diff --git a/src/Machine-Learning/LSTM-python/src/actual_vs_predicted.png b/src/Machine-Learning/LSTM-python/src/actual_vs_predicted.png deleted file mode 100644 index fdccfd1..0000000 Binary files a/src/Machine-Learning/LSTM-python/src/actual_vs_predicted.png and /dev/null differ diff --git a/src/Machine-Learning/LSTM-python/src/backups/LSTMDQNbadreward.py b/src/Machine-Learning/LSTM-python/src/backups/LSTMDQNbadreward.py deleted file mode 100644 index ee948ae..0000000 --- a/src/Machine-Learning/LSTM-python/src/backups/LSTMDQNbadreward.py +++ /dev/null @@ -1,871 +0,0 @@ -import os -import sys -import argparse -import numpy as np -import pandas as pd -import logging -from tabulate import tabulate -import matplotlib -matplotlib.use("Agg") -import matplotlib.pyplot as plt -import seaborn as sns -import psutil -import GPUtil -import tensorflow as tf -from tensorflow.keras.models import Sequential, load_model -from tensorflow.keras.layers import LSTM, Dense, Dropout, Bidirectional -from tensorflow.keras.callbacks import EarlyStopping, ReduceLROnPlateau -from tensorflow.keras.losses import Huber -from tensorflow.keras.regularizers import l2 -from tensorflow.keras.optimizers import Adam, Nadam - -from sklearn.preprocessing import MinMaxScaler -from sklearn.metrics import mean_squared_error, mean_absolute_error, r2_score -import joblib - -import optuna -from optuna.integration import KerasPruningCallback - -import gym -from gym import spaces -from stable_baselines3 import DQN -from stable_baselines3.common.vec_env import DummyVecEnv -from stable_baselines3.common.callbacks import BaseCallback - -from multiprocessing import Pool, cpu_count -import threading -import time - -# Suppress TensorFlow logs beyond errors -os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' - -# ============================================================================= -# GLOBAL LOCK FOR DQN TRAINING (to force one-at-a-time usage of the shared LSTM) -# ============================================================================= -dqn_lock = threading.Lock() - -# ============================ -# Resource Detection Functions -# ============================ -def get_cpu_info(): - cpu_count = psutil.cpu_count(logical=False) # Physical cores - cpu_count_logical = psutil.cpu_count(logical=True) # Logical cores - cpu_percent = psutil.cpu_percent(interval=1, percpu=True) - return { - 'physical_cores': cpu_count, - 'logical_cores': cpu_count_logical, - 'cpu_percent': cpu_percent - } - -def get_gpu_info(): - gpus = GPUtil.getGPUs() - gpu_info = [] - for gpu in gpus: - gpu_info.append({ - 'id': gpu.id, - 'name': gpu.name, - 'load': gpu.load * 100, # Convert to percentage - 'memory_total': gpu.memoryTotal, - 'memory_used': gpu.memoryUsed, - 'memory_free': gpu.memoryFree, - 'temperature': gpu.temperature - }) - return gpu_info - -def configure_tensorflow(cpu_stats, gpu_stats): - logical_cores = cpu_stats['logical_cores'] - os.environ["OMP_NUM_THREADS"] = str(logical_cores) - os.environ["TF_NUM_INTRAOP_THREADS"] = str(logical_cores) - os.environ["TF_NUM_INTEROP_THREADS"] = str(logical_cores) - - if gpu_stats: - gpus = tf.config.list_physical_devices('GPU') - if gpus: - try: - for gpu in gpus: - tf.config.experimental.set_memory_growth(gpu, True) - logging.info(f"Enabled memory growth for {len(gpus)} GPU(s).") - except RuntimeError as e: - logging.error(f"TensorFlow GPU configuration error: {e}") - else: - tf.config.threading.set_intra_op_parallelism_threads(logical_cores) - tf.config.threading.set_inter_op_parallelism_threads(logical_cores) - logging.info("Configured TensorFlow to use CPU with optimized thread settings.") - -# ============================ -# Resource Monitoring Function (Optional) -# ============================ -def monitor_resources(interval=60): - while True: - cpu = psutil.cpu_percent(interval=1, percpu=True) - gpu = get_gpu_info() - logging.info(f"CPU Usage per Core: {cpu}%") - if gpu: - for gpu_stat in gpu: - logging.info(f"GPU {gpu_stat['id']} - {gpu_stat['name']}: Load: {gpu_stat['load']}%, " - f"Memory Used: {gpu_stat['memory_used']}MB / {gpu_stat['memory_total']}MB, " - f"Temperature: {gpu_stat['temperature']}°C") - else: - logging.info("No GPUs detected.") - logging.info("-" * 50) - time.sleep(interval) - -# ============================ -# Data Loading & Technical Indicators -# ============================ -def load_data(file_path): - logging.info(f"Loading data from: {file_path}") - try: - df = pd.read_csv(file_path, parse_dates=['time']) - except FileNotFoundError: - logging.error(f"File not found: {file_path}") - sys.exit(1) - except pd.errors.ParserError as e: - logging.error(f"Error parsing CSV file: {e}") - sys.exit(1) - except Exception as e: - logging.error(f"Unexpected error: {e}") - sys.exit(1) - - rename_mapping = { - 'time': 'Date', - 'open': 'Open', - 'high': 'High', - 'low': 'Low', - 'close': 'Close' - } - df.rename(columns=rename_mapping, inplace=True) - logging.info(f"Data columns after renaming: {df.columns.tolist()}") - df.sort_values('Date', inplace=True) - df.reset_index(drop=True, inplace=True) - logging.info("Data loaded and sorted successfully.") - return df - -def compute_rsi(series, window=14): - delta = series.diff() - gain = delta.where(delta > 0, 0).rolling(window=window).mean() - loss = -delta.where(delta < 0, 0).rolling(window=window).mean() - RS = gain / (loss + 1e-9) - return 100 - (100 / (1 + RS)) - -def compute_macd(series, span_short=12, span_long=26, span_signal=9): - ema_short = series.ewm(span=span_short, adjust=False).mean() - ema_long = series.ewm(span=span_long, adjust=False).mean() - macd_line = ema_short - ema_long - signal_line = macd_line.ewm(span=span_signal, adjust=False).mean() - return macd_line - signal_line # histogram - -def compute_obv(df): - signed_volume = (np.sign(df['Close'].diff()) * df['Volume']).fillna(0) - return signed_volume.cumsum() - -def compute_adx(df, window=14): - df['H-L'] = df['High'] - df['Low'] - df['H-Cp'] = (df['High'] - df['Close'].shift(1)).abs() - df['L-Cp'] = (df['Low'] - df['Close'].shift(1)).abs() - tr = df[['H-L','H-Cp','L-Cp']].max(axis=1) - tr_rolling = tr.rolling(window=window).mean() - adx_placeholder = tr_rolling / (df['Close'] + 1e-9) - df.drop(['H-L','H-Cp','L-Cp'], axis=1, inplace=True) - return adx_placeholder - -def compute_bollinger_bands(series, window=20, num_std=2): - sma = series.rolling(window=window).mean() - std = series.rolling(window=window).std() - upper = sma + num_std * std - lower = sma - num_std * std - bandwidth = (upper - lower) / (sma + 1e-9) - return upper, lower, bandwidth - -def compute_mfi(df, window=14): - typical_price = (df['High'] + df['Low'] + df['Close']) / 3 - money_flow = typical_price * df['Volume'] - prev_tp = typical_price.shift(1) - flow_pos = money_flow.where(typical_price > prev_tp, 0) - flow_neg = money_flow.where(typical_price < prev_tp, 0) - pos_sum = flow_pos.rolling(window=window).sum() - neg_sum = flow_neg.rolling(window=window).sum() - mfi = 100 - (100 / (1 + pos_sum / (neg_sum + 1e-9))) - return mfi - -def calculate_technical_indicators(df): - logging.info("Calculating technical indicators...") - df['RSI'] = compute_rsi(df['Close'], 14) - df['MACD'] = compute_macd(df['Close']) - df['OBV'] = compute_obv(df) - df['ADX'] = compute_adx(df) - - up, lo, bw = compute_bollinger_bands(df['Close'], 20, 2) - df['BB_Upper'] = up - df['BB_Lower'] = lo - df['BB_Width'] = bw - - df['MFI'] = compute_mfi(df, 14) - df['SMA_5'] = df['Close'].rolling(5).mean() - df['SMA_10'] = df['Close'].rolling(10).mean() - df['EMA_5'] = df['Close'].ewm(span=5, adjust=False).mean() - df['EMA_10'] = df['Close'].ewm(span=10, adjust=False).mean() - df['STDDEV_5'] = df['Close'].rolling(5).std() - - df.dropna(inplace=True) - logging.info("Technical indicators calculated successfully.") - return df - -# ============================ -# Argument Parsing -# ============================ -def parse_arguments(): - parser = argparse.ArgumentParser(description='All-in-One: LSTM + DQN (with LSTM predictions) + Tuning.') - parser.add_argument('csv_path', type=str, - help='Path to CSV data with columns [time, open, high, low, close, volume].') - parser.add_argument('--lstm_window_size', type=int, default=15, - help='Sequence window size for LSTM. Default=15.') - parser.add_argument('--dqn_total_timesteps', type=int, default=50000, - help='Total timesteps to train each DQN candidate. Default=50000.') - parser.add_argument('--dqn_eval_episodes', type=int, default=1, - help='Number of episodes to evaluate DQN in the tuning step. Default=1 (entire dataset once).') - parser.add_argument('--n_trials_lstm', type=int, default=30, - help='Number of Optuna trials for LSTM. Default=30.') - # The following arguments are no longer used in sequential DQN training: - parser.add_argument('--n_trials_dqn', type=int, default=20, - help='(Unused in sequential DQN training)') - parser.add_argument('--max_parallel_trials', type=int, default=None, - help='(Unused in sequential DQN training)') - parser.add_argument('--preprocess_workers', type=int, default=None, - help='Number of worker processes for data preprocessing. Defaults to (logical cores - 2).') - parser.add_argument('--monitor_resources', action='store_true', - help='Enable real-time resource monitoring.') - return parser.parse_args() - -# ============================ -# Custom DQN Callback: Log Actions + Rewards -# ============================ -class ActionLoggingCallback(BaseCallback): - """ - Logs distribution of actions and average reward after each rollout. - For off-policy (DQN), "rollout" can be a bit different than on-policy, - but stable-baselines3 still calls `_on_rollout_end` periodically. - """ - def __init__(self, verbose=0): - super(ActionLoggingCallback, self).__init__(verbose) - self.action_buffer = [] - self.reward_buffer = [] - - def _on_training_start(self): - self.action_buffer = [] - self.reward_buffer = [] - - def _on_step(self): - action = self.locals.get('action', None) - reward = self.locals.get('reward', None) - if action is not None: - self.action_buffer.append(action) - if reward is not None: - self.reward_buffer.append(reward) - return True - - def _on_rollout_end(self): - import numpy as np - actions = np.array(self.action_buffer) - rewards = np.array(self.reward_buffer) - if len(actions) > 0: - unique, counts = np.unique(actions, return_counts=True) - total = len(actions) - distr_str = [] - for act, c in zip(unique, counts): - distr_str.append(f"Action {act}: {c} times ({100 * c / total:.2f}%)") - logging.info(" -- DQN Rollout End -- ") - logging.info(" " + ", ".join(distr_str)) - logging.info(f" Avg Reward this rollout: {rewards.mean():.4f} (min={rewards.min():.4f}, max={rewards.max():.4f})") - self.action_buffer = [] - self.reward_buffer = [] - -# ============================ -# Data Preprocessing with Controlled Parallelization -# ============================ -def parallel_feature_engineering(row): - """ - Placeholder function for feature engineering. Modify as needed. - Args: - row (pd.Series): A row from the DataFrame. - Returns: - pd.Series: Processed row. - """ - # Implement any additional feature engineering here if necessary - return row - -def feature_engineering_parallel(df, num_workers): - """ - Applies feature engineering in parallel using multiprocessing. - Args: - df (pd.DataFrame): DataFrame to process. - num_workers (int): Number of worker processes. - Returns: - pd.DataFrame: Processed DataFrame. - """ - logging.info(f"Starting parallel feature engineering with {num_workers} workers...") - with Pool(processes=num_workers) as pool: - processed_rows = pool.map(parallel_feature_engineering, [row for _, row in df.iterrows()]) - df_processed = pd.DataFrame(processed_rows) - logging.info("Parallel feature engineering completed.") - return df_processed - -# ============================ -# LSTM Model Construction & Training (Including Optuna Tuning) -# ============================ -def build_lstm(input_shape, hyperparams): - model = Sequential() - num_layers = hyperparams['num_lstm_layers'] - units = hyperparams['lstm_units'] - drop = hyperparams['dropout_rate'] - for i in range(num_layers): - return_seqs = (i < num_layers - 1) - model.add(Bidirectional( - LSTM(units, return_sequences=return_seqs, kernel_regularizer=l2(1e-4)), - input_shape=input_shape if i == 0 else None - )) - model.add(Dropout(drop)) - model.add(Dense(1, activation='linear')) - - opt_name = hyperparams['optimizer'] - lr = hyperparams['learning_rate'] - decay = hyperparams['decay'] - if opt_name == 'Adam': - opt = Adam(learning_rate=lr, decay=decay) - elif opt_name == 'Nadam': - opt = Nadam(learning_rate=lr) - else: - opt = Adam(learning_rate=lr) - - model.compile(loss=Huber(), optimizer=opt, metrics=['mae']) - return model - -# NOTE: The following lstm_objective is now defined as an inner function in main, -# so that it can access X_train, y_train, X_val, y_val. - -# ============================ -# Custom Gym Environment with LSTM Predictions -# ============================ -class StockTradingEnvWithLSTM(gym.Env): - """ - A custom OpenAI Gym environment for stock trading that integrates LSTM model predictions. - Observation includes technical indicators, account information, and predicted next close price. - """ - metadata = {'render.modes': ['human']} - - def __init__(self, df, feature_columns, lstm_model, scaler_features, scaler_target, - window_size=15, initial_balance=10000, transaction_cost=0.001): - super(StockTradingEnvWithLSTM, self).__init__() - self.df = df.reset_index(drop=True) - self.feature_columns = feature_columns - self.lstm_model = lstm_model - self.scaler_features = scaler_features - self.scaler_target = scaler_target - self.window_size = window_size - - self.initial_balance = initial_balance - self.balance = initial_balance - self.net_worth = initial_balance - self.transaction_cost = transaction_cost - - self.max_steps = len(df) - self.current_step = 0 - self.shares_held = 0 - self.cost_basis = 0 - - # Raw array of features - self.raw_features = df[feature_columns].values - - # Action space: 0=Sell, 1=Hold, 2=Buy - self.action_space = spaces.Discrete(3) - - # Observation space: [technical indicators, balance, shares, cost_basis, predicted_next_close] - self.observation_space = spaces.Box( - low=0, high=1, - shape=(len(feature_columns) + 3 + 1,), - dtype=np.float32 - ) - # Forced lock for LSTM predictions - self.lstm_lock = threading.Lock() - - def reset(self): - self.balance = self.initial_balance - self.net_worth = self.initial_balance - self.current_step = 0 - self.shares_held = 0 - self.cost_basis = 0 - return self._get_obs() - - def _get_obs(self): - row = self.raw_features[self.current_step] - row_max = np.max(row) if np.max(row) != 0 else 1.0 - row_norm = row / row_max - - # Account info - additional = np.array([ - self.balance / self.initial_balance, - self.shares_held / 100.0, # Assuming max 100 shares for normalization - self.cost_basis / (self.initial_balance + 1e-9) - ], dtype=np.float32) - - # LSTM prediction - if self.current_step < self.window_size: - predicted_close = 0.0 - else: - seq = self.raw_features[self.current_step - self.window_size: self.current_step] - seq_scaled = self.scaler_features.transform(seq) - seq_scaled = np.expand_dims(seq_scaled, axis=0) # shape (1, window_size, #features) - with self.lstm_lock: - pred_scaled = self.lstm_model.predict(seq_scaled, verbose=0).flatten()[0] - pred_scaled = np.clip(pred_scaled, 0, 1) - unscaled = self.scaler_target.inverse_transform([[pred_scaled]])[0, 0] - predicted_close = unscaled / 1000.0 # Adjust normalization as needed - - obs = np.concatenate([row_norm, additional, [predicted_close]]).astype(np.float32) - return obs - - def step(self, action): - prev_net_worth = self.net_worth - current_price = self.df.loc[self.current_step, 'Close'] - - if action == 2: # BUY - shares_bought = int(self.balance // current_price) - if shares_bought > 0: - cost = shares_bought * current_price - fee = cost * self.transaction_cost - self.balance -= (cost + fee) - old_shares = self.shares_held - self.shares_held += shares_bought - self.cost_basis = ((self.cost_basis * old_shares) + (shares_bought * current_price)) / self.shares_held - - elif action == 0: # SELL - if self.shares_held > 0: - revenue = self.shares_held * current_price - fee = revenue * self.transaction_cost - self.balance += (revenue - fee) - self.shares_held = 0 - self.cost_basis = 0 - - self.net_worth = self.balance + self.shares_held * current_price - self.current_step += 1 - done = (self.current_step >= self.max_steps - 1) - reward = self.net_worth - self.initial_balance - obs = self._get_obs() - return obs, reward, done, {} - - def render(self, mode='human'): - profit = self.net_worth - self.initial_balance - print(f"Step: {self.current_step}, Balance={self.balance:.2f}, Shares={self.shares_held}, NetWorth={self.net_worth:.2f}, Profit={profit:.2f}") - -# ============================ -# DQN Training & Evaluation Functions (Sequential Loop) -# ============================ -def evaluate_dqn_networth(model, env, n_episodes=1): - """ - Evaluates the trained DQN model by simulating trading over a specified number of episodes. - Args: - model (DQN): Trained DQN model. - env (gym.Env): Trading environment instance. - n_episodes (int): Number of episodes to run for evaluation. - Returns: - float: Average final net worth across episodes. - """ - final_net_worths = [] - for _ in range(n_episodes): - obs = env.reset() - done = False - while not done: - action, _ = model.predict(obs, deterministic=True) - obs, reward, done, info = env.step(action) - final_net_worths.append(env.net_worth) - return np.mean(final_net_worths) - -def train_and_evaluate_dqn(hyperparams, env_params, total_timesteps, eval_episodes): - """ - Trains a single DQN agent on an environment (using the frozen LSTM) with given hyperparameters, - then evaluates its final net worth. - Args: - hyperparams (dict): Hyperparameters for the DQN model. - env_params (dict): Parameters to create the StockTradingEnvWithLSTM. - total_timesteps (int): Total timesteps for training. - eval_episodes (int): Number of episodes for evaluation. - Returns: - agent, final_net_worth - """ - env = StockTradingEnvWithLSTM(**env_params) - vec_env = DummyVecEnv([lambda: env]) - with dqn_lock: - agent = DQN( - 'MlpPolicy', - vec_env, - verbose=1, - learning_rate=hyperparams['lr'], - gamma=hyperparams['gamma'], - exploration_fraction=hyperparams['exploration_fraction'], - buffer_size=hyperparams['buffer_size'], - batch_size=hyperparams['batch_size'], - train_freq=4, - target_update_interval=1000 - ) - agent.learn(total_timesteps=total_timesteps, callback=ActionLoggingCallback(verbose=0)) - final_net_worth = evaluate_dqn_networth(agent, env, n_episodes=eval_episodes) - return agent, final_net_worth - -# ============================ -# MAIN FUNCTION WITH ENHANCED OPTIMIZATIONS -# ============================ -def main(): - args = parse_arguments() - csv_path = args.csv_path - lstm_window_size = args.lstm_window_size - dqn_total_timesteps = args.dqn_total_timesteps - dqn_eval_episodes = args.dqn_eval_episodes - n_trials_lstm = args.n_trials_lstm - preprocess_workers = args.preprocess_workers - enable_resource_monitor = args.monitor_resources - - # ----------------------------- - # Setup Logging - # ----------------------------- - logging.basicConfig(level=logging.INFO, - format='%(asctime)s - %(levelname)s - %(message)s', - handlers=[logging.FileHandler("LSTMDQN.log"), logging.StreamHandler(sys.stdout)]) - - # ----------------------------- - # Resource Detection & Logging - # ----------------------------- - cpu_stats = get_cpu_info() - gpu_stats = get_gpu_info() - - logging.info("===== Resource Statistics =====") - logging.info(f"Physical CPU Cores: {cpu_stats['physical_cores']}") - logging.info(f"Logical CPU Cores: {cpu_stats['logical_cores']}") - logging.info(f"CPU Usage per Core: {cpu_stats['cpu_percent']}%") - if gpu_stats: - logging.info("GPU Statistics:") - for gpu in gpu_stats: - logging.info(f"GPU {gpu['id']} - {gpu['name']}: Load: {gpu['load']}%, Memory Used: {gpu['memory_used']}MB / {gpu['memory_total']}MB, Temperature: {gpu['temperature']}°C") - else: - logging.info("No GPUs detected.") - logging.info("=================================") - - # ----------------------------- - # Configure TensorFlow - # ----------------------------- - configure_tensorflow(cpu_stats, gpu_stats) - - # ----------------------------- - # Start Resource Monitoring (Optional) - # ----------------------------- - if enable_resource_monitor: - logging.info("Starting real-time resource monitoring...") - resource_monitor_thread = threading.Thread(target=monitor_resources, args=(60,), daemon=True) - resource_monitor_thread.start() - - ########################################## - # A) LSTM PART: LOAD, PREPROCESS, TUNE - ########################################## - # 1) LOAD & preprocess - df = load_data(csv_path) - df = calculate_technical_indicators(df) - - feature_columns = [ - 'SMA_5','SMA_10','EMA_5','EMA_10','STDDEV_5', - 'RSI','MACD','ADX','OBV','Volume','Open','High','Low', - 'BB_Upper','BB_Lower','BB_Width','MFI' - ] - target_column = 'Close' - df = df[['Date'] + feature_columns + [target_column]].dropna() - - # 2) Controlled Parallel Data Preprocessing - if preprocess_workers is None: - preprocess_workers = max(1, cpu_stats['logical_cores'] - 2) - else: - preprocess_workers = min(preprocess_workers, cpu_stats['logical_cores']) - df = feature_engineering_parallel(df, num_workers=preprocess_workers) - - scaler_features = MinMaxScaler() - scaler_target = MinMaxScaler() - - X_all = df[feature_columns].values - y_all = df[[target_column]].values - - X_scaled = scaler_features.fit_transform(X_all) - y_scaled = scaler_target.fit_transform(y_all).flatten() - - # 3) Create sequences for LSTM - def create_sequences(features, target, window_size): - X_seq, y_seq = [], [] - for i in range(len(features) - window_size): - X_seq.append(features[i:i+window_size]) - y_seq.append(target[i+window_size]) - return np.array(X_seq), np.array(y_seq) - - X, y = create_sequences(X_scaled, y_scaled, lstm_window_size) - - # 4) Split into train/val/test - train_size = int(len(X) * 0.7) - val_size = int(len(X) * 0.15) - test_size = len(X) - train_size - val_size - - X_train, y_train = X[:train_size], y[:train_size] - X_val, y_val = X[train_size: train_size + val_size], y[train_size: train_size + val_size] - X_test, y_test = X[train_size + val_size:], y[train_size + val_size:] - - logging.info(f"Scaled training features shape: {X_train.shape}") - logging.info(f"Scaled validation features shape: {X_val.shape}") - logging.info(f"Scaled testing features shape: {X_test.shape}") - logging.info(f"Scaled training target shape: {y_train.shape}") - logging.info(f"Scaled validation target shape: {y_val.shape}") - logging.info(f"Scaled testing target shape: {y_test.shape}") - - # 5) Define the LSTM objective function here (so it has access to X_train, y_train, X_val, y_val) - def lstm_objective(trial): - num_lstm_layers = trial.suggest_int('num_lstm_layers', 1, 3) - lstm_units = trial.suggest_categorical('lstm_units', [32, 64, 96, 128]) - dropout_rate = trial.suggest_float('dropout_rate', 0.1, 0.5) - learning_rate = trial.suggest_float('learning_rate', 1e-5, 1e-2, log=True) - optimizer_name = trial.suggest_categorical('optimizer', ['Adam', 'Nadam']) - decay = trial.suggest_float('decay', 0.0, 1e-4) - - hyperparams = { - 'num_lstm_layers': num_lstm_layers, - 'lstm_units': lstm_units, - 'dropout_rate': dropout_rate, - 'learning_rate': learning_rate, - 'optimizer': optimizer_name, - 'decay': decay - } - - model_ = build_lstm((X_train.shape[1], X_train.shape[2]), hyperparams) - early_stop = EarlyStopping(monitor='val_loss', patience=10, restore_best_weights=True) - lr_reduce = ReduceLROnPlateau(monitor='val_loss', factor=0.5, patience=5, min_lr=1e-6) - cb_prune = KerasPruningCallback(trial, 'val_loss') - - history = model_.fit( - X_train, y_train, - epochs=100, - batch_size=16, - validation_data=(X_val, y_val), - callbacks=[early_stop, lr_reduce, cb_prune], - verbose=0 - ) - val_mae = min(history.history['val_mae']) - return val_mae - - # 6) Hyperparameter Optimization with Optuna for the LSTM - logging.info(f"Starting LSTM hyperparameter optimization with Optuna using {cpu_stats['logical_cores']-2} parallel trials...") - study_lstm = optuna.create_study(direction='minimize') - study_lstm.optimize(lstm_objective, n_trials=n_trials_lstm, n_jobs=cpu_stats['logical_cores']-2) - best_lstm_params = study_lstm.best_params - logging.info(f"Best LSTM Hyperparameters: {best_lstm_params}") - - # 7) Train final LSTM with best hyperparameters - final_lstm = build_lstm((X_train.shape[1], X_train.shape[2]), best_lstm_params) - early_stop_final = EarlyStopping(monitor='val_loss', patience=20, restore_best_weights=True) - lr_reduce_final = ReduceLROnPlateau(monitor='val_loss', factor=0.5, patience=5, min_lr=1e-6) - logging.info("Training best LSTM model with optimized hyperparameters...") - hist = final_lstm.fit( - X_train, y_train, - epochs=300, - batch_size=16, - validation_data=(X_val, y_val), - callbacks=[early_stop_final, lr_reduce_final], - verbose=1 - ) - - # 8) Evaluate LSTM - def evaluate_final_lstm(model, X_test, y_test): - logging.info("Evaluating final LSTM model...") - y_pred_scaled = model.predict(X_test).flatten() - y_pred_scaled = np.clip(y_pred_scaled, 0, 1) - y_pred = scaler_target.inverse_transform(y_pred_scaled.reshape(-1, 1)).flatten() - y_test_actual = scaler_target.inverse_transform(y_test.reshape(-1, 1)).flatten() - - mse_ = mean_squared_error(y_test_actual, y_pred) - rmse_ = np.sqrt(mse_) - mae_ = mean_absolute_error(y_test_actual, y_pred) - r2_ = r2_score(y_test_actual, y_pred) - - direction_actual = np.sign(np.diff(y_test_actual)) - direction_pred = np.sign(np.diff(y_pred)) - directional_accuracy = np.mean(direction_actual == direction_pred) - - logging.info(f"Test MSE: {mse_:.4f}") - logging.info(f"Test RMSE: {rmse_:.4f}") - logging.info(f"Test MAE: {mae_:.4f}") - logging.info(f"Test R2 Score: {r2_:.4f}") - logging.info(f"Directional Accuracy: {directional_accuracy:.4f}") - - plt.figure(figsize=(14, 7)) - plt.plot(y_test_actual, label='Actual Price') - plt.plot(y_pred, label='Predicted Price') - plt.title('LSTM: Actual vs Predicted Closing Prices') - plt.legend() - plt.grid(True) - plt.savefig('lstm_actual_vs_pred.png') - plt.close() - - table = [] - limit = min(40, len(y_test_actual)) - for i in range(limit): - table.append([i, round(y_test_actual[i], 2), round(y_pred[i], 2)]) - headers = ["Index", "Actual Price", "Predicted Price"] - print("\nFirst 40 Actual vs. Predicted Prices:") - print(tabulate(table, headers=headers, tablefmt="pretty")) - return r2_, directional_accuracy - - _r2, _diracc = evaluate_final_lstm(final_lstm, X_test, y_test) - - # 9) Save final LSTM model and scalers - final_lstm.save('best_lstm_model.h5') - joblib.dump(scaler_features, 'scaler_features.pkl') - joblib.dump(scaler_target, 'scaler_target.pkl') - logging.info("Saved best LSTM model and scaler objects (best_lstm_model.h5, scaler_features.pkl, scaler_target.pkl).") - - ############################################################ - # B) DQN PART: BUILD ENV THAT USES THE FROZEN LSTM + FORECAST - ############################################################ - # (StockTradingEnvWithLSTM is defined above) - - ################################### - # C) SEQUENTIAL DQN TRAINING WITH LSTM INTEGRATION - ################################### - env_params = { - 'df': df, - 'feature_columns': feature_columns, - 'lstm_model': final_lstm, # Use the frozen, best LSTM model - 'scaler_features': scaler_features, - 'scaler_target': scaler_target, - 'window_size': lstm_window_size, - 'initial_balance': 10000, - 'transaction_cost': 0.001 - } - - # Base DQN hyperparameters (adjust as needed) - base_hyperparams = { - 'lr': 1e-3, - 'gamma': 0.95, - 'exploration_fraction': 0.1, - 'buffer_size': 10000, - 'batch_size': 64 - } - - # Define performance threshold (final net worth must be above this) - PERFORMANCE_THRESHOLD = 10500.0 - current_hyperparams = base_hyperparams.copy() - max_attempts = 10 - best_agent = None - - for attempt in range(max_attempts): - logging.info(f"Training DQN agent: Attempt {attempt+1} with hyperparameters: {current_hyperparams}") - agent, net_worth = train_and_evaluate_dqn(current_hyperparams, env_params, - total_timesteps=dqn_total_timesteps, - eval_episodes=dqn_eval_episodes) - logging.info(f"Agent achieved final net worth: ${net_worth:.2f}") - if net_worth >= PERFORMANCE_THRESHOLD: - logging.info("Agent meets performance criteria!") - best_agent = agent - best_agent.save("best_dqn_model_lstm.zip") - break - else: - logging.info("Performance below threshold. Adjusting hyperparameters and retrying...") - current_hyperparams['lr'] *= 0.9 # decrease learning rate by 10% - current_hyperparams['exploration_fraction'] = min(current_hyperparams['exploration_fraction'] + 0.02, 0.3) - - if best_agent is None: - logging.warning("Failed to train a satisfactory DQN agent after multiple attempts. Using last trained model") - best_agent = agent - else: - logging.info("Final DQN agent trained and saved.") - - ################################### - # D) FINAL INFERENCE & LOG RESULTS - ################################### - logging.info("Running final inference with the trained DQN model...") - - env_test = StockTradingEnvWithLSTM(**env_params) - obs = env_test.reset() - done = False - total_reward = 0.0 - step_data = [] - step_count = 0 - - while not done: - step_count += 1 - action, _ = best_agent.predict(obs, deterministic=True) - obs, reward, done, info = env_test.step(action) - total_reward += reward - step_data.append({ - "Step": step_count, - "Action": int(action), - "Reward": reward, - "Balance": env_test.balance, - "Shares": env_test.shares_held, - "NetWorth": env_test.net_worth - }) - - final_net_worth = env_test.net_worth - final_profit = final_net_worth - env_test.initial_balance - - print("\n=== Final DQN Inference ===") - print(f"Total Steps: {step_count}") - print(f"Final Net Worth: {final_net_worth:.2f}") - print(f"Final Profit: {final_profit:.2f}") - print(f"Sum of Rewards: {total_reward:.2f}") - - buy_count = sum(1 for x in step_data if x["Action"] == 2) - sell_count = sum(1 for x in step_data if x["Action"] == 0) - hold_count = sum(1 for x in step_data if x["Action"] == 1) - print(f"Actions Taken -> BUY: {buy_count}, SELL: {sell_count}, HOLD: {hold_count}") - - # Show last 15 steps - last_n = step_data[-15:] if len(step_data) > 15 else step_data - rows = [] - for d in last_n: - rows.append([ - d["Step"], - d["Action"], - f"{d['Reward']:.2f}", - f"{d['Balance']:.2f}", - d["Shares"], - f"{d['NetWorth']:.2f}" - ]) - headers = ["Step", "Action", "Reward", "Balance", "Shares", "NetWorth"] - print(f"\n== Last 15 Steps ==") - print(tabulate(rows, headers=headers, tablefmt="pretty")) - - logging.info("Final inference completed. Results logged and displayed.") - - ################################### - # E) OPTIONAL: RETRY LOOP IF NET WORTH < THRESHOLD - ################################### - if final_net_worth < PERFORMANCE_THRESHOLD: - logging.warning(f"Final net worth (${final_net_worth:.2f}) is below ${PERFORMANCE_THRESHOLD:.2f}. Retraining the same DQN model to learn from mistakes...") - - additional_timesteps = 50000 - logging.info(f"Retraining the existing DQN model for an additional {additional_timesteps} timesteps (keeping old experiences).") - best_agent.learn( - total_timesteps=additional_timesteps, - reset_num_timesteps=False, # Keep replay buffer + internal step counter - callback=ActionLoggingCallback(verbose=1) - ) - - obs = env_test.reset() - done = False - second_total_reward = 0.0 - while not done: - action, _ = best_agent.predict(obs, deterministic=True) - obs, reward, done, info = env_test.step(action) - second_total_reward += reward - - second_net_worth = env_test.net_worth - second_profit = second_net_worth - env_test.initial_balance - logging.info(f"After additional training, new final net worth=${second_net_worth:.2f}, profit=${second_profit:.2f}") - - if second_net_worth < PERFORMANCE_THRESHOLD: - logging.warning("Even after continued training, net worth is still below threshold. Consider a deeper hyperparameter search or analyzing the environment settings.") - -if __name__ == "__main__": - main() - diff --git a/src/Machine-Learning/LSTM-python/src/best_dqn_model_lstm.zip b/src/Machine-Learning/LSTM-python/src/best_dqn_model_lstm.zip deleted file mode 100644 index 73d962c..0000000 Binary files a/src/Machine-Learning/LSTM-python/src/best_dqn_model_lstm.zip and /dev/null differ diff --git a/src/Machine-Learning/LSTM-python/src/best_lstm_model.h5 b/src/Machine-Learning/LSTM-python/src/best_lstm_model.h5 deleted file mode 100644 index 286f383..0000000 Binary files a/src/Machine-Learning/LSTM-python/src/best_lstm_model.h5 and /dev/null differ diff --git a/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_1/events.out.tfevents.1738058404.kernelpanic.2903886.0 b/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_1/events.out.tfevents.1738058404.kernelpanic.2903886.0 deleted file mode 100644 index ac74472..0000000 Binary files a/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_1/events.out.tfevents.1738058404.kernelpanic.2903886.0 and /dev/null differ diff --git a/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_2/events.out.tfevents.1738117582.kernelpanic.1860599.0 b/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_2/events.out.tfevents.1738117582.kernelpanic.1860599.0 deleted file mode 100644 index 00092c9..0000000 Binary files a/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_2/events.out.tfevents.1738117582.kernelpanic.1860599.0 and /dev/null differ diff --git a/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_3/events.out.tfevents.1738139054.kernelpanic.3846181.0 b/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_3/events.out.tfevents.1738139054.kernelpanic.3846181.0 deleted file mode 100644 index fab8863..0000000 Binary files a/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_3/events.out.tfevents.1738139054.kernelpanic.3846181.0 and /dev/null differ diff --git a/src/Machine-Learning/LSTM-python/src/dqn_stock_trading.zip b/src/Machine-Learning/LSTM-python/src/dqn_stock_trading.zip deleted file mode 100644 index cdef60c..0000000 Binary files a/src/Machine-Learning/LSTM-python/src/dqn_stock_trading.zip and /dev/null differ diff --git a/src/Machine-Learning/LSTM-python/src/lstm_actual_vs_pred.png b/src/Machine-Learning/LSTM-python/src/lstm_actual_vs_pred.png deleted file mode 100644 index 2b1afa5..0000000 Binary files a/src/Machine-Learning/LSTM-python/src/lstm_actual_vs_pred.png and /dev/null differ diff --git a/src/Machine-Learning/LSTM-python/src/optimized_lstm_model.h5 b/src/Machine-Learning/LSTM-python/src/optimized_lstm_model.h5 deleted file mode 100644 index a26a6c7..0000000 Binary files a/src/Machine-Learning/LSTM-python/src/optimized_lstm_model.h5 and /dev/null differ diff --git a/src/Machine-Learning/LSTM-python/src/output.txt b/src/Machine-Learning/LSTM-python/src/output.txt deleted file mode 100644 index 80ba75b..0000000 --- a/src/Machine-Learning/LSTM-python/src/output.txt +++ /dev/null @@ -1,713 +0,0 @@ -2025-02-04 19:14:27,217 - INFO - ===== Resource Statistics ===== -2025-02-04 19:14:27,217 - INFO - Physical CPU Cores: 28 -2025-02-04 19:14:27,218 - INFO - Logical CPU Cores: 56 -2025-02-04 19:14:27,218 - INFO - CPU Usage per Core: [1.0, 0.0, 0.0, 100.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]% -2025-02-04 19:14:27,218 - INFO - No GPUs detected. -2025-02-04 19:14:27,218 - INFO - ================================= -2025-02-04 19:14:27,218 - INFO - Configured TensorFlow to use CPU with optimized thread settings. -2025-02-04 19:14:27,218 - INFO - Loading data from: BAT.csv -2025-02-04 19:14:28,324 - INFO - Data columns after renaming: ['Date', 'Open', 'High', 'Low', 'Close', 'Volume'] -2025-02-04 19:14:28,341 - INFO - Data loaded and sorted successfully. -2025-02-04 19:14:28,341 - INFO - Calculating technical indicators... -2025-02-04 19:14:28,379 - INFO - Technical indicators calculated successfully. -2025-02-04 19:14:28,389 - INFO - Starting parallel feature engineering with 54 workers... -2025-02-04 19:14:37,203 - INFO - Parallel feature engineering completed. -2025-02-04 19:14:37,302 - INFO - Scaled training features shape: (14134, 15, 17) -2025-02-04 19:14:37,303 - INFO - Scaled validation features shape: (3028, 15, 17) -2025-02-04 19:14:37,303 - INFO - Scaled testing features shape: (3030, 15, 17) -2025-02-04 19:14:37,303 - INFO - Scaled training target shape: (14134,) -2025-02-04 19:14:37,303 - INFO - Scaled validation target shape: (3028,) -2025-02-04 19:14:37,303 - INFO - Scaled testing target shape: (3030,) -2025-02-04 19:14:37,303 - INFO - Starting LSTM hyperparameter optimization with Optuna using 54 parallel trials... -2025-02-04 20:42:04,298 - INFO - Best LSTM Hyperparameters: {'num_lstm_layers': 1, 'lstm_units': 64, 'dropout_rate': 0.11645207977952371, 'learning_rate': 0.00192817732348378, 'optimizer': 'Adam', 'decay': 8.867078075911043e-05} -2025-02-04 20:42:04,733 - INFO - Training best LSTM model with optimized hyperparameters... -Epoch 1/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 44:27 3s/step - loss: 0.0513 - mae: 0.2351  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 0.0317 - mae: 0.1794   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 0.0257 - mae: 0.1520  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 0.0228 - mae: 0.1374  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 0.0205 - mae: 0.1250  30/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 0.0188 - mae: 0.1156   36/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 0.0176 - mae: 0.1082  42/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 0.0165 - mae: 0.1023  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 0.0158 - mae: 0.0981  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 0.0152 - mae: 0.0945  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 0.0147 - mae: 0.0913  63/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0142 - mae: 0.0879  69/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0137 - mae: 0.0850  74/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0133 - mae: 0.0828  79/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0130 - mae: 0.0807  84/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0127 - mae: 0.0789  89/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0124 - mae: 0.0772  94/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0121 - mae: 0.0757  99/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0119 - mae: 0.0743 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0116 - mae: 0.0727 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0114 - mae: 0.0715 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0112 - mae: 0.0703 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0110 - mae: 0.0692 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0109 - mae: 0.0682 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0107 - mae: 0.0672 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0105 - mae: 0.0663 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0104 - mae: 0.0654 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0102 - mae: 0.0645 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0101 - mae: 0.0637 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0100 - mae: 0.0629 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0098 - mae: 0.0622 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0097 - mae: 0.0615 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0096 - mae: 0.0608 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0095 - mae: 0.0602 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0094 - mae: 0.0595 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0093 - mae: 0.0589 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0092 - mae: 0.0584 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0091 - mae: 0.0578 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0090 - mae: 0.0573 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0089 - mae: 0.0567 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 0.0088 - mae: 0.0562 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 0.0087 - mae: 0.0557 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 0.0086 - mae: 0.0553 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 0.0085 - mae: 0.0548 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 0.0085 - mae: 0.0544 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0084 - mae: 0.0539 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0083 - mae: 0.0535 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0082 - mae: 0.0531 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0082 - mae: 0.0527 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0081 - mae: 0.0523 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0080 - mae: 0.0520 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0080 - mae: 0.0516 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0079 - mae: 0.0513 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0078 - mae: 0.0509 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0078 - mae: 0.0506 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 0.0077 - mae: 0.0503 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 0.0077 - mae: 0.0500 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0076 - mae: 0.0497 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0076 - mae: 0.0494 305/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0075 - mae: 0.0491 310/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 0.0075 - mae: 0.0488 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0074 - mae: 0.0486 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0073 - mae: 0.0483 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0073 - mae: 0.0480 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0073 - mae: 0.0478 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0072 - mae: 0.0475 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0072 - mae: 0.0473 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0071 - mae: 0.0471 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0071 - mae: 0.0468 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0070 - mae: 0.0465 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0070 - mae: 0.0463 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0069 - mae: 0.0461 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0069 - mae: 0.0459 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0068 - mae: 0.0456 382/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0068 - mae: 0.0454 387/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0068 - mae: 0.0452 392/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0067 - mae: 0.0450 397/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0067 - mae: 0.0449 402/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0066 - mae: 0.0447 407/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 0.0066 - mae: 0.0445 412/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0066 - mae: 0.0443 417/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0065 - mae: 0.0441 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0065 - mae: 0.0439 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0065 - mae: 0.0438 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0064 - mae: 0.0436 437/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0064 - mae: 0.0434 442/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0064 - mae: 0.0432 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0063 - mae: 0.0431 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0063 - mae: 0.0429 457/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0063 - mae: 0.0428 462/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0062 - mae: 0.0426 467/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0062 - mae: 0.0424 472/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0062 - mae: 0.0423 477/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0061 - mae: 0.0421 482/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0061 - mae: 0.0420 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0061 - mae: 0.0418 492/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0061 - mae: 0.0417 497/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0060 - mae: 0.0416 502/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 0.0060 - mae: 0.0414 507/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0060 - mae: 0.0413 512/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0059 - mae: 0.0411 517/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0059 - mae: 0.0410 522/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0059 - mae: 0.0409 527/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0059 - mae: 0.0407 532/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0058 - mae: 0.0406 537/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0058 - mae: 0.0405 542/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0058 - mae: 0.0404 547/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0058 - mae: 0.0402 552/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0057 - mae: 0.0401 557/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0057 - mae: 0.0400 562/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0057 - mae: 0.0399 567/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0057 - mae: 0.0398 572/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0056 - mae: 0.0396 577/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0056 - mae: 0.0395 583/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 0.0056 - 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loss: 7.5714e-04 - mae: 0.0173  6/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.6424e-04 - mae: 0.0166  11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4887e-04 - mae: 0.0160   16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4934e-04 - mae: 0.0160  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.5541e-04 - mae: 0.0161  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.6433e-04 - mae: 0.0163  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6862e-04 - mae: 0.0164  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.7007e-04 - mae: 0.0164  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.7055e-04 - mae: 0.0164  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.7052e-04 - mae: 0.0164  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7020e-04 - mae: 0.0164  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7040e-04 - mae: 0.0164  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7002e-04 - mae: 0.0165  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6932e-04 - mae: 0.0165  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6836e-04 - mae: 0.0165  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6758e-04 - mae: 0.0165  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6674e-04 - mae: 0.0165  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6579e-04 - mae: 0.0165  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6463e-04 - mae: 0.0165  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6330e-04 - mae: 0.0166 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6178e-04 - mae: 0.0165 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6020e-04 - mae: 0.0165 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5875e-04 - mae: 0.0165 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5729e-04 - mae: 0.0165 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5572e-04 - mae: 0.0165 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5404e-04 - mae: 0.0165 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5234e-04 - mae: 0.0165 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5058e-04 - mae: 0.0165 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4880e-04 - mae: 0.0164 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4697e-04 - mae: 0.0164 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4514e-04 - mae: 0.0164 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4313e-04 - mae: 0.0164 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4166e-04 - mae: 0.0163 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4024e-04 - mae: 0.0163 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3882e-04 - mae: 0.0163 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3738e-04 - mae: 0.0163 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3595e-04 - mae: 0.0163 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3459e-04 - mae: 0.0163 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3325e-04 - mae: 0.0163 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3193e-04 - mae: 0.0162 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3065e-04 - mae: 0.0162 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2940e-04 - mae: 0.0162 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2816e-04 - mae: 0.0162 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2708e-04 - mae: 0.0162 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2606e-04 - mae: 0.0162 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2513e-04 - mae: 0.0162 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2426e-04 - mae: 0.0162 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2345e-04 - mae: 0.0162 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2269e-04 - mae: 0.0162 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2193e-04 - mae: 0.0162 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2115e-04 - mae: 0.0162 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2042e-04 - mae: 0.0162 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1954e-04 - mae: 0.0162 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1878e-04 - mae: 0.0162 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1802e-04 - mae: 0.0162 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1728e-04 - mae: 0.0162 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1657e-04 - mae: 0.0162 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1586e-04 - mae: 0.0162 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1514e-04 - mae: 0.0162 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1440e-04 - mae: 0.0162 303/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1364e-04 - mae: 0.0162 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1289e-04 - mae: 0.0162 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1215e-04 - mae: 0.0162 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1141e-04 - mae: 0.0162 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1068e-04 - mae: 0.0162 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0997e-04 - mae: 0.0162 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0928e-04 - mae: 0.0162 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0861e-04 - mae: 0.0162 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0796e-04 - mae: 0.0162 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0718e-04 - mae: 0.0162 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0652e-04 - mae: 0.0162 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0587e-04 - mae: 0.0162 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0521e-04 - mae: 0.0162 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0455e-04 - mae: 0.0162 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0391e-04 - mae: 0.0162 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0337e-04 - mae: 0.0162 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0287e-04 - mae: 0.0162 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0239e-04 - mae: 0.0162 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0191e-04 - mae: 0.0162 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0144e-04 - mae: 0.0162 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0100e-04 - mae: 0.0162 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0055e-04 - mae: 0.0162 414/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0009e-04 - mae: 0.0162 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9955e-04 - mae: 0.0162 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.6420e-04 - mae: 0.0165 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6382e-04 - mae: 0.0165 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6336e-04 - mae: 0.0165 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6297e-04 - mae: 0.0165 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6258e-04 - mae: 0.0165 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6218e-04 - mae: 0.0165 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.6178e-04 - mae: 0.0165 - val_loss: 2.2293e-04 - val_mae: 0.0050 - learning_rate: 0.0019 -Epoch 3/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 30s 34ms/step - loss: 3.4980e-04 - mae: 0.0130  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.6309e-04 - mae: 0.0129   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.7096e-04 - mae: 0.0132  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.7181e-04 - mae: 0.0132  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.6925e-04 - mae: 0.0132  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.6680e-04 - mae: 0.0131  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.6699e-04 - mae: 0.0132  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.6633e-04 - mae: 0.0132  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.6646e-04 - mae: 0.0132  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.6769e-04 - mae: 0.0133  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.6860e-04 - mae: 0.0133  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.6990e-04 - mae: 0.0134  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.7099e-04 - mae: 0.0135  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.7544e-04 - mae: 0.0135  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.8000e-04 - mae: 0.0136  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.8365e-04 - mae: 0.0137  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.8652e-04 - mae: 0.0138  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.8885e-04 - mae: 0.0139  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.9093e-04 - mae: 0.0139  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.9269e-04 - mae: 0.0140 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.9430e-04 - mae: 0.0140 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.9579e-04 - mae: 0.0141 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 3.9718e-04 - mae: 0.0141 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.9841e-04 - mae: 0.0142 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 3.9953e-04 - mae: 0.0142 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0051e-04 - mae: 0.0143 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0127e-04 - mae: 0.0143 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0196e-04 - mae: 0.0144 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0264e-04 - mae: 0.0144 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0319e-04 - mae: 0.0144 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 4.0363e-04 - mae: 0.0145 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0397e-04 - mae: 0.0145 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0424e-04 - mae: 0.0145 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0448e-04 - mae: 0.0145 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0473e-04 - mae: 0.0146 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0499e-04 - mae: 0.0146 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0525e-04 - mae: 0.0146 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0550e-04 - mae: 0.0146 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0571e-04 - mae: 0.0147 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0587e-04 - mae: 0.0147 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0600e-04 - mae: 0.0147 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0619e-04 - mae: 0.0147 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 4.0637e-04 - mae: 0.0147 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0650e-04 - mae: 0.0148 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0657e-04 - mae: 0.0148 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0664e-04 - mae: 0.0148 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0667e-04 - mae: 0.0148 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0667e-04 - mae: 0.0148 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0665e-04 - mae: 0.0148 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0658e-04 - mae: 0.0148 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0649e-04 - mae: 0.0148 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0638e-04 - mae: 0.0148 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0625e-04 - mae: 0.0148 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0607e-04 - mae: 0.0149 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0586e-04 - mae: 0.0149 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0564e-04 - mae: 0.0149 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0539e-04 - mae: 0.0149 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0513e-04 - mae: 0.0149 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0486e-04 - mae: 0.0149 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0459e-04 - mae: 0.0149 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0432e-04 - mae: 0.0149 307/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 4.0402e-04 - mae: 0.0149 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0375e-04 - mae: 0.0149 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0350e-04 - mae: 0.0149 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0326e-04 - mae: 0.0149 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0303e-04 - mae: 0.0149 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0281e-04 - mae: 0.0149 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0263e-04 - mae: 0.0149 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0246e-04 - mae: 0.0149 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0231e-04 - mae: 0.0149 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0215e-04 - mae: 0.0149 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0197e-04 - mae: 0.0149 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0178e-04 - mae: 0.0149 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0158e-04 - mae: 0.0149 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 4.0138e-04 - mae: 0.0149 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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mae: 0.0124  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.4388e-04 - mae: 0.0125  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.4554e-04 - mae: 0.0125  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.4733e-04 - mae: 0.0125  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.4900e-04 - mae: 0.0126  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5101e-04 - mae: 0.0126  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5304e-04 - mae: 0.0127  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5439e-04 - mae: 0.0127  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5538e-04 - mae: 0.0127  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5629e-04 - mae: 0.0128  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5707e-04 - mae: 0.0128  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5775e-04 - mae: 0.0128 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5825e-04 - mae: 0.0128 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5856e-04 - mae: 0.0128 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5885e-04 - mae: 0.0128 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5934e-04 - mae: 0.0128 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.5988e-04 - mae: 0.0128 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6036e-04 - mae: 0.0128 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6069e-04 - mae: 0.0129 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6091e-04 - mae: 0.0129 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6110e-04 - mae: 0.0129 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6124e-04 - mae: 0.0129 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6134e-04 - mae: 0.0129 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6138e-04 - mae: 0.0129 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6147e-04 - mae: 0.0129 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6161e-04 - mae: 0.0129 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6169e-04 - mae: 0.0129 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6175e-04 - mae: 0.0129 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6180e-04 - mae: 0.0129 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6183e-04 - mae: 0.0129 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6183e-04 - mae: 0.0129 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6182e-04 - mae: 0.0129 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6188e-04 - mae: 0.0129 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6194e-04 - mae: 0.0129 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.6198e-04 - mae: 0.0129 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6200e-04 - mae: 0.0129 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6199e-04 - mae: 0.0129 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6198e-04 - mae: 0.0129 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6199e-04 - mae: 0.0129 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6198e-04 - mae: 0.0129 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6197e-04 - mae: 0.0129 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6194e-04 - mae: 0.0129 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6188e-04 - mae: 0.0129 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6183e-04 - mae: 0.0130 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6175e-04 - mae: 0.0130 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6166e-04 - mae: 0.0130 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6159e-04 - mae: 0.0130 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6157e-04 - mae: 0.0130 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6155e-04 - mae: 0.0130 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6152e-04 - mae: 0.0130 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6149e-04 - mae: 0.0130 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6143e-04 - mae: 0.0130 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6138e-04 - mae: 0.0130 308/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.6137e-04 - mae: 0.0130 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 2.6135e-04 - mae: 0.0130 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 2.6133e-04 - mae: 0.0130 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 1.8176e-04 - mae: 0.0110  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8411e-04 - mae: 0.0110  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8588e-04 - mae: 0.0111  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8727e-04 - mae: 0.0111  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8864e-04 - mae: 0.0112  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.9014e-04 - mae: 0.0112 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.9206e-04 - mae: 0.0113 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.9358e-04 - mae: 0.0114 110/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.9496e-04 - mae: 0.0114 115/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.9648e-04 - mae: 0.0115 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.9804e-04 - mae: 0.0115 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.9945e-04 - mae: 0.0116 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.0080e-04 - mae: 0.0116 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.0214e-04 - mae: 0.0117 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.0354e-04 - mae: 0.0117 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.0493e-04 - mae: 0.0118 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.0629e-04 - mae: 0.0119 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.0787e-04 - mae: 0.0119 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.0945e-04 - mae: 0.0120 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1093e-04 - mae: 0.0120 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1228e-04 - mae: 0.0121 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1349e-04 - mae: 0.0121 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1461e-04 - mae: 0.0122 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1564e-04 - mae: 0.0122 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1659e-04 - mae: 0.0122 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1750e-04 - mae: 0.0123 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1836e-04 - mae: 0.0123 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1916e-04 - mae: 0.0123 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1988e-04 - mae: 0.0123 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2051e-04 - mae: 0.0124 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2107e-04 - mae: 0.0124 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2161e-04 - mae: 0.0124 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2215e-04 - mae: 0.0124 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2277e-04 - mae: 0.0124 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2337e-04 - mae: 0.0125 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2384e-04 - mae: 0.0125 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2430e-04 - mae: 0.0125 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2473e-04 - mae: 0.0125 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2516e-04 - mae: 0.0125 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2554e-04 - mae: 0.0125 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2590e-04 - mae: 0.0125 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.2624e-04 - mae: 0.0126 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 2.3021e-04 - mae: 0.0127 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.3019e-04 - mae: 0.0127 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.3016e-04 - mae: 0.0127 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.3013e-04 - mae: 0.0127 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.3010e-04 - mae: 0.0127 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.3009e-04 - mae: 0.0127 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.3008e-04 - mae: 0.0127 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.3007e-04 - mae: 0.0127 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 2.3007e-04 - mae: 0.0127 - val_loss: 1.1531e-04 - val_mae: 0.0088 - learning_rate: 0.0019 -Epoch 6/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 1.7404e-04 - mae: 0.0117  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5088e-04 - mae: 0.0148   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.3985e-04 - mae: 0.0144  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.3587e-04 - mae: 0.0140  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.3084e-04 - mae: 0.0137  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2866e-04 - mae: 0.0135  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2768e-04 - mae: 0.0134  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2683e-04 - mae: 0.0133  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2580e-04 - mae: 0.0133  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2438e-04 - mae: 0.0132  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2321e-04 - mae: 0.0132  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2302e-04 - mae: 0.0131  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2338e-04 - mae: 0.0131  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2395e-04 - mae: 0.0131  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2431e-04 - mae: 0.0131  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2454e-04 - mae: 0.0131  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2482e-04 - mae: 0.0131  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2520e-04 - mae: 0.0131  97/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2544e-04 - mae: 0.0131 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2557e-04 - mae: 0.0131 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2568e-04 - mae: 0.0131 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2573e-04 - mae: 0.0131 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2563e-04 - mae: 0.0131 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2536e-04 - mae: 0.0131 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2501e-04 - mae: 0.0131 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2459e-04 - mae: 0.0131 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2404e-04 - mae: 0.0130 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2345e-04 - mae: 0.0130 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2295e-04 - mae: 0.0130 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2248e-04 - mae: 0.0130 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2206e-04 - mae: 0.0129 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2155e-04 - mae: 0.0129 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2105e-04 - mae: 0.0129 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2068e-04 - mae: 0.0129 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.2032e-04 - mae: 0.0129 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1999e-04 - mae: 0.0129 193/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.1967e-04 - mae: 0.0129 198/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.1944e-04 - mae: 0.0128 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.1930e-04 - mae: 0.0128 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.1914e-04 - mae: 0.0128 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.1894e-04 - mae: 0.0128 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.1871e-04 - mae: 0.0128 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.1849e-04 - mae: 0.0128 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.1835e-04 - mae: 0.0128 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 2.1821e-04 - mae: 0.0128 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 2.0547e-04 - mae: 0.0121 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 2.0545e-04 - mae: 0.0121 - val_loss: 7.2941e-05 - val_mae: 0.0054 - learning_rate: 0.0019 -Epoch 8/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 9.8582e-05 - mae: 0.0089  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 1.4808e-04 - mae: 0.0114   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6288e-04 - mae: 0.0118  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.7951e-04 - mae: 0.0124  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8836e-04 - mae: 0.0127  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.9339e-04 - mae: 0.0128  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.9581e-04 - mae: 0.0128  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.9881e-04 - mae: 0.0129  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 2.0183e-04 - mae: 0.0130  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 2.0515e-04 - mae: 0.0131  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 2.0717e-04 - mae: 0.0132  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 2.0903e-04 - mae: 0.0132  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 2.1045e-04 - mae: 0.0133  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1220e-04 - mae: 0.0133  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1355e-04 - mae: 0.0133  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1438e-04 - mae: 0.0133  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1508e-04 - mae: 0.0134  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1523e-04 - mae: 0.0133  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1522e-04 - mae: 0.0133  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1509e-04 - mae: 0.0133 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1497e-04 - mae: 0.0133 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1487e-04 - mae: 0.0133 114/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1469e-04 - mae: 0.0133 119/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1447e-04 - mae: 0.0133 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1437e-04 - mae: 0.0133 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1432e-04 - mae: 0.0133 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1439e-04 - mae: 0.0133 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1460e-04 - mae: 0.0133 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1490e-04 - mae: 0.0133 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1510e-04 - mae: 0.0133 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1523e-04 - mae: 0.0133 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1538e-04 - mae: 0.0133 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1548e-04 - mae: 0.0133 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1554e-04 - mae: 0.0133 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1555e-04 - mae: 0.0133 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1547e-04 - mae: 0.0133 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1532e-04 - mae: 0.0132 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1518e-04 - mae: 0.0132 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1503e-04 - mae: 0.0132 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 2.1628e-04 - mae: 0.0129 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 2.1624e-04 - mae: 0.0129 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 2.1619e-04 - mae: 0.0129 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 2.1615e-04 - mae: 0.0129 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1610e-04 - mae: 0.0129 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1606e-04 - mae: 0.0129 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1601e-04 - mae: 0.0129 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1597e-04 - mae: 0.0129 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1593e-04 - mae: 0.0129 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1589e-04 - mae: 0.0129 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1585e-04 - mae: 0.0129 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1580e-04 - mae: 0.0129 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1575e-04 - mae: 0.0129 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1570e-04 - mae: 0.0129 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1565e-04 - mae: 0.0129 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1560e-04 - mae: 0.0129 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1554e-04 - mae: 0.0129 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1549e-04 - mae: 0.0129 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1543e-04 - mae: 0.0129 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1537e-04 - mae: 0.0129 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1531e-04 - mae: 0.0129 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1525e-04 - mae: 0.0129 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 2.1519e-04 - mae: 0.0129 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 2.1513e-04 - mae: 0.0129 - val_loss: 1.8923e-04 - val_mae: 0.0154 - learning_rate: 0.0019 -Epoch 9/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 2.7523e-04 - mae: 0.0158  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 2.8593e-04 - mae: 0.0163   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 2.8648e-04 - mae: 0.0168  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.8508e-04 - mae: 0.0169  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.7987e-04 - mae: 0.0167  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.7243e-04 - mae: 0.0164  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.6425e-04 - mae: 0.0160  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5653e-04 - mae: 0.0157  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5046e-04 - mae: 0.0154  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.4553e-04 - mae: 0.0152  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.4119e-04 - mae: 0.0150  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.3721e-04 - mae: 0.0149  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.3341e-04 - mae: 0.0147  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.3013e-04 - mae: 0.0146  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2765e-04 - mae: 0.0144  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2574e-04 - mae: 0.0144  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2403e-04 - mae: 0.0143  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2243e-04 - mae: 0.0142  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2092e-04 - mae: 0.0142  98/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1954e-04 - mae: 0.0141 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1825e-04 - mae: 0.0140 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1713e-04 - mae: 0.0140 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1608e-04 - mae: 0.0139 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1504e-04 - mae: 0.0139 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1430e-04 - mae: 0.0138 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1377e-04 - mae: 0.0138 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1329e-04 - mae: 0.0138 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1280e-04 - mae: 0.0137 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1231e-04 - mae: 0.0137 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1182e-04 - mae: 0.0137 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 2.1132e-04 - mae: 0.0136 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 1.9443e-04 - mae: 0.0123 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9437e-04 - mae: 0.0123 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9430e-04 - mae: 0.0123 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9424e-04 - mae: 0.0123 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9416e-04 - mae: 0.0123 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9408e-04 - mae: 0.0123 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9402e-04 - mae: 0.0123 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9396e-04 - mae: 0.0123 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9389e-04 - mae: 0.0123 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9383e-04 - mae: 0.0123 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9377e-04 - mae: 0.0123 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9372e-04 - mae: 0.0123 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9367e-04 - mae: 0.0123 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9362e-04 - mae: 0.0123 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9358e-04 - mae: 0.0123 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9353e-04 - mae: 0.0122 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9349e-04 - mae: 0.0122 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.9346e-04 - mae: 0.0122 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 1.9342e-04 - mae: 0.0122 - val_loss: 9.7421e-05 - val_mae: 0.0064 - learning_rate: 0.0019 -Epoch 10/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 1.3411e-04 - mae: 0.0086  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 2.3802e-04 - mae: 0.0127   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5536e-04 - mae: 0.0139  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5334e-04 - mae: 0.0139  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.4623e-04 - mae: 0.0137  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.4123e-04 - mae: 0.0136  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.3811e-04 - mae: 0.0136  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.3488e-04 - mae: 0.0135  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.3188e-04 - mae: 0.0134  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2862e-04 - mae: 0.0133  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2540e-04 - mae: 0.0132  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2255e-04 - mae: 0.0131  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1974e-04 - mae: 0.0130  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1708e-04 - mae: 0.0129  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1452e-04 - mae: 0.0128  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1213e-04 - mae: 0.0127  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.0989e-04 - mae: 0.0126  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.0819e-04 - mae: 0.0125  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.0661e-04 - mae: 0.0125  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.0509e-04 - mae: 0.0124 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.0369e-04 - mae: 0.0124 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 1.7868e-04 - mae: 0.0116 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.7868e-04 - mae: 0.0116 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.7868e-04 - mae: 0.0116 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.7869e-04 - mae: 0.0116 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.7871e-04 - mae: 0.0116 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.7874e-04 - mae: 0.0116 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7877e-04 - mae: 0.0116 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7880e-04 - mae: 0.0116 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7883e-04 - mae: 0.0116 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7886e-04 - mae: 0.0116 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7889e-04 - mae: 0.0116 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7892e-04 - mae: 0.0116 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7895e-04 - mae: 0.0116 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7898e-04 - mae: 0.0116 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7901e-04 - mae: 0.0116 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7903e-04 - mae: 0.0116 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7905e-04 - mae: 0.0116 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7907e-04 - mae: 0.0116 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7909e-04 - mae: 0.0116 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7911e-04 - mae: 0.0116 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7912e-04 - mae: 0.0116 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7914e-04 - mae: 0.0116 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7915e-04 - mae: 0.0116 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7917e-04 - mae: 0.0116 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.7918e-04 - mae: 0.0116 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 1.7918e-04 - mae: 0.0116 - val_loss: 6.5709e-05 - val_mae: 0.0048 - learning_rate: 0.0019 -Epoch 11/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 1.1923e-04 - mae: 0.0084  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3508e-04 - mae: 0.0097   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4017e-04 - mae: 0.0100  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3920e-04 - mae: 0.0100  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3768e-04 - mae: 0.0100  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3846e-04 - mae: 0.0100  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3871e-04 - mae: 0.0100  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3872e-04 - mae: 0.0100  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3837e-04 - mae: 0.0100  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3789e-04 - mae: 0.0100  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3719e-04 - mae: 0.0099  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3660e-04 - mae: 0.0099  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3605e-04 - mae: 0.0099  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3557e-04 - mae: 0.0099  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3536e-04 - mae: 0.0098  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3565e-04 - mae: 0.0098  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3615e-04 - mae: 0.0099  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3673e-04 - mae: 0.0099  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3713e-04 - mae: 0.0099  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3743e-04 - mae: 0.0099 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3759e-04 - mae: 0.0098 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3767e-04 - mae: 0.0098 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3769e-04 - mae: 0.0098 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3766e-04 - mae: 0.0098 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3759e-04 - mae: 0.0098 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3742e-04 - mae: 0.0098 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3722e-04 - mae: 0.0098 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3704e-04 - mae: 0.0097 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3685e-04 - mae: 0.0097 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3672e-04 - mae: 0.0097 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3660e-04 - mae: 0.0097 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3645e-04 - mae: 0.0097 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3627e-04 - mae: 0.0097 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3610e-04 - mae: 0.0097 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3592e-04 - mae: 0.0097 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3572e-04 - mae: 0.0097 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3551e-04 - mae: 0.0097 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3536e-04 - mae: 0.0097 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3535e-04 - mae: 0.0097 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3536e-04 - mae: 0.0097 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3538e-04 - mae: 0.0097 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3558e-04 - mae: 0.0097 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 1.3720e-04 - mae: 0.0096 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3717e-04 - mae: 0.0096 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3714e-04 - mae: 0.0096 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3710e-04 - mae: 0.0096 382/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3706e-04 - mae: 0.0096 387/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3702e-04 - mae: 0.0096 392/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3698e-04 - mae: 0.0096 397/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3693e-04 - mae: 0.0096 402/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3689e-04 - mae: 0.0096 407/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3685e-04 - mae: 0.0096 412/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3680e-04 - mae: 0.0096 417/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3675e-04 - mae: 0.0096 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3670e-04 - mae: 0.0096 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3665e-04 - mae: 0.0096 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3660e-04 - mae: 0.0096 437/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3655e-04 - mae: 0.0096 442/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3651e-04 - mae: 0.0096 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3646e-04 - mae: 0.0096 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3643e-04 - mae: 0.0096 457/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3639e-04 - mae: 0.0096 462/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3636e-04 - mae: 0.0096 467/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3632e-04 - mae: 0.0096 472/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3628e-04 - mae: 0.0096 477/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3623e-04 - mae: 0.0096 482/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3618e-04 - mae: 0.0096 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3613e-04 - mae: 0.0096 492/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3608e-04 - mae: 0.0096 497/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3603e-04 - mae: 0.0096 502/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 1.3362e-04 - mae: 0.0095 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3358e-04 - mae: 0.0095 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3354e-04 - mae: 0.0095 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3350e-04 - mae: 0.0095 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3346e-04 - mae: 0.0095 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3342e-04 - mae: 0.0095 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3339e-04 - mae: 0.0095 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3336e-04 - mae: 0.0095 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3333e-04 - mae: 0.0095 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3330e-04 - mae: 0.0095 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3326e-04 - mae: 0.0095 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3323e-04 - mae: 0.0095 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3320e-04 - mae: 0.0095 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3317e-04 - mae: 0.0095 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3315e-04 - mae: 0.0095 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3312e-04 - mae: 0.0095 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3309e-04 - mae: 0.0095 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3307e-04 - mae: 0.0095 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3306e-04 - mae: 0.0095 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 1.3306e-04 - mae: 0.0095 - val_loss: 1.0497e-04 - val_mae: 0.0089 - learning_rate: 9.6409e-04 -Epoch 12/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 3.9224e-04 - mae: 0.0168  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.7594e-04 - mae: 0.0159   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 2.4231e-04 - mae: 0.0150  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 2.3118e-04 - mae: 0.0145  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 2.2708e-04 - mae: 0.0143  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 2.2109e-04 - mae: 0.0140  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 2.1568e-04 - mae: 0.0138  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 2.1010e-04 - mae: 0.0135  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 2.0524e-04 - mae: 0.0133  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 2.0096e-04 - mae: 0.0131  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.9722e-04 - mae: 0.0129  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.9367e-04 - mae: 0.0128  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.9021e-04 - mae: 0.0126  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.8722e-04 - mae: 0.0125  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.8477e-04 - mae: 0.0124  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.8240e-04 - mae: 0.0123  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.8023e-04 - mae: 0.0122  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.7834e-04 - mae: 0.0121  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.7653e-04 - mae: 0.0120  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.7481e-04 - mae: 0.0119 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - 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loss: 1.4776e-04 - mae: 0.0104 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 1.4771e-04 - mae: 0.0104 - val_loss: 9.0481e-05 - val_mae: 0.0089 - learning_rate: 9.6409e-04 -Epoch 13/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 7.8831e-05 - mae: 0.0086  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2213e-04 - mae: 0.0098   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1510e-04 - mae: 0.0094  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1073e-04 - mae: 0.0092  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1193e-04 - mae: 0.0093  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1219e-04 - mae: 0.0093  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1654e-04 - mae: 0.0094  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2071e-04 - mae: 0.0094  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2394e-04 - mae: 0.0095  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2657e-04 - mae: 0.0096  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2836e-04 - mae: 0.0096  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3013e-04 - mae: 0.0097  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3174e-04 - mae: 0.0097  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3291e-04 - mae: 0.0098  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3386e-04 - mae: 0.0098  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3470e-04 - mae: 0.0098  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3530e-04 - mae: 0.0098  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3618e-04 - mae: 0.0099  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3680e-04 - mae: 0.0099 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3730e-04 - mae: 0.0099 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3770e-04 - mae: 0.0099 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3805e-04 - mae: 0.0100 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3854e-04 - mae: 0.0100 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3896e-04 - mae: 0.0100 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3933e-04 - mae: 0.0100 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3959e-04 - mae: 0.0101 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3979e-04 - mae: 0.0101 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3993e-04 - mae: 0.0101 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4003e-04 - mae: 0.0101 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4008e-04 - mae: 0.0101 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4008e-04 - mae: 0.0101 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4002e-04 - mae: 0.0101 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3991e-04 - mae: 0.0101 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3976e-04 - mae: 0.0101 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3961e-04 - mae: 0.0101 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3943e-04 - mae: 0.0101 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3919e-04 - mae: 0.0101 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3900e-04 - mae: 0.0101 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3876e-04 - mae: 0.0101 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3855e-04 - mae: 0.0101 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3838e-04 - mae: 0.0101 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3820e-04 - mae: 0.0101 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3802e-04 - mae: 0.0100 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3785e-04 - mae: 0.0100 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3766e-04 - mae: 0.0100 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3753e-04 - mae: 0.0100 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3741e-04 - mae: 0.0100 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3731e-04 - mae: 0.0100 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3723e-04 - mae: 0.0100 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3715e-04 - mae: 0.0100 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3707e-04 - mae: 0.0100 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3699e-04 - mae: 0.0100 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3691e-04 - mae: 0.0100 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3683e-04 - mae: 0.0100 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3676e-04 - mae: 0.0100 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3674e-04 - mae: 0.0100 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3677e-04 - mae: 0.0100 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.3682e-04 - mae: 0.0100 301/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3686e-04 - mae: 0.0100 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3692e-04 - mae: 0.0100 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3697e-04 - mae: 0.0100 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3703e-04 - mae: 0.0100 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3707e-04 - mae: 0.0100 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3711e-04 - mae: 0.0100 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3714e-04 - mae: 0.0100 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3717e-04 - mae: 0.0100 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3720e-04 - mae: 0.0101 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3722e-04 - mae: 0.0101 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3723e-04 - mae: 0.0101 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3726e-04 - mae: 0.0101 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3736e-04 - mae: 0.0101 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3745e-04 - mae: 0.0101 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3755e-04 - mae: 0.0101 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3765e-04 - mae: 0.0101 382/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3776e-04 - mae: 0.0101 387/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3786e-04 - mae: 0.0101 392/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3796e-04 - mae: 0.0101 397/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.3804e-04 - mae: 0.0101 402/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3812e-04 - mae: 0.0101 407/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.3819e-04 - mae: 0.0101 412/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 1.3877e-04 - mae: 0.0101 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.3876e-04 - mae: 0.0101 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.3876e-04 - mae: 0.0101 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.3875e-04 - mae: 0.0101 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3875e-04 - mae: 0.0101 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3874e-04 - mae: 0.0101 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3874e-04 - mae: 0.0101 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3873e-04 - mae: 0.0101 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3873e-04 - mae: 0.0101 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3872e-04 - mae: 0.0101 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3872e-04 - mae: 0.0101 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3871e-04 - mae: 0.0101 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3870e-04 - mae: 0.0101 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3870e-04 - mae: 0.0101 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3869e-04 - mae: 0.0101 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3868e-04 - mae: 0.0101 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3867e-04 - mae: 0.0101 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3866e-04 - mae: 0.0101 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3866e-04 - mae: 0.0101 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3864e-04 - mae: 0.0101 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3863e-04 - mae: 0.0101 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3862e-04 - mae: 0.0101 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3861e-04 - mae: 0.0101 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 1.3860e-04 - mae: 0.0101 - val_loss: 7.2871e-05 - val_mae: 0.0078 - learning_rate: 9.6409e-04 -Epoch 14/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 36ms/step - loss: 1.5521e-04 - mae: 0.0125  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 1.8861e-04 - mae: 0.0130   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 1.8292e-04 - mae: 0.0130  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 1.7549e-04 - mae: 0.0127  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6974e-04 - mae: 0.0125  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6778e-04 - mae: 0.0124  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6558e-04 - mae: 0.0123  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6312e-04 - mae: 0.0122  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6064e-04 - mae: 0.0121  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5850e-04 - mae: 0.0120  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5658e-04 - mae: 0.0119  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5459e-04 - mae: 0.0118  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5314e-04 - mae: 0.0117  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5177e-04 - mae: 0.0116  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5051e-04 - mae: 0.0115  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4929e-04 - mae: 0.0115  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4825e-04 - mae: 0.0114  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4744e-04 - mae: 0.0113  95/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4692e-04 - mae: 0.0113 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4637e-04 - mae: 0.0112 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4621e-04 - mae: 0.0112 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4621e-04 - mae: 0.0112 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4632e-04 - mae: 0.0112 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4647e-04 - mae: 0.0111 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4658e-04 - mae: 0.0111 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4664e-04 - mae: 0.0111 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4665e-04 - mae: 0.0111 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4662e-04 - mae: 0.0111 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4653e-04 - mae: 0.0111 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4652e-04 - mae: 0.0110 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4653e-04 - mae: 0.0110 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4653e-04 - mae: 0.0110 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4651e-04 - mae: 0.0110 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4648e-04 - mae: 0.0110 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4643e-04 - mae: 0.0110 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4640e-04 - mae: 0.0110 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4638e-04 - mae: 0.0110 195/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4634e-04 - mae: 0.0110 201/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4628e-04 - mae: 0.0109 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4622e-04 - mae: 0.0109 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4613e-04 - mae: 0.0109 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4603e-04 - mae: 0.0109 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4590e-04 - mae: 0.0109 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4577e-04 - mae: 0.0109 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4563e-04 - mae: 0.0109 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4550e-04 - mae: 0.0109 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4535e-04 - mae: 0.0108 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4521e-04 - mae: 0.0108 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4506e-04 - mae: 0.0108 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4490e-04 - mae: 0.0108 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4474e-04 - mae: 0.0108 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4459e-04 - mae: 0.0108 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4443e-04 - mae: 0.0108 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4428e-04 - mae: 0.0108 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4410e-04 - mae: 0.0107 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4396e-04 - mae: 0.0107 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4382e-04 - mae: 0.0107 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4367e-04 - mae: 0.0107 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4353e-04 - mae: 0.0107 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4338e-04 - mae: 0.0107 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4323e-04 - mae: 0.0107 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4308e-04 - mae: 0.0107 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4292e-04 - mae: 0.0107 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4275e-04 - mae: 0.0107 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4258e-04 - mae: 0.0107 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4241e-04 - mae: 0.0107 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4226e-04 - mae: 0.0106 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4212e-04 - mae: 0.0106 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4199e-04 - mae: 0.0106 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4187e-04 - mae: 0.0106 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4175e-04 - mae: 0.0106 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.4163e-04 - mae: 0.0106 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 1.3737e-04 - mae: 0.0103 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3734e-04 - mae: 0.0103 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3732e-04 - mae: 0.0103 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3729e-04 - mae: 0.0103 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3726e-04 - mae: 0.0103 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3724e-04 - mae: 0.0103 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3721e-04 - mae: 0.0103 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3719e-04 - mae: 0.0103 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3716e-04 - mae: 0.0103 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3714e-04 - mae: 0.0103 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3712e-04 - mae: 0.0103 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3710e-04 - mae: 0.0103 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3708e-04 - mae: 0.0103 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3706e-04 - mae: 0.0103 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3704e-04 - mae: 0.0103 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 1.3703e-04 - mae: 0.0103 - val_loss: 6.2820e-05 - val_mae: 0.0067 - learning_rate: 9.6409e-04 -Epoch 15/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 6.3061e-05 - mae: 0.0073  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0247e-04 - mae: 0.0084   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0569e-04 - mae: 0.0086  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0519e-04 - mae: 0.0087  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0484e-04 - mae: 0.0087  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0491e-04 - mae: 0.0088  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0556e-04 - mae: 0.0088  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0595e-04 - mae: 0.0089  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0623e-04 - mae: 0.0090  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0765e-04 - mae: 0.0091  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0863e-04 - mae: 0.0092  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0934e-04 - mae: 0.0092  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1002e-04 - mae: 0.0093  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1062e-04 - mae: 0.0094  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1121e-04 - mae: 0.0094  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1166e-04 - mae: 0.0095  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1208e-04 - mae: 0.0095  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1229e-04 - mae: 0.0095  98/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1239e-04 - mae: 0.0095 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1243e-04 - mae: 0.0096 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1247e-04 - mae: 0.0096 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1258e-04 - mae: 0.0096 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1276e-04 - mae: 0.0096 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1290e-04 - mae: 0.0096 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1305e-04 - mae: 0.0096 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1318e-04 - mae: 0.0096 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1330e-04 - mae: 0.0096 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1339e-04 - mae: 0.0097 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1346e-04 - mae: 0.0097 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1359e-04 - mae: 0.0097 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1371e-04 - mae: 0.0097 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1383e-04 - mae: 0.0097 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1395e-04 - mae: 0.0097 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1409e-04 - mae: 0.0097 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1424e-04 - mae: 0.0097 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1440e-04 - mae: 0.0097 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1457e-04 - mae: 0.0097 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1476e-04 - mae: 0.0097 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1495e-04 - mae: 0.0097 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1514e-04 - mae: 0.0097 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1532e-04 - mae: 0.0097 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1548e-04 - mae: 0.0097 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1564e-04 - mae: 0.0097 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1579e-04 - mae: 0.0097 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1592e-04 - mae: 0.0097 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1612e-04 - mae: 0.0098 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1627e-04 - mae: 0.0098 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1643e-04 - mae: 0.0098 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1657e-04 - mae: 0.0098 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1676e-04 - mae: 0.0098 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1712e-04 - mae: 0.0098 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1754e-04 - mae: 0.0098 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1799e-04 - mae: 0.0098 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1845e-04 - mae: 0.0098 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1890e-04 - mae: 0.0098 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1931e-04 - mae: 0.0098 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1978e-04 - mae: 0.0098 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.2016e-04 - mae: 0.0098 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.2054e-04 - mae: 0.0099 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.2091e-04 - mae: 0.0099 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.2127e-04 - mae: 0.0099 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.2162e-04 - mae: 0.0099 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.2195e-04 - mae: 0.0099 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.2227e-04 - mae: 0.0099 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.2262e-04 - mae: 0.0099 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.2296e-04 - mae: 0.0099 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 1.3321e-04 - mae: 0.0102 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3323e-04 - mae: 0.0102 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3324e-04 - mae: 0.0102 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3326e-04 - mae: 0.0102 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3328e-04 - mae: 0.0102 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3330e-04 - mae: 0.0102 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.3332e-04 - mae: 0.0102 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 1.3334e-04 - mae: 0.0102 - val_loss: 6.1048e-05 - val_mae: 0.0049 - learning_rate: 9.6409e-04 -Epoch 16/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 1.1761e-04 - mae: 0.0105  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 1.4667e-04 - mae: 0.0105   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 1.6276e-04 - mae: 0.0107  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 1.5873e-04 - mae: 0.0105  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5262e-04 - mae: 0.0102  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4826e-04 - mae: 0.0100  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4387e-04 - mae: 0.0099  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4059e-04 - mae: 0.0098  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3806e-04 - mae: 0.0097  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3580e-04 - mae: 0.0096  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3395e-04 - mae: 0.0096  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3228e-04 - mae: 0.0095  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3083e-04 - mae: 0.0095  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2947e-04 - mae: 0.0094  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2808e-04 - mae: 0.0094  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2676e-04 - mae: 0.0094  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2561e-04 - mae: 0.0093  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2490e-04 - mae: 0.0093  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2429e-04 - mae: 0.0093  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2367e-04 - mae: 0.0093 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2306e-04 - mae: 0.0092 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2246e-04 - mae: 0.0092 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2189e-04 - mae: 0.0092 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2140e-04 - mae: 0.0092 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2096e-04 - mae: 0.0092 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2050e-04 - mae: 0.0091 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2011e-04 - mae: 0.0091 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1967e-04 - mae: 0.0091 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1931e-04 - mae: 0.0091 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1899e-04 - mae: 0.0091 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1869e-04 - mae: 0.0091 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1845e-04 - mae: 0.0091 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1822e-04 - mae: 0.0091 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1799e-04 - mae: 0.0091 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1775e-04 - mae: 0.0091 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1751e-04 - mae: 0.0091 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1727e-04 - mae: 0.0090 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1705e-04 - mae: 0.0090 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1686e-04 - mae: 0.0090 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1667e-04 - mae: 0.0090 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1651e-04 - mae: 0.0090 209/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1635e-04 - mae: 0.0090 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1619e-04 - mae: 0.0090 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1603e-04 - mae: 0.0090 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1586e-04 - mae: 0.0090 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1569e-04 - mae: 0.0090 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1554e-04 - mae: 0.0090 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1540e-04 - mae: 0.0090 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1527e-04 - mae: 0.0090 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1514e-04 - mae: 0.0090 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1502e-04 - mae: 0.0090 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1489e-04 - mae: 0.0090 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1478e-04 - mae: 0.0090 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1467e-04 - mae: 0.0090 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1454e-04 - mae: 0.0090 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1441e-04 - mae: 0.0090 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1430e-04 - mae: 0.0090 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1420e-04 - mae: 0.0090 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1410e-04 - mae: 0.0090 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1404e-04 - mae: 0.0090 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 1.1271e-04 - mae: 0.0090 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 1.1270e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 1.1270e-04 - mae: 0.0090 - val_loss: 4.7661e-05 - val_mae: 0.0049 - learning_rate: 4.8204e-04 -Epoch 17/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 42ms/step - loss: 8.0033e-05 - mae: 0.0087  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 1.0563e-04 - mae: 0.0088   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9210e-05 - mae: 0.0086  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8304e-05 - mae: 0.0085  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9600e-05 - mae: 0.0086  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9085e-05 - mae: 0.0085  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8826e-05 - mae: 0.0085  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8372e-05 - mae: 0.0084  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7760e-05 - mae: 0.0084  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7558e-05 - mae: 0.0084  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7377e-05 - mae: 0.0084  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7287e-05 - mae: 0.0084  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7226e-05 - mae: 0.0084  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7123e-05 - mae: 0.0084  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7016e-05 - mae: 0.0084  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7068e-05 - mae: 0.0084  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7183e-05 - mae: 0.0084  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7188e-05 - mae: 0.0084  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7138e-05 - mae: 0.0084  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7152e-05 - mae: 0.0083 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7295e-05 - mae: 0.0084 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7410e-05 - mae: 0.0084 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7570e-05 - mae: 0.0084 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7710e-05 - mae: 0.0084 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8018e-05 - mae: 0.0084 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8409e-05 - mae: 0.0084 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8768e-05 - mae: 0.0084 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9149e-05 - mae: 0.0084 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9403e-05 - mae: 0.0084 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9659e-05 - mae: 0.0084 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9817e-05 - mae: 0.0084 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9974e-05 - mae: 0.0084 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0009e-04 - mae: 0.0084 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0020e-04 - mae: 0.0084 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0031e-04 - mae: 0.0084 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0051e-04 - mae: 0.0084 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0067e-04 - mae: 0.0084 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0081e-04 - mae: 0.0084 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0097e-04 - mae: 0.0084 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0118e-04 - mae: 0.0084 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0134e-04 - mae: 0.0084 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0150e-04 - mae: 0.0084 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0168e-04 - mae: 0.0084 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0184e-04 - mae: 0.0084 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0200e-04 - mae: 0.0084 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0215e-04 - mae: 0.0085 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0231e-04 - mae: 0.0085 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0247e-04 - mae: 0.0085 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0259e-04 - mae: 0.0085 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0272e-04 - mae: 0.0085 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0281e-04 - mae: 0.0085 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0289e-04 - mae: 0.0085 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0298e-04 - mae: 0.0085 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0306e-04 - mae: 0.0085 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0313e-04 - mae: 0.0085 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0324e-04 - mae: 0.0085 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0334e-04 - mae: 0.0085 300/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0344e-04 - mae: 0.0085 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0353e-04 - mae: 0.0085 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0362e-04 - mae: 0.0085 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0372e-04 - mae: 0.0085 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0393e-04 - mae: 0.0085 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0413e-04 - mae: 0.0085 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0433e-04 - mae: 0.0085 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0452e-04 - mae: 0.0086 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0468e-04 - mae: 0.0086 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0484e-04 - mae: 0.0086 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0498e-04 - mae: 0.0086 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0510e-04 - mae: 0.0086 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0521e-04 - mae: 0.0086 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0534e-04 - mae: 0.0086 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0546e-04 - mae: 0.0086 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0557e-04 - mae: 0.0086 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0565e-04 - mae: 0.0086 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0575e-04 - mae: 0.0086 399/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0582e-04 - mae: 0.0086 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0589e-04 - mae: 0.0086 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0597e-04 - mae: 0.0086 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0604e-04 - mae: 0.0086 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 1.0692e-04 - mae: 0.0087 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0693e-04 - mae: 0.0087 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0694e-04 - mae: 0.0087 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0694e-04 - mae: 0.0087 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0695e-04 - mae: 0.0087 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 1.0695e-04 - mae: 0.0087 - val_loss: 5.2536e-05 - val_mae: 0.0062 - learning_rate: 4.8204e-04 -Epoch 18/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 9.1576e-05 - mae: 0.0072  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4952e-05 - mae: 0.0079   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9363e-05 - mae: 0.0083  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8970e-05 - mae: 0.0084  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0019e-04 - mae: 0.0085  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0109e-04 - mae: 0.0085  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0357e-04 - mae: 0.0085  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1889e-04 - mae: 0.0087  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2886e-04 - mae: 0.0089  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3601e-04 - mae: 0.0090  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4149e-04 - mae: 0.0092  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4531e-04 - mae: 0.0093  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4809e-04 - mae: 0.0093  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5041e-04 - mae: 0.0094  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5184e-04 - mae: 0.0095  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5257e-04 - mae: 0.0095  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5302e-04 - mae: 0.0096  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5325e-04 - mae: 0.0096  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5337e-04 - mae: 0.0096 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.5335e-04 - mae: 0.0096 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.5320e-04 - mae: 0.0096 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.5296e-04 - mae: 0.0096 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.5267e-04 - mae: 0.0097 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.5237e-04 - mae: 0.0097 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.5198e-04 - mae: 0.0097 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.5143e-04 - mae: 0.0097 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.5093e-04 - mae: 0.0097 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.5039e-04 - mae: 0.0097 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4986e-04 - mae: 0.0097 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4933e-04 - mae: 0.0096 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4875e-04 - mae: 0.0096 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4828e-04 - mae: 0.0096 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4782e-04 - mae: 0.0096 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4725e-04 - mae: 0.0096 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4675e-04 - mae: 0.0096 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4626e-04 - mae: 0.0096 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4577e-04 - mae: 0.0096 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4527e-04 - mae: 0.0096 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4481e-04 - mae: 0.0096 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4438e-04 - mae: 0.0096 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4394e-04 - mae: 0.0096 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4342e-04 - mae: 0.0095 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4289e-04 - mae: 0.0095 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4247e-04 - mae: 0.0095 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4198e-04 - mae: 0.0095 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4147e-04 - mae: 0.0095 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4104e-04 - mae: 0.0095 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.4053e-04 - mae: 0.0095 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 1.1910e-04 - mae: 0.0091 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 1.1902e-04 - mae: 0.0091 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 1.1893e-04 - mae: 0.0091 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 1.1885e-04 - mae: 0.0091 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.1875e-04 - mae: 0.0091 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.1867e-04 - mae: 0.0091 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.1858e-04 - mae: 0.0091 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.1850e-04 - mae: 0.0091 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.1842e-04 - mae: 0.0091 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.1834e-04 - mae: 0.0091 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.1825e-04 - mae: 0.0091 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.1817e-04 - mae: 0.0091 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.1809e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 1.1801e-04 - mae: 0.0091 - val_loss: 5.5098e-05 - val_mae: 0.0068 - learning_rate: 4.8204e-04 -Epoch 19/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 1.7999e-04 - mae: 0.0139  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3430e-04 - mae: 0.0112   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.2824e-04 - mae: 0.0106  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 1.2392e-04 - mae: 0.0103  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2086e-04 - mae: 0.0101  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1896e-04 - mae: 0.0100  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1666e-04 - mae: 0.0099  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1427e-04 - mae: 0.0097  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1181e-04 - mae: 0.0096  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0995e-04 - mae: 0.0095  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0776e-04 - mae: 0.0094  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0582e-04 - mae: 0.0093  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0452e-04 - mae: 0.0092  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0319e-04 - mae: 0.0092  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0231e-04 - mae: 0.0091  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0172e-04 - mae: 0.0091  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0124e-04 - mae: 0.0090  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0095e-04 - mae: 0.0090  96/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0081e-04 - mae: 0.0090 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0059e-04 - mae: 0.0090 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0040e-04 - mae: 0.0090 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0023e-04 - mae: 0.0090 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0011e-04 - mae: 0.0090 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0000e-04 - mae: 0.0090 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9918e-05 - mae: 0.0090 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9842e-05 - mae: 0.0089 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9830e-05 - mae: 0.0089 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9885e-05 - mae: 0.0089 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0000e-04 - mae: 0.0090 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0014e-04 - mae: 0.0090 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0023e-04 - mae: 0.0090 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0033e-04 - mae: 0.0090 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0040e-04 - mae: 0.0090 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0049e-04 - mae: 0.0090 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0056e-04 - mae: 0.0090 188/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0062e-04 - mae: 0.0090 194/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0067e-04 - mae: 0.0090 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0071e-04 - mae: 0.0090 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0074e-04 - mae: 0.0090 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0077e-04 - mae: 0.0090 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0078e-04 - mae: 0.0090 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0077e-04 - mae: 0.0090 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0076e-04 - mae: 0.0090 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0075e-04 - mae: 0.0090 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0074e-04 - mae: 0.0090 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0072e-04 - mae: 0.0090 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0069e-04 - mae: 0.0090 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0067e-04 - mae: 0.0090 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0065e-04 - mae: 0.0090 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0062e-04 - mae: 0.0090 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0061e-04 - mae: 0.0090 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0060e-04 - mae: 0.0090 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0061e-04 - mae: 0.0090 290/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0062e-04 - mae: 0.0090 296/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0063e-04 - mae: 0.0090 301/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0064e-04 - mae: 0.0089 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0065e-04 - mae: 0.0089 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0067e-04 - mae: 0.0089 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0069e-04 - mae: 0.0089 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0071e-04 - mae: 0.0089 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0074e-04 - mae: 0.0089 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0076e-04 - mae: 0.0089 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0078e-04 - mae: 0.0090 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0079e-04 - mae: 0.0090 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0081e-04 - mae: 0.0090 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0082e-04 - mae: 0.0090 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0084e-04 - mae: 0.0090 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0086e-04 - mae: 0.0090 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 1.0087e-04 - mae: 0.0089 451/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0085e-04 - mae: 0.0089 456/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0083e-04 - mae: 0.0089 461/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0080e-04 - mae: 0.0089 466/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0078e-04 - mae: 0.0089 472/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0076e-04 - mae: 0.0089 477/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0074e-04 - mae: 0.0089 482/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0073e-04 - mae: 0.0089 488/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0071e-04 - mae: 0.0089 493/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0069e-04 - mae: 0.0089 498/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0068e-04 - mae: 0.0089 504/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0065e-04 - mae: 0.0089 509/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0063e-04 - mae: 0.0089 515/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0060e-04 - mae: 0.0089 520/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0059e-04 - mae: 0.0089 525/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0057e-04 - mae: 0.0089 530/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0056e-04 - mae: 0.0089 535/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0054e-04 - mae: 0.0089 540/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0053e-04 - mae: 0.0089 545/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0052e-04 - mae: 0.0089 551/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0051e-04 - mae: 0.0089 556/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0050e-04 - mae: 0.0089 562/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0049e-04 - mae: 0.0089 568/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0048e-04 - mae: 0.0089 573/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0048e-04 - mae: 0.0089 578/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0047e-04 - mae: 0.0089 583/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 1.0046e-04 - mae: 0.0089 588/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0045e-04 - mae: 0.0089 593/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - 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loss: 1.0106e-04 - mae: 0.0089 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0109e-04 - mae: 0.0089 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0112e-04 - mae: 0.0089 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0116e-04 - mae: 0.0089 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0119e-04 - mae: 0.0089 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0122e-04 - mae: 0.0089 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0125e-04 - mae: 0.0089 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0128e-04 - mae: 0.0089 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0131e-04 - mae: 0.0089 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0134e-04 - mae: 0.0089 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0137e-04 - mae: 0.0089 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0140e-04 - mae: 0.0089 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0143e-04 - mae: 0.0089 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0145e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 1.0148e-04 - mae: 0.0089 - val_loss: 5.7689e-05 - val_mae: 0.0071 - learning_rate: 4.8204e-04 -Epoch 20/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 42ms/step - loss: 1.0925e-04 - mae: 0.0093  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5649e-05 - mae: 0.0091   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 9.1976e-05 - mae: 0.0089  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.8023e-05 - mae: 0.0086  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.7318e-05 - mae: 0.0086  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.6921e-05 - mae: 0.0085  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.6588e-05 - mae: 0.0085  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.6094e-05 - mae: 0.0085  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.5844e-05 - mae: 0.0084  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.5791e-05 - mae: 0.0084  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.6116e-05 - mae: 0.0084  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.6197e-05 - mae: 0.0084  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.6312e-05 - mae: 0.0084  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.7739e-05 - mae: 0.0084  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.9167e-05 - mae: 0.0084  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.0364e-05 - mae: 0.0084  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.1319e-05 - mae: 0.0084  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.2064e-05 - mae: 0.0084  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.2721e-05 - mae: 0.0084  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.3302e-05 - mae: 0.0084 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.3818e-05 - mae: 0.0084 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.4316e-05 - mae: 0.0085 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.4718e-05 - mae: 0.0085 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.5058e-05 - mae: 0.0085 121/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.5301e-05 - mae: 0.0085 126/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.5466e-05 - mae: 0.0085 131/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.5584e-05 - mae: 0.0085 136/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.5674e-05 - mae: 0.0085 141/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.5809e-05 - mae: 0.0085 146/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.5922e-05 - mae: 0.0085 151/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.6016e-05 - mae: 0.0085 156/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.6148e-05 - mae: 0.0085 161/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.6247e-05 - mae: 0.0085 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6313e-05 - mae: 0.0085 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6364e-05 - mae: 0.0085 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6415e-05 - mae: 0.0085 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6473e-05 - mae: 0.0085 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6523e-05 - mae: 0.0085 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6567e-05 - mae: 0.0085 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6608e-05 - mae: 0.0085 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6634e-05 - mae: 0.0085 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6652e-05 - mae: 0.0085 211/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6676e-05 - mae: 0.0085 216/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6696e-05 - mae: 0.0085 221/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6711e-05 - mae: 0.0085 226/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6754e-05 - mae: 0.0085 231/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6804e-05 - mae: 0.0085 236/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6848e-05 - mae: 0.0085 241/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 9.6901e-05 - mae: 0.0085 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 9.6969e-05 - mae: 0.0085 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 9.7021e-05 - mae: 0.0085 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 9.7070e-05 - mae: 0.0085 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 9.7111e-05 - mae: 0.0085 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - 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loss: 9.9013e-05 - mae: 0.0086 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 9.9040e-05 - mae: 0.0086 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.9072e-05 - mae: 0.0086 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.9103e-05 - mae: 0.0087 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.9128e-05 - mae: 0.0087 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.9151e-05 - mae: 0.0087 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.9172e-05 - mae: 0.0087 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.9193e-05 - mae: 0.0087 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.9213e-05 - mae: 0.0087 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.9233e-05 - mae: 0.0087 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 9.9237e-05 - mae: 0.0087 - val_loss: 4.0056e-05 - val_mae: 0.0043 - learning_rate: 4.8204e-04 -Epoch 21/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 5.9171e-05 - mae: 0.0067  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.3987e-05 - mae: 0.0072   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.7451e-05 - mae: 0.0074  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9243e-05 - mae: 0.0074  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0865e-05 - mae: 0.0075  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2022e-05 - mae: 0.0076  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2336e-05 - mae: 0.0076  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2806e-05 - mae: 0.0076  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3217e-05 - mae: 0.0076  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3494e-05 - mae: 0.0076  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3648e-05 - mae: 0.0076  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3726e-05 - mae: 0.0076  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3713e-05 - mae: 0.0076  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3635e-05 - mae: 0.0076  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3637e-05 - mae: 0.0076  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3686e-05 - mae: 0.0076  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3883e-05 - mae: 0.0076  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4058e-05 - mae: 0.0076  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4219e-05 - mae: 0.0076  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4405e-05 - mae: 0.0076 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4599e-05 - mae: 0.0076 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4809e-05 - mae: 0.0076 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4974e-05 - mae: 0.0076 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5398e-05 - mae: 0.0076 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5839e-05 - mae: 0.0076 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6370e-05 - mae: 0.0077 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6853e-05 - mae: 0.0077 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7285e-05 - mae: 0.0077 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7665e-05 - mae: 0.0077 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 8.7235e-05 - mae: 0.0080 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7239e-05 - mae: 0.0080 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7244e-05 - mae: 0.0080 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7249e-05 - mae: 0.0080 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7254e-05 - mae: 0.0080 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7258e-05 - mae: 0.0080 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7264e-05 - mae: 0.0080 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7276e-05 - mae: 0.0080 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7289e-05 - mae: 0.0080 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7306e-05 - mae: 0.0080 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7333e-05 - mae: 0.0080 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7360e-05 - mae: 0.0080 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7388e-05 - mae: 0.0080 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 8.7409e-05 - mae: 0.0080 - val_loss: 6.0729e-05 - val_mae: 0.0073 - learning_rate: 2.4102e-04 -Epoch 22/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 1.7660e-04 - mae: 0.0122  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.3372e-04 - mae: 0.0109   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.2122e-04 - mae: 0.0103  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1108e-04 - mae: 0.0098  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.1873e-04 - mae: 0.0097  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2579e-04 - mae: 0.0096  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2985e-04 - mae: 0.0096  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3166e-04 - mae: 0.0095  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.3212e-04 - mae: 0.0095  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.3180e-04 - mae: 0.0094  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.3111e-04 - mae: 0.0094  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.3011e-04 - mae: 0.0093  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2894e-04 - mae: 0.0092  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2788e-04 - mae: 0.0092  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2681e-04 - mae: 0.0091  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2579e-04 - mae: 0.0091  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2475e-04 - mae: 0.0091  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2377e-04 - mae: 0.0090  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2266e-04 - mae: 0.0090 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2178e-04 - mae: 0.0090 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2089e-04 - mae: 0.0090 110/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2009e-04 - mae: 0.0089 115/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1929e-04 - mae: 0.0089 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1850e-04 - mae: 0.0089 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1777e-04 - mae: 0.0089 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1715e-04 - mae: 0.0088 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1662e-04 - mae: 0.0088 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1613e-04 - mae: 0.0088 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1563e-04 - mae: 0.0088 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1513e-04 - mae: 0.0088 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1465e-04 - mae: 0.0088 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1419e-04 - mae: 0.0088 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1375e-04 - mae: 0.0087 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1329e-04 - mae: 0.0087 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1283e-04 - mae: 0.0087 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1238e-04 - mae: 0.0087 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1185e-04 - mae: 0.0087 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1136e-04 - mae: 0.0087 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1096e-04 - mae: 0.0087 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1059e-04 - mae: 0.0086 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1022e-04 - mae: 0.0086 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0986e-04 - mae: 0.0086 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0942e-04 - mae: 0.0086 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0900e-04 - mae: 0.0086 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0866e-04 - mae: 0.0086 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0835e-04 - mae: 0.0086 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0803e-04 - mae: 0.0086 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0766e-04 - mae: 0.0086 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0732e-04 - mae: 0.0086 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0701e-04 - mae: 0.0085 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0676e-04 - mae: 0.0085 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0650e-04 - mae: 0.0085 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0625e-04 - mae: 0.0085 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0601e-04 - mae: 0.0085 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 9.4241e-05 - mae: 0.0082 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.4198e-05 - mae: 0.0082 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.4157e-05 - mae: 0.0082 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.4118e-05 - mae: 0.0082 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.4086e-05 - mae: 0.0082 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 9.4078e-05 - mae: 0.0082 - val_loss: 8.9220e-05 - val_mae: 0.0100 - learning_rate: 2.4102e-04 -Epoch 23/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 45ms/step - loss: 9.9866e-05 - mae: 0.0105  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 1.2994e-04 - mae: 0.0112   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2615e-04 - mae: 0.0109  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2503e-04 - mae: 0.0108  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2348e-04 - mae: 0.0107  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2225e-04 - mae: 0.0105  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.2056e-04 - mae: 0.0104  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.1976e-04 - mae: 0.0102  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.1908e-04 - mae: 0.0101  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1842e-04 - mae: 0.0101  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1741e-04 - mae: 0.0100  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1617e-04 - mae: 0.0099  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1493e-04 - mae: 0.0098  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1342e-04 - mae: 0.0097  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1218e-04 - mae: 0.0096  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1106e-04 - mae: 0.0095  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1017e-04 - mae: 0.0094  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0923e-04 - mae: 0.0094  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0839e-04 - mae: 0.0093  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0762e-04 - mae: 0.0093 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 9.9316e-05 - mae: 0.0088 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8942e-05 - mae: 0.0087 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8635e-05 - mae: 0.0087 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8358e-05 - mae: 0.0087 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8081e-05 - mae: 0.0087 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7804e-05 - mae: 0.0087 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7526e-05 - mae: 0.0087 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7429e-05 - mae: 0.0086 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7396e-05 - mae: 0.0086 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7383e-05 - mae: 0.0086 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7358e-05 - mae: 0.0086 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7324e-05 - mae: 0.0086 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7285e-05 - mae: 0.0086 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7242e-05 - mae: 0.0086 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 9.5806e-05 - mae: 0.0084 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.5747e-05 - mae: 0.0084 398/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.5691e-05 - mae: 0.0084 403/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.5633e-05 - mae: 0.0084 408/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.5588e-05 - mae: 0.0084 413/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.5545e-05 - mae: 0.0084 418/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.5502e-05 - mae: 0.0084 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.5445e-05 - mae: 0.0084 429/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.5397e-05 - mae: 0.0084 434/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.5348e-05 - mae: 0.0084 439/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.5311e-05 - mae: 0.0084 444/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.5273e-05 - mae: 0.0084 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.5227e-05 - mae: 0.0084 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.5194e-05 - mae: 0.0084 460/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 9.2714e-05 - mae: 0.0082 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2695e-05 - mae: 0.0082 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2676e-05 - mae: 0.0082 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2658e-05 - mae: 0.0082 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2635e-05 - mae: 0.0082 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2616e-05 - mae: 0.0082 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2596e-05 - mae: 0.0082 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2579e-05 - mae: 0.0082 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2561e-05 - mae: 0.0082 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2542e-05 - mae: 0.0082 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2523e-05 - mae: 0.0082 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2504e-05 - mae: 0.0082 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 9.2489e-05 - mae: 0.0082 - val_loss: 3.7854e-05 - val_mae: 0.0042 - learning_rate: 2.4102e-04 -Epoch 24/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 30s 34ms/step - loss: 7.0017e-05 - mae: 0.0069  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 7.8450e-05 - mae: 0.0071   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0540e-05 - mae: 0.0075  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2361e-05 - mae: 0.0077  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3624e-05 - mae: 0.0078  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4038e-05 - mae: 0.0078  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3698e-05 - mae: 0.0079  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2738e-05 - mae: 0.0079  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1846e-05 - mae: 0.0078  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1565e-05 - mae: 0.0079  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1570e-05 - mae: 0.0079  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2213e-05 - mae: 0.0079  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3794e-05 - mae: 0.0079  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4840e-05 - mae: 0.0079  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5765e-05 - mae: 0.0080  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6772e-05 - mae: 0.0080  88/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7401e-05 - mae: 0.0080  93/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7884e-05 - mae: 0.0080  99/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8228e-05 - mae: 0.0080 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8407e-05 - mae: 0.0081 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8596e-05 - mae: 0.0081 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8742e-05 - mae: 0.0081 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8869e-05 - mae: 0.0081 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8965e-05 - mae: 0.0081 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9012e-05 - mae: 0.0081 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9029e-05 - mae: 0.0081 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9018e-05 - mae: 0.0081 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8970e-05 - mae: 0.0081 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8904e-05 - mae: 0.0081 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8862e-05 - mae: 0.0081 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8800e-05 - mae: 0.0081 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8727e-05 - mae: 0.0081 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8646e-05 - mae: 0.0081 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8563e-05 - mae: 0.0081 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8451e-05 - mae: 0.0081 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8337e-05 - mae: 0.0081 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8224e-05 - mae: 0.0081 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8129e-05 - mae: 0.0081 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.8022e-05 - mae: 0.0081 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7874e-05 - mae: 0.0081 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7758e-05 - mae: 0.0081 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7613e-05 - mae: 0.0081 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7480e-05 - mae: 0.0081 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7341e-05 - mae: 0.0081 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7201e-05 - mae: 0.0081 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7056e-05 - mae: 0.0081 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.6874e-05 - mae: 0.0081 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.6734e-05 - mae: 0.0081 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.6575e-05 - mae: 0.0081 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.6411e-05 - mae: 0.0081 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.6246e-05 - mae: 0.0081 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.6104e-05 - mae: 0.0081 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5929e-05 - mae: 0.0081 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5789e-05 - mae: 0.0081 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5659e-05 - mae: 0.0081 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 9.3669e-05 - mae: 0.0081 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.3538e-05 - mae: 0.0081 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.3410e-05 - mae: 0.0081 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.3279e-05 - mae: 0.0081 390/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.3156e-05 - mae: 0.0081 395/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.3055e-05 - mae: 0.0081 400/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2954e-05 - mae: 0.0081 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2853e-05 - mae: 0.0081 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2733e-05 - mae: 0.0081 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2639e-05 - mae: 0.0081 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2552e-05 - mae: 0.0081 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2454e-05 - mae: 0.0081 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2375e-05 - mae: 0.0081 438/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2287e-05 - mae: 0.0081 444/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2213e-05 - mae: 0.0081 449/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2151e-05 - mae: 0.0081 454/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2094e-05 - mae: 0.0081 459/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.2036e-05 - mae: 0.0081 464/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.1978e-05 - mae: 0.0081 470/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.1906e-05 - mae: 0.0081 476/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.1834e-05 - mae: 0.0081 481/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.1774e-05 - mae: 0.0081 486/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.1720e-05 - mae: 0.0081 491/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 9.1665e-05 - mae: 0.0081 497/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 9.1653e-05 - mae: 0.0081 502/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 9.1644e-05 - mae: 0.0081 508/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 9.1632e-05 - mae: 0.0081 513/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 9.1636e-05 - mae: 0.0081 518/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 9.1725e-05 - mae: 0.0081 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1715e-05 - mae: 0.0081 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1705e-05 - mae: 0.0081 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1693e-05 - mae: 0.0081 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1680e-05 - mae: 0.0081 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1668e-05 - mae: 0.0081 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1659e-05 - mae: 0.0081 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1651e-05 - mae: 0.0081 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1644e-05 - mae: 0.0081 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1637e-05 - mae: 0.0081 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1630e-05 - mae: 0.0081 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1623e-05 - mae: 0.0081 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1615e-05 - mae: 0.0081 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1606e-05 - mae: 0.0081 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1596e-05 - mae: 0.0081 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1585e-05 - mae: 0.0081 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 9.1578e-05 - mae: 0.0081 - val_loss: 3.6247e-05 - val_mae: 0.0042 - learning_rate: 2.4102e-04 -Epoch 25/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 4.9082e-05 - mae: 0.0059  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5016e-04 - mae: 0.0078   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 1.9000e-04 - mae: 0.0086  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.8746e-04 - mae: 0.0088  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.8124e-04 - mae: 0.0090  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.7436e-04 - mae: 0.0090  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.6844e-04 - mae: 0.0091  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.6887e-04 - mae: 0.0091  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.6916e-04 - mae: 0.0092  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.6862e-04 - mae: 0.0092  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6765e-04 - mae: 0.0092  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6631e-04 - mae: 0.0092  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6458e-04 - mae: 0.0092  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6262e-04 - mae: 0.0092  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6057e-04 - mae: 0.0092  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5850e-04 - mae: 0.0092  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5605e-04 - mae: 0.0091  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5408e-04 - mae: 0.0091  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5183e-04 - mae: 0.0091  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5017e-04 - mae: 0.0091 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4871e-04 - mae: 0.0090 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4731e-04 - mae: 0.0090 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4597e-04 - mae: 0.0090 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4467e-04 - mae: 0.0090 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4342e-04 - mae: 0.0090 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4223e-04 - mae: 0.0090 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.4106e-04 - mae: 0.0089 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3993e-04 - mae: 0.0089 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3885e-04 - mae: 0.0089 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3782e-04 - mae: 0.0089 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3686e-04 - mae: 0.0089 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3614e-04 - mae: 0.0089 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3527e-04 - mae: 0.0089 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3443e-04 - mae: 0.0088 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3361e-04 - mae: 0.0088 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 1.3280e-04 - mae: 0.0088 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 1.3202e-04 - mae: 0.0088 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - 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loss: 1.0446e-04 - mae: 0.0084 626/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0435e-04 - mae: 0.0084 631/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0423e-04 - mae: 0.0084 636/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0412e-04 - mae: 0.0084 641/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0400e-04 - mae: 0.0083 646/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0390e-04 - mae: 0.0083 651/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0379e-04 - mae: 0.0083 656/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0369e-04 - mae: 0.0083 662/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0358e-04 - mae: 0.0083 667/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0348e-04 - mae: 0.0083 672/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0338e-04 - mae: 0.0083 677/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0329e-04 - mae: 0.0083 682/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0320e-04 - mae: 0.0083 687/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 1.0310e-04 - mae: 0.0083 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - 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loss: 1.0176e-04 - mae: 0.0083 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.0167e-04 - mae: 0.0083 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.0159e-04 - mae: 0.0083 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.0151e-04 - mae: 0.0083 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.0143e-04 - mae: 0.0083 787/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 1.0135e-04 - mae: 0.0083 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0127e-04 - mae: 0.0083 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0118e-04 - mae: 0.0083 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0110e-04 - mae: 0.0083 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0102e-04 - mae: 0.0083 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0093e-04 - mae: 0.0083 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0086e-04 - mae: 0.0083 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0077e-04 - mae: 0.0083 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0070e-04 - mae: 0.0083 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0063e-04 - mae: 0.0083 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0056e-04 - mae: 0.0083 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0047e-04 - mae: 0.0083 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0041e-04 - mae: 0.0083 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0034e-04 - mae: 0.0083 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0027e-04 - mae: 0.0083 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0019e-04 - mae: 0.0083 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0013e-04 - mae: 0.0083 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 1.0006e-04 - mae: 0.0083 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.9997e-05 - mae: 0.0083 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 9.9959e-05 - mae: 0.0083 - val_loss: 5.3339e-05 - val_mae: 0.0065 - learning_rate: 2.4102e-04 -Epoch 26/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 2.8170e-04 - mae: 0.0112  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 1.5329e-04 - mae: 0.0089   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 1.3126e-04 - mae: 0.0086  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2417e-04 - mae: 0.0085  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1956e-04 - mae: 0.0085  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1528e-04 - mae: 0.0084  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1095e-04 - mae: 0.0083  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0836e-04 - mae: 0.0083  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0603e-04 - mae: 0.0083  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0408e-04 - mae: 0.0082  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0206e-04 - mae: 0.0082  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0052e-04 - mae: 0.0081  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9205e-05 - mae: 0.0081  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7743e-05 - mae: 0.0081  77/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6443e-05 - mae: 0.0081  83/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5239e-05 - mae: 0.0080  89/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4404e-05 - mae: 0.0080  95/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3715e-05 - mae: 0.0080 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3079e-05 - mae: 0.0080 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2538e-05 - mae: 0.0079 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2151e-05 - mae: 0.0079 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1798e-05 - mae: 0.0079 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1472e-05 - mae: 0.0079 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1148e-05 - mae: 0.0079 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0848e-05 - mae: 0.0079 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0609e-05 - mae: 0.0079 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0745e-05 - mae: 0.0079 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1058e-05 - mae: 0.0079 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1377e-05 - mae: 0.0079 164/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1599e-05 - mae: 0.0079 169/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1789e-05 - mae: 0.0079 174/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1943e-05 - mae: 0.0079 179/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2063e-05 - mae: 0.0079 184/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2153e-05 - mae: 0.0079 189/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2231e-05 - mae: 0.0079 194/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2304e-05 - mae: 0.0079 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2368e-05 - mae: 0.0079 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2408e-05 - mae: 0.0079 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2445e-05 - mae: 0.0079 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2473e-05 - mae: 0.0079 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2484e-05 - mae: 0.0079 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2483e-05 - mae: 0.0079 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2469e-05 - mae: 0.0079 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2441e-05 - mae: 0.0079 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2396e-05 - mae: 0.0079 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2348e-05 - mae: 0.0079 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2308e-05 - mae: 0.0079 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2265e-05 - mae: 0.0079 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2222e-05 - mae: 0.0079 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2174e-05 - mae: 0.0079 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2120e-05 - mae: 0.0079 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2059e-05 - mae: 0.0078 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2009e-05 - mae: 0.0078 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1960e-05 - mae: 0.0078 289/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1905e-05 - mae: 0.0078 294/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1855e-05 - mae: 0.0078 299/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1805e-05 - mae: 0.0078 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1752e-05 - mae: 0.0078 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1707e-05 - mae: 0.0078 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1665e-05 - mae: 0.0078 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1622e-05 - mae: 0.0078 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1575e-05 - mae: 0.0078 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1535e-05 - mae: 0.0078 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1492e-05 - mae: 0.0078 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1449e-05 - mae: 0.0078 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1396e-05 - mae: 0.0078 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1346e-05 - mae: 0.0078 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1293e-05 - mae: 0.0078 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1237e-05 - mae: 0.0078 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1180e-05 - mae: 0.0078 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1120e-05 - mae: 0.0078 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1059e-05 - mae: 0.0078 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.0996e-05 - mae: 0.0078 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.0929e-05 - mae: 0.0078 390/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.0858e-05 - mae: 0.0078 395/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.0784e-05 - mae: 0.0078 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.0691e-05 - mae: 0.0078 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.0612e-05 - mae: 0.0078 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.0530e-05 - mae: 0.0078 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.0448e-05 - mae: 0.0078 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.0365e-05 - mae: 0.0078 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.0285e-05 - mae: 0.0078 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.0213e-05 - mae: 0.0078 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.0167e-05 - mae: 0.0078 441/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.0126e-05 - mae: 0.0078 446/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 8.8552e-05 - mae: 0.0078 674/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 8.8521e-05 - mae: 0.0078 679/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 8.8490e-05 - mae: 0.0078 685/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 8.8453e-05 - mae: 0.0078 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8425e-05 - mae: 0.0078 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8392e-05 - mae: 0.0078 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8364e-05 - mae: 0.0078 706/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8335e-05 - mae: 0.0078 712/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8300e-05 - mae: 0.0078 718/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8268e-05 - mae: 0.0078 724/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8238e-05 - mae: 0.0078 729/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8214e-05 - mae: 0.0078 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8184e-05 - mae: 0.0078 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8159e-05 - mae: 0.0078 745/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8135e-05 - mae: 0.0078 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8106e-05 - mae: 0.0078 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8084e-05 - mae: 0.0078 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8057e-05 - mae: 0.0078 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8034e-05 - mae: 0.0078 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.8012e-05 - mae: 0.0078 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.7991e-05 - mae: 0.0078 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 8.7968e-05 - mae: 0.0078 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7944e-05 - mae: 0.0078 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7917e-05 - mae: 0.0078 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7895e-05 - mae: 0.0078 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7868e-05 - mae: 0.0078 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7839e-05 - mae: 0.0078 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7815e-05 - mae: 0.0078 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7791e-05 - mae: 0.0078 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7766e-05 - mae: 0.0078 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7740e-05 - mae: 0.0078 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7714e-05 - mae: 0.0078 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7687e-05 - mae: 0.0078 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7661e-05 - mae: 0.0078 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7637e-05 - mae: 0.0078 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7614e-05 - mae: 0.0078 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7591e-05 - mae: 0.0078 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7567e-05 - mae: 0.0078 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7543e-05 - mae: 0.0078 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7520e-05 - mae: 0.0078 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.7493e-05 - mae: 0.0078 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 8.7476e-05 - mae: 0.0078 - val_loss: 4.0313e-05 - val_mae: 0.0052 - learning_rate: 1.2051e-04 -Epoch 27/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 5.3827e-05 - mae: 0.0061  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1110e-05 - mae: 0.0069   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.2403e-05 - mae: 0.0073  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.6672e-05 - mae: 0.0075  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.9513e-05 - mae: 0.0076  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.0617e-05 - mae: 0.0077  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.0434e-05 - mae: 0.0077  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.9954e-05 - mae: 0.0077  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.9351e-05 - mae: 0.0077  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.8717e-05 - mae: 0.0077  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.0074e-05 - mae: 0.0077  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.1366e-05 - mae: 0.0077  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.2475e-05 - mae: 0.0077  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.3343e-05 - mae: 0.0077  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4030e-05 - mae: 0.0077  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4491e-05 - mae: 0.0077  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.4806e-05 - mae: 0.0077  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.5036e-05 - mae: 0.0077  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.5190e-05 - mae: 0.0077  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.5240e-05 - mae: 0.0077 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.5254e-05 - mae: 0.0077 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5205e-05 - mae: 0.0077 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5126e-05 - mae: 0.0077 118/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5092e-05 - mae: 0.0077 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5128e-05 - mae: 0.0077 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5118e-05 - mae: 0.0077 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5067e-05 - mae: 0.0077 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4984e-05 - mae: 0.0077 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4895e-05 - mae: 0.0077 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4784e-05 - mae: 0.0077 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4667e-05 - mae: 0.0077 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4550e-05 - mae: 0.0077 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4424e-05 - mae: 0.0077 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4290e-05 - mae: 0.0077 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4167e-05 - mae: 0.0077 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4059e-05 - mae: 0.0077 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3944e-05 - mae: 0.0077 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3834e-05 - mae: 0.0077 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3746e-05 - mae: 0.0077 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3646e-05 - mae: 0.0077 208/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3546e-05 - mae: 0.0077 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3524e-05 - mae: 0.0077 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3525e-05 - mae: 0.0077 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3523e-05 - mae: 0.0077 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3533e-05 - mae: 0.0077 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3534e-05 - mae: 0.0077 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3526e-05 - mae: 0.0077 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3520e-05 - mae: 0.0077 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3501e-05 - mae: 0.0077 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3477e-05 - mae: 0.0077 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3446e-05 - mae: 0.0077 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3401e-05 - mae: 0.0077 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3357e-05 - mae: 0.0077 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3326e-05 - mae: 0.0077 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3295e-05 - mae: 0.0077 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3264e-05 - mae: 0.0077 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3225e-05 - mae: 0.0077 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3180e-05 - mae: 0.0077 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3124e-05 - mae: 0.0077 306/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3079e-05 - mae: 0.0077 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3037e-05 - mae: 0.0077 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2997e-05 - mae: 0.0077 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2960e-05 - mae: 0.0077 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2931e-05 - mae: 0.0077 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2904e-05 - mae: 0.0077 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2877e-05 - mae: 0.0077 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2848e-05 - mae: 0.0077 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2808e-05 - mae: 0.0077 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2793e-05 - mae: 0.0077 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2804e-05 - mae: 0.0077 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2817e-05 - mae: 0.0077 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2839e-05 - mae: 0.0077 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2899e-05 - mae: 0.0077 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2951e-05 - mae: 0.0077 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3002e-05 - mae: 0.0077 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3049e-05 - mae: 0.0077 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3098e-05 - mae: 0.0077 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3154e-05 - mae: 0.0077 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3196e-05 - mae: 0.0077 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3242e-05 - mae: 0.0077 414/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3283e-05 - mae: 0.0077 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3337e-05 - mae: 0.0077 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3381e-05 - mae: 0.0077 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3421e-05 - mae: 0.0077 435/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3457e-05 - mae: 0.0077 441/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3497e-05 - mae: 0.0077 446/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3527e-05 - mae: 0.0077 451/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3554e-05 - mae: 0.0077 456/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3579e-05 - mae: 0.0077 461/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3602e-05 - mae: 0.0077 466/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3623e-05 - mae: 0.0077 471/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3640e-05 - mae: 0.0077 476/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3654e-05 - mae: 0.0077 481/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3665e-05 - mae: 0.0077 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3677e-05 - mae: 0.0077 492/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3684e-05 - mae: 0.0077 498/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.3690e-05 - mae: 0.0077 504/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3692e-05 - mae: 0.0077 509/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3695e-05 - mae: 0.0077 514/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3698e-05 - mae: 0.0077 519/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3698e-05 - mae: 0.0077 524/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3696e-05 - mae: 0.0077 529/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3692e-05 - mae: 0.0077 534/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3688e-05 - mae: 0.0077 539/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3681e-05 - mae: 0.0077 544/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3672e-05 - mae: 0.0077 550/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3659e-05 - mae: 0.0077 555/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3646e-05 - mae: 0.0077 560/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3631e-05 - mae: 0.0077 565/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 8.3617e-05 - mae: 0.0077 570/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 8.2960e-05 - mae: 0.0077 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.2948e-05 - mae: 0.0077 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.2937e-05 - mae: 0.0077 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.2925e-05 - mae: 0.0077 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.2913e-05 - mae: 0.0077 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 8.2902e-05 - mae: 0.0077 - val_loss: 3.6145e-05 - val_mae: 0.0043 - learning_rate: 1.2051e-04 -Epoch 28/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 1.2957e-04 - mae: 0.0109  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 1.0132e-04 - mae: 0.0092   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 1.4313e-04 - mae: 0.0094  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.7051e-04 - mae: 0.0094  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.7670e-04 - mae: 0.0095  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.7672e-04 - mae: 0.0095  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.7446e-04 - mae: 0.0095  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.7090e-04 - mae: 0.0094  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.6682e-04 - mae: 0.0094  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.6285e-04 - mae: 0.0093  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.5926e-04 - mae: 0.0093  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5579e-04 - mae: 0.0092  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5208e-04 - mae: 0.0092  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4986e-04 - mae: 0.0091  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4783e-04 - mae: 0.0091  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4587e-04 - mae: 0.0091  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4393e-04 - mae: 0.0090  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4211e-04 - mae: 0.0090  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4028e-04 - mae: 0.0090  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3879e-04 - mae: 0.0089 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3737e-04 - mae: 0.0089 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3603e-04 - mae: 0.0089 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3472e-04 - mae: 0.0088 118/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3345e-04 - mae: 0.0088 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3223e-04 - mae: 0.0088 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3104e-04 - mae: 0.0088 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2990e-04 - mae: 0.0087 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2877e-04 - mae: 0.0087 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2767e-04 - mae: 0.0087 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2662e-04 - mae: 0.0087 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2561e-04 - mae: 0.0086 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2453e-04 - mae: 0.0086 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2381e-04 - mae: 0.0086 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2310e-04 - mae: 0.0086 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2243e-04 - mae: 0.0086 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2179e-04 - mae: 0.0085 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2115e-04 - mae: 0.0085 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2054e-04 - mae: 0.0085 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1980e-04 - mae: 0.0085 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1922e-04 - mae: 0.0085 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1866e-04 - mae: 0.0084 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1810e-04 - mae: 0.0084 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1755e-04 - mae: 0.0084 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1703e-04 - mae: 0.0084 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1641e-04 - mae: 0.0084 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1591e-04 - mae: 0.0084 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1543e-04 - mae: 0.0084 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1486e-04 - mae: 0.0083 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1440e-04 - mae: 0.0083 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1395e-04 - mae: 0.0083 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1350e-04 - mae: 0.0083 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1305e-04 - mae: 0.0083 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1261e-04 - mae: 0.0083 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1218e-04 - mae: 0.0083 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1168e-04 - mae: 0.0083 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1126e-04 - mae: 0.0082 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1087e-04 - mae: 0.0082 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1048e-04 - mae: 0.0082 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1010e-04 - mae: 0.0082 303/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0973e-04 - mae: 0.0082 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0937e-04 - mae: 0.0082 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0901e-04 - mae: 0.0082 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0866e-04 - mae: 0.0082 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0825e-04 - mae: 0.0082 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0786e-04 - mae: 0.0082 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0753e-04 - mae: 0.0081 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0721e-04 - mae: 0.0081 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0689e-04 - mae: 0.0081 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0658e-04 - mae: 0.0081 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0628e-04 - mae: 0.0081 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0598e-04 - mae: 0.0081 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0568e-04 - mae: 0.0081 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0540e-04 - mae: 0.0081 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0511e-04 - mae: 0.0081 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0484e-04 - mae: 0.0081 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0457e-04 - mae: 0.0081 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0432e-04 - mae: 0.0081 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0407e-04 - mae: 0.0081 400/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 1.0382e-04 - mae: 0.0081 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0358e-04 - mae: 0.0081 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0334e-04 - mae: 0.0080 414/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0315e-04 - mae: 0.0080 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0291e-04 - mae: 0.0080 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0269e-04 - mae: 0.0080 429/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0247e-04 - mae: 0.0080 435/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0221e-04 - mae: 0.0080 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0200e-04 - mae: 0.0080 445/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0179e-04 - mae: 0.0080 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0159e-04 - mae: 0.0080 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0139e-04 - mae: 0.0080 460/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0119e-04 - mae: 0.0080 465/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0100e-04 - mae: 0.0080 470/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0080e-04 - mae: 0.0080 475/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0061e-04 - mae: 0.0080 480/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0042e-04 - mae: 0.0080 485/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0024e-04 - mae: 0.0080 490/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 1.0005e-04 - mae: 0.0080 495/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 9.9873e-05 - mae: 0.0080 500/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 9.9699e-05 - mae: 0.0080 505/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 9.9529e-05 - mae: 0.0080 511/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 9.9327e-05 - mae: 0.0080 516/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 9.9161e-05 - mae: 0.0080 522/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 9.8963e-05 - mae: 0.0080 528/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 9.8768e-05 - mae: 0.0079 533/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 9.6590e-05 - mae: 0.0079 609/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.6462e-05 - mae: 0.0079 614/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.6335e-05 - mae: 0.0079 619/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.6208e-05 - mae: 0.0079 624/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.6082e-05 - mae: 0.0079 629/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.5964e-05 - mae: 0.0079 634/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.5851e-05 - mae: 0.0079 639/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.5740e-05 - mae: 0.0079 644/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.5630e-05 - mae: 0.0079 649/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.5522e-05 - mae: 0.0079 654/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.5417e-05 - mae: 0.0079 659/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.5313e-05 - mae: 0.0079 664/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.5209e-05 - mae: 0.0079 669/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.5105e-05 - mae: 0.0079 674/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.5003e-05 - mae: 0.0079 679/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.4901e-05 - mae: 0.0079 684/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.4801e-05 - mae: 0.0079 689/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 9.4702e-05 - mae: 0.0079 694/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.4602e-05 - mae: 0.0079 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.4504e-05 - mae: 0.0079 704/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.4405e-05 - mae: 0.0079 709/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.4307e-05 - mae: 0.0079 714/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.4210e-05 - mae: 0.0079 719/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.4114e-05 - mae: 0.0079 724/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.4018e-05 - mae: 0.0079 729/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.3922e-05 - mae: 0.0079 734/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.3828e-05 - mae: 0.0079 739/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.3734e-05 - mae: 0.0079 744/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.3641e-05 - mae: 0.0078 749/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.3549e-05 - mae: 0.0078 754/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.3458e-05 - mae: 0.0078 759/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.3367e-05 - mae: 0.0078 764/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.3277e-05 - mae: 0.0078 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.3173e-05 - mae: 0.0078 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.3088e-05 - mae: 0.0078 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.3003e-05 - mae: 0.0078 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 9.2921e-05 - mae: 0.0078 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2839e-05 - mae: 0.0078 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2758e-05 - mae: 0.0078 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2678e-05 - mae: 0.0078 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2598e-05 - mae: 0.0078 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2504e-05 - mae: 0.0078 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2426e-05 - mae: 0.0078 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2350e-05 - mae: 0.0078 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2260e-05 - mae: 0.0078 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2186e-05 - mae: 0.0078 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2112e-05 - mae: 0.0078 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.2040e-05 - mae: 0.0078 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1969e-05 - mae: 0.0078 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1901e-05 - mae: 0.0078 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1834e-05 - mae: 0.0078 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1768e-05 - mae: 0.0078 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1690e-05 - mae: 0.0078 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1626e-05 - mae: 0.0078 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1562e-05 - mae: 0.0078 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 9.1501e-05 - mae: 0.0078 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 9.1477e-05 - mae: 0.0078 - val_loss: 3.5625e-05 - val_mae: 0.0044 - learning_rate: 1.2051e-04 -Epoch 29/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 5.2022e-05 - mae: 0.0068  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8608e-05 - mae: 0.0085   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 9.6292e-05 - mae: 0.0084  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 9.1898e-05 - mae: 0.0082  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.9444e-05 - mae: 0.0081  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.7303e-05 - mae: 0.0080  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.6106e-05 - mae: 0.0079  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.5094e-05 - mae: 0.0079  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.4386e-05 - mae: 0.0079  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.3612e-05 - mae: 0.0078  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.2840e-05 - mae: 0.0078  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.2235e-05 - mae: 0.0078  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.1720e-05 - mae: 0.0078  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.1348e-05 - mae: 0.0078  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.0949e-05 - mae: 0.0077  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.0544e-05 - mae: 0.0077  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.0114e-05 - mae: 0.0077  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.9740e-05 - mae: 0.0077  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.9383e-05 - mae: 0.0077  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.9086e-05 - mae: 0.0077 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.8760e-05 - mae: 0.0077 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.8466e-05 - mae: 0.0077 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.8239e-05 - mae: 0.0077 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.8025e-05 - mae: 0.0077 122/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.7825e-05 - mae: 0.0077 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7640e-05 - mae: 0.0076 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7456e-05 - mae: 0.0076 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7298e-05 - mae: 0.0076 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7131e-05 - mae: 0.0076 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6975e-05 - mae: 0.0076 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6858e-05 - mae: 0.0076 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6742e-05 - mae: 0.0076 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6613e-05 - mae: 0.0076 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6492e-05 - mae: 0.0076 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6401e-05 - mae: 0.0076 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6316e-05 - mae: 0.0076 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6220e-05 - mae: 0.0076 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6121e-05 - mae: 0.0076 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6026e-05 - mae: 0.0076 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5933e-05 - mae: 0.0076 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5843e-05 - mae: 0.0076 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5767e-05 - mae: 0.0076 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5707e-05 - mae: 0.0076 217/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5653e-05 - mae: 0.0076 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.5579e-05 - mae: 0.0076 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.5514e-05 - mae: 0.0076 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.5447e-05 - mae: 0.0076 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.5401e-05 - mae: 0.0076 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.5361e-05 - mae: 0.0076 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.5322e-05 - mae: 0.0076 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.5278e-05 - mae: 0.0076 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.5238e-05 - mae: 0.0076 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.5205e-05 - mae: 0.0076 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.5179e-05 - mae: 0.0076 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.5156e-05 - mae: 0.0076 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5128e-05 - mae: 0.0076 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5096e-05 - mae: 0.0076 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5066e-05 - mae: 0.0076 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5032e-05 - mae: 0.0076 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4998e-05 - mae: 0.0076 304/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4962e-05 - mae: 0.0076 309/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4926e-05 - mae: 0.0076 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4891e-05 - mae: 0.0076 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4855e-05 - mae: 0.0076 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4814e-05 - mae: 0.0076 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4788e-05 - mae: 0.0076 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4782e-05 - mae: 0.0076 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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mae: 0.0081  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 9.5825e-05 - mae: 0.0080  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 9.4030e-05 - mae: 0.0079  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 9.1965e-05 - mae: 0.0079  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 9.0197e-05 - mae: 0.0078  37/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.8923e-05 - mae: 0.0078  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.7947e-05 - mae: 0.0078  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.7063e-05 - mae: 0.0078  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.6130e-05 - mae: 0.0077  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.5176e-05 - mae: 0.0077  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4362e-05 - mae: 0.0077  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3738e-05 - mae: 0.0077  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3121e-05 - mae: 0.0077  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2498e-05 - mae: 0.0077  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.1941e-05 - mae: 0.0077  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.1458e-05 - mae: 0.0077  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.0990e-05 - mae: 0.0077  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.0590e-05 - mae: 0.0077 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.0199e-05 - mae: 0.0077 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.9852e-05 - mae: 0.0076 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.9550e-05 - mae: 0.0076 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.9254e-05 - mae: 0.0076 122/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.8962e-05 - mae: 0.0076 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8770e-05 - mae: 0.0076 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8594e-05 - mae: 0.0076 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8483e-05 - mae: 0.0076 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8377e-05 - mae: 0.0076 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8398e-05 - mae: 0.0076 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8496e-05 - mae: 0.0076 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8651e-05 - mae: 0.0076 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8781e-05 - mae: 0.0076 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8893e-05 - mae: 0.0076 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8975e-05 - mae: 0.0076 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9039e-05 - mae: 0.0076 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9105e-05 - mae: 0.0076 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9218e-05 - mae: 0.0076 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9331e-05 - mae: 0.0076 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9420e-05 - mae: 0.0076 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9492e-05 - mae: 0.0076 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9551e-05 - mae: 0.0076 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9602e-05 - mae: 0.0076 217/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9643e-05 - mae: 0.0076 222/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9668e-05 - mae: 0.0076 227/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9681e-05 - mae: 0.0076 232/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.9686e-05 - mae: 0.0076 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.9690e-05 - mae: 0.0076 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.9690e-05 - mae: 0.0076 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.9683e-05 - mae: 0.0076 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.9687e-05 - mae: 0.0076 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.9695e-05 - mae: 0.0076 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.9699e-05 - mae: 0.0076 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.9694e-05 - mae: 0.0076 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.9687e-05 - mae: 0.0076 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.9678e-05 - mae: 0.0076 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.9672e-05 - mae: 0.0076 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.9675e-05 - mae: 0.0076 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - 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loss: 8.1371e-05 - mae: 0.0076 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.1357e-05 - mae: 0.0076 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.1344e-05 - mae: 0.0076 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 8.1341e-05 - mae: 0.0076 - val_loss: 3.4725e-05 - val_mae: 0.0043 - learning_rate: 1.2051e-04 -Epoch 31/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 5.6704e-05 - mae: 0.0059  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6730e-05 - mae: 0.0066   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5524e-05 - mae: 0.0066  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7890e-05 - mae: 0.0067  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9370e-05 - mae: 0.0067  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9624e-05 - mae: 0.0068  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9869e-05 - mae: 0.0068  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9957e-05 - mae: 0.0068  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9873e-05 - mae: 0.0068  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9798e-05 - mae: 0.0068  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9718e-05 - mae: 0.0068  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9852e-05 - mae: 0.0068  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0086e-05 - mae: 0.0068  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0319e-05 - mae: 0.0068  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0539e-05 - mae: 0.0068  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0762e-05 - mae: 0.0068  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1031e-05 - mae: 0.0068  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1293e-05 - mae: 0.0068  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1512e-05 - mae: 0.0069  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1727e-05 - mae: 0.0069 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2024e-05 - mae: 0.0069 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2341e-05 - mae: 0.0069 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2622e-05 - mae: 0.0069 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2880e-05 - mae: 0.0069 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3112e-05 - mae: 0.0069 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3305e-05 - mae: 0.0069 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3468e-05 - mae: 0.0070 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3624e-05 - mae: 0.0070 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3858e-05 - mae: 0.0070 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4132e-05 - mae: 0.0070 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4411e-05 - mae: 0.0070 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4650e-05 - mae: 0.0070 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4872e-05 - mae: 0.0070 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5086e-05 - mae: 0.0070 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5293e-05 - mae: 0.0070 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5492e-05 - mae: 0.0070 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5660e-05 - mae: 0.0070 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5802e-05 - mae: 0.0071 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5928e-05 - mae: 0.0071 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6052e-05 - mae: 0.0071 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6165e-05 - mae: 0.0071 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6276e-05 - mae: 0.0071 211/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6376e-05 - mae: 0.0071 216/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6464e-05 - mae: 0.0071 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6568e-05 - mae: 0.0071 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6669e-05 - mae: 0.0071 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6759e-05 - mae: 0.0071 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6847e-05 - mae: 0.0071 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6937e-05 - mae: 0.0071 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7017e-05 - mae: 0.0071 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - 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loss: 7.1675e-05 - mae: 0.0073 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1692e-05 - mae: 0.0073 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1705e-05 - mae: 0.0073 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1722e-05 - mae: 0.0073 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1755e-05 - mae: 0.0073 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1781e-05 - mae: 0.0073 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1807e-05 - mae: 0.0073 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1827e-05 - mae: 0.0073 - val_loss: 3.3627e-05 - val_mae: 0.0042 - learning_rate: 6.0256e-05 -Epoch 32/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 1.8368e-04 - mae: 0.0092  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.7675e-04 - mae: 0.0107   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 3.1004e-04 - mae: 0.0101  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 2.6871e-04 - mae: 0.0096  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 2.3938e-04 - mae: 0.0093  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 2.1800e-04 - mae: 0.0090  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.0023e-04 - mae: 0.0088  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.9117e-04 - mae: 0.0088  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.8427e-04 - mae: 0.0087  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.7829e-04 - mae: 0.0086  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.7274e-04 - mae: 0.0086  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6757e-04 - mae: 0.0085  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6294e-04 - mae: 0.0084  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5882e-04 - mae: 0.0084  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5502e-04 - mae: 0.0083  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5096e-04 - mae: 0.0082  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4801e-04 - mae: 0.0082  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4495e-04 - mae: 0.0082  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4207e-04 - mae: 0.0081 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3985e-04 - mae: 0.0081 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3778e-04 - mae: 0.0081 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3582e-04 - mae: 0.0081 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3401e-04 - mae: 0.0080 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3233e-04 - mae: 0.0080 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3080e-04 - mae: 0.0080 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2945e-04 - mae: 0.0080 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2818e-04 - mae: 0.0080 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2698e-04 - mae: 0.0080 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2582e-04 - mae: 0.0080 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2470e-04 - mae: 0.0080 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2362e-04 - mae: 0.0079 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2258e-04 - mae: 0.0079 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2158e-04 - mae: 0.0079 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2060e-04 - mae: 0.0079 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1969e-04 - mae: 0.0079 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1884e-04 - mae: 0.0079 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1787e-04 - mae: 0.0079 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1709e-04 - mae: 0.0079 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1619e-04 - mae: 0.0079 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1546e-04 - mae: 0.0079 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1475e-04 - mae: 0.0078 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1405e-04 - mae: 0.0078 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1337e-04 - mae: 0.0078 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1270e-04 - mae: 0.0078 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1192e-04 - mae: 0.0078 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.1128e-04 - mae: 0.0078 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 8.8681e-05 - mae: 0.0075 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8616e-05 - mae: 0.0075 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8537e-05 - mae: 0.0075 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8460e-05 - mae: 0.0075 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8395e-05 - mae: 0.0075 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8320e-05 - mae: 0.0075 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8247e-05 - mae: 0.0075 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8175e-05 - mae: 0.0075 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8116e-05 - mae: 0.0075 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8057e-05 - mae: 0.0075 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 8.7998e-05 - mae: 0.0075 - val_loss: 3.4943e-05 - val_mae: 0.0045 - learning_rate: 6.0256e-05 -Epoch 33/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 1.1457e-04 - mae: 0.0100  7/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.8778e-05 - mae: 0.0074   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.4278e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.6150e-05 - mae: 0.0071  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8109e-05 - mae: 0.0071  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8562e-05 - mae: 0.0071  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8365e-05 - mae: 0.0070  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7929e-05 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7523e-05 - mae: 0.0070  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7371e-05 - mae: 0.0070  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7291e-05 - mae: 0.0070  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7406e-05 - mae: 0.0070  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7611e-05 - mae: 0.0070  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7720e-05 - mae: 0.0070  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7954e-05 - mae: 0.0070  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8102e-05 - mae: 0.0071  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8215e-05 - mae: 0.0071  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8300e-05 - mae: 0.0071  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8366e-05 - mae: 0.0071  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8363e-05 - mae: 0.0071 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8362e-05 - mae: 0.0071 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8357e-05 - mae: 0.0071 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8360e-05 - mae: 0.0071 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8387e-05 - mae: 0.0071 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8438e-05 - mae: 0.0071 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8462e-05 - mae: 0.0071 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8463e-05 - mae: 0.0071 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8444e-05 - mae: 0.0072 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8456e-05 - mae: 0.0072 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8507e-05 - mae: 0.0072 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8563e-05 - mae: 0.0072 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8603e-05 - mae: 0.0072 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8644e-05 - mae: 0.0072 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8737e-05 - mae: 0.0072 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8806e-05 - mae: 0.0072 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8881e-05 - mae: 0.0072 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8941e-05 - mae: 0.0072 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9027e-05 - mae: 0.0072 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9098e-05 - mae: 0.0072 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9170e-05 - mae: 0.0072 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9244e-05 - mae: 0.0072 208/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9314e-05 - mae: 0.0072 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9377e-05 - mae: 0.0072 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.7951e-05 - mae: 0.0073 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7944e-05 - mae: 0.0073 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7938e-05 - mae: 0.0073 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7931e-05 - mae: 0.0073 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.7926e-05 - mae: 0.0073 - val_loss: 3.4054e-05 - val_mae: 0.0041 - learning_rate: 6.0256e-05 -Epoch 34/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 3.5298e-05 - mae: 0.0049  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 4.5932e-05 - mae: 0.0061   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1096e-05 - mae: 0.0064  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3124e-05 - mae: 0.0065  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4716e-05 - mae: 0.0065  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6265e-05 - mae: 0.0066  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6902e-05 - mae: 0.0066  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7043e-05 - mae: 0.0066  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7313e-05 - mae: 0.0067  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7544e-05 - mae: 0.0067  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7895e-05 - mae: 0.0067  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8379e-05 - mae: 0.0067  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8909e-05 - mae: 0.0067  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0190e-05 - mae: 0.0067  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1247e-05 - mae: 0.0068  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3065e-05 - mae: 0.0068  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4618e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5934e-05 - mae: 0.0069  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7006e-05 - mae: 0.0069  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7883e-05 - mae: 0.0069 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8756e-05 - mae: 0.0069 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9353e-05 - mae: 0.0069 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9842e-05 - mae: 0.0070 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0261e-05 - mae: 0.0070 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0603e-05 - mae: 0.0070 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0889e-05 - mae: 0.0070 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1147e-05 - mae: 0.0070 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1460e-05 - mae: 0.0070 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1759e-05 - mae: 0.0070 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2014e-05 - mae: 0.0070 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2236e-05 - mae: 0.0070 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2449e-05 - mae: 0.0070 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2632e-05 - mae: 0.0070 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2781e-05 - mae: 0.0071 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2912e-05 - mae: 0.0071 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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mae: 0.0073   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7193e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6038e-05 - mae: 0.0071  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5277e-05 - mae: 0.0071  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4699e-05 - mae: 0.0071  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4005e-05 - mae: 0.0070  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3411e-05 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3004e-05 - mae: 0.0070  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3156e-05 - mae: 0.0070  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3302e-05 - mae: 0.0070  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3405e-05 - mae: 0.0070  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3432e-05 - mae: 0.0070  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3382e-05 - mae: 0.0070  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3386e-05 - mae: 0.0070  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3394e-05 - mae: 0.0070  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3376e-05 - mae: 0.0070  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3602e-05 - mae: 0.0070  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4028e-05 - mae: 0.0070  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4472e-05 - mae: 0.0070 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4830e-05 - mae: 0.0070 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5188e-05 - mae: 0.0070 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5531e-05 - mae: 0.0070 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5948e-05 - mae: 0.0071 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6303e-05 - mae: 0.0071 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6680e-05 - mae: 0.0071 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6949e-05 - mae: 0.0071 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7241e-05 - mae: 0.0071 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7478e-05 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.4016e-05 - mae: 0.0073 - val_loss: 3.5197e-05 - val_mae: 0.0043 - learning_rate: 6.0256e-05 -Epoch 36/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 3.6286e-05 - mae: 0.0051  6/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 5.9650e-05 - mae: 0.0071  11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2782e-05 - mae: 0.0073   16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2443e-05 - mae: 0.0074  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.4408e-05 - mae: 0.0073  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.3968e-05 - mae: 0.0073  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.0124e-05 - mae: 0.0074  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4632e-05 - mae: 0.0074  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7902e-05 - mae: 0.0074  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0497e-05 - mae: 0.0075  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2220e-05 - mae: 0.0075  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4167e-05 - mae: 0.0075  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5783e-05 - mae: 0.0075  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6795e-05 - mae: 0.0076  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7454e-05 - mae: 0.0076  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7921e-05 - mae: 0.0076  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8209e-05 - mae: 0.0076  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8335e-05 - mae: 0.0076  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8399e-05 - mae: 0.0076  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8359e-05 - mae: 0.0076 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8229e-05 - mae: 0.0076 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8013e-05 - mae: 0.0076 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7735e-05 - mae: 0.0076 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7419e-05 - mae: 0.0076 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7080e-05 - mae: 0.0076 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.8820e-05 - mae: 0.0073 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8794e-05 - mae: 0.0073 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8768e-05 - mae: 0.0073 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8741e-05 - mae: 0.0073 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8715e-05 - mae: 0.0073 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8689e-05 - mae: 0.0073 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8664e-05 - mae: 0.0073 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8638e-05 - mae: 0.0073 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.8607e-05 - mae: 0.0073 - val_loss: 3.2491e-05 - val_mae: 0.0040 - learning_rate: 3.0128e-05 -Epoch 37/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 7.8160e-05 - mae: 0.0080  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 6.0898e-05 - mae: 0.0069   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3798e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5273e-05 - mae: 0.0073  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5701e-05 - mae: 0.0073  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5617e-05 - mae: 0.0073  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5302e-05 - mae: 0.0072  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5331e-05 - mae: 0.0072  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5386e-05 - mae: 0.0072  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5234e-05 - mae: 0.0072  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5087e-05 - mae: 0.0072  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5079e-05 - mae: 0.0072  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5024e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4967e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4861e-05 - mae: 0.0072  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4774e-05 - mae: 0.0072  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4798e-05 - mae: 0.0072  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 7.0068e-05 - mae: 0.0072 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0086e-05 - mae: 0.0072 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0104e-05 - mae: 0.0072 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0129e-05 - mae: 0.0072 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0156e-05 - mae: 0.0072 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0183e-05 - mae: 0.0072 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0210e-05 - mae: 0.0072 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0241e-05 - mae: 0.0072 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0266e-05 - mae: 0.0072 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0291e-05 - mae: 0.0072 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0315e-05 - mae: 0.0072 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0339e-05 - mae: 0.0072 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0362e-05 - mae: 0.0072 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0385e-05 - mae: 0.0072 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0408e-05 - mae: 0.0072 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0431e-05 - mae: 0.0072 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0452e-05 - mae: 0.0072 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0472e-05 - mae: 0.0072 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0488e-05 - mae: 0.0072 - val_loss: 3.2789e-05 - val_mae: 0.0040 - learning_rate: 3.0128e-05 -Epoch 38/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 5.7797e-05 - mae: 0.0074  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.7595e-05 - mae: 0.0069   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.6174e-05 - mae: 0.0068  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6460e-05 - mae: 0.0068  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7171e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7528e-05 - mae: 0.0069  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7804e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7972e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8438e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8973e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9327e-05 - mae: 0.0070  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9569e-05 - mae: 0.0070  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9619e-05 - mae: 0.0070  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9638e-05 - mae: 0.0070  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9602e-05 - mae: 0.0070  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9631e-05 - mae: 0.0070  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9669e-05 - mae: 0.0070  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9742e-05 - mae: 0.0070  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9812e-05 - mae: 0.0070  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9859e-05 - mae: 0.0070 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9851e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9828e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9868e-05 - mae: 0.0070 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9922e-05 - mae: 0.0070 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9941e-05 - mae: 0.0071 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0000e-05 - mae: 0.0071 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0159e-05 - mae: 0.0071 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0318e-05 - mae: 0.0071 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0458e-05 - mae: 0.0071 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0567e-05 - mae: 0.0071 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0807e-05 - mae: 0.0071 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1054e-05 - mae: 0.0071 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1261e-05 - mae: 0.0071 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1461e-05 - mae: 0.0071 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1656e-05 - mae: 0.0071 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - 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loss: 7.8341e-05 - mae: 0.0073 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8325e-05 - mae: 0.0073 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8310e-05 - mae: 0.0073 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8293e-05 - mae: 0.0073 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8276e-05 - mae: 0.0073 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8260e-05 - mae: 0.0073 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8244e-05 - mae: 0.0073 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8227e-05 - mae: 0.0073 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8210e-05 - mae: 0.0073 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8193e-05 - mae: 0.0073 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8176e-05 - mae: 0.0073 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8158e-05 - mae: 0.0073 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.8140e-05 - mae: 0.0073 - val_loss: 3.2293e-05 - val_mae: 0.0039 - learning_rate: 3.0128e-05 -Epoch 39/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 3.6338e-05 - mae: 0.0049  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 8.1126e-05 - mae: 0.0063   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 7.9358e-05 - mae: 0.0065  19/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 7.6935e-05 - mae: 0.0065  25/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7324e-05 - mae: 0.0066  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8996e-05 - mae: 0.0066  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0702e-05 - mae: 0.0067  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1509e-05 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1581e-05 - mae: 0.0068  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1603e-05 - mae: 0.0068  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1730e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1859e-05 - mae: 0.0069  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1967e-05 - mae: 0.0069  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2094e-05 - mae: 0.0069  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2157e-05 - mae: 0.0070  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2133e-05 - mae: 0.0070  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1987e-05 - mae: 0.0070  92/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1778e-05 - mae: 0.0070  97/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1568e-05 - mae: 0.0070 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1373e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1162e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0944e-05 - mae: 0.0070 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0724e-05 - mae: 0.0070 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0515e-05 - mae: 0.0071 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0330e-05 - mae: 0.0071 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0171e-05 - mae: 0.0071 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0058e-05 - mae: 0.0071 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9938e-05 - mae: 0.0071 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9845e-05 - mae: 0.0071 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9731e-05 - mae: 0.0071 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9594e-05 - mae: 0.0071 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9454e-05 - mae: 0.0071 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9311e-05 - mae: 0.0071 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9180e-05 - mae: 0.0071 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9060e-05 - mae: 0.0071 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8912e-05 - mae: 0.0071 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8782e-05 - mae: 0.0071 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8662e-05 - mae: 0.0071 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8540e-05 - mae: 0.0071 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8417e-05 - mae: 0.0071 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8309e-05 - mae: 0.0071 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8197e-05 - mae: 0.0071 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8057e-05 - mae: 0.0071 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7912e-05 - mae: 0.0071 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7787e-05 - mae: 0.0071 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7658e-05 - mae: 0.0071 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7532e-05 - mae: 0.0071 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7408e-05 - mae: 0.0071 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7366e-05 - mae: 0.0071 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7344e-05 - mae: 0.0071 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7312e-05 - mae: 0.0071 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7285e-05 - mae: 0.0071 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7260e-05 - mae: 0.0071 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7253e-05 - mae: 0.0071 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7257e-05 - mae: 0.0071 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7258e-05 - mae: 0.0071 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7254e-05 - mae: 0.0071 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7247e-05 - mae: 0.0071 303/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7236e-05 - mae: 0.0071 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7219e-05 - mae: 0.0071 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7205e-05 - mae: 0.0071 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7188e-05 - mae: 0.0071 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7175e-05 - mae: 0.0071 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7155e-05 - mae: 0.0071 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7137e-05 - mae: 0.0071 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7120e-05 - mae: 0.0071 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7095e-05 - mae: 0.0071 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7066e-05 - mae: 0.0071 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7031e-05 - mae: 0.0071 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6992e-05 - mae: 0.0071 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6956e-05 - mae: 0.0071 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6918e-05 - mae: 0.0071 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6876e-05 - mae: 0.0071 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6832e-05 - mae: 0.0071 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6789e-05 - mae: 0.0071 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6745e-05 - mae: 0.0071 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6700e-05 - mae: 0.0071 398/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6656e-05 - mae: 0.0071 403/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.6614e-05 - mae: 0.0071 408/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.6574e-05 - mae: 0.0071 413/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.6535e-05 - mae: 0.0071 418/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.6497e-05 - mae: 0.0071 423/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.6462e-05 - mae: 0.0071 428/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.4558e-05 - mae: 0.0071 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4549e-05 - mae: 0.0071 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4541e-05 - mae: 0.0071 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4531e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.4528e-05 - mae: 0.0071 - val_loss: 3.5098e-05 - val_mae: 0.0046 - learning_rate: 3.0128e-05 -Epoch 40/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 42ms/step - loss: 1.6868e-04 - mae: 0.0095  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 1.1924e-04 - mae: 0.0081   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2376e-04 - mae: 0.0083  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1789e-04 - mae: 0.0082  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1198e-04 - mae: 0.0080  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0719e-04 - mae: 0.0079  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0331e-04 - mae: 0.0078  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0215e-04 - mae: 0.0078  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0096e-04 - mae: 0.0078  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9801e-05 - mae: 0.0077  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8809e-05 - mae: 0.0077  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7808e-05 - mae: 0.0077  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6954e-05 - mae: 0.0077  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6206e-05 - mae: 0.0077  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5455e-05 - mae: 0.0077  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4650e-05 - mae: 0.0077  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3795e-05 - mae: 0.0077  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2755e-05 - mae: 0.0076  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1936e-05 - mae: 0.0076  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1145e-05 - mae: 0.0076 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0399e-05 - mae: 0.0076 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9681e-05 - mae: 0.0076 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8993e-05 - mae: 0.0076 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8379e-05 - mae: 0.0075 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7799e-05 - mae: 0.0075 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7235e-05 - mae: 0.0075 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6690e-05 - mae: 0.0075 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6177e-05 - mae: 0.0075 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5689e-05 - mae: 0.0075 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5139e-05 - mae: 0.0075 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4716e-05 - mae: 0.0075 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4367e-05 - mae: 0.0075 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4082e-05 - mae: 0.0075 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3811e-05 - mae: 0.0075 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3539e-05 - mae: 0.0075 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3301e-05 - mae: 0.0075 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3100e-05 - mae: 0.0075 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2899e-05 - mae: 0.0075 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2704e-05 - mae: 0.0075 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2504e-05 - mae: 0.0075 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2298e-05 - mae: 0.0074 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2096e-05 - mae: 0.0074 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1893e-05 - mae: 0.0074 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1684e-05 - mae: 0.0074 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1435e-05 - mae: 0.0074 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1230e-05 - mae: 0.0074 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0979e-05 - mae: 0.0074 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0769e-05 - mae: 0.0074 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0522e-05 - mae: 0.0074 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0284e-05 - mae: 0.0074 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0093e-05 - mae: 0.0074 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9913e-05 - mae: 0.0074 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9734e-05 - mae: 0.0074 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9563e-05 - mae: 0.0074 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9395e-05 - mae: 0.0074 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9230e-05 - mae: 0.0074 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9069e-05 - mae: 0.0074 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8909e-05 - mae: 0.0074 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8761e-05 - mae: 0.0074 303/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8618e-05 - mae: 0.0074 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8480e-05 - mae: 0.0074 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8345e-05 - mae: 0.0074 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8226e-05 - mae: 0.0074 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8093e-05 - mae: 0.0074 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7985e-05 - mae: 0.0074 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7903e-05 - mae: 0.0074 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7838e-05 - mae: 0.0074 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7771e-05 - mae: 0.0074 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7704e-05 - mae: 0.0074 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7654e-05 - mae: 0.0074 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7601e-05 - mae: 0.0074 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7540e-05 - mae: 0.0074 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7488e-05 - mae: 0.0074 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7439e-05 - mae: 0.0074 382/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7397e-05 - mae: 0.0074 387/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7351e-05 - mae: 0.0074 392/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7303e-05 - mae: 0.0074 397/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.5539e-05 - mae: 0.0073 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5528e-05 - mae: 0.0073 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5513e-05 - mae: 0.0073 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5500e-05 - mae: 0.0073 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5487e-05 - mae: 0.0073 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5471e-05 - mae: 0.0073 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5457e-05 - mae: 0.0073 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5444e-05 - mae: 0.0073 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5430e-05 - mae: 0.0073 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5416e-05 - mae: 0.0073 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5400e-05 - mae: 0.0073 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5387e-05 - mae: 0.0073 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.5374e-05 - mae: 0.0073 - val_loss: 3.2006e-05 - val_mae: 0.0039 - learning_rate: 3.0128e-05 -Epoch 41/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 8.2523e-05 - mae: 0.0077  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.4343e-05 - mae: 0.0070   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5169e-05 - mae: 0.0071  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5362e-05 - mae: 0.0072  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5122e-05 - mae: 0.0071  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4588e-05 - mae: 0.0071  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4446e-05 - mae: 0.0071  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4923e-05 - mae: 0.0071  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5111e-05 - mae: 0.0071  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5201e-05 - mae: 0.0071  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5122e-05 - mae: 0.0071  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4952e-05 - mae: 0.0071  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4820e-05 - mae: 0.0071  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4709e-05 - mae: 0.0071  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4543e-05 - mae: 0.0071  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4320e-05 - mae: 0.0071  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4082e-05 - mae: 0.0071  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3879e-05 - mae: 0.0070  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3729e-05 - mae: 0.0070  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3579e-05 - mae: 0.0070 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3454e-05 - mae: 0.0070 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3365e-05 - mae: 0.0070 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3271e-05 - mae: 0.0070 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3179e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3103e-05 - mae: 0.0070 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3035e-05 - mae: 0.0070 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2964e-05 - mae: 0.0070 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2916e-05 - mae: 0.0070 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2863e-05 - mae: 0.0070 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2810e-05 - mae: 0.0070 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2778e-05 - mae: 0.0070 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2758e-05 - mae: 0.0070 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2730e-05 - mae: 0.0070 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2675e-05 - mae: 0.0070 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2613e-05 - mae: 0.0070 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2529e-05 - mae: 0.0069 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2459e-05 - mae: 0.0069 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2472e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2488e-05 - mae: 0.0069 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2497e-05 - mae: 0.0069 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2505e-05 - mae: 0.0069 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2503e-05 - mae: 0.0069 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2497e-05 - mae: 0.0069 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2492e-05 - mae: 0.0069 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2488e-05 - mae: 0.0069 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2483e-05 - mae: 0.0069 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2480e-05 - mae: 0.0069 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2472e-05 - mae: 0.0069 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2460e-05 - mae: 0.0069 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2452e-05 - mae: 0.0069 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2461e-05 - mae: 0.0069 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2471e-05 - mae: 0.0069 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2481e-05 - mae: 0.0069 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2492e-05 - mae: 0.0069 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2499e-05 - mae: 0.0069 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2511e-05 - mae: 0.0069 299/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2532e-05 - mae: 0.0069 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2550e-05 - mae: 0.0069 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2565e-05 - mae: 0.0069 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2575e-05 - mae: 0.0069 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2587e-05 - mae: 0.0069 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2604e-05 - mae: 0.0069 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2615e-05 - mae: 0.0069 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2625e-05 - mae: 0.0069 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2702e-05 - mae: 0.0069 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2846e-05 - mae: 0.0069 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2960e-05 - mae: 0.0069 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3069e-05 - mae: 0.0069 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3170e-05 - mae: 0.0069 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3291e-05 - mae: 0.0069 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3408e-05 - mae: 0.0069 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3526e-05 - mae: 0.0069 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3625e-05 - mae: 0.0069 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3749e-05 - mae: 0.0069 396/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3851e-05 - mae: 0.0069 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3946e-05 - mae: 0.0069 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4036e-05 - mae: 0.0069 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4122e-05 - mae: 0.0069 417/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4226e-05 - mae: 0.0069 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4311e-05 - mae: 0.0069 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4394e-05 - mae: 0.0069 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4477e-05 - mae: 0.0069 437/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4560e-05 - mae: 0.0069 442/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4642e-05 - mae: 0.0069 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4722e-05 - mae: 0.0069 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4799e-05 - mae: 0.0069 457/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4872e-05 - mae: 0.0069 463/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4954e-05 - mae: 0.0069 468/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5020e-05 - mae: 0.0069 473/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5086e-05 - mae: 0.0069 479/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5160e-05 - mae: 0.0069 484/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5217e-05 - mae: 0.0069 489/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5274e-05 - mae: 0.0069 494/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.5328e-05 - mae: 0.0069 499/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.5381e-05 - mae: 0.0069 504/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.5439e-05 - mae: 0.0069 509/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.5496e-05 - mae: 0.0069 515/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.8329e-05 - mae: 0.0070 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8353e-05 - mae: 0.0070 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8378e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8401e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8424e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8446e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8471e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8496e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8521e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8551e-05 - mae: 0.0070 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8576e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8605e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8632e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8654e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8681e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8703e-05 - mae: 0.0070 - val_loss: 3.1919e-05 - val_mae: 0.0039 - learning_rate: 1.5064e-05 -Epoch 42/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 6.8320e-05 - mae: 0.0082  8/884 ━━━━━━━━━━━━━━━━━━━━ 7s 8ms/step - loss: 8.3433e-05 - mae: 0.0075   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4179e-05 - mae: 0.0074  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2776e-05 - mae: 0.0074  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9970e-05 - mae: 0.0073  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7736e-05 - mae: 0.0072  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5939e-05 - mae: 0.0072  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4400e-05 - mae: 0.0071  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3099e-05 - mae: 0.0071  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1893e-05 - mae: 0.0071  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1155e-05 - mae: 0.0070  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0601e-05 - mae: 0.0070  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1121e-05 - mae: 0.0070  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1451e-05 - mae: 0.0070  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1677e-05 - mae: 0.0070  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1765e-05 - mae: 0.0070  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1734e-05 - mae: 0.0070  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1703e-05 - mae: 0.0070  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1654e-05 - mae: 0.0070  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1537e-05 - mae: 0.0070 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1419e-05 - mae: 0.0070 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1298e-05 - mae: 0.0070 114/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1145e-05 - mae: 0.0070 119/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0998e-05 - mae: 0.0070 124/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0871e-05 - mae: 0.0070 129/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0750e-05 - mae: 0.0070 134/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0648e-05 - mae: 0.0070 139/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0539e-05 - mae: 0.0070 144/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0420e-05 - mae: 0.0070 149/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0295e-05 - mae: 0.0070 154/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0183e-05 - mae: 0.0070 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.0094e-05 - mae: 0.0070 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9995e-05 - mae: 0.0070 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9903e-05 - mae: 0.0070 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9809e-05 - mae: 0.0070 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9700e-05 - mae: 0.0070 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9586e-05 - mae: 0.0070 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9479e-05 - mae: 0.0070 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9410e-05 - mae: 0.0070 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9368e-05 - mae: 0.0070 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9323e-05 - mae: 0.0070 209/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9293e-05 - mae: 0.0070 214/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9260e-05 - mae: 0.0070 219/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9230e-05 - mae: 0.0070 224/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9214e-05 - mae: 0.0070 229/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9189e-05 - mae: 0.0070 234/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9160e-05 - mae: 0.0070 239/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9143e-05 - mae: 0.0070 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9133e-05 - mae: 0.0070 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9121e-05 - mae: 0.0070 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9107e-05 - mae: 0.0070 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9093e-05 - mae: 0.0070 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9095e-05 - mae: 0.0070 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9094e-05 - mae: 0.0070 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9091e-05 - mae: 0.0070 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9088e-05 - mae: 0.0070 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9083e-05 - mae: 0.0070 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9079e-05 - mae: 0.0070 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9074e-05 - mae: 0.0070 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9065e-05 - mae: 0.0070 304/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9050e-05 - mae: 0.0070 309/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9034e-05 - mae: 0.0070 314/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9020e-05 - mae: 0.0070 319/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.9004e-05 - mae: 0.0070 324/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8985e-05 - mae: 0.0070 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9002e-05 - mae: 0.0070 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - 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loss: 6.9774e-05 - mae: 0.0071 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9791e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9809e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9826e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9841e-05 - mae: 0.0071 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9857e-05 - mae: 0.0071 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9872e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9889e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.9901e-05 - mae: 0.0071 - val_loss: 3.2371e-05 - val_mae: 0.0040 - learning_rate: 1.5064e-05 -Epoch 43/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 8.4050e-05 - mae: 0.0081  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.7975e-04 - mae: 0.0092   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4963e-04 - mae: 0.0086  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3333e-04 - mae: 0.0083  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2233e-04 - mae: 0.0081  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1455e-04 - mae: 0.0080  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0881e-04 - mae: 0.0079  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0347e-04 - mae: 0.0078  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0036e-04 - mae: 0.0078  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8393e-05 - mae: 0.0077  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6687e-05 - mae: 0.0077  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5190e-05 - mae: 0.0077  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3619e-05 - mae: 0.0076  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2351e-05 - mae: 0.0076  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1419e-05 - mae: 0.0076  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0979e-05 - mae: 0.0076  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0738e-05 - mae: 0.0076  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0463e-05 - mae: 0.0076  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0175e-05 - mae: 0.0076 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9890e-05 - mae: 0.0076 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9567e-05 - mae: 0.0076 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9208e-05 - mae: 0.0076 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8824e-05 - mae: 0.0076 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8471e-05 - mae: 0.0076 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8162e-05 - mae: 0.0076 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7840e-05 - mae: 0.0076 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7541e-05 - mae: 0.0075 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7270e-05 - mae: 0.0075 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7013e-05 - mae: 0.0075 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6757e-05 - mae: 0.0075 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6521e-05 - mae: 0.0075 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6282e-05 - mae: 0.0075 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6049e-05 - mae: 0.0075 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5807e-05 - mae: 0.0075 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5572e-05 - mae: 0.0075 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5350e-05 - mae: 0.0075 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5123e-05 - mae: 0.0075 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4902e-05 - mae: 0.0075 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4638e-05 - mae: 0.0075 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4377e-05 - mae: 0.0075 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4164e-05 - mae: 0.0075 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3965e-05 - mae: 0.0075 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3764e-05 - mae: 0.0075 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3562e-05 - mae: 0.0075 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3366e-05 - mae: 0.0075 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3169e-05 - mae: 0.0075 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2969e-05 - mae: 0.0075 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2770e-05 - mae: 0.0075 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2578e-05 - mae: 0.0075 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2398e-05 - mae: 0.0074 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2228e-05 - mae: 0.0074 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2069e-05 - mae: 0.0074 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1918e-05 - mae: 0.0074 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1772e-05 - mae: 0.0074 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1632e-05 - mae: 0.0074 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1492e-05 - mae: 0.0074 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1332e-05 - mae: 0.0074 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1198e-05 - mae: 0.0074 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1070e-05 - mae: 0.0074 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.4569e-05 - mae: 0.0073 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.4566e-05 - mae: 0.0073 - val_loss: 3.1784e-05 - val_mae: 0.0039 - learning_rate: 1.5064e-05 -Epoch 44/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 9.1282e-05 - mae: 0.0088  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8739e-05 - mae: 0.0077   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3876e-05 - mae: 0.0074  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1358e-05 - mae: 0.0072  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9801e-05 - mae: 0.0071  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8623e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7651e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7118e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7031e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7106e-05 - mae: 0.0068  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7407e-05 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7592e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7688e-05 - mae: 0.0069  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7705e-05 - mae: 0.0069  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7706e-05 - mae: 0.0069  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7686e-05 - mae: 0.0068  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7937e-05 - mae: 0.0068  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8544e-05 - mae: 0.0069  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9071e-05 - mae: 0.0069  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9580e-05 - mae: 0.0069 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0009e-05 - mae: 0.0069 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0446e-05 - mae: 0.0069 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0927e-05 - mae: 0.0069 118/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1309e-05 - mae: 0.0069 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1704e-05 - mae: 0.0069 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2035e-05 - mae: 0.0069 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2324e-05 - mae: 0.0069 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2578e-05 - mae: 0.0069 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2810e-05 - mae: 0.0069 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3141e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3427e-05 - mae: 0.0069 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3677e-05 - mae: 0.0070 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3885e-05 - mae: 0.0070 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4057e-05 - mae: 0.0070 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4203e-05 - mae: 0.0070 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4352e-05 - mae: 0.0070 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4465e-05 - mae: 0.0070 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4569e-05 - mae: 0.0070 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4657e-05 - mae: 0.0070 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4737e-05 - mae: 0.0070 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4800e-05 - mae: 0.0070 209/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4851e-05 - mae: 0.0070 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4897e-05 - mae: 0.0070 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4920e-05 - mae: 0.0070 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4938e-05 - mae: 0.0070 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4945e-05 - mae: 0.0070 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4955e-05 - mae: 0.0070 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4973e-05 - mae: 0.0070 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4986e-05 - mae: 0.0070 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4999e-05 - mae: 0.0070 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5001e-05 - mae: 0.0070 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5000e-05 - mae: 0.0070 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7811e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7838e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7869e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7896e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7922e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7948e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7973e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8003e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8008e-05 - mae: 0.0070 - val_loss: 3.2556e-05 - val_mae: 0.0041 - learning_rate: 1.5064e-05 -Epoch 45/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 49ms/step - loss: 5.9200e-05 - mae: 0.0073  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.8216e-05 - mae: 0.0071   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2962e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4080e-05 - mae: 0.0072  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6818e-05 - mae: 0.0073  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9980e-05 - mae: 0.0074  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2658e-05 - mae: 0.0075  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4710e-05 - mae: 0.0076  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5772e-05 - mae: 0.0076  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8744e-05 - mae: 0.0077  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2279e-05 - mae: 0.0077  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4955e-05 - mae: 0.0077  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7494e-05 - mae: 0.0077  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9144e-05 - mae: 0.0077  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0338e-05 - mae: 0.0077  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1407e-05 - mae: 0.0077  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2276e-05 - mae: 0.0077  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2901e-05 - mae: 0.0077  97/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3316e-05 - mae: 0.0077 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3630e-05 - mae: 0.0077 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3931e-05 - mae: 0.0077 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4136e-05 - mae: 0.0077 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4234e-05 - mae: 0.0077 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4278e-05 - mae: 0.0077 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4247e-05 - mae: 0.0077 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4139e-05 - mae: 0.0077 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4039e-05 - mae: 0.0077 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3905e-05 - mae: 0.0077 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3885e-05 - mae: 0.0077 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3832e-05 - mae: 0.0077 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3750e-05 - mae: 0.0077 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3647e-05 - mae: 0.0077 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3527e-05 - mae: 0.0077 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3389e-05 - mae: 0.0077 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3252e-05 - mae: 0.0077 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3067e-05 - mae: 0.0076 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2900e-05 - mae: 0.0076 195/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2719e-05 - mae: 0.0076 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2537e-05 - mae: 0.0076 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2349e-05 - mae: 0.0076 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2153e-05 - mae: 0.0076 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1962e-05 - mae: 0.0076 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1766e-05 - mae: 0.0076 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1524e-05 - mae: 0.0076 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1325e-05 - mae: 0.0076 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.8435e-05 - mae: 0.0073 - val_loss: 3.2863e-05 - val_mae: 0.0042 - learning_rate: 1.5064e-05 -Epoch 46/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 38ms/step - loss: 1.0074e-04 - mae: 0.0091  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7732e-05 - mae: 0.0083   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 9.0695e-05 - mae: 0.0082  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1262e-05 - mae: 0.0080  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8879e-05 - mae: 0.0079  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6324e-05 - mae: 0.0078  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4541e-05 - mae: 0.0077  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3045e-05 - mae: 0.0077  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1928e-05 - mae: 0.0076  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1024e-05 - mae: 0.0076  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0495e-05 - mae: 0.0076  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0207e-05 - mae: 0.0076  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9771e-05 - mae: 0.0076  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9334e-05 - mae: 0.0076  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8765e-05 - mae: 0.0076  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8471e-05 - mae: 0.0076  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8256e-05 - mae: 0.0075  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8029e-05 - mae: 0.0075  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7751e-05 - mae: 0.0075 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7446e-05 - mae: 0.0075 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7159e-05 - mae: 0.0075 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6859e-05 - mae: 0.0075 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6489e-05 - mae: 0.0075 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6212e-05 - mae: 0.0075 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5946e-05 - mae: 0.0074 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5680e-05 - mae: 0.0074 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5411e-05 - mae: 0.0074 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5107e-05 - mae: 0.0074 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4894e-05 - mae: 0.0074 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4731e-05 - mae: 0.0074 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4597e-05 - mae: 0.0074 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4452e-05 - mae: 0.0074 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4299e-05 - mae: 0.0074 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4166e-05 - mae: 0.0074 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3985e-05 - mae: 0.0073 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3839e-05 - mae: 0.0073 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3699e-05 - mae: 0.0073 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3537e-05 - mae: 0.0073 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3396e-05 - mae: 0.0073 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.8712e-05 - mae: 0.0071 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8734e-05 - mae: 0.0071 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8756e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8782e-05 - mae: 0.0071 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8802e-05 - mae: 0.0071 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8822e-05 - mae: 0.0071 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8842e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8863e-05 - mae: 0.0071 - val_loss: 3.1770e-05 - val_mae: 0.0040 - learning_rate: 7.5319e-06 -Epoch 47/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 9.2204e-05 - mae: 0.0093  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4330e-05 - mae: 0.0077   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1959e-05 - mae: 0.0076  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8853e-05 - mae: 0.0074  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7138e-05 - mae: 0.0073  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6180e-05 - mae: 0.0073  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.5778e-05 - mae: 0.0072  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5697e-05 - mae: 0.0072  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5455e-05 - mae: 0.0072  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5317e-05 - mae: 0.0072  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5183e-05 - mae: 0.0072  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5112e-05 - mae: 0.0072  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5242e-05 - mae: 0.0072  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5308e-05 - mae: 0.0072  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5318e-05 - mae: 0.0072  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5256e-05 - mae: 0.0072  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5194e-05 - mae: 0.0072  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5099e-05 - mae: 0.0072  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5022e-05 - mae: 0.0071  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4931e-05 - mae: 0.0071 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4861e-05 - mae: 0.0071 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4827e-05 - mae: 0.0071 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4788e-05 - mae: 0.0071 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4794e-05 - mae: 0.0071 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4800e-05 - mae: 0.0071 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4796e-05 - mae: 0.0071 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4791e-05 - mae: 0.0071 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4762e-05 - mae: 0.0071 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4723e-05 - mae: 0.0071 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4682e-05 - mae: 0.0071 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4661e-05 - mae: 0.0071 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4643e-05 - mae: 0.0071 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7682e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7706e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7711e-05 - mae: 0.0071 - val_loss: 3.1734e-05 - val_mae: 0.0039 - learning_rate: 7.5319e-06 -Epoch 48/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 1.5117e-04 - mae: 0.0127  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 1.0655e-04 - mae: 0.0099   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2731e-05 - mae: 0.0090  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6381e-05 - mae: 0.0087  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2525e-05 - mae: 0.0084  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9736e-05 - mae: 0.0082  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7390e-05 - mae: 0.0080  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5119e-05 - mae: 0.0079  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3513e-05 - mae: 0.0078  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2537e-05 - mae: 0.0077  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1894e-05 - mae: 0.0076  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1569e-05 - mae: 0.0076  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1272e-05 - mae: 0.0075  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0954e-05 - mae: 0.0075  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0711e-05 - mae: 0.0075  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0415e-05 - mae: 0.0074  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0150e-05 - mae: 0.0074  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9882e-05 - mae: 0.0074  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9601e-05 - mae: 0.0073  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9379e-05 - mae: 0.0073 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9198e-05 - mae: 0.0073 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9035e-05 - mae: 0.0073 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8822e-05 - mae: 0.0073 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.8714e-05 - mae: 0.0071 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8738e-05 - mae: 0.0071 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8758e-05 - mae: 0.0071 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8776e-05 - mae: 0.0071 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8794e-05 - mae: 0.0071 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8811e-05 - mae: 0.0071 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8828e-05 - mae: 0.0071 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8844e-05 - mae: 0.0071 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8861e-05 - mae: 0.0071 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8878e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8885e-05 - mae: 0.0071 - val_loss: 3.1985e-05 - val_mae: 0.0040 - learning_rate: 7.5319e-06 -Epoch 49/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 5.0331e-05 - mae: 0.0064  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 5.3997e-05 - mae: 0.0064   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5872e-05 - mae: 0.0065  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0966e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5535e-05 - mae: 0.0068  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3778e-05 - mae: 0.0068  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9040e-05 - mae: 0.0069  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1799e-05 - mae: 0.0069  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3775e-05 - mae: 0.0069  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4630e-05 - mae: 0.0069  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5071e-05 - mae: 0.0069  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5315e-05 - mae: 0.0069  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5377e-05 - mae: 0.0069  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5275e-05 - mae: 0.0069  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5084e-05 - mae: 0.0069  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4852e-05 - mae: 0.0069  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4535e-05 - mae: 0.0069  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4165e-05 - mae: 0.0069  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3737e-05 - mae: 0.0069  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3312e-05 - mae: 0.0069 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2903e-05 - mae: 0.0069 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2592e-05 - mae: 0.0069 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2324e-05 - mae: 0.0069 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2050e-05 - mae: 0.0069 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1768e-05 - mae: 0.0069 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1475e-05 - mae: 0.0069 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1202e-05 - mae: 0.0069 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0948e-05 - mae: 0.0069 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0663e-05 - mae: 0.0069 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0430e-05 - mae: 0.0069 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0261e-05 - mae: 0.0069 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0157e-05 - mae: 0.0069 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0048e-05 - mae: 0.0069 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9964e-05 - mae: 0.0069 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9881e-05 - mae: 0.0069 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9824e-05 - mae: 0.0069 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9764e-05 - mae: 0.0069 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9701e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9636e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9555e-05 - mae: 0.0069 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9461e-05 - mae: 0.0069 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9358e-05 - mae: 0.0070 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9250e-05 - mae: 0.0070 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.3444e-05 - mae: 0.0070 670/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3404e-05 - mae: 0.0070 675/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3365e-05 - mae: 0.0070 681/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3319e-05 - mae: 0.0070 686/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3280e-05 - mae: 0.0070 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3247e-05 - mae: 0.0070 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3216e-05 - mae: 0.0070 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3185e-05 - mae: 0.0070 706/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3154e-05 - mae: 0.0070 711/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3123e-05 - mae: 0.0070 716/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3093e-05 - mae: 0.0070 721/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3063e-05 - mae: 0.0070 726/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3033e-05 - mae: 0.0070 731/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3002e-05 - mae: 0.0070 736/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2973e-05 - mae: 0.0070 742/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2939e-05 - mae: 0.0070 747/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2911e-05 - mae: 0.0070 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2878e-05 - mae: 0.0070 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2851e-05 - mae: 0.0070 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2824e-05 - mae: 0.0070 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2798e-05 - mae: 0.0070 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2771e-05 - mae: 0.0070 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2745e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2718e-05 - mae: 0.0070 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2692e-05 - mae: 0.0070 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2661e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2637e-05 - mae: 0.0070 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2607e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2582e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2558e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2528e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2503e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2478e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2453e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2440e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2435e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2431e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2426e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2421e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2415e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2409e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2403e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2397e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2391e-05 - mae: 0.0070 - val_loss: 3.1556e-05 - val_mae: 0.0039 - learning_rate: 7.5319e-06 -Epoch 50/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 4.8770e-05 - mae: 0.0053  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2410e-05 - mae: 0.0068   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9935e-05 - mae: 0.0067  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9420e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9120e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8624e-05 - mae: 0.0066  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8299e-05 - mae: 0.0066  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8306e-05 - mae: 0.0066  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8340e-05 - mae: 0.0066  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8294e-05 - mae: 0.0066  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8159e-05 - mae: 0.0066  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8080e-05 - mae: 0.0066  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7883e-05 - mae: 0.0066  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7723e-05 - mae: 0.0066  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7583e-05 - mae: 0.0066  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7511e-05 - mae: 0.0066  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7427e-05 - mae: 0.0066  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7401e-05 - mae: 0.0066  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7449e-05 - mae: 0.0066  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7484e-05 - mae: 0.0066 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7554e-05 - mae: 0.0066 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7653e-05 - mae: 0.0066 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7714e-05 - mae: 0.0066 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7774e-05 - mae: 0.0066 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7860e-05 - mae: 0.0066 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7933e-05 - mae: 0.0066 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7988e-05 - mae: 0.0066 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8040e-05 - mae: 0.0066 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8100e-05 - mae: 0.0066 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8188e-05 - mae: 0.0066 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8293e-05 - mae: 0.0066 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8418e-05 - mae: 0.0066 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8530e-05 - mae: 0.0066 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8640e-05 - mae: 0.0066 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8738e-05 - mae: 0.0066 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8849e-05 - mae: 0.0066 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8926e-05 - mae: 0.0066 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9001e-05 - mae: 0.0066 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.6683e-05 - mae: 0.0069 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6723e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6762e-05 - mae: 0.0069 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6809e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6854e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6898e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6934e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6975e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7014e-05 - mae: 0.0069 - val_loss: 3.2073e-05 - val_mae: 0.0039 - learning_rate: 7.5319e-06 -Epoch 51/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 4.1653e-05 - mae: 0.0061  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.2616e-05 - mae: 0.0077   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7097e-05 - mae: 0.0074  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.9468e-05 - mae: 0.0074  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2186e-05 - mae: 0.0074  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3400e-05 - mae: 0.0075  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4257e-05 - mae: 0.0075  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4285e-05 - mae: 0.0075  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3868e-05 - mae: 0.0075  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3598e-05 - mae: 0.0075  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3251e-05 - mae: 0.0074  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2914e-05 - mae: 0.0074  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2567e-05 - mae: 0.0074  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2152e-05 - mae: 0.0074  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1606e-05 - mae: 0.0073  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1086e-05 - mae: 0.0073  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0592e-05 - mae: 0.0073  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0177e-05 - mae: 0.0073  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9772e-05 - mae: 0.0073 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9291e-05 - mae: 0.0072 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8945e-05 - mae: 0.0072 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8632e-05 - mae: 0.0072 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8356e-05 - mae: 0.0072 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8087e-05 - mae: 0.0072 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7841e-05 - mae: 0.0072 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7608e-05 - mae: 0.0072 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7381e-05 - mae: 0.0071 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7186e-05 - mae: 0.0071 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7022e-05 - mae: 0.0071 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6951e-05 - mae: 0.0071 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6913e-05 - mae: 0.0071 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6872e-05 - mae: 0.0071 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6866e-05 - mae: 0.0071 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6839e-05 - mae: 0.0071 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6801e-05 - mae: 0.0071 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6767e-05 - mae: 0.0071 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6722e-05 - mae: 0.0071 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6689e-05 - mae: 0.0071 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6672e-05 - mae: 0.0071 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6656e-05 - mae: 0.0071 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6642e-05 - mae: 0.0071 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6632e-05 - mae: 0.0071 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6637e-05 - mae: 0.0071 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6640e-05 - mae: 0.0071 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6634e-05 - mae: 0.0071 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.6478e-05 - mae: 0.0070 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6502e-05 - mae: 0.0070 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6524e-05 - mae: 0.0070 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6544e-05 - mae: 0.0070 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6563e-05 - mae: 0.0070 400/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6587e-05 - mae: 0.0070 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6609e-05 - mae: 0.0070 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6629e-05 - mae: 0.0070 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6646e-05 - mae: 0.0070 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6661e-05 - mae: 0.0070 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6672e-05 - mae: 0.0070 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6683e-05 - mae: 0.0070 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6692e-05 - mae: 0.0070 441/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6700e-05 - mae: 0.0070 446/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.7710e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7719e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7727e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7735e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7743e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7752e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7761e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7770e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7780e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7792e-05 - mae: 0.0070 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7801e-05 - mae: 0.0070 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7810e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7820e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7828e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7836e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7847e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7857e-05 - mae: 0.0070 - val_loss: 3.1581e-05 - val_mae: 0.0039 - learning_rate: 3.7660e-06 -Epoch 52/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 2.3131e-05 - mae: 0.0032  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.7469e-05 - mae: 0.0063   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9599e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0570e-05 - mae: 0.0068  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2365e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3296e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3634e-05 - mae: 0.0071  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3962e-05 - mae: 0.0071  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4259e-05 - mae: 0.0071  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4369e-05 - mae: 0.0071  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4322e-05 - mae: 0.0071  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4200e-05 - mae: 0.0071  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4206e-05 - mae: 0.0071  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4113e-05 - mae: 0.0071  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4011e-05 - mae: 0.0071  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3873e-05 - mae: 0.0071  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3655e-05 - mae: 0.0071  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3462e-05 - mae: 0.0071  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3376e-05 - mae: 0.0071  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3384e-05 - mae: 0.0070 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3385e-05 - mae: 0.0070 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3390e-05 - mae: 0.0070 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3377e-05 - mae: 0.0070 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3344e-05 - mae: 0.0070 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3302e-05 - mae: 0.0070 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3268e-05 - mae: 0.0070 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3283e-05 - mae: 0.0070 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3312e-05 - mae: 0.0070 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3334e-05 - mae: 0.0070 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3351e-05 - mae: 0.0070 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3376e-05 - mae: 0.0070 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3391e-05 - mae: 0.0070 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3418e-05 - mae: 0.0070 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3438e-05 - mae: 0.0070 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3453e-05 - mae: 0.0070 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3477e-05 - mae: 0.0070 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3492e-05 - mae: 0.0070 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3511e-05 - mae: 0.0070 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3591e-05 - mae: 0.0070 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3671e-05 - mae: 0.0070 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3738e-05 - mae: 0.0070 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3793e-05 - mae: 0.0070 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3838e-05 - mae: 0.0070 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3884e-05 - mae: 0.0070 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3924e-05 - mae: 0.0070 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3957e-05 - mae: 0.0070 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3982e-05 - mae: 0.0070 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4005e-05 - mae: 0.0070 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4041e-05 - mae: 0.0070 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4088e-05 - mae: 0.0070 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4131e-05 - mae: 0.0070 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4177e-05 - mae: 0.0070 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4229e-05 - mae: 0.0070 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4274e-05 - mae: 0.0070 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4311e-05 - mae: 0.0070 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4355e-05 - mae: 0.0070 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4398e-05 - mae: 0.0070 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4434e-05 - mae: 0.0070 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4470e-05 - mae: 0.0070 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4500e-05 - mae: 0.0070 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4527e-05 - mae: 0.0070 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4552e-05 - mae: 0.0070 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4577e-05 - mae: 0.0070 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4624e-05 - mae: 0.0070 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4675e-05 - mae: 0.0070 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4720e-05 - mae: 0.0070 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4761e-05 - mae: 0.0070 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4797e-05 - mae: 0.0070 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4833e-05 - mae: 0.0070 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4875e-05 - mae: 0.0070 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4920e-05 - mae: 0.0070 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4960e-05 - mae: 0.0070 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4997e-05 - mae: 0.0070 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5030e-05 - mae: 0.0070 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5061e-05 - mae: 0.0070 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5088e-05 - mae: 0.0070 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5111e-05 - mae: 0.0070 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5132e-05 - mae: 0.0070 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5150e-05 - mae: 0.0070 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.7616e-05 - mae: 0.0070 760/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7650e-05 - mae: 0.0070 765/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7683e-05 - mae: 0.0070 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7715e-05 - mae: 0.0070 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7746e-05 - mae: 0.0070 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7775e-05 - mae: 0.0070 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7804e-05 - mae: 0.0070 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7832e-05 - mae: 0.0070 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7860e-05 - mae: 0.0070 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7887e-05 - mae: 0.0070 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7912e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7937e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7963e-05 - mae: 0.0070 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7987e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8015e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8042e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8065e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8087e-05 - mae: 0.0070 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8109e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8130e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8153e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8172e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8195e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8215e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8235e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8258e-05 - mae: 0.0070 - val_loss: 3.1776e-05 - val_mae: 0.0040 - learning_rate: 3.7660e-06 -Epoch 53/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 3.0548e-05 - mae: 0.0046  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0256e-05 - mae: 0.0059   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9776e-05 - mae: 0.0059  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9288e-05 - mae: 0.0059  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9886e-05 - mae: 0.0060  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0318e-05 - mae: 0.0060  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1361e-05 - mae: 0.0061  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1996e-05 - mae: 0.0062  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2517e-05 - mae: 0.0062  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2940e-05 - mae: 0.0063  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3155e-05 - mae: 0.0063  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3274e-05 - mae: 0.0063  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3398e-05 - mae: 0.0063  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3495e-05 - mae: 0.0063  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3565e-05 - mae: 0.0063  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3704e-05 - mae: 0.0063  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3843e-05 - mae: 0.0064  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3942e-05 - mae: 0.0064  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4020e-05 - mae: 0.0064  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4074e-05 - mae: 0.0064 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4170e-05 - mae: 0.0064 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4410e-05 - mae: 0.0064 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4602e-05 - mae: 0.0064 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4784e-05 - mae: 0.0064 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4910e-05 - mae: 0.0064 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5015e-05 - mae: 0.0064 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5126e-05 - mae: 0.0064 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5257e-05 - mae: 0.0065 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5412e-05 - mae: 0.0065 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5581e-05 - mae: 0.0065 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5764e-05 - mae: 0.0065 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5949e-05 - mae: 0.0065 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6140e-05 - mae: 0.0065 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6331e-05 - mae: 0.0065 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6507e-05 - mae: 0.0065 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6664e-05 - mae: 0.0065 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6807e-05 - mae: 0.0065 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6937e-05 - mae: 0.0065 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7057e-05 - mae: 0.0065 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7165e-05 - mae: 0.0066 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7263e-05 - mae: 0.0066 209/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7346e-05 - mae: 0.0066 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7424e-05 - mae: 0.0066 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7495e-05 - mae: 0.0066 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7557e-05 - mae: 0.0066 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7685e-05 - mae: 0.0066 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7845e-05 - mae: 0.0066 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8008e-05 - mae: 0.0066 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8166e-05 - mae: 0.0066 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8351e-05 - mae: 0.0066 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8522e-05 - mae: 0.0066 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8653e-05 - mae: 0.0066 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8777e-05 - mae: 0.0066 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8892e-05 - mae: 0.0066 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9007e-05 - mae: 0.0066 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9119e-05 - mae: 0.0066 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9248e-05 - mae: 0.0066 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9364e-05 - mae: 0.0066 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9455e-05 - mae: 0.0066 304/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9561e-05 - mae: 0.0066 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9646e-05 - mae: 0.0066 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9732e-05 - mae: 0.0067 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9821e-05 - mae: 0.0067 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9908e-05 - mae: 0.0067 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0005e-05 - mae: 0.0067 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0095e-05 - mae: 0.0067 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0163e-05 - mae: 0.0067 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0225e-05 - mae: 0.0067 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0282e-05 - mae: 0.0067 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0336e-05 - mae: 0.0067 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0387e-05 - mae: 0.0067 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0454e-05 - mae: 0.0067 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0529e-05 - mae: 0.0067 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0603e-05 - mae: 0.0067 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0672e-05 - mae: 0.0067 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0735e-05 - mae: 0.0067 392/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0808e-05 - mae: 0.0067 397/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0865e-05 - mae: 0.0067 402/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0923e-05 - mae: 0.0067 407/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0977e-05 - mae: 0.0067 412/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1030e-05 - mae: 0.0067 417/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1085e-05 - mae: 0.0067 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1137e-05 - mae: 0.0067 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1190e-05 - mae: 0.0067 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.3750e-05 - mae: 0.0068 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3789e-05 - mae: 0.0068 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3821e-05 - mae: 0.0068 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3851e-05 - mae: 0.0068 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3881e-05 - mae: 0.0068 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3911e-05 - mae: 0.0068 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3947e-05 - mae: 0.0068 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3976e-05 - mae: 0.0068 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4006e-05 - mae: 0.0068 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4035e-05 - mae: 0.0068 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4070e-05 - mae: 0.0068 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4097e-05 - mae: 0.0068 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4125e-05 - mae: 0.0068 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4151e-05 - mae: 0.0068 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4183e-05 - mae: 0.0068 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4210e-05 - mae: 0.0068 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4240e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.4252e-05 - mae: 0.0068 - val_loss: 3.1589e-05 - val_mae: 0.0039 - learning_rate: 3.7660e-06 -Epoch 54/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 3.9646e-05 - mae: 0.0067  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.1839e-05 - mae: 0.0060   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.8977e-05 - mae: 0.0063  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3293e-05 - mae: 0.0066  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6456e-05 - mae: 0.0068  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8096e-05 - mae: 0.0069  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0167e-05 - mae: 0.0069  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1531e-05 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2951e-05 - mae: 0.0070  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4472e-05 - mae: 0.0070  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5586e-05 - mae: 0.0071  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6263e-05 - mae: 0.0071  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6706e-05 - mae: 0.0071  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6978e-05 - mae: 0.0071  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7168e-05 - mae: 0.0071  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7432e-05 - mae: 0.0071  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7583e-05 - mae: 0.0071  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7781e-05 - mae: 0.0071  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7882e-05 - mae: 0.0071 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7949e-05 - mae: 0.0071 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8006e-05 - mae: 0.0071 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8062e-05 - mae: 0.0072 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8138e-05 - mae: 0.0072 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8218e-05 - mae: 0.0072 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8243e-05 - mae: 0.0072 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8255e-05 - mae: 0.0072 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8261e-05 - mae: 0.0072 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8287e-05 - mae: 0.0072 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8307e-05 - mae: 0.0072 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8313e-05 - mae: 0.0072 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8518e-05 - mae: 0.0072 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8950e-05 - mae: 0.0072 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9335e-05 - mae: 0.0072 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9679e-05 - mae: 0.0072 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9987e-05 - mae: 0.0072 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0258e-05 - mae: 0.0072 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0496e-05 - mae: 0.0072 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0740e-05 - mae: 0.0072 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0948e-05 - mae: 0.0072 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1167e-05 - mae: 0.0072 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1353e-05 - mae: 0.0072 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1491e-05 - mae: 0.0072 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1623e-05 - mae: 0.0072 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1739e-05 - mae: 0.0072 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1847e-05 - mae: 0.0072 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1943e-05 - mae: 0.0072 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2050e-05 - mae: 0.0072 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2174e-05 - mae: 0.0072 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2257e-05 - mae: 0.0072 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2326e-05 - mae: 0.0072 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2383e-05 - mae: 0.0072 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2433e-05 - mae: 0.0072 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2478e-05 - mae: 0.0072 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2513e-05 - mae: 0.0072 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2541e-05 - mae: 0.0072 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2568e-05 - mae: 0.0072 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2595e-05 - mae: 0.0072 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2622e-05 - mae: 0.0072 301/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2651e-05 - mae: 0.0072 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2678e-05 - mae: 0.0072 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2701e-05 - mae: 0.0072 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2718e-05 - mae: 0.0072 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2728e-05 - mae: 0.0072 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2731e-05 - mae: 0.0072 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.2922e-05 - mae: 0.0071 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2898e-05 - mae: 0.0071 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2870e-05 - mae: 0.0071 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2847e-05 - mae: 0.0071 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2823e-05 - mae: 0.0071 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2801e-05 - mae: 0.0071 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2779e-05 - mae: 0.0071 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2761e-05 - mae: 0.0071 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2746e-05 - mae: 0.0071 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2732e-05 - mae: 0.0071 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2719e-05 - mae: 0.0071 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2705e-05 - mae: 0.0071 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2691e-05 - mae: 0.0071 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2677e-05 - mae: 0.0071 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2662e-05 - mae: 0.0071 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2647e-05 - mae: 0.0071 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2633e-05 - mae: 0.0071 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2618e-05 - mae: 0.0071 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2604e-05 - mae: 0.0071 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2588e-05 - mae: 0.0071 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2570e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2556e-05 - mae: 0.0071 - val_loss: 3.1614e-05 - val_mae: 0.0039 - learning_rate: 3.7660e-06 -Epoch 55/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 5.8544e-05 - mae: 0.0066  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5051e-05 - mae: 0.0076   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3068e-05 - mae: 0.0075  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5637e-05 - mae: 0.0076  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8073e-05 - mae: 0.0076  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8394e-05 - mae: 0.0076  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7712e-05 - mae: 0.0076  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6819e-05 - mae: 0.0075  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6320e-05 - mae: 0.0075  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5816e-05 - mae: 0.0074  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5396e-05 - mae: 0.0074  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5348e-05 - mae: 0.0074  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5377e-05 - mae: 0.0074  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5290e-05 - mae: 0.0074  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5190e-05 - mae: 0.0073  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4982e-05 - mae: 0.0073  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4709e-05 - mae: 0.0073  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4388e-05 - mae: 0.0073  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3918e-05 - mae: 0.0073  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3518e-05 - mae: 0.0072 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3135e-05 - mae: 0.0072 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2792e-05 - mae: 0.0072 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2478e-05 - mae: 0.0072 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2244e-05 - mae: 0.0072 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2043e-05 - mae: 0.0072 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1935e-05 - mae: 0.0072 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1799e-05 - mae: 0.0071 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1690e-05 - mae: 0.0071 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1589e-05 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1473e-05 - mae: 0.0071 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1344e-05 - mae: 0.0071 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1202e-05 - mae: 0.0071 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1056e-05 - mae: 0.0071 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0921e-05 - mae: 0.0071 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0793e-05 - mae: 0.0071 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0643e-05 - mae: 0.0071 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0553e-05 - mae: 0.0071 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0467e-05 - mae: 0.0071 197/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0385e-05 - mae: 0.0071 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0301e-05 - mae: 0.0071 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0215e-05 - mae: 0.0071 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0131e-05 - mae: 0.0071 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0049e-05 - mae: 0.0071 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9951e-05 - mae: 0.0071 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9875e-05 - mae: 0.0071 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9800e-05 - mae: 0.0071 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9716e-05 - mae: 0.0071 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9639e-05 - mae: 0.0071 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9557e-05 - mae: 0.0071 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9479e-05 - mae: 0.0071 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9398e-05 - mae: 0.0071 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9309e-05 - mae: 0.0071 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9238e-05 - mae: 0.0071 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9165e-05 - mae: 0.0070 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9088e-05 - mae: 0.0070 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9013e-05 - mae: 0.0070 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8936e-05 - mae: 0.0070 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8853e-05 - mae: 0.0070 300/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8776e-05 - mae: 0.0070 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8699e-05 - mae: 0.0070 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.8407e-05 - mae: 0.0070 - val_loss: 3.1498e-05 - val_mae: 0.0039 - learning_rate: 3.7660e-06 -Epoch 56/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 38ms/step - loss: 5.1590e-05 - mae: 0.0069  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9834e-05 - mae: 0.0071   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8380e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5796e-05 - mae: 0.0073  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8723e-05 - mae: 0.0074  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9719e-05 - mae: 0.0075  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0189e-05 - mae: 0.0075  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0176e-05 - mae: 0.0075  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0087e-05 - mae: 0.0075  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9921e-05 - mae: 0.0075  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9522e-05 - mae: 0.0075  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9005e-05 - mae: 0.0075  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8793e-05 - mae: 0.0075  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8699e-05 - mae: 0.0075  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8657e-05 - mae: 0.0075  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8654e-05 - mae: 0.0075  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8644e-05 - mae: 0.0075  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8573e-05 - mae: 0.0075  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8432e-05 - mae: 0.0075  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8234e-05 - mae: 0.0075 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8041e-05 - mae: 0.0075 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7920e-05 - mae: 0.0075 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7771e-05 - mae: 0.0075 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7621e-05 - mae: 0.0075 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7441e-05 - mae: 0.0075 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7232e-05 - mae: 0.0075 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7094e-05 - mae: 0.0074 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7001e-05 - mae: 0.0074 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6919e-05 - mae: 0.0074 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6837e-05 - mae: 0.0074 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6752e-05 - mae: 0.0074 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6657e-05 - mae: 0.0074 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6563e-05 - mae: 0.0074 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6452e-05 - mae: 0.0074 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6339e-05 - mae: 0.0074 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6210e-05 - mae: 0.0074 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6081e-05 - mae: 0.0074 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5940e-05 - mae: 0.0074 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5813e-05 - mae: 0.0074 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5688e-05 - mae: 0.0074 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5566e-05 - mae: 0.0074 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5416e-05 - mae: 0.0074 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5287e-05 - mae: 0.0073 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5157e-05 - mae: 0.0073 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5027e-05 - mae: 0.0073 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4914e-05 - mae: 0.0073 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4806e-05 - mae: 0.0073 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4692e-05 - mae: 0.0073 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4575e-05 - mae: 0.0073 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4483e-05 - mae: 0.0073 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4400e-05 - mae: 0.0073 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4330e-05 - mae: 0.0073 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4262e-05 - mae: 0.0073 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.3679e-05 - mae: 0.0071 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3671e-05 - mae: 0.0071 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3664e-05 - mae: 0.0071 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3658e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3652e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3645e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3638e-05 - mae: 0.0071 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3631e-05 - mae: 0.0071 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3624e-05 - mae: 0.0071 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3616e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.3609e-05 - mae: 0.0071 - val_loss: 3.1597e-05 - val_mae: 0.0039 - learning_rate: 1.8830e-06 -Epoch 57/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 1.0305e-04 - mae: 0.0100  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.0162e-05 - mae: 0.0081   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3804e-05 - mae: 0.0076  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3142e-05 - mae: 0.0075  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2351e-05 - mae: 0.0074  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2007e-05 - mae: 0.0074  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2575e-05 - mae: 0.0074  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3056e-05 - mae: 0.0074  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3905e-05 - mae: 0.0074  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6781e-05 - mae: 0.0074  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.8777e-05 - mae: 0.0074  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0443e-05 - mae: 0.0074  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1839e-05 - mae: 0.0074  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.2823e-05 - mae: 0.0074  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.3494e-05 - mae: 0.0074  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.3969e-05 - mae: 0.0074  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.4268e-05 - mae: 0.0074  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.4463e-05 - mae: 0.0074  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.4601e-05 - mae: 0.0074  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4675e-05 - mae: 0.0073 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4668e-05 - mae: 0.0073 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4642e-05 - mae: 0.0073 114/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4561e-05 - mae: 0.0073 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4474e-05 - mae: 0.0073 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4374e-05 - mae: 0.0073 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4244e-05 - mae: 0.0073 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4088e-05 - mae: 0.0073 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3932e-05 - mae: 0.0073 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3772e-05 - mae: 0.0072 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3622e-05 - mae: 0.0072 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3464e-05 - mae: 0.0072 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3300e-05 - mae: 0.0072 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3134e-05 - mae: 0.0072 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2983e-05 - mae: 0.0072 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2865e-05 - mae: 0.0072 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2790e-05 - mae: 0.0072 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2715e-05 - mae: 0.0072 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2639e-05 - mae: 0.0072 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2559e-05 - mae: 0.0072 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2475e-05 - mae: 0.0072 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2395e-05 - mae: 0.0072 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2305e-05 - mae: 0.0072 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2230e-05 - mae: 0.0072 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.3691e-05 - mae: 0.0071 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3684e-05 - mae: 0.0071 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3677e-05 - mae: 0.0071 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3668e-05 - mae: 0.0071 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3660e-05 - mae: 0.0071 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3651e-05 - mae: 0.0071 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3643e-05 - mae: 0.0071 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3633e-05 - mae: 0.0071 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3624e-05 - mae: 0.0071 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3614e-05 - mae: 0.0071 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3603e-05 - mae: 0.0071 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3593e-05 - mae: 0.0071 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3583e-05 - mae: 0.0071 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3573e-05 - mae: 0.0071 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3563e-05 - mae: 0.0071 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3552e-05 - mae: 0.0071 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3542e-05 - mae: 0.0071 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3532e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.3525e-05 - mae: 0.0071 - val_loss: 3.1598e-05 - val_mae: 0.0039 - learning_rate: 1.8830e-06 -Epoch 58/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 6.7656e-05 - mae: 0.0071  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2296e-05 - mae: 0.0062   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4490e-05 - mae: 0.0062  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6296e-05 - mae: 0.0063  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7323e-05 - mae: 0.0064  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8031e-05 - mae: 0.0064  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8339e-05 - mae: 0.0065  37/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8873e-05 - mae: 0.0065  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0060e-05 - mae: 0.0066  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0964e-05 - mae: 0.0067  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1817e-05 - mae: 0.0067  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2589e-05 - mae: 0.0068  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3154e-05 - mae: 0.0068  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3581e-05 - mae: 0.0068  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3954e-05 - mae: 0.0069  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4299e-05 - mae: 0.0069  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4569e-05 - mae: 0.0069  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4730e-05 - mae: 0.0069  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4872e-05 - mae: 0.0069  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4958e-05 - mae: 0.0070 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5101e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5308e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5464e-05 - mae: 0.0070 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5579e-05 - mae: 0.0070 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5660e-05 - mae: 0.0070 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5726e-05 - mae: 0.0070 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5772e-05 - mae: 0.0070 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5813e-05 - mae: 0.0070 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5871e-05 - mae: 0.0070 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5921e-05 - mae: 0.0070 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6067e-05 - mae: 0.0070 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6208e-05 - mae: 0.0070 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6325e-05 - mae: 0.0070 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6431e-05 - mae: 0.0070 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6548e-05 - mae: 0.0070 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.0631e-05 - mae: 0.0071 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0633e-05 - mae: 0.0071 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0634e-05 - mae: 0.0071 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0637e-05 - mae: 0.0071 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0640e-05 - mae: 0.0071 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0644e-05 - mae: 0.0071 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0646e-05 - mae: 0.0071 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0648e-05 - mae: 0.0071 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0649e-05 - mae: 0.0071 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0649e-05 - mae: 0.0071 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0649e-05 - mae: 0.0071 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0649e-05 - mae: 0.0071 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0648e-05 - mae: 0.0071 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0646e-05 - mae: 0.0071 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0645e-05 - mae: 0.0071 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0644e-05 - mae: 0.0071 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0642e-05 - mae: 0.0071 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0640e-05 - mae: 0.0071 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0637e-05 - mae: 0.0071 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0635e-05 - mae: 0.0071 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0633e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0631e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0629e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0627e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0625e-05 - mae: 0.0071 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0622e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0621e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.0619e-05 - mae: 0.0071 - val_loss: 3.1487e-05 - val_mae: 0.0039 - learning_rate: 1.8830e-06 -Epoch 59/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 5.7576e-05 - mae: 0.0074  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.2802e-05 - mae: 0.0066   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4450e-05 - mae: 0.0067  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4676e-05 - mae: 0.0066  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5988e-05 - mae: 0.0067  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7102e-05 - mae: 0.0067  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8512e-05 - mae: 0.0068  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9880e-05 - mae: 0.0068  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1127e-05 - mae: 0.0069  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2081e-05 - mae: 0.0069  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3079e-05 - mae: 0.0070  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3735e-05 - mae: 0.0070  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4258e-05 - mae: 0.0070  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4815e-05 - mae: 0.0070  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5354e-05 - mae: 0.0070  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5853e-05 - mae: 0.0071  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6132e-05 - mae: 0.0071  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6384e-05 - mae: 0.0071  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6552e-05 - mae: 0.0071 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6690e-05 - mae: 0.0071 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6785e-05 - mae: 0.0071 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6837e-05 - mae: 0.0071 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6845e-05 - mae: 0.0071 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6826e-05 - mae: 0.0071 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6811e-05 - mae: 0.0071 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6946e-05 - mae: 0.0071 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7049e-05 - mae: 0.0071 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7125e-05 - mae: 0.0071 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7170e-05 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7200e-05 - mae: 0.0071 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7225e-05 - mae: 0.0071 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7241e-05 - mae: 0.0071 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7246e-05 - mae: 0.0071 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7241e-05 - mae: 0.0071 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7242e-05 - mae: 0.0071 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7250e-05 - mae: 0.0071 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7250e-05 - mae: 0.0071 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7239e-05 - mae: 0.0071 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7221e-05 - mae: 0.0071 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7187e-05 - mae: 0.0070 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.8553e-05 - mae: 0.0069 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8557e-05 - mae: 0.0069 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8560e-05 - mae: 0.0069 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8563e-05 - mae: 0.0069 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8564e-05 - mae: 0.0069 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8566e-05 - mae: 0.0069 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8567e-05 - mae: 0.0069 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8567e-05 - mae: 0.0069 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8568e-05 - mae: 0.0069 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8568e-05 - mae: 0.0069 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8568e-05 - mae: 0.0069 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8568e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8567e-05 - mae: 0.0069 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8567e-05 - mae: 0.0069 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8567e-05 - mae: 0.0069 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8567e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8567e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8567e-05 - mae: 0.0069 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8567e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.8568e-05 - mae: 0.0069 - val_loss: 3.1493e-05 - val_mae: 0.0039 - learning_rate: 1.8830e-06 -Epoch 60/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 4.8891e-05 - mae: 0.0061  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 5.1470e-05 - mae: 0.0057   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4608e-05 - mae: 0.0063  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0335e-04 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0867e-04 - mae: 0.0068  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0944e-04 - mae: 0.0069  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0870e-04 - mae: 0.0070  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0775e-04 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0634e-04 - mae: 0.0070  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0483e-04 - mae: 0.0071  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0338e-04 - mae: 0.0071  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0185e-04 - mae: 0.0071  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0046e-04 - mae: 0.0071  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9160e-05 - mae: 0.0071  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7924e-05 - mae: 0.0071  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6707e-05 - mae: 0.0071  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5598e-05 - mae: 0.0071  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4810e-05 - mae: 0.0071  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4139e-05 - mae: 0.0071  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3473e-05 - mae: 0.0071 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 7.8444e-05 - mae: 0.0070 676/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.8399e-05 - mae: 0.0070 682/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.8344e-05 - mae: 0.0070 687/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.8299e-05 - mae: 0.0070 692/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.8253e-05 - mae: 0.0070 697/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.8206e-05 - mae: 0.0070 702/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.8160e-05 - mae: 0.0070 707/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.8113e-05 - mae: 0.0070 712/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.8066e-05 - mae: 0.0070 717/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.8019e-05 - mae: 0.0070 722/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7971e-05 - mae: 0.0070 727/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7925e-05 - mae: 0.0070 732/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7878e-05 - mae: 0.0070 737/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7832e-05 - mae: 0.0070 742/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7785e-05 - mae: 0.0070 747/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7742e-05 - mae: 0.0070 752/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7700e-05 - mae: 0.0070 757/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7659e-05 - mae: 0.0070 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7617e-05 - mae: 0.0070 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7578e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7537e-05 - mae: 0.0070 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7488e-05 - mae: 0.0070 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.7440e-05 - mae: 0.0070 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7399e-05 - mae: 0.0070 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7359e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7318e-05 - mae: 0.0070 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7270e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7230e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7190e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7141e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7101e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7061e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7013e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6973e-05 - mae: 0.0070 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6932e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6892e-05 - mae: 0.0070 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6851e-05 - mae: 0.0070 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6811e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6770e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6730e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6691e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6656e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.6637e-05 - mae: 0.0070 - val_loss: 3.1487e-05 - val_mae: 0.0039 - learning_rate: 1.8830e-06 -Epoch 61/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 5.1742e-05 - mae: 0.0063  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9654e-05 - mae: 0.0061   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0010e-05 - mae: 0.0062  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.9713e-05 - mae: 0.0064  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.3024e-04 - mae: 0.0068  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.4796e-04 - mae: 0.0070  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.5532e-04 - mae: 0.0070  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.5802e-04 - mae: 0.0071  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.5830e-04 - mae: 0.0071  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.5741e-04 - mae: 0.0071  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.5695e-04 - mae: 0.0072  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.5575e-04 - mae: 0.0072  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.5407e-04 - mae: 0.0072  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.5218e-04 - mae: 0.0072  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5029e-04 - mae: 0.0072  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4847e-04 - mae: 0.0072  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4667e-04 - mae: 0.0072  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 1.4487e-04 - mae: 0.0072  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4305e-04 - mae: 0.0072  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4123e-04 - mae: 0.0072 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3949e-04 - mae: 0.0072 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3780e-04 - mae: 0.0072 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3614e-04 - mae: 0.0072 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3474e-04 - mae: 0.0072 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3335e-04 - mae: 0.0072 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3200e-04 - mae: 0.0072 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.3069e-04 - mae: 0.0072 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2944e-04 - mae: 0.0071 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2824e-04 - mae: 0.0071 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2707e-04 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2596e-04 - mae: 0.0071 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2492e-04 - mae: 0.0071 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2389e-04 - mae: 0.0071 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2289e-04 - mae: 0.0071 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2193e-04 - mae: 0.0071 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2080e-04 - mae: 0.0071 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1989e-04 - mae: 0.0071 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1902e-04 - mae: 0.0071 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1819e-04 - mae: 0.0071 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 8.5861e-05 - mae: 0.0071 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.5782e-05 - mae: 0.0071 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.5706e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.5630e-05 - mae: 0.0071 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.5556e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.5482e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 8.5424e-05 - mae: 0.0071 - val_loss: 3.1502e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 62/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 5.8671e-05 - mae: 0.0076  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.1152e-05 - mae: 0.0067   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.2941e-05 - mae: 0.0068  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3114e-05 - mae: 0.0068  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2703e-05 - mae: 0.0068  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1926e-05 - mae: 0.0068  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1209e-05 - mae: 0.0068  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0858e-05 - mae: 0.0067  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0601e-05 - mae: 0.0067  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0579e-05 - mae: 0.0067  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0778e-05 - mae: 0.0067  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0890e-05 - mae: 0.0067  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0908e-05 - mae: 0.0068  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0848e-05 - mae: 0.0068  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0782e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0688e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0552e-05 - mae: 0.0068  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0422e-05 - mae: 0.0067  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0345e-05 - mae: 0.0067  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0297e-05 - mae: 0.0067 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0419e-05 - mae: 0.0067 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0684e-05 - mae: 0.0067 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0930e-05 - mae: 0.0067 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1176e-05 - mae: 0.0068 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1352e-05 - mae: 0.0068 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1550e-05 - mae: 0.0068 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1775e-05 - mae: 0.0068 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2283e-05 - mae: 0.0068 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3070e-05 - mae: 0.0068 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3660e-05 - mae: 0.0068 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4178e-05 - mae: 0.0068 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4629e-05 - mae: 0.0068 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5027e-05 - mae: 0.0068 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5379e-05 - mae: 0.0068 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5699e-05 - mae: 0.0068 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5987e-05 - mae: 0.0068 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6251e-05 - mae: 0.0068 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6509e-05 - mae: 0.0068 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6785e-05 - mae: 0.0068 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6993e-05 - mae: 0.0068 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7179e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7395e-05 - mae: 0.0068 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7567e-05 - mae: 0.0068 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7723e-05 - mae: 0.0068 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7868e-05 - mae: 0.0068 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7999e-05 - mae: 0.0068 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8119e-05 - mae: 0.0068 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.9154e-05 - mae: 0.0069 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9194e-05 - mae: 0.0069 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9229e-05 - mae: 0.0069 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9262e-05 - mae: 0.0069 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9319e-05 - mae: 0.0069 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9372e-05 - mae: 0.0069 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9428e-05 - mae: 0.0069 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9478e-05 - mae: 0.0069 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9524e-05 - mae: 0.0069 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9566e-05 - mae: 0.0069 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9605e-05 - mae: 0.0069 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9647e-05 - mae: 0.0069 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9675e-05 - mae: 0.0069 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9701e-05 - mae: 0.0069 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.0034e-05 - mae: 0.0069 465/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0043e-05 - mae: 0.0069 470/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0049e-05 - mae: 0.0069 475/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0053e-05 - mae: 0.0069 480/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0055e-05 - mae: 0.0069 485/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0056e-05 - mae: 0.0069 490/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0054e-05 - mae: 0.0069 495/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0050e-05 - mae: 0.0069 500/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0043e-05 - mae: 0.0069 505/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0036e-05 - mae: 0.0069 510/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0027e-05 - mae: 0.0069 515/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0017e-05 - mae: 0.0069 520/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0007e-05 - mae: 0.0069 525/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0000e-05 - mae: 0.0069 530/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.9933e-05 - mae: 0.0069 608/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9928e-05 - mae: 0.0069 614/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9921e-05 - mae: 0.0069 620/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9911e-05 - mae: 0.0069 625/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9906e-05 - mae: 0.0069 631/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9901e-05 - mae: 0.0069 636/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9897e-05 - mae: 0.0069 642/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9893e-05 - mae: 0.0069 647/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9889e-05 - mae: 0.0069 653/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9883e-05 - mae: 0.0069 658/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9879e-05 - mae: 0.0069 663/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9875e-05 - mae: 0.0069 668/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9879e-05 - mae: 0.0069 673/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9888e-05 - mae: 0.0069 678/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9896e-05 - mae: 0.0069 683/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9903e-05 - mae: 0.0069 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9911e-05 - mae: 0.0069 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9918e-05 - mae: 0.0069 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9924e-05 - mae: 0.0069 704/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9930e-05 - mae: 0.0069 709/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9934e-05 - mae: 0.0069 714/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9938e-05 - mae: 0.0069 719/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9941e-05 - mae: 0.0069 724/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9945e-05 - mae: 0.0069 730/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9950e-05 - mae: 0.0069 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9953e-05 - mae: 0.0069 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9954e-05 - mae: 0.0069 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9956e-05 - mae: 0.0069 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9957e-05 - mae: 0.0069 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9958e-05 - mae: 0.0069 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9957e-05 - mae: 0.0069 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9958e-05 - mae: 0.0069 771/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9962e-05 - mae: 0.0069 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9966e-05 - mae: 0.0069 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9970e-05 - mae: 0.0069 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9975e-05 - mae: 0.0069 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9981e-05 - mae: 0.0069 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9986e-05 - mae: 0.0069 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9992e-05 - mae: 0.0069 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9996e-05 - mae: 0.0069 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9998e-05 - mae: 0.0069 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0001e-05 - mae: 0.0069 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0004e-05 - mae: 0.0069 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0008e-05 - mae: 0.0069 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0011e-05 - mae: 0.0069 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0013e-05 - mae: 0.0069 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0014e-05 - mae: 0.0069 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0015e-05 - mae: 0.0069 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0017e-05 - mae: 0.0069 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0018e-05 - mae: 0.0069 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0021e-05 - mae: 0.0069 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0022e-05 - mae: 0.0069 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0023e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0024e-05 - mae: 0.0069 - val_loss: 3.1487e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 63/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 42ms/step - loss: 9.9403e-05 - mae: 0.0103  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6642e-05 - mae: 0.0075   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.1729e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0993e-05 - mae: 0.0072  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0680e-05 - mae: 0.0072  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9904e-05 - mae: 0.0071  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9311e-05 - mae: 0.0071  37/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9195e-05 - mae: 0.0071  42/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9005e-05 - mae: 0.0071  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.8944e-05 - mae: 0.0070  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.8790e-05 - mae: 0.0070  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.8619e-05 - mae: 0.0070  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.8645e-05 - mae: 0.0070  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9026e-05 - mae: 0.0070  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9843e-05 - mae: 0.0070  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2386e-05 - mae: 0.0070  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4491e-05 - mae: 0.0070  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6208e-05 - mae: 0.0070  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7833e-05 - mae: 0.0070  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9087e-05 - mae: 0.0070 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0134e-05 - mae: 0.0070 110/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0910e-05 - mae: 0.0070 115/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1578e-05 - mae: 0.0070 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2138e-05 - mae: 0.0070 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2642e-05 - mae: 0.0070 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3042e-05 - mae: 0.0070 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3457e-05 - mae: 0.0070 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3802e-05 - mae: 0.0070 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.5929e-05 - mae: 0.0070 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5928e-05 - mae: 0.0070 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5926e-05 - mae: 0.0070 304/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5919e-05 - mae: 0.0070 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5903e-05 - mae: 0.0070 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5886e-05 - mae: 0.0070 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5871e-05 - mae: 0.0070 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5852e-05 - mae: 0.0070 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5829e-05 - mae: 0.0070 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5798e-05 - mae: 0.0070 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5763e-05 - mae: 0.0070 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5732e-05 - mae: 0.0070 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5698e-05 - mae: 0.0071 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5665e-05 - mae: 0.0071 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5629e-05 - mae: 0.0071 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5594e-05 - mae: 0.0071 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5560e-05 - mae: 0.0071 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5529e-05 - mae: 0.0071 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5497e-05 - mae: 0.0071 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5464e-05 - mae: 0.0071 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5430e-05 - mae: 0.0071 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5396e-05 - mae: 0.0071 402/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5357e-05 - mae: 0.0071 407/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5321e-05 - mae: 0.0071 412/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5289e-05 - mae: 0.0071 417/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5265e-05 - mae: 0.0071 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5241e-05 - mae: 0.0071 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5212e-05 - mae: 0.0071 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.3541e-05 - mae: 0.0070 653/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3528e-05 - mae: 0.0070 658/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3515e-05 - mae: 0.0070 663/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3501e-05 - mae: 0.0070 668/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3489e-05 - mae: 0.0070 673/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3477e-05 - mae: 0.0070 678/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3465e-05 - mae: 0.0070 683/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3452e-05 - mae: 0.0070 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3439e-05 - mae: 0.0070 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3425e-05 - mae: 0.0070 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3410e-05 - mae: 0.0070 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3395e-05 - mae: 0.0070 708/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3381e-05 - mae: 0.0070 714/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3363e-05 - mae: 0.0070 719/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3348e-05 - mae: 0.0070 724/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3333e-05 - mae: 0.0070 729/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3319e-05 - mae: 0.0070 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3304e-05 - mae: 0.0070 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3291e-05 - mae: 0.0070 745/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3277e-05 - mae: 0.0070 750/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3263e-05 - mae: 0.0070 755/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3249e-05 - mae: 0.0070 760/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3236e-05 - mae: 0.0070 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3220e-05 - mae: 0.0070 771/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3207e-05 - mae: 0.0070 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3193e-05 - mae: 0.0070 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3179e-05 - mae: 0.0070 787/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3163e-05 - mae: 0.0070 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3150e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3136e-05 - mae: 0.0070 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3123e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3110e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3097e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3085e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3071e-05 - mae: 0.0070 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3055e-05 - mae: 0.0070 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3041e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3024e-05 - mae: 0.0070 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3008e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2994e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2980e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2967e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2954e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2943e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2932e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2921e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.2909e-05 - mae: 0.0070 - val_loss: 3.1602e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 64/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 43s 49ms/step - loss: 1.0060e-04 - mae: 0.0088  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5552e-05 - mae: 0.0068   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1943e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1412e-05 - mae: 0.0066  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1084e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1345e-05 - mae: 0.0067  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1849e-05 - mae: 0.0067  37/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2227e-05 - mae: 0.0068  42/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2388e-05 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2308e-05 - mae: 0.0068  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2468e-05 - mae: 0.0069  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2619e-05 - mae: 0.0069  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2569e-05 - mae: 0.0069  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2848e-05 - mae: 0.0069  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3136e-05 - mae: 0.0069  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3393e-05 - mae: 0.0069  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3542e-05 - mae: 0.0069  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3608e-05 - mae: 0.0069  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3663e-05 - mae: 0.0069  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3689e-05 - mae: 0.0069 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3677e-05 - mae: 0.0069 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3661e-05 - mae: 0.0069 114/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3683e-05 - mae: 0.0070 119/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3753e-05 - mae: 0.0070 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3816e-05 - mae: 0.0070 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3922e-05 - mae: 0.0070 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4020e-05 - mae: 0.0070 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4131e-05 - mae: 0.0070 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4223e-05 - mae: 0.0070 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4327e-05 - mae: 0.0070 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4434e-05 - mae: 0.0070 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4525e-05 - mae: 0.0070 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4663e-05 - mae: 0.0070 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4791e-05 - mae: 0.0070 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4930e-05 - mae: 0.0070 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5072e-05 - mae: 0.0070 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5197e-05 - mae: 0.0070 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5336e-05 - mae: 0.0070 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5452e-05 - mae: 0.0070 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5554e-05 - mae: 0.0070 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5651e-05 - mae: 0.0070 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5752e-05 - mae: 0.0070 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5835e-05 - mae: 0.0070 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5909e-05 - mae: 0.0070 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5992e-05 - mae: 0.0070 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6057e-05 - mae: 0.0070 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6110e-05 - mae: 0.0070 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6156e-05 - mae: 0.0070 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6206e-05 - mae: 0.0070 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6259e-05 - mae: 0.0070 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6318e-05 - mae: 0.0071 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6360e-05 - mae: 0.0071 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6400e-05 - mae: 0.0071 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6429e-05 - mae: 0.0071 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6456e-05 - mae: 0.0071 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6483e-05 - mae: 0.0071 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6514e-05 - mae: 0.0071 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6549e-05 - mae: 0.0071 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6615e-05 - mae: 0.0071 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6698e-05 - mae: 0.0071 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6761e-05 - mae: 0.0071 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6816e-05 - mae: 0.0071 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6867e-05 - mae: 0.0071 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6912e-05 - mae: 0.0071 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6952e-05 - mae: 0.0071 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7004e-05 - mae: 0.0071 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7059e-05 - mae: 0.0071 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7110e-05 - mae: 0.0071 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7162e-05 - mae: 0.0071 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7223e-05 - mae: 0.0071 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7271e-05 - mae: 0.0071 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7315e-05 - mae: 0.0071 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7355e-05 - mae: 0.0071 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7392e-05 - mae: 0.0071 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7432e-05 - mae: 0.0071 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7471e-05 - mae: 0.0071 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7510e-05 - mae: 0.0071 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.9843e-05 - mae: 0.0071 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9851e-05 - mae: 0.0071 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9858e-05 - mae: 0.0071 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9865e-05 - mae: 0.0071 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9871e-05 - mae: 0.0071 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9876e-05 - mae: 0.0071 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9884e-05 - mae: 0.0071 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9890e-05 - mae: 0.0071 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9895e-05 - mae: 0.0071 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9900e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9905e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9906e-05 - mae: 0.0071 - val_loss: 3.1524e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 65/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 5.1259e-05 - mae: 0.0069  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.7274e-05 - mae: 0.0068   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8576e-05 - mae: 0.0068  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8155e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7777e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7167e-05 - mae: 0.0067  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6909e-05 - mae: 0.0067  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.6744e-05 - mae: 0.0067  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7051e-05 - mae: 0.0067  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.8216e-05 - mae: 0.0067  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.8935e-05 - mae: 0.0067  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9352e-05 - mae: 0.0067  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9735e-05 - mae: 0.0067  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0013e-05 - mae: 0.0067  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0209e-05 - mae: 0.0067  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0465e-05 - mae: 0.0067  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0623e-05 - mae: 0.0067  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0924e-05 - mae: 0.0067  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1140e-05 - mae: 0.0067  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1305e-05 - mae: 0.0067 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1438e-05 - mae: 0.0067 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1565e-05 - mae: 0.0067 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1705e-05 - mae: 0.0067 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1822e-05 - mae: 0.0067 122/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1921e-05 - mae: 0.0067 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2001e-05 - mae: 0.0067 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2070e-05 - mae: 0.0067 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2159e-05 - mae: 0.0068 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2236e-05 - mae: 0.0068 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2283e-05 - mae: 0.0068 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2315e-05 - mae: 0.0068 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2331e-05 - mae: 0.0068 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2362e-05 - mae: 0.0068 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2403e-05 - mae: 0.0068 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2462e-05 - mae: 0.0068 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2545e-05 - mae: 0.0068 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2668e-05 - mae: 0.0068 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2918e-05 - mae: 0.0068 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3194e-05 - mae: 0.0068 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3400e-05 - mae: 0.0068 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3623e-05 - mae: 0.0068 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3824e-05 - mae: 0.0068 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4003e-05 - mae: 0.0068 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4143e-05 - mae: 0.0068 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4271e-05 - mae: 0.0068 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4386e-05 - mae: 0.0068 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4485e-05 - mae: 0.0068 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4592e-05 - mae: 0.0068 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4701e-05 - mae: 0.0068 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4799e-05 - mae: 0.0068 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4869e-05 - mae: 0.0068 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4948e-05 - mae: 0.0068 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5005e-05 - mae: 0.0068 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5057e-05 - mae: 0.0068 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5107e-05 - mae: 0.0068 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5158e-05 - mae: 0.0068 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5195e-05 - mae: 0.0068 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5239e-05 - mae: 0.0068 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5292e-05 - mae: 0.0068 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5345e-05 - mae: 0.0069 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5396e-05 - mae: 0.0069 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5451e-05 - mae: 0.0069 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5509e-05 - mae: 0.0069 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5564e-05 - mae: 0.0069 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5612e-05 - mae: 0.0069 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5665e-05 - mae: 0.0069 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5712e-05 - mae: 0.0069 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5757e-05 - mae: 0.0069 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5824e-05 - mae: 0.0069 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5874e-05 - mae: 0.0069 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.8956e-05 - mae: 0.0069 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8967e-05 - mae: 0.0069 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8979e-05 - mae: 0.0069 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8988e-05 - mae: 0.0069 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8997e-05 - mae: 0.0069 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9006e-05 - mae: 0.0069 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9014e-05 - mae: 0.0069 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9022e-05 - mae: 0.0069 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9031e-05 - mae: 0.0069 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9037e-05 - mae: 0.0069 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9043e-05 - mae: 0.0069 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9050e-05 - mae: 0.0069 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9056e-05 - mae: 0.0069 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9062e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9067e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9072e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9076e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9081e-05 - mae: 0.0069 - val_loss: 3.1475e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 66/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 2.5323e-05 - mae: 0.0041  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7400e-05 - mae: 0.0061   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2455e-05 - mae: 0.0065  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6534e-05 - mae: 0.0068  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7396e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8102e-05 - mae: 0.0069  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8774e-05 - mae: 0.0070  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9155e-05 - mae: 0.0070  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9244e-05 - mae: 0.0070  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9368e-05 - mae: 0.0070  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9450e-05 - mae: 0.0070  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9636e-05 - mae: 0.0070  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9848e-05 - mae: 0.0070  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0129e-05 - mae: 0.0070  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0338e-05 - mae: 0.0070  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0510e-05 - mae: 0.0070  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0673e-05 - mae: 0.0070  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0832e-05 - mae: 0.0070  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0965e-05 - mae: 0.0070 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1027e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1053e-05 - mae: 0.0070 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1086e-05 - mae: 0.0070 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1116e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1122e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1322e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1783e-05 - mae: 0.0070 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2204e-05 - mae: 0.0070 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2583e-05 - mae: 0.0070 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2995e-05 - mae: 0.0070 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3304e-05 - mae: 0.0070 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3571e-05 - mae: 0.0070 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3811e-05 - mae: 0.0070 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4033e-05 - mae: 0.0070 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4257e-05 - mae: 0.0070 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4516e-05 - mae: 0.0070 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4710e-05 - mae: 0.0070 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4907e-05 - mae: 0.0070 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5086e-05 - mae: 0.0070 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5251e-05 - mae: 0.0070 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5405e-05 - mae: 0.0070 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5535e-05 - mae: 0.0070 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5652e-05 - mae: 0.0070 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5794e-05 - mae: 0.0070 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5952e-05 - mae: 0.0070 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6098e-05 - mae: 0.0070 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6249e-05 - mae: 0.0070 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6396e-05 - mae: 0.0070 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6528e-05 - mae: 0.0070 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6664e-05 - mae: 0.0070 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6844e-05 - mae: 0.0070 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7015e-05 - mae: 0.0070 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7180e-05 - mae: 0.0070 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7330e-05 - mae: 0.0070 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7469e-05 - mae: 0.0070 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7603e-05 - mae: 0.0070 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7727e-05 - mae: 0.0070 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7840e-05 - mae: 0.0070 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7942e-05 - mae: 0.0070 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8036e-05 - mae: 0.0070 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8123e-05 - mae: 0.0070 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8205e-05 - mae: 0.0070 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8283e-05 - mae: 0.0070 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8360e-05 - mae: 0.0070 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8431e-05 - mae: 0.0070 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.2110e-05 - mae: 0.0071 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2118e-05 - mae: 0.0071 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2125e-05 - mae: 0.0071 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2131e-05 - mae: 0.0071 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2137e-05 - mae: 0.0071 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2142e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2148e-05 - mae: 0.0071 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2153e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2158e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2162e-05 - mae: 0.0071 - val_loss: 3.1493e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 67/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 1.2703e-04 - mae: 0.0110  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 9.9658e-05 - mae: 0.0089   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 9.2289e-05 - mae: 0.0086  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.5300e-05 - mae: 0.0082  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.1119e-05 - mae: 0.0080  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.9257e-05 - mae: 0.0079  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.7879e-05 - mae: 0.0078  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.7091e-05 - mae: 0.0078  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6241e-05 - mae: 0.0077  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5408e-05 - mae: 0.0076  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4665e-05 - mae: 0.0076  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3870e-05 - mae: 0.0075  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3085e-05 - mae: 0.0075  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2476e-05 - mae: 0.0074  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1761e-05 - mae: 0.0074  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1259e-05 - mae: 0.0074  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0808e-05 - mae: 0.0073  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1105e-05 - mae: 0.0073  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1574e-05 - mae: 0.0073 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1937e-05 - mae: 0.0073 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2287e-05 - mae: 0.0073 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2524e-05 - mae: 0.0073 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2876e-05 - mae: 0.0073 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3173e-05 - mae: 0.0073 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3443e-05 - mae: 0.0073 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3663e-05 - mae: 0.0073 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3869e-05 - mae: 0.0073 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4048e-05 - mae: 0.0073 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4188e-05 - mae: 0.0073 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4337e-05 - mae: 0.0073 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4448e-05 - mae: 0.0073 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4530e-05 - mae: 0.0073 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4600e-05 - mae: 0.0073 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4642e-05 - mae: 0.0073 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4664e-05 - mae: 0.0073 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4674e-05 - mae: 0.0073 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4678e-05 - mae: 0.0073 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4696e-05 - mae: 0.0073 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4740e-05 - mae: 0.0073 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4784e-05 - mae: 0.0073 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4816e-05 - mae: 0.0073 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4839e-05 - mae: 0.0073 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4857e-05 - mae: 0.0073 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4878e-05 - mae: 0.0073 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4889e-05 - mae: 0.0073 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4892e-05 - mae: 0.0073 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4887e-05 - mae: 0.0073 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4881e-05 - mae: 0.0073 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4879e-05 - mae: 0.0072 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4869e-05 - mae: 0.0072 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4855e-05 - mae: 0.0072 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4836e-05 - mae: 0.0072 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4814e-05 - mae: 0.0072 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4793e-05 - mae: 0.0072 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4771e-05 - mae: 0.0072 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4743e-05 - mae: 0.0072 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4708e-05 - mae: 0.0072 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4669e-05 - mae: 0.0072 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.1171e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1171e-05 - mae: 0.0071 - val_loss: 3.1463e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 68/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 30s 35ms/step - loss: 4.6063e-05 - mae: 0.0065  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2936e-05 - mae: 0.0063   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9303e-05 - mae: 0.0067  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1248e-05 - mae: 0.0069  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2035e-05 - mae: 0.0069  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3811e-05 - mae: 0.0070  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.5262e-05 - mae: 0.0071  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6968e-05 - mae: 0.0072  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.8071e-05 - mae: 0.0072  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.8660e-05 - mae: 0.0072  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9113e-05 - mae: 0.0072  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9396e-05 - mae: 0.0072  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9507e-05 - mae: 0.0072  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9465e-05 - mae: 0.0072  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9431e-05 - mae: 0.0072  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9523e-05 - mae: 0.0072  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9724e-05 - mae: 0.0072  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9849e-05 - mae: 0.0072  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9978e-05 - mae: 0.0072  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0104e-05 - mae: 0.0072 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0188e-05 - mae: 0.0072 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0308e-05 - mae: 0.0072 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0411e-05 - mae: 0.0072 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0442e-05 - mae: 0.0072 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0435e-05 - mae: 0.0072 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0403e-05 - mae: 0.0072 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0385e-05 - mae: 0.0072 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0365e-05 - mae: 0.0072 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0331e-05 - mae: 0.0072 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0302e-05 - mae: 0.0072 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0278e-05 - mae: 0.0072 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0240e-05 - mae: 0.0072 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0194e-05 - mae: 0.0072 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0318e-05 - mae: 0.0072 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0419e-05 - mae: 0.0073 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0483e-05 - mae: 0.0073 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0534e-05 - mae: 0.0073 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0594e-05 - mae: 0.0073 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0646e-05 - mae: 0.0073 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0677e-05 - mae: 0.0073 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0721e-05 - mae: 0.0073 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0772e-05 - mae: 0.0073 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0824e-05 - mae: 0.0073 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0863e-05 - mae: 0.0073 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0895e-05 - mae: 0.0073 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1193e-05 - mae: 0.0073 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1415e-05 - mae: 0.0073 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1613e-05 - mae: 0.0073 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1795e-05 - mae: 0.0073 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1990e-05 - mae: 0.0073 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2148e-05 - mae: 0.0073 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2297e-05 - mae: 0.0073 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.4555e-05 - mae: 0.0072 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4534e-05 - mae: 0.0072 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4513e-05 - mae: 0.0072 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4491e-05 - mae: 0.0072 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.4487e-05 - mae: 0.0072 - val_loss: 3.1511e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 69/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 2.3952e-04 - mae: 0.0095  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.2326e-04 - mae: 0.0073   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 9.9840e-05 - mae: 0.0070  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 9.1554e-05 - mae: 0.0070  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.6821e-05 - mae: 0.0070  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.3761e-05 - mae: 0.0070  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.1138e-05 - mae: 0.0070  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.9439e-05 - mae: 0.0070  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.7990e-05 - mae: 0.0070  46/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.6577e-05 - mae: 0.0069  51/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.5491e-05 - mae: 0.0069  56/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4556e-05 - mae: 0.0069  61/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.3654e-05 - mae: 0.0069  66/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.2782e-05 - mae: 0.0069  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1922e-05 - mae: 0.0069  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1187e-05 - mae: 0.0069  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0849e-05 - mae: 0.0069  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1589e-05 - mae: 0.0069  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.2155e-05 - mae: 0.0069  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.2648e-05 - mae: 0.0069 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.3047e-05 - mae: 0.0069 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.3343e-05 - mae: 0.0069 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.3564e-05 - mae: 0.0069 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.3729e-05 - mae: 0.0069 121/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.3875e-05 - mae: 0.0069 126/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.3997e-05 - mae: 0.0069 131/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.4098e-05 - mae: 0.0069 136/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.4206e-05 - mae: 0.0069 141/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.4310e-05 - mae: 0.0069 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.4416e-05 - mae: 0.0069 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.4516e-05 - mae: 0.0069 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.4636e-05 - mae: 0.0069 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.4740e-05 - mae: 0.0069 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.4806e-05 - mae: 0.0069 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.4850e-05 - mae: 0.0069 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.4867e-05 - mae: 0.0069 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.4914e-05 - mae: 0.0069 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5107e-05 - mae: 0.0069 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5271e-05 - mae: 0.0069 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5410e-05 - mae: 0.0069 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5527e-05 - mae: 0.0069 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5636e-05 - mae: 0.0069 211/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5722e-05 - mae: 0.0069 216/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.5945e-05 - mae: 0.0069 221/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6180e-05 - mae: 0.0069 226/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6393e-05 - mae: 0.0069 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.6594e-05 - mae: 0.0069 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.6774e-05 - mae: 0.0069 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.6952e-05 - mae: 0.0069 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - 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loss: 7.5696e-05 - mae: 0.0070 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5658e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5626e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5595e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5562e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5530e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5498e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5467e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5435e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5407e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5380e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5353e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5326e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5299e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5267e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.5252e-05 - mae: 0.0070 - val_loss: 3.1525e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 70/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 42ms/step - loss: 3.9642e-05 - mae: 0.0052  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.0014e-04 - mae: 0.0084   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.0899e-04 - mae: 0.0087  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.0617e-04 - mae: 0.0086  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.0160e-04 - mae: 0.0083  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 9.7296e-05 - mae: 0.0082  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.3865e-05 - mae: 0.0080  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0878e-05 - mae: 0.0079  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8605e-05 - mae: 0.0078  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6892e-05 - mae: 0.0078  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5473e-05 - mae: 0.0077  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4189e-05 - mae: 0.0077  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2977e-05 - mae: 0.0076  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1896e-05 - mae: 0.0076  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1040e-05 - mae: 0.0075  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0304e-05 - mae: 0.0075  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9592e-05 - mae: 0.0075  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8939e-05 - mae: 0.0075  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8396e-05 - mae: 0.0074  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7946e-05 - mae: 0.0074 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7593e-05 - mae: 0.0074 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7241e-05 - mae: 0.0074 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6941e-05 - mae: 0.0074 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6726e-05 - mae: 0.0074 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6551e-05 - mae: 0.0074 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6384e-05 - mae: 0.0074 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6216e-05 - mae: 0.0073 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6044e-05 - mae: 0.0073 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5843e-05 - mae: 0.0073 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5629e-05 - mae: 0.0073 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5455e-05 - mae: 0.0073 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5253e-05 - mae: 0.0073 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5090e-05 - mae: 0.0073 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4959e-05 - mae: 0.0073 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4835e-05 - mae: 0.0073 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4724e-05 - mae: 0.0073 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4612e-05 - mae: 0.0073 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4494e-05 - mae: 0.0073 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.3896e-05 - mae: 0.0071 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3889e-05 - mae: 0.0071 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3881e-05 - mae: 0.0071 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3873e-05 - mae: 0.0071 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3866e-05 - mae: 0.0071 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3859e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3852e-05 - mae: 0.0071 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3844e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3836e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.3830e-05 - mae: 0.0071 - val_loss: 3.1489e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 71/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 3.3932e-05 - mae: 0.0051  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 4.5831e-05 - mae: 0.0058   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7916e-05 - mae: 0.0060  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0470e-05 - mae: 0.0062  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2203e-05 - mae: 0.0063  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3270e-05 - mae: 0.0063  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5236e-05 - mae: 0.0064  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6482e-05 - mae: 0.0064  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7168e-05 - mae: 0.0065  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7727e-05 - mae: 0.0065  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8128e-05 - mae: 0.0065  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8446e-05 - mae: 0.0065  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8693e-05 - mae: 0.0065  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8926e-05 - mae: 0.0066  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9112e-05 - mae: 0.0066  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9194e-05 - mae: 0.0066  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9243e-05 - mae: 0.0066  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9248e-05 - mae: 0.0066  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9227e-05 - mae: 0.0066  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9197e-05 - mae: 0.0066 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9171e-05 - mae: 0.0066 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9150e-05 - mae: 0.0066 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9146e-05 - mae: 0.0066 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9195e-05 - mae: 0.0066 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9265e-05 - mae: 0.0066 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9344e-05 - mae: 0.0066 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9412e-05 - mae: 0.0066 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9470e-05 - mae: 0.0066 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9512e-05 - mae: 0.0066 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9541e-05 - mae: 0.0066 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.8487e-05 - mae: 0.0069 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8497e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8505e-05 - mae: 0.0069 - val_loss: 3.1459e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 72/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 3.4348e-05 - mae: 0.0057  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 4.4378e-05 - mae: 0.0062   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0618e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3225e-05 - mae: 0.0068  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4486e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5699e-05 - mae: 0.0069  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6654e-05 - mae: 0.0070  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7416e-05 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7956e-05 - mae: 0.0070  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9046e-05 - mae: 0.0071  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0308e-05 - mae: 0.0071  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1075e-05 - mae: 0.0071  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1654e-05 - mae: 0.0071  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2204e-05 - mae: 0.0071  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2686e-05 - mae: 0.0071  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3061e-05 - mae: 0.0072  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3392e-05 - mae: 0.0072  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3648e-05 - mae: 0.0072  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3831e-05 - mae: 0.0072  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3987e-05 - mae: 0.0072 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4154e-05 - mae: 0.0072 110/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4234e-05 - mae: 0.0072 115/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4268e-05 - mae: 0.0072 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7540e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7568e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7596e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7623e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7649e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7675e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7700e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7723e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.7746e-05 - mae: 0.0070 - val_loss: 3.1475e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 73/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 3.6132e-05 - mae: 0.0058  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.1305e-05 - mae: 0.0066   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1016e-05 - mae: 0.0065  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1045e-05 - mae: 0.0064  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1161e-05 - mae: 0.0065  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1522e-05 - mae: 0.0065  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1400e-05 - mae: 0.0066  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0949e-05 - mae: 0.0066  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1766e-05 - mae: 0.0066  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2248e-05 - mae: 0.0066  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4075e-05 - mae: 0.0066  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7443e-05 - mae: 0.0066  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0242e-05 - mae: 0.0067  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2293e-05 - mae: 0.0067  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3826e-05 - mae: 0.0067  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5020e-05 - mae: 0.0067  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6074e-05 - mae: 0.0067  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6894e-05 - mae: 0.0067  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7546e-05 - mae: 0.0068  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8042e-05 - mae: 0.0068 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8431e-05 - mae: 0.0068 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8819e-05 - mae: 0.0068 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9101e-05 - mae: 0.0068 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9245e-05 - mae: 0.0068 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9333e-05 - mae: 0.0068 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9356e-05 - mae: 0.0068 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9601e-05 - mae: 0.0068 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9837e-05 - mae: 0.0068 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0000e-05 - mae: 0.0068 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0140e-05 - mae: 0.0068 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0246e-05 - mae: 0.0068 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0337e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0398e-05 - mae: 0.0068 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0453e-05 - mae: 0.0068 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0495e-05 - mae: 0.0068 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0521e-05 - mae: 0.0068 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0544e-05 - mae: 0.0068 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0561e-05 - mae: 0.0068 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0554e-05 - mae: 0.0068 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0520e-05 - mae: 0.0068 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0481e-05 - mae: 0.0068 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0453e-05 - mae: 0.0068 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0414e-05 - mae: 0.0068 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0375e-05 - mae: 0.0068 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0329e-05 - mae: 0.0068 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.3413e-05 - mae: 0.0069 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3389e-05 - mae: 0.0069 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3367e-05 - mae: 0.0069 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3341e-05 - mae: 0.0069 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3319e-05 - mae: 0.0069 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3295e-05 - mae: 0.0069 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3277e-05 - mae: 0.0069 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3258e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3239e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3221e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3198e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3179e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.3160e-05 - mae: 0.0069 - val_loss: 3.1469e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 74/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 36ms/step - loss: 6.7792e-05 - mae: 0.0063  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9204e-05 - mae: 0.0065   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.4262e-05 - mae: 0.0064  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3609e-05 - mae: 0.0065  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.4006e-05 - mae: 0.0067  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3984e-05 - mae: 0.0067  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3459e-05 - mae: 0.0067  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2940e-05 - mae: 0.0067  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2419e-05 - mae: 0.0068  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2006e-05 - mae: 0.0068  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1599e-05 - mae: 0.0068  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1322e-05 - mae: 0.0068  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0916e-05 - mae: 0.0068  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0612e-05 - mae: 0.0068  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0327e-05 - mae: 0.0068  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0102e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9825e-05 - mae: 0.0068  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9579e-05 - mae: 0.0068  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9353e-05 - mae: 0.0067  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9166e-05 - mae: 0.0067 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8981e-05 - mae: 0.0067 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8904e-05 - mae: 0.0067 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8848e-05 - mae: 0.0067 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8809e-05 - mae: 0.0067 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8822e-05 - mae: 0.0067 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8876e-05 - mae: 0.0067 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8920e-05 - mae: 0.0067 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8989e-05 - mae: 0.0067 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9073e-05 - mae: 0.0067 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9144e-05 - mae: 0.0067 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9215e-05 - mae: 0.0067 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9288e-05 - mae: 0.0067 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9378e-05 - mae: 0.0067 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9472e-05 - mae: 0.0067 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9556e-05 - mae: 0.0067 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9639e-05 - mae: 0.0068 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9744e-05 - mae: 0.0068 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9821e-05 - mae: 0.0068 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9891e-05 - mae: 0.0068 201/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9957e-05 - mae: 0.0068 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0015e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.8145e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8166e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8172e-05 - mae: 0.0070 - val_loss: 3.1458e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 75/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 6.3300e-05 - mae: 0.0072  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1546e-05 - mae: 0.0072   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8845e-05 - mae: 0.0069  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7714e-05 - mae: 0.0067  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8615e-05 - mae: 0.0067  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9832e-05 - mae: 0.0066  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0006e-05 - mae: 0.0066  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0100e-05 - mae: 0.0065  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1115e-05 - mae: 0.0065  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2758e-05 - mae: 0.0065  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3940e-05 - mae: 0.0066  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4673e-05 - mae: 0.0066  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5100e-05 - mae: 0.0066  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5326e-05 - mae: 0.0066  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5443e-05 - mae: 0.0066  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5521e-05 - mae: 0.0066  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5530e-05 - mae: 0.0066  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5485e-05 - mae: 0.0066  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5402e-05 - mae: 0.0066  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5327e-05 - mae: 0.0066 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5219e-05 - mae: 0.0066 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5087e-05 - mae: 0.0066 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4980e-05 - mae: 0.0066 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 6.7807e-05 - mae: 0.0068 769/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7830e-05 - mae: 0.0068 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7853e-05 - mae: 0.0068 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7877e-05 - mae: 0.0068 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7896e-05 - mae: 0.0068 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7914e-05 - mae: 0.0069 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7931e-05 - mae: 0.0069 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7947e-05 - mae: 0.0069 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7963e-05 - mae: 0.0069 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7979e-05 - mae: 0.0069 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7994e-05 - mae: 0.0069 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8011e-05 - mae: 0.0069 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8027e-05 - mae: 0.0069 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8040e-05 - mae: 0.0069 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8055e-05 - mae: 0.0069 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8067e-05 - mae: 0.0069 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8080e-05 - mae: 0.0069 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8091e-05 - mae: 0.0069 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8100e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8111e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8122e-05 - mae: 0.0069 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8133e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8143e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8153e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8156e-05 - mae: 0.0069 - val_loss: 3.1459e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 76/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 3.8404e-05 - mae: 0.0058  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.0526e-05 - mae: 0.0059   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.7545e-05 - mae: 0.0062  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.8762e-05 - mae: 0.0061  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.9677e-05 - mae: 0.0062  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.0192e-05 - mae: 0.0062  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.2737e-05 - mae: 0.0062  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.4583e-05 - mae: 0.0063  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6218e-05 - mae: 0.0063  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7415e-05 - mae: 0.0064  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8230e-05 - mae: 0.0064  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8767e-05 - mae: 0.0065  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9268e-05 - mae: 0.0065  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9564e-05 - mae: 0.0065  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0178e-05 - mae: 0.0065  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0915e-05 - mae: 0.0065  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1432e-05 - mae: 0.0065  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2005e-05 - mae: 0.0066  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2429e-05 - mae: 0.0066 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2793e-05 - mae: 0.0066 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3213e-05 - mae: 0.0066 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3645e-05 - mae: 0.0066 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3934e-05 - mae: 0.0067 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4152e-05 - mae: 0.0067 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4348e-05 - mae: 0.0067 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4548e-05 - mae: 0.0067 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4697e-05 - mae: 0.0067 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4831e-05 - mae: 0.0067 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4977e-05 - mae: 0.0067 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5084e-05 - mae: 0.0067 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5163e-05 - mae: 0.0067 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5207e-05 - mae: 0.0068 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5248e-05 - mae: 0.0068 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5298e-05 - mae: 0.0068 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5362e-05 - mae: 0.0068 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5430e-05 - mae: 0.0068 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5503e-05 - mae: 0.0068 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5564e-05 - mae: 0.0068 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5614e-05 - mae: 0.0068 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5641e-05 - mae: 0.0068 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5664e-05 - mae: 0.0068 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5681e-05 - mae: 0.0068 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5689e-05 - mae: 0.0068 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5700e-05 - mae: 0.0068 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5705e-05 - mae: 0.0068 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5707e-05 - mae: 0.0068 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5705e-05 - mae: 0.0068 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5702e-05 - mae: 0.0068 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5705e-05 - mae: 0.0068 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5710e-05 - mae: 0.0068 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5717e-05 - mae: 0.0068 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5720e-05 - mae: 0.0068 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5717e-05 - mae: 0.0068 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5713e-05 - mae: 0.0068 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5708e-05 - mae: 0.0068 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5698e-05 - mae: 0.0068 301/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5687e-05 - mae: 0.0068 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5675e-05 - mae: 0.0068 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5663e-05 - mae: 0.0068 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5653e-05 - mae: 0.0068 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5642e-05 - mae: 0.0068 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5625e-05 - mae: 0.0068 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5605e-05 - mae: 0.0068 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5588e-05 - mae: 0.0068 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5576e-05 - mae: 0.0068 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5561e-05 - mae: 0.0068 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5542e-05 - mae: 0.0068 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5525e-05 - mae: 0.0069 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5510e-05 - mae: 0.0069 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5497e-05 - mae: 0.0069 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5489e-05 - mae: 0.0069 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5482e-05 - mae: 0.0069 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5484e-05 - mae: 0.0069 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5484e-05 - mae: 0.0069 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5483e-05 - mae: 0.0069 400/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5542e-05 - mae: 0.0069 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5626e-05 - mae: 0.0069 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5694e-05 - mae: 0.0069 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5761e-05 - mae: 0.0069 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5842e-05 - mae: 0.0069 428/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5920e-05 - mae: 0.0069 433/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5984e-05 - mae: 0.0069 438/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6049e-05 - mae: 0.0069 444/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6124e-05 - mae: 0.0069 449/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6184e-05 - mae: 0.0069 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.8135e-05 - mae: 0.0069 615/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8180e-05 - mae: 0.0069 620/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8217e-05 - mae: 0.0069 624/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8244e-05 - mae: 0.0069 629/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8276e-05 - mae: 0.0069 635/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8311e-05 - mae: 0.0069 641/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8345e-05 - mae: 0.0069 646/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8374e-05 - mae: 0.0069 651/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8401e-05 - mae: 0.0069 656/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8426e-05 - mae: 0.0069 661/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8450e-05 - mae: 0.0069 666/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8474e-05 - mae: 0.0069 671/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8498e-05 - mae: 0.0069 676/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8523e-05 - mae: 0.0069 681/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8546e-05 - mae: 0.0069 686/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.8568e-05 - mae: 0.0069 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8589e-05 - mae: 0.0069 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8610e-05 - mae: 0.0069 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8630e-05 - mae: 0.0069 706/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8650e-05 - mae: 0.0069 711/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8670e-05 - mae: 0.0069 716/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8688e-05 - mae: 0.0069 721/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8705e-05 - mae: 0.0069 726/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8720e-05 - mae: 0.0069 731/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8735e-05 - mae: 0.0069 736/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8749e-05 - mae: 0.0069 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8762e-05 - mae: 0.0069 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8775e-05 - mae: 0.0069 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8786e-05 - mae: 0.0069 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8798e-05 - mae: 0.0069 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8810e-05 - mae: 0.0069 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8821e-05 - mae: 0.0069 771/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8831e-05 - mae: 0.0069 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8840e-05 - mae: 0.0069 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8848e-05 - mae: 0.0069 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8855e-05 - mae: 0.0069 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8861e-05 - mae: 0.0069 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8867e-05 - mae: 0.0069 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8872e-05 - mae: 0.0069 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8877e-05 - mae: 0.0069 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8882e-05 - mae: 0.0069 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8887e-05 - mae: 0.0069 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8891e-05 - mae: 0.0069 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8895e-05 - mae: 0.0069 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8898e-05 - mae: 0.0069 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8902e-05 - mae: 0.0069 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8905e-05 - mae: 0.0069 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8909e-05 - mae: 0.0069 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8915e-05 - mae: 0.0069 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8920e-05 - mae: 0.0069 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8925e-05 - mae: 0.0069 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8930e-05 - mae: 0.0069 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8935e-05 - mae: 0.0069 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8939e-05 - mae: 0.0069 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8943e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8946e-05 - mae: 0.0069 - val_loss: 3.1486e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 77/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 30s 35ms/step - loss: 6.5608e-05 - mae: 0.0078  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8647e-05 - mae: 0.0068   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.3539e-05 - mae: 0.0064  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2865e-05 - mae: 0.0063  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2906e-05 - mae: 0.0063  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2882e-05 - mae: 0.0063  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.3516e-05 - mae: 0.0063  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.4218e-05 - mae: 0.0064  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4807e-05 - mae: 0.0064  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5239e-05 - mae: 0.0065  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5593e-05 - mae: 0.0065  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5949e-05 - mae: 0.0065  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.6215e-05 - mae: 0.0065  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6490e-05 - mae: 0.0066  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6959e-05 - mae: 0.0066  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7259e-05 - mae: 0.0066  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7495e-05 - mae: 0.0066  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7654e-05 - mae: 0.0066  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7773e-05 - mae: 0.0066  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7865e-05 - mae: 0.0066 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8002e-05 - mae: 0.0066 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8110e-05 - mae: 0.0066 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8193e-05 - mae: 0.0066 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8272e-05 - mae: 0.0066 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8335e-05 - mae: 0.0066 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8400e-05 - mae: 0.0066 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8457e-05 - mae: 0.0066 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8523e-05 - mae: 0.0067 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8588e-05 - mae: 0.0067 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8637e-05 - mae: 0.0067 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8670e-05 - mae: 0.0067 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8682e-05 - mae: 0.0067 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8694e-05 - mae: 0.0067 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8715e-05 - mae: 0.0067 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8726e-05 - mae: 0.0067 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8728e-05 - mae: 0.0067 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8729e-05 - mae: 0.0067 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8729e-05 - mae: 0.0067 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8727e-05 - mae: 0.0067 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8727e-05 - mae: 0.0067 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8738e-05 - mae: 0.0067 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8770e-05 - mae: 0.0067 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8796e-05 - mae: 0.0067 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8822e-05 - mae: 0.0067 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8853e-05 - mae: 0.0067 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8890e-05 - mae: 0.0067 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8923e-05 - mae: 0.0067 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8977e-05 - mae: 0.0067 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9039e-05 - mae: 0.0067 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9109e-05 - mae: 0.0067 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9179e-05 - mae: 0.0067 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9241e-05 - mae: 0.0067 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9302e-05 - mae: 0.0067 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9357e-05 - mae: 0.0067 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9405e-05 - mae: 0.0067 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9450e-05 - mae: 0.0067 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9491e-05 - mae: 0.0067 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9564e-05 - mae: 0.0067 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9636e-05 - mae: 0.0067 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9706e-05 - mae: 0.0067 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9778e-05 - mae: 0.0067 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9846e-05 - mae: 0.0067 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9915e-05 - mae: 0.0067 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9979e-05 - mae: 0.0067 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0053e-05 - mae: 0.0067 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0112e-05 - mae: 0.0067 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0168e-05 - mae: 0.0067 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0223e-05 - mae: 0.0067 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0273e-05 - mae: 0.0067 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0319e-05 - mae: 0.0067 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0360e-05 - mae: 0.0067 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0406e-05 - mae: 0.0067 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0442e-05 - mae: 0.0067 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0474e-05 - mae: 0.0067 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0504e-05 - mae: 0.0067 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0537e-05 - mae: 0.0067 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0571e-05 - mae: 0.0067 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0605e-05 - mae: 0.0067 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0643e-05 - mae: 0.0067 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0671e-05 - mae: 0.0067 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0696e-05 - mae: 0.0067 414/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0725e-05 - mae: 0.0067 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0751e-05 - mae: 0.0067 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0774e-05 - mae: 0.0067 429/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0794e-05 - mae: 0.0067 434/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0818e-05 - mae: 0.0067 439/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0842e-05 - mae: 0.0067 444/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0867e-05 - mae: 0.0067 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0898e-05 - mae: 0.0067 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0924e-05 - mae: 0.0067 460/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0952e-05 - mae: 0.0067 465/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0980e-05 - mae: 0.0067 470/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1008e-05 - mae: 0.0067 475/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1036e-05 - mae: 0.0067 480/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1063e-05 - mae: 0.0067 486/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1097e-05 - mae: 0.0067 491/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1126e-05 - mae: 0.0067 496/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1154e-05 - mae: 0.0067 501/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1184e-05 - mae: 0.0067 506/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1217e-05 - mae: 0.0067 511/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1247e-05 - mae: 0.0067 516/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1285e-05 - mae: 0.0067 521/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1322e-05 - mae: 0.0067 526/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1355e-05 - mae: 0.0067 531/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1388e-05 - mae: 0.0067 536/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1421e-05 - mae: 0.0067 541/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1454e-05 - mae: 0.0068 547/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1493e-05 - mae: 0.0068 552/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1522e-05 - mae: 0.0068 557/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.1553e-05 - mae: 0.0068 562/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.2988e-05 - mae: 0.0068 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3034e-05 - mae: 0.0068 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3073e-05 - mae: 0.0068 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3111e-05 - mae: 0.0068 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3149e-05 - mae: 0.0068 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3187e-05 - mae: 0.0068 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3225e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.3240e-05 - mae: 0.0068 - val_loss: 3.1490e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 78/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 35ms/step - loss: 7.0236e-05 - mae: 0.0080  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5033e-05 - mae: 0.0066   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3928e-05 - mae: 0.0063  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2523e-05 - mae: 0.0062  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1539e-05 - mae: 0.0062  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1362e-05 - mae: 0.0062  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1611e-05 - mae: 0.0062  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2152e-05 - mae: 0.0062  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2673e-05 - mae: 0.0063  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2934e-05 - mae: 0.0063  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3300e-05 - mae: 0.0063  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3781e-05 - mae: 0.0063  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4104e-05 - mae: 0.0063  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4323e-05 - mae: 0.0064  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4475e-05 - mae: 0.0064  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4664e-05 - mae: 0.0064  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4803e-05 - mae: 0.0064  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4937e-05 - mae: 0.0064  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5091e-05 - mae: 0.0064  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5240e-05 - mae: 0.0064 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5392e-05 - mae: 0.0064 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5530e-05 - mae: 0.0064 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5701e-05 - mae: 0.0064 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5820e-05 - mae: 0.0064 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5898e-05 - mae: 0.0064 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5994e-05 - mae: 0.0064 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6089e-05 - mae: 0.0064 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6207e-05 - mae: 0.0064 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6310e-05 - mae: 0.0064 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6565e-05 - mae: 0.0064 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6845e-05 - mae: 0.0065 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7115e-05 - mae: 0.0065 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7387e-05 - mae: 0.0065 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7648e-05 - mae: 0.0065 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7876e-05 - mae: 0.0065 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8101e-05 - mae: 0.0065 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8341e-05 - mae: 0.0065 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8602e-05 - mae: 0.0065 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8868e-05 - mae: 0.0065 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9120e-05 - mae: 0.0065 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9346e-05 - mae: 0.0065 209/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9550e-05 - mae: 0.0066 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9730e-05 - mae: 0.0066 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9893e-05 - mae: 0.0066 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0055e-05 - mae: 0.0066 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0208e-05 - mae: 0.0066 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0346e-05 - mae: 0.0066 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0472e-05 - mae: 0.0066 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0588e-05 - mae: 0.0066 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0708e-05 - mae: 0.0066 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0819e-05 - mae: 0.0066 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0929e-05 - mae: 0.0066 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1036e-05 - mae: 0.0066 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1144e-05 - mae: 0.0066 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1239e-05 - mae: 0.0066 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1335e-05 - mae: 0.0066 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1424e-05 - mae: 0.0066 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1510e-05 - mae: 0.0066 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1592e-05 - mae: 0.0066 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.1673e-05 - mae: 0.0066 304/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.1750e-05 - mae: 0.0066 308/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.1809e-05 - mae: 0.0066 313/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.1881e-05 - mae: 0.0066 318/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.1949e-05 - mae: 0.0066 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2011e-05 - mae: 0.0066 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2066e-05 - mae: 0.0066 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2117e-05 - mae: 0.0066 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2161e-05 - mae: 0.0066 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2199e-05 - mae: 0.0066 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2254e-05 - mae: 0.0067 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2312e-05 - mae: 0.0067 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2366e-05 - mae: 0.0067 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2417e-05 - mae: 0.0067 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2471e-05 - mae: 0.0067 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - 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loss: 6.4457e-05 - mae: 0.0067 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.4467e-05 - mae: 0.0067 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.4479e-05 - mae: 0.0067 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.4489e-05 - mae: 0.0067 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.4499e-05 - mae: 0.0067 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.4508e-05 - mae: 0.0067 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.4517e-05 - mae: 0.0067 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.4527e-05 - mae: 0.0067 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.4535e-05 - mae: 0.0068 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.4544e-05 - mae: 0.0068 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.4554e-05 - mae: 0.0068 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.4566e-05 - mae: 0.0068 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.4595e-05 - mae: 0.0068 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.4634e-05 - mae: 0.0068 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.4675e-05 - mae: 0.0068 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.4715e-05 - mae: 0.0068 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4754e-05 - mae: 0.0068 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4785e-05 - mae: 0.0068 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.4817e-05 - mae: 0.0068 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.4850e-05 - mae: 0.0068 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4889e-05 - mae: 0.0068 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4927e-05 - mae: 0.0068 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4958e-05 - mae: 0.0068 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4989e-05 - mae: 0.0068 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5020e-05 - mae: 0.0068 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5056e-05 - mae: 0.0068 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5084e-05 - mae: 0.0068 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5114e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.5150e-05 - mae: 0.0068 - val_loss: 3.1436e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 79/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 8.6548e-05 - mae: 0.0085  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4199e-05 - mae: 0.0072   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0417e-05 - mae: 0.0070  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9424e-05 - mae: 0.0069  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7604e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6736e-05 - mae: 0.0067  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6445e-05 - mae: 0.0066  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6470e-05 - mae: 0.0066  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7131e-05 - mae: 0.0066  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7555e-05 - mae: 0.0066  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7766e-05 - mae: 0.0066  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7890e-05 - mae: 0.0066  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8056e-05 - mae: 0.0066  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8172e-05 - mae: 0.0067  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8267e-05 - mae: 0.0067  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8250e-05 - mae: 0.0067  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8355e-05 - mae: 0.0067  93/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8515e-05 - mae: 0.0067  98/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8615e-05 - mae: 0.0067 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8746e-05 - mae: 0.0067 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8858e-05 - mae: 0.0067 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8962e-05 - mae: 0.0067 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9053e-05 - mae: 0.0067 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9126e-05 - mae: 0.0067 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9184e-05 - mae: 0.0067 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9296e-05 - mae: 0.0067 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9407e-05 - mae: 0.0067 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9524e-05 - mae: 0.0067 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9630e-05 - mae: 0.0067 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9740e-05 - mae: 0.0067 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9825e-05 - mae: 0.0067 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0005e-05 - mae: 0.0067 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0238e-05 - mae: 0.0067 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0446e-05 - mae: 0.0067 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0639e-05 - mae: 0.0067 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0810e-05 - mae: 0.0067 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0955e-05 - mae: 0.0067 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1115e-05 - mae: 0.0067 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1300e-05 - mae: 0.0068 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1467e-05 - mae: 0.0068 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1627e-05 - mae: 0.0068 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1813e-05 - mae: 0.0068 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1996e-05 - mae: 0.0068 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2165e-05 - mae: 0.0068 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2328e-05 - mae: 0.0068 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2481e-05 - mae: 0.0068 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2738e-05 - mae: 0.0068 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2982e-05 - mae: 0.0068 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3222e-05 - mae: 0.0068 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3449e-05 - mae: 0.0068 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3685e-05 - mae: 0.0068 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3906e-05 - mae: 0.0068 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4109e-05 - mae: 0.0068 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4295e-05 - mae: 0.0068 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4474e-05 - mae: 0.0068 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4644e-05 - mae: 0.0068 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4804e-05 - mae: 0.0068 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4952e-05 - mae: 0.0068 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5089e-05 - mae: 0.0068 305/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5218e-05 - mae: 0.0068 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5344e-05 - mae: 0.0068 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5466e-05 - mae: 0.0068 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5579e-05 - mae: 0.0068 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5682e-05 - mae: 0.0068 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5777e-05 - mae: 0.0068 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5871e-05 - mae: 0.0069 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5959e-05 - mae: 0.0069 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6039e-05 - mae: 0.0069 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6113e-05 - mae: 0.0069 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6182e-05 - mae: 0.0069 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6246e-05 - mae: 0.0069 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6307e-05 - mae: 0.0069 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6365e-05 - mae: 0.0069 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6434e-05 - mae: 0.0069 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6487e-05 - mae: 0.0069 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6557e-05 - mae: 0.0069 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6632e-05 - mae: 0.0069 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6711e-05 - mae: 0.0069 402/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6811e-05 - mae: 0.0069 407/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6892e-05 - mae: 0.0069 412/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6969e-05 - mae: 0.0069 418/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.9156e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9170e-05 - mae: 0.0069 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9183e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9196e-05 - mae: 0.0069 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9208e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9219e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9230e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9239e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.9245e-05 - mae: 0.0069 - val_loss: 3.1461e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 80/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 4.1839e-05 - mae: 0.0047  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2903e-05 - mae: 0.0060   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3807e-05 - mae: 0.0062  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3518e-05 - mae: 0.0062  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3678e-05 - mae: 0.0063  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3796e-05 - mae: 0.0063  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4009e-05 - mae: 0.0064  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4223e-05 - mae: 0.0064  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4398e-05 - mae: 0.0064  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4452e-05 - mae: 0.0065  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4610e-05 - mae: 0.0065  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4841e-05 - mae: 0.0065  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5185e-05 - mae: 0.0065  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5639e-05 - mae: 0.0065  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6251e-05 - mae: 0.0066  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6868e-05 - mae: 0.0066  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7365e-05 - mae: 0.0066  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7913e-05 - mae: 0.0066  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8461e-05 - mae: 0.0067  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8987e-05 - mae: 0.0067 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9422e-05 - mae: 0.0067 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9795e-05 - mae: 0.0067 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0165e-05 - mae: 0.0067 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0497e-05 - mae: 0.0067 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0786e-05 - mae: 0.0067 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1113e-05 - mae: 0.0067 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1348e-05 - mae: 0.0068 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1540e-05 - mae: 0.0068 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1703e-05 - mae: 0.0068 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1848e-05 - mae: 0.0068 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1982e-05 - mae: 0.0068 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2110e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2225e-05 - mae: 0.0068 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2336e-05 - mae: 0.0068 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2487e-05 - mae: 0.0068 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2615e-05 - mae: 0.0068 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2720e-05 - mae: 0.0068 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2811e-05 - mae: 0.0068 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2899e-05 - mae: 0.0068 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3025e-05 - mae: 0.0068 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3136e-05 - mae: 0.0068 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3216e-05 - mae: 0.0068 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3289e-05 - mae: 0.0068 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3353e-05 - mae: 0.0068 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3406e-05 - mae: 0.0068 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3466e-05 - mae: 0.0068 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3526e-05 - mae: 0.0068 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3587e-05 - mae: 0.0069 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3637e-05 - mae: 0.0069 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3678e-05 - mae: 0.0069 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3711e-05 - mae: 0.0069 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3744e-05 - mae: 0.0069 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3780e-05 - mae: 0.0069 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3813e-05 - mae: 0.0069 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3847e-05 - mae: 0.0069 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3882e-05 - mae: 0.0069 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3913e-05 - mae: 0.0069 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3935e-05 - mae: 0.0069 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3957e-05 - mae: 0.0069 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7687e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7705e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7718e-05 - mae: 0.0069 - val_loss: 3.1440e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 81/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 9.9424e-05 - mae: 0.0095  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 9.5950e-05 - mae: 0.0086   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 9.1349e-05 - mae: 0.0083  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.6058e-05 - mae: 0.0081  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.2297e-05 - mae: 0.0079  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.9430e-05 - mae: 0.0077  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.8122e-05 - mae: 0.0076  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.7512e-05 - mae: 0.0075  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.6820e-05 - mae: 0.0075  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.6167e-05 - mae: 0.0074  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.5779e-05 - mae: 0.0074  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.5457e-05 - mae: 0.0074  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.5263e-05 - mae: 0.0074  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.5194e-05 - mae: 0.0073  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5340e-05 - mae: 0.0073  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5785e-05 - mae: 0.0073  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6095e-05 - mae: 0.0073  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.6283e-05 - mae: 0.0073  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6428e-05 - mae: 0.0073  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6519e-05 - mae: 0.0073 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6549e-05 - mae: 0.0073 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6529e-05 - mae: 0.0073 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6475e-05 - mae: 0.0073 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6411e-05 - mae: 0.0073 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6390e-05 - mae: 0.0073 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6342e-05 - mae: 0.0073 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6270e-05 - mae: 0.0073 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6230e-05 - mae: 0.0073 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6161e-05 - mae: 0.0073 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6083e-05 - mae: 0.0073 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5993e-05 - mae: 0.0073 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5885e-05 - mae: 0.0073 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5776e-05 - mae: 0.0073 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5646e-05 - mae: 0.0073 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5508e-05 - mae: 0.0073 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5391e-05 - mae: 0.0073 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5282e-05 - mae: 0.0072 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5199e-05 - mae: 0.0072 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5188e-05 - mae: 0.0072 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5219e-05 - mae: 0.0072 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5242e-05 - mae: 0.0072 209/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5254e-05 - mae: 0.0072 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5265e-05 - mae: 0.0072 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5278e-05 - mae: 0.0072 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5283e-05 - mae: 0.0072 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5283e-05 - mae: 0.0072 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5284e-05 - mae: 0.0072 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5282e-05 - mae: 0.0072 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5268e-05 - mae: 0.0072 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5246e-05 - mae: 0.0072 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5215e-05 - mae: 0.0072 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.4249e-05 - mae: 0.0071 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4238e-05 - mae: 0.0071 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4226e-05 - mae: 0.0071 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4215e-05 - mae: 0.0071 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4199e-05 - mae: 0.0071 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4183e-05 - mae: 0.0071 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4167e-05 - mae: 0.0071 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4153e-05 - mae: 0.0071 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4139e-05 - mae: 0.0071 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4125e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.4109e-05 - mae: 0.0071 - val_loss: 3.1437e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 82/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 49ms/step - loss: 1.0523e-04 - mae: 0.0094  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 7.1406e-05 - mae: 0.0074   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7158e-05 - mae: 0.0073  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3793e-05 - mae: 0.0071  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1778e-05 - mae: 0.0070  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1067e-05 - mae: 0.0069  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0854e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0664e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0694e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0776e-05 - mae: 0.0069  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0856e-05 - mae: 0.0069  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1148e-05 - mae: 0.0069  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1355e-05 - mae: 0.0069  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1485e-05 - mae: 0.0069  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1544e-05 - mae: 0.0069  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1536e-05 - mae: 0.0069  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1497e-05 - mae: 0.0069  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1447e-05 - mae: 0.0069  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1380e-05 - mae: 0.0069  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1264e-05 - mae: 0.0069 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1173e-05 - mae: 0.0069 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1102e-05 - mae: 0.0069 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1025e-05 - mae: 0.0069 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0970e-05 - mae: 0.0069 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1045e-05 - mae: 0.0069 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1142e-05 - mae: 0.0069 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1245e-05 - mae: 0.0069 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1460e-05 - mae: 0.0069 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1658e-05 - mae: 0.0069 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1819e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1978e-05 - mae: 0.0069 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2126e-05 - mae: 0.0069 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2263e-05 - mae: 0.0069 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2384e-05 - mae: 0.0069 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2491e-05 - mae: 0.0069 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2706e-05 - mae: 0.0069 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2977e-05 - mae: 0.0069 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3257e-05 - mae: 0.0069 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3460e-05 - mae: 0.0069 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3640e-05 - mae: 0.0069 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3803e-05 - mae: 0.0069 209/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3957e-05 - mae: 0.0069 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4108e-05 - mae: 0.0069 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.9594e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9600e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9605e-05 - mae: 0.0069 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9610e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9615e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9620e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.9621e-05 - mae: 0.0069 - val_loss: 3.1461e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 83/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 6.9836e-05 - mae: 0.0084  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.0229e-05 - mae: 0.0065   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.9987e-05 - mae: 0.0064  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.0862e-05 - mae: 0.0064  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.2865e-05 - mae: 0.0065  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.4986e-05 - mae: 0.0066  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7478e-05 - mae: 0.0067  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9596e-05 - mae: 0.0068  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1086e-05 - mae: 0.0068  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2078e-05 - mae: 0.0069  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2834e-05 - mae: 0.0069  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3523e-05 - mae: 0.0069  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4189e-05 - mae: 0.0069  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4621e-05 - mae: 0.0070  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4960e-05 - mae: 0.0070  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5180e-05 - mae: 0.0070  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5299e-05 - mae: 0.0070  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5609e-05 - mae: 0.0070  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6404e-05 - mae: 0.0070  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7016e-05 - mae: 0.0070 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7501e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7950e-05 - mae: 0.0070 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8321e-05 - mae: 0.0070 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8654e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9027e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9340e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9592e-05 - mae: 0.0070 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9809e-05 - mae: 0.0070 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0011e-05 - mae: 0.0070 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0147e-05 - mae: 0.0070 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0271e-05 - mae: 0.0070 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0395e-05 - mae: 0.0070 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0492e-05 - mae: 0.0070 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.2725e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.2724e-05 - mae: 0.0071 - val_loss: 3.1411e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 84/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 35ms/step - loss: 8.1225e-05 - mae: 0.0096  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 7.9199e-05 - mae: 0.0083   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4601e-05 - mae: 0.0080  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3256e-05 - mae: 0.0079  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2708e-05 - mae: 0.0078  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1940e-05 - mae: 0.0077  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1095e-05 - mae: 0.0077  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0420e-05 - mae: 0.0076  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9991e-05 - mae: 0.0076  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5103e-05 - mae: 0.0076  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8537e-05 - mae: 0.0076  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0939e-05 - mae: 0.0076  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2346e-05 - mae: 0.0076  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3786e-05 - mae: 0.0076  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5109e-05 - mae: 0.0076  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6079e-05 - mae: 0.0076  88/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6799e-05 - mae: 0.0075  93/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7298e-05 - mae: 0.0075  98/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7693e-05 - mae: 0.0075 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7990e-05 - mae: 0.0075 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8195e-05 - mae: 0.0075 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8462e-05 - mae: 0.0075 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8625e-05 - mae: 0.0075 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8659e-05 - mae: 0.0075 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.8162e-05 - mae: 0.0072 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8125e-05 - mae: 0.0072 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8089e-05 - mae: 0.0072 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8053e-05 - mae: 0.0072 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8017e-05 - mae: 0.0072 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7982e-05 - mae: 0.0072 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7947e-05 - mae: 0.0072 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7912e-05 - mae: 0.0072 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7877e-05 - mae: 0.0072 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.7856e-05 - mae: 0.0072 - val_loss: 3.1432e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 85/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 5.2093e-05 - mae: 0.0070  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3585e-05 - mae: 0.0072   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1086e-05 - mae: 0.0071  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9735e-05 - mae: 0.0071  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9241e-05 - mae: 0.0070  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8388e-05 - mae: 0.0070  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7334e-05 - mae: 0.0070  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6533e-05 - mae: 0.0069  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6006e-05 - mae: 0.0069  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5940e-05 - mae: 0.0069  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6153e-05 - mae: 0.0069  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6230e-05 - mae: 0.0069  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6280e-05 - mae: 0.0069  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6436e-05 - mae: 0.0070  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7256e-05 - mae: 0.0070  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7901e-05 - mae: 0.0070  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 7.3742e-05 - mae: 0.0071 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3736e-05 - mae: 0.0071 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3731e-05 - mae: 0.0071 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3724e-05 - mae: 0.0071 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3717e-05 - mae: 0.0071 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3709e-05 - mae: 0.0071 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3701e-05 - mae: 0.0071 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3693e-05 - mae: 0.0071 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3681e-05 - mae: 0.0071 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3671e-05 - mae: 0.0071 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3660e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3649e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3638e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3626e-05 - mae: 0.0071 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3615e-05 - mae: 0.0071 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3604e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3591e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.3582e-05 - mae: 0.0071 - val_loss: 3.1440e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 86/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 6.9020e-05 - mae: 0.0084  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.4519e-05 - mae: 0.0072   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4863e-05 - mae: 0.0071  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3636e-05 - mae: 0.0070  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2890e-05 - mae: 0.0069  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2319e-05 - mae: 0.0069  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2553e-05 - mae: 0.0069  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2911e-05 - mae: 0.0069  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2844e-05 - mae: 0.0069  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2752e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2600e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2389e-05 - mae: 0.0068  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2132e-05 - mae: 0.0068  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1844e-05 - mae: 0.0068  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1617e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1514e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1453e-05 - mae: 0.0068  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1426e-05 - mae: 0.0068  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1399e-05 - mae: 0.0068  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1338e-05 - mae: 0.0068 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1264e-05 - mae: 0.0068 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1201e-05 - mae: 0.0068 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1337e-05 - mae: 0.0068 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1489e-05 - mae: 0.0068 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1685e-05 - mae: 0.0068 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1845e-05 - mae: 0.0068 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1980e-05 - mae: 0.0068 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2106e-05 - mae: 0.0068 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2243e-05 - mae: 0.0068 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2343e-05 - mae: 0.0068 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2428e-05 - mae: 0.0068 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2515e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2614e-05 - mae: 0.0068 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2716e-05 - mae: 0.0068 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2809e-05 - mae: 0.0068 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2899e-05 - mae: 0.0068 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7846e-05 - mae: 0.0070 683/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 6.7864e-05 - mae: 0.0070 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 6.7883e-05 - mae: 0.0070 693/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 6.7900e-05 - mae: 0.0070 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7917e-05 - mae: 0.0070 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7933e-05 - mae: 0.0070 708/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7949e-05 - mae: 0.0070 713/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7968e-05 - mae: 0.0070 718/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7987e-05 - mae: 0.0070 723/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8006e-05 - mae: 0.0070 728/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8023e-05 - mae: 0.0070 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8039e-05 - mae: 0.0070 738/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8054e-05 - mae: 0.0070 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8072e-05 - mae: 0.0070 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8090e-05 - mae: 0.0070 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8109e-05 - mae: 0.0070 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8129e-05 - mae: 0.0070 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8148e-05 - mae: 0.0070 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8167e-05 - mae: 0.0070 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8190e-05 - mae: 0.0070 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8209e-05 - mae: 0.0070 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8234e-05 - mae: 0.0070 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8258e-05 - mae: 0.0070 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8277e-05 - mae: 0.0070 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8296e-05 - mae: 0.0070 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8313e-05 - mae: 0.0070 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8330e-05 - mae: 0.0070 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8347e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8363e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8377e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8392e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8406e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8419e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8431e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8444e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8457e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8471e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8490e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8510e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8527e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.8539e-05 - mae: 0.0070 - val_loss: 3.1419e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 87/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 9.3670e-05 - mae: 0.0094  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0062e-05 - mae: 0.0081   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.5003e-05 - mae: 0.0077  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2978e-05 - mae: 0.0075  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1707e-05 - mae: 0.0074  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1305e-05 - mae: 0.0074  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1128e-05 - mae: 0.0073  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1254e-05 - mae: 0.0073  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1395e-05 - mae: 0.0073  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1559e-05 - mae: 0.0073  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1588e-05 - mae: 0.0073  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1542e-05 - mae: 0.0072  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1636e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1852e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2298e-05 - mae: 0.0072  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2654e-05 - mae: 0.0072  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2966e-05 - mae: 0.0072  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3389e-05 - mae: 0.0072  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4330e-05 - mae: 0.0072  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5101e-05 - mae: 0.0072 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5737e-05 - mae: 0.0072 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6325e-05 - mae: 0.0072 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6968e-05 - mae: 0.0072 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7519e-05 - mae: 0.0072 122/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7982e-05 - mae: 0.0072 127/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.8380e-05 - mae: 0.0072 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.8762e-05 - mae: 0.0072 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9105e-05 - mae: 0.0072 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9421e-05 - mae: 0.0072 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9703e-05 - mae: 0.0072 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9948e-05 - mae: 0.0072 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.0203e-05 - mae: 0.0072 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.0428e-05 - mae: 0.0072 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.0612e-05 - mae: 0.0072 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.0758e-05 - mae: 0.0072 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.0886e-05 - mae: 0.0072 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.0995e-05 - mae: 0.0072 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1084e-05 - mae: 0.0072 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1149e-05 - mae: 0.0072 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1204e-05 - mae: 0.0072 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1282e-05 - mae: 0.0072 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1370e-05 - mae: 0.0072 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1455e-05 - mae: 0.0072 217/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1538e-05 - mae: 0.0072 222/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1615e-05 - mae: 0.0072 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1686e-05 - mae: 0.0072 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1739e-05 - mae: 0.0072 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1781e-05 - mae: 0.0072 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1812e-05 - mae: 0.0072 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1859e-05 - mae: 0.0072 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1906e-05 - mae: 0.0072 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1948e-05 - mae: 0.0072 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1994e-05 - mae: 0.0072 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.2018e-05 - mae: 0.0072 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.2032e-05 - mae: 0.0072 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2042e-05 - mae: 0.0072 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2049e-05 - mae: 0.0072 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2050e-05 - mae: 0.0072 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2044e-05 - mae: 0.0072 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2034e-05 - mae: 0.0072 303/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2019e-05 - mae: 0.0072 308/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2003e-05 - mae: 0.0072 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1990e-05 - mae: 0.0072 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1979e-05 - mae: 0.0072 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1965e-05 - mae: 0.0072 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1950e-05 - mae: 0.0072 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1934e-05 - mae: 0.0072 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1917e-05 - mae: 0.0072 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1901e-05 - mae: 0.0072 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1893e-05 - mae: 0.0072 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1890e-05 - mae: 0.0072 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1887e-05 - mae: 0.0072 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1880e-05 - mae: 0.0072 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1871e-05 - mae: 0.0072 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1858e-05 - mae: 0.0072 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1844e-05 - mae: 0.0072 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1832e-05 - mae: 0.0072 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1817e-05 - mae: 0.0072 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1802e-05 - mae: 0.0072 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1787e-05 - mae: 0.0072 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1774e-05 - mae: 0.0072 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1760e-05 - mae: 0.0072 414/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1744e-05 - mae: 0.0072 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.1313e-05 - mae: 0.0071 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1314e-05 - mae: 0.0071 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1314e-05 - mae: 0.0071 787/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1314e-05 - mae: 0.0071 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1313e-05 - mae: 0.0071 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1312e-05 - mae: 0.0071 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1310e-05 - mae: 0.0071 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1307e-05 - mae: 0.0071 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1304e-05 - mae: 0.0071 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1301e-05 - mae: 0.0071 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1299e-05 - mae: 0.0071 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1296e-05 - mae: 0.0071 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1293e-05 - mae: 0.0071 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1291e-05 - mae: 0.0071 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1289e-05 - mae: 0.0071 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1287e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1285e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1283e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1280e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1276e-05 - mae: 0.0071 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1274e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1271e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.1269e-05 - mae: 0.0071 - val_loss: 3.1441e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 88/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 42ms/step - loss: 1.7267e-04 - mae: 0.0119  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 1.1224e-04 - mae: 0.0094   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 1.0269e-04 - mae: 0.0090  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 9.6928e-05 - mae: 0.0087  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2230e-05 - mae: 0.0084  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8991e-05 - mae: 0.0082  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6698e-05 - mae: 0.0081  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4279e-05 - mae: 0.0080  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2886e-05 - mae: 0.0079  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1797e-05 - mae: 0.0079  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0763e-05 - mae: 0.0078  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9671e-05 - mae: 0.0078  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8730e-05 - mae: 0.0077  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8030e-05 - mae: 0.0077  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7192e-05 - mae: 0.0076  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6569e-05 - mae: 0.0076  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5976e-05 - mae: 0.0076  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5397e-05 - mae: 0.0075  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4890e-05 - mae: 0.0075 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4433e-05 - mae: 0.0075 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3984e-05 - mae: 0.0075 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3542e-05 - mae: 0.0074 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3144e-05 - mae: 0.0074 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2698e-05 - mae: 0.0074 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2359e-05 - mae: 0.0074 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2023e-05 - mae: 0.0074 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1689e-05 - mae: 0.0073 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1378e-05 - mae: 0.0073 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1073e-05 - mae: 0.0073 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0768e-05 - mae: 0.0073 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0457e-05 - mae: 0.0073 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0105e-05 - mae: 0.0072 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9821e-05 - mae: 0.0072 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9508e-05 - mae: 0.0072 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9264e-05 - mae: 0.0072 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9105e-05 - mae: 0.0072 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9082e-05 - mae: 0.0072 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9059e-05 - mae: 0.0072 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9022e-05 - mae: 0.0072 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8988e-05 - mae: 0.0072 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8955e-05 - mae: 0.0071 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8924e-05 - mae: 0.0071 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8894e-05 - mae: 0.0071 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8855e-05 - mae: 0.0071 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8814e-05 - mae: 0.0071 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8810e-05 - mae: 0.0071 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8800e-05 - mae: 0.0071 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8782e-05 - mae: 0.0071 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8755e-05 - mae: 0.0071 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8724e-05 - mae: 0.0071 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8696e-05 - mae: 0.0071 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8667e-05 - mae: 0.0071 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8632e-05 - mae: 0.0071 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8595e-05 - mae: 0.0071 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8554e-05 - mae: 0.0071 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8515e-05 - mae: 0.0071 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8487e-05 - mae: 0.0071 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8459e-05 - mae: 0.0071 301/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8436e-05 - mae: 0.0071 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8415e-05 - mae: 0.0071 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8394e-05 - mae: 0.0071 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8375e-05 - mae: 0.0070 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8353e-05 - mae: 0.0070 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8332e-05 - mae: 0.0070 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8312e-05 - mae: 0.0070 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8297e-05 - mae: 0.0070 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8281e-05 - mae: 0.0070 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8264e-05 - mae: 0.0070 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8250e-05 - mae: 0.0070 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8237e-05 - mae: 0.0070 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8222e-05 - mae: 0.0070 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8205e-05 - mae: 0.0070 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8189e-05 - mae: 0.0070 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8169e-05 - mae: 0.0070 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8148e-05 - mae: 0.0070 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8127e-05 - mae: 0.0070 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8103e-05 - mae: 0.0070 400/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8075e-05 - mae: 0.0070 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8052e-05 - mae: 0.0070 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8031e-05 - mae: 0.0070 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8007e-05 - mae: 0.0070 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7987e-05 - mae: 0.0070 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7967e-05 - mae: 0.0070 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7945e-05 - mae: 0.0070 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7921e-05 - mae: 0.0070 442/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7891e-05 - mae: 0.0070 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7868e-05 - mae: 0.0070 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7847e-05 - mae: 0.0070 457/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7828e-05 - mae: 0.0070 462/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7808e-05 - mae: 0.0070 467/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7788e-05 - mae: 0.0070 472/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7776e-05 - mae: 0.0070 477/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7765e-05 - mae: 0.0070 483/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7751e-05 - mae: 0.0070 489/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7740e-05 - mae: 0.0070 495/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.7734e-05 - mae: 0.0070 500/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.7728e-05 - mae: 0.0070 506/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.7721e-05 - mae: 0.0070 511/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.7714e-05 - mae: 0.0070 516/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.7707e-05 - mae: 0.0070 521/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.7700e-05 - mae: 0.0070 526/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.7772e-05 - mae: 0.0070 604/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7771e-05 - mae: 0.0070 610/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7769e-05 - mae: 0.0070 615/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7768e-05 - mae: 0.0070 621/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7769e-05 - mae: 0.0070 627/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7769e-05 - mae: 0.0070 632/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7769e-05 - mae: 0.0070 637/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7769e-05 - mae: 0.0070 642/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7767e-05 - mae: 0.0070 647/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7765e-05 - mae: 0.0070 652/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7762e-05 - mae: 0.0070 657/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7759e-05 - mae: 0.0070 662/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7755e-05 - mae: 0.0070 667/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7750e-05 - mae: 0.0070 673/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7747e-05 - mae: 0.0070 678/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7746e-05 - mae: 0.0070 683/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7744e-05 - mae: 0.0070 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7746e-05 - mae: 0.0070 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7752e-05 - mae: 0.0070 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7759e-05 - mae: 0.0070 704/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7766e-05 - mae: 0.0070 710/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7774e-05 - mae: 0.0070 716/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7781e-05 - mae: 0.0070 722/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7788e-05 - mae: 0.0070 728/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7793e-05 - mae: 0.0070 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7799e-05 - mae: 0.0070 738/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7804e-05 - mae: 0.0070 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7808e-05 - mae: 0.0070 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7812e-05 - mae: 0.0070 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7816e-05 - mae: 0.0070 759/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7819e-05 - mae: 0.0070 764/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7822e-05 - mae: 0.0070 769/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7824e-05 - mae: 0.0070 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7825e-05 - mae: 0.0070 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7826e-05 - mae: 0.0070 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7827e-05 - mae: 0.0070 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7828e-05 - mae: 0.0070 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7829e-05 - mae: 0.0070 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7848e-05 - mae: 0.0070 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7869e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7890e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7915e-05 - mae: 0.0070 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7940e-05 - mae: 0.0070 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7966e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7986e-05 - mae: 0.0070 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8015e-05 - mae: 0.0070 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8039e-05 - mae: 0.0070 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8061e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8086e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8110e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8133e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8156e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8177e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8198e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8222e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8237e-05 - mae: 0.0070 - val_loss: 3.1514e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 89/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 4.2887e-05 - mae: 0.0060  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.2960e-05 - mae: 0.0062   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.2535e-05 - mae: 0.0069  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.5607e-05 - mae: 0.0070  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.5693e-05 - mae: 0.0071  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4572e-05 - mae: 0.0071  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4118e-05 - mae: 0.0071  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.3762e-05 - mae: 0.0071  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.7216e-05 - mae: 0.0072  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.1757e-05 - mae: 0.0072  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.5343e-05 - mae: 0.0073  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.7288e-05 - mae: 0.0073  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.9191e-05 - mae: 0.0073  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.1085e-05 - mae: 0.0073  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.2640e-05 - mae: 0.0074  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3797e-05 - mae: 0.0074  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4592e-05 - mae: 0.0074  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5152e-05 - mae: 0.0074  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5497e-05 - mae: 0.0074  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5664e-05 - mae: 0.0074 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6000e-05 - mae: 0.0074 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6601e-05 - mae: 0.0074 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7068e-05 - mae: 0.0074 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7393e-05 - mae: 0.0074 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7616e-05 - mae: 0.0074 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7768e-05 - mae: 0.0074 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7842e-05 - mae: 0.0074 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7854e-05 - mae: 0.0074 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7815e-05 - mae: 0.0074 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7721e-05 - mae: 0.0074 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7605e-05 - mae: 0.0074 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7489e-05 - mae: 0.0074 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7318e-05 - mae: 0.0074 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7158e-05 - mae: 0.0074 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6966e-05 - mae: 0.0074 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6812e-05 - mae: 0.0074 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6649e-05 - mae: 0.0074 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6469e-05 - mae: 0.0074 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6282e-05 - mae: 0.0074 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6123e-05 - mae: 0.0074 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6039e-05 - mae: 0.0074 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5945e-05 - mae: 0.0074 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5831e-05 - mae: 0.0074 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5708e-05 - mae: 0.0074 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5572e-05 - mae: 0.0074 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5422e-05 - mae: 0.0074 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5263e-05 - mae: 0.0074 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5100e-05 - mae: 0.0074 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.4929e-05 - mae: 0.0074 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.4756e-05 - mae: 0.0074 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.4574e-05 - mae: 0.0074 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.4391e-05 - mae: 0.0074 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.4216e-05 - mae: 0.0074 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.4062e-05 - mae: 0.0074 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.3878e-05 - mae: 0.0074 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.3721e-05 - mae: 0.0073 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.3533e-05 - mae: 0.0073 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.3375e-05 - mae: 0.0073 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.3253e-05 - mae: 0.0073 303/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.3151e-05 - mae: 0.0073 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.3051e-05 - mae: 0.0073 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.2946e-05 - mae: 0.0073 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.2837e-05 - mae: 0.0073 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.2725e-05 - mae: 0.0073 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.2607e-05 - mae: 0.0073 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.2467e-05 - mae: 0.0073 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.2349e-05 - mae: 0.0073 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.2231e-05 - mae: 0.0073 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 8.2281e-05 - mae: 0.0072 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.2219e-05 - mae: 0.0072 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.2158e-05 - mae: 0.0072 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.2085e-05 - mae: 0.0072 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.2025e-05 - mae: 0.0072 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.1968e-05 - mae: 0.0072 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 8.1934e-05 - mae: 0.0072 - val_loss: 3.1433e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 90/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 7.8431e-05 - mae: 0.0084  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1751e-05 - mae: 0.0074   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7782e-05 - mae: 0.0071  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.5923e-05 - mae: 0.0069  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.5164e-05 - mae: 0.0068  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.4550e-05 - mae: 0.0068  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3809e-05 - mae: 0.0067  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3212e-05 - mae: 0.0066  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2931e-05 - mae: 0.0066  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2858e-05 - mae: 0.0066  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2956e-05 - mae: 0.0066  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3012e-05 - mae: 0.0066  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3035e-05 - mae: 0.0066  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3224e-05 - mae: 0.0066  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3564e-05 - mae: 0.0066  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4249e-05 - mae: 0.0066  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4819e-05 - mae: 0.0066  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5270e-05 - mae: 0.0066  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5723e-05 - mae: 0.0066  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6087e-05 - mae: 0.0066 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6391e-05 - mae: 0.0066 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6676e-05 - mae: 0.0066 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6932e-05 - mae: 0.0066 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7165e-05 - mae: 0.0066 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7381e-05 - mae: 0.0066 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7589e-05 - mae: 0.0066 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7790e-05 - mae: 0.0066 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7969e-05 - mae: 0.0066 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8150e-05 - mae: 0.0066 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8422e-05 - mae: 0.0066 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8628e-05 - mae: 0.0067 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8859e-05 - mae: 0.0067 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9087e-05 - mae: 0.0067 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9303e-05 - mae: 0.0067 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9543e-05 - mae: 0.0067 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9815e-05 - mae: 0.0067 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0024e-05 - mae: 0.0067 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0227e-05 - mae: 0.0067 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0446e-05 - mae: 0.0067 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0604e-05 - mae: 0.0067 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0751e-05 - mae: 0.0067 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0883e-05 - mae: 0.0067 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1016e-05 - mae: 0.0067 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1131e-05 - mae: 0.0067 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1318e-05 - mae: 0.0067 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1671e-05 - mae: 0.0067 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2003e-05 - mae: 0.0067 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2308e-05 - mae: 0.0067 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2598e-05 - mae: 0.0067 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2869e-05 - mae: 0.0067 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3172e-05 - mae: 0.0068 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3456e-05 - mae: 0.0068 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3724e-05 - mae: 0.0068 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3971e-05 - mae: 0.0068 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4204e-05 - mae: 0.0068 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4424e-05 - mae: 0.0068 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4695e-05 - mae: 0.0068 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4952e-05 - mae: 0.0068 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5196e-05 - mae: 0.0068 303/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5420e-05 - mae: 0.0068 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5633e-05 - mae: 0.0068 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.0373e-05 - mae: 0.0069 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0374e-05 - mae: 0.0069 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0375e-05 - mae: 0.0069 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0377e-05 - mae: 0.0069 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0378e-05 - mae: 0.0069 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0378e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0378e-05 - mae: 0.0069 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0378e-05 - mae: 0.0069 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0377e-05 - mae: 0.0069 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0378e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0378e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0379e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0380e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0381e-05 - mae: 0.0069 - val_loss: 3.1490e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 91/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 3.3170e-05 - mae: 0.0052  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.3314e-05 - mae: 0.0064   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8413e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.9127e-05 - mae: 0.0066  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8641e-05 - mae: 0.0066  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7933e-05 - mae: 0.0066  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7639e-05 - mae: 0.0066  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7952e-05 - mae: 0.0067  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8317e-05 - mae: 0.0067  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8413e-05 - mae: 0.0067  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0492e-05 - mae: 0.0068  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2143e-05 - mae: 0.0068  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3401e-05 - mae: 0.0068  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4382e-05 - mae: 0.0068  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5107e-05 - mae: 0.0069  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5672e-05 - mae: 0.0069  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6230e-05 - mae: 0.0069  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6572e-05 - mae: 0.0069  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6821e-05 - mae: 0.0069  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7076e-05 - mae: 0.0069 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7946e-05 - mae: 0.0069 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8724e-05 - mae: 0.0069 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9406e-05 - mae: 0.0069 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0012e-05 - mae: 0.0069 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0525e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0998e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1392e-05 - mae: 0.0070 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1727e-05 - mae: 0.0070 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2068e-05 - mae: 0.0070 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2342e-05 - mae: 0.0070 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2942e-05 - mae: 0.0070 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3475e-05 - mae: 0.0070 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3956e-05 - mae: 0.0070 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4388e-05 - mae: 0.0070 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4766e-05 - mae: 0.0070 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5108e-05 - mae: 0.0070 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5412e-05 - mae: 0.0070 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5737e-05 - mae: 0.0070 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5972e-05 - mae: 0.0070 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6179e-05 - mae: 0.0070 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6378e-05 - mae: 0.0070 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6551e-05 - mae: 0.0070 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6698e-05 - mae: 0.0070 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6829e-05 - mae: 0.0071 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6994e-05 - mae: 0.0071 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7112e-05 - mae: 0.0071 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7232e-05 - mae: 0.0071 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7335e-05 - mae: 0.0071 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7430e-05 - mae: 0.0071 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7514e-05 - mae: 0.0071 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7586e-05 - mae: 0.0071 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7650e-05 - mae: 0.0071 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7703e-05 - mae: 0.0071 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7743e-05 - mae: 0.0071 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7771e-05 - mae: 0.0071 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7795e-05 - mae: 0.0071 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7810e-05 - mae: 0.0071 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7813e-05 - mae: 0.0071 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7816e-05 - mae: 0.0071 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7813e-05 - mae: 0.0071 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7802e-05 - mae: 0.0071 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7787e-05 - mae: 0.0071 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7771e-05 - mae: 0.0071 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7753e-05 - mae: 0.0071 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7738e-05 - mae: 0.0071 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7729e-05 - mae: 0.0071 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7718e-05 - mae: 0.0071 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7700e-05 - mae: 0.0071 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7685e-05 - mae: 0.0071 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7672e-05 - mae: 0.0071 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7656e-05 - mae: 0.0071 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7637e-05 - mae: 0.0071 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7610e-05 - mae: 0.0071 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7570e-05 - mae: 0.0071 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7534e-05 - mae: 0.0071 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7498e-05 - mae: 0.0071 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7460e-05 - mae: 0.0071 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7422e-05 - mae: 0.0071 400/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7388e-05 - mae: 0.0071 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.7346e-05 - mae: 0.0071 412/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.7300e-05 - mae: 0.0071 417/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.7259e-05 - mae: 0.0071 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.5104e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5083e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5062e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5040e-05 - mae: 0.0071 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5019e-05 - mae: 0.0071 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4998e-05 - mae: 0.0071 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4978e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.4958e-05 - mae: 0.0071 - val_loss: 3.1407e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 92/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 3.1891e-05 - mae: 0.0053  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0448e-05 - mae: 0.0064   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.4145e-05 - mae: 0.0067  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3821e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4509e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9557e-05 - mae: 0.0068  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2042e-05 - mae: 0.0068  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3331e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3913e-05 - mae: 0.0069  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3848e-05 - mae: 0.0069  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3547e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3094e-05 - mae: 0.0068  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2577e-05 - mae: 0.0068  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2000e-05 - mae: 0.0068  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1551e-05 - mae: 0.0068  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1067e-05 - mae: 0.0068  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0809e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1145e-05 - mae: 0.0068  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1363e-05 - mae: 0.0068  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1520e-05 - mae: 0.0068 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1637e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1872e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2120e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2296e-05 - mae: 0.0068 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2470e-05 - mae: 0.0068 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2597e-05 - mae: 0.0068 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2709e-05 - mae: 0.0068 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2774e-05 - mae: 0.0068 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2814e-05 - mae: 0.0068 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2834e-05 - mae: 0.0068 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3008e-05 - mae: 0.0068 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3466e-05 - mae: 0.0068 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3810e-05 - mae: 0.0068 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4145e-05 - mae: 0.0068 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4445e-05 - mae: 0.0068 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4709e-05 - mae: 0.0068 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4939e-05 - mae: 0.0068 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5147e-05 - mae: 0.0068 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5349e-05 - mae: 0.0068 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5523e-05 - mae: 0.0068 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5676e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5819e-05 - mae: 0.0068 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5954e-05 - mae: 0.0068 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6068e-05 - mae: 0.0069 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6166e-05 - mae: 0.0069 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6251e-05 - mae: 0.0069 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.3976e-05 - mae: 0.0069 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3949e-05 - mae: 0.0069 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3923e-05 - mae: 0.0069 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3897e-05 - mae: 0.0069 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3871e-05 - mae: 0.0069 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3847e-05 - mae: 0.0069 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3823e-05 - mae: 0.0069 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3794e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3764e-05 - mae: 0.0069 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3741e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3718e-05 - mae: 0.0069 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3694e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3671e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3648e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3625e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.3610e-05 - mae: 0.0069 - val_loss: 3.1416e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 93/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 2.0912e-05 - mae: 0.0031  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.8031e-05 - mae: 0.0051   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.5981e-05 - mae: 0.0058  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8946e-05 - mae: 0.0060  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.9874e-05 - mae: 0.0061  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.0477e-05 - mae: 0.0061  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.0746e-05 - mae: 0.0062  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.0764e-05 - mae: 0.0062  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0997e-05 - mae: 0.0062  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1261e-05 - mae: 0.0062  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1472e-05 - mae: 0.0063  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1586e-05 - mae: 0.0063  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1923e-05 - mae: 0.0063  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2233e-05 - mae: 0.0063  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2531e-05 - mae: 0.0063  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2804e-05 - mae: 0.0063  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3015e-05 - mae: 0.0063  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3191e-05 - mae: 0.0064  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3355e-05 - mae: 0.0064  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3523e-05 - mae: 0.0064 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.3714e-05 - mae: 0.0064 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3898e-05 - mae: 0.0064 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4080e-05 - mae: 0.0064 118/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4298e-05 - mae: 0.0064 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4614e-05 - mae: 0.0064 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5375e-05 - mae: 0.0064 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6163e-05 - mae: 0.0064 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6728e-05 - mae: 0.0064 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7247e-05 - mae: 0.0065 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7730e-05 - mae: 0.0065 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8180e-05 - mae: 0.0065 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8611e-05 - mae: 0.0065 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9009e-05 - mae: 0.0065 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9404e-05 - mae: 0.0065 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9799e-05 - mae: 0.0065 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0188e-05 - mae: 0.0065 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0550e-05 - mae: 0.0065 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0896e-05 - mae: 0.0066 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.8099e-05 - mae: 0.0069 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8106e-05 - mae: 0.0069 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8115e-05 - mae: 0.0069 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8123e-05 - mae: 0.0069 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8133e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8142e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8152e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8160e-05 - mae: 0.0069 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8169e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8175e-05 - mae: 0.0069 - val_loss: 3.1505e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 94/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 39ms/step - loss: 4.8121e-05 - mae: 0.0055  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.9200e-05 - mae: 0.0058   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.3061e-05 - mae: 0.0062  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5576e-05 - mae: 0.0065  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5809e-05 - mae: 0.0066  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5657e-05 - mae: 0.0066  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5481e-05 - mae: 0.0066  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5625e-05 - mae: 0.0066  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6073e-05 - mae: 0.0067  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6360e-05 - mae: 0.0067  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6607e-05 - mae: 0.0067  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6785e-05 - mae: 0.0067  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6860e-05 - mae: 0.0067  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7429e-05 - mae: 0.0067  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7808e-05 - mae: 0.0067  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8178e-05 - mae: 0.0068  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9714e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1283e-05 - mae: 0.0068  95/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2845e-05 - mae: 0.0068 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3894e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4783e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5542e-05 - mae: 0.0069 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6172e-05 - mae: 0.0069 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6691e-05 - mae: 0.0069 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7196e-05 - mae: 0.0069 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7747e-05 - mae: 0.0069 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8475e-05 - mae: 0.0069 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9145e-05 - mae: 0.0069 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9791e-05 - mae: 0.0069 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0374e-05 - mae: 0.0069 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0892e-05 - mae: 0.0069 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1344e-05 - mae: 0.0069 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1742e-05 - mae: 0.0069 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2097e-05 - mae: 0.0069 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2410e-05 - mae: 0.0069 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2687e-05 - mae: 0.0069 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2930e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3153e-05 - mae: 0.0070 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3345e-05 - mae: 0.0070 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3519e-05 - mae: 0.0070 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3680e-05 - mae: 0.0070 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3813e-05 - mae: 0.0070 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3931e-05 - mae: 0.0070 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4033e-05 - mae: 0.0070 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4119e-05 - mae: 0.0070 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4187e-05 - mae: 0.0070 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4244e-05 - mae: 0.0070 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4292e-05 - mae: 0.0070 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4339e-05 - mae: 0.0070 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4374e-05 - mae: 0.0070 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4400e-05 - mae: 0.0070 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4440e-05 - mae: 0.0070 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4477e-05 - mae: 0.0070 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4502e-05 - mae: 0.0070 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4520e-05 - mae: 0.0070 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4538e-05 - mae: 0.0070 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4564e-05 - mae: 0.0070 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4604e-05 - mae: 0.0070 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.3031e-05 - mae: 0.0070 736/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3023e-05 - mae: 0.0070 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3016e-05 - mae: 0.0070 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3008e-05 - mae: 0.0070 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2999e-05 - mae: 0.0070 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2993e-05 - mae: 0.0070 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2986e-05 - mae: 0.0070 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2981e-05 - mae: 0.0070 771/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2976e-05 - mae: 0.0070 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2970e-05 - mae: 0.0070 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2964e-05 - mae: 0.0070 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2958e-05 - mae: 0.0070 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2952e-05 - mae: 0.0070 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2946e-05 - mae: 0.0070 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2940e-05 - mae: 0.0070 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2933e-05 - mae: 0.0070 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2925e-05 - mae: 0.0070 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2917e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2909e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2901e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2890e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2881e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2869e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2857e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2846e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2837e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2827e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2816e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2806e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2796e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.2785e-05 - mae: 0.0070 - val_loss: 3.1414e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 95/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 3.9652e-05 - mae: 0.0053  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.8418e-05 - mae: 0.0058   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.2678e-05 - mae: 0.0061  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6587e-05 - mae: 0.0064  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9212e-05 - mae: 0.0066  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1024e-05 - mae: 0.0067  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1624e-05 - mae: 0.0068  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1943e-05 - mae: 0.0068  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1988e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1963e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2049e-05 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2209e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4555e-05 - mae: 0.0069  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7002e-05 - mae: 0.0069  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8978e-05 - mae: 0.0069  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0858e-05 - mae: 0.0070  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2075e-05 - mae: 0.0070  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3031e-05 - mae: 0.0070  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3800e-05 - mae: 0.0070  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4457e-05 - mae: 0.0070 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4969e-05 - mae: 0.0070 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5382e-05 - mae: 0.0070 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5687e-05 - mae: 0.0070 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.3577e-05 - mae: 0.0071 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3558e-05 - mae: 0.0071 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3536e-05 - mae: 0.0071 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3519e-05 - mae: 0.0071 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3505e-05 - mae: 0.0071 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3490e-05 - mae: 0.0071 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3476e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3461e-05 - mae: 0.0071 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3444e-05 - mae: 0.0071 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3426e-05 - mae: 0.0071 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3408e-05 - mae: 0.0071 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3393e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.3387e-05 - mae: 0.0071 - val_loss: 3.1423e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 96/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 1.0401e-04 - mae: 0.0083  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5006e-05 - mae: 0.0071   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.8878e-05 - mae: 0.0068  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6057e-05 - mae: 0.0067  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.4405e-05 - mae: 0.0067  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3505e-05 - mae: 0.0067  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3461e-05 - mae: 0.0067  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.5310e-05 - mae: 0.0067  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.2761e-05 - mae: 0.0068  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.7971e-05 - mae: 0.0068  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.1513e-05 - mae: 0.0069  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.4041e-05 - mae: 0.0069  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.5911e-05 - mae: 0.0070  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.7298e-05 - mae: 0.0070  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.8242e-05 - mae: 0.0070  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.8861e-05 - mae: 0.0070  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.9191e-05 - mae: 0.0070  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9359e-05 - mae: 0.0070  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.9363e-05 - mae: 0.0070  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9316e-05 - mae: 0.0070 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9192e-05 - mae: 0.0070 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9637e-05 - mae: 0.0070 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0396e-05 - mae: 0.0070 118/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0988e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1451e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1799e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2071e-05 - mae: 0.0070 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2376e-05 - mae: 0.0070 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2597e-05 - mae: 0.0070 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2714e-05 - mae: 0.0070 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2783e-05 - mae: 0.0070 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2806e-05 - mae: 0.0070 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2806e-05 - mae: 0.0070 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2784e-05 - mae: 0.0070 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2770e-05 - mae: 0.0070 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2719e-05 - mae: 0.0070 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2659e-05 - mae: 0.0071 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2587e-05 - mae: 0.0071 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2528e-05 - mae: 0.0071 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2459e-05 - mae: 0.0071 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2391e-05 - mae: 0.0071 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 8.0997e-05 - mae: 0.0071 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0942e-05 - mae: 0.0071 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0888e-05 - mae: 0.0071 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0833e-05 - mae: 0.0071 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0779e-05 - mae: 0.0071 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0725e-05 - mae: 0.0071 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0671e-05 - mae: 0.0071 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0617e-05 - mae: 0.0071 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0552e-05 - mae: 0.0071 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0497e-05 - mae: 0.0071 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0444e-05 - mae: 0.0071 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0390e-05 - mae: 0.0071 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0336e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0282e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0229e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0175e-05 - mae: 0.0071 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0122e-05 - mae: 0.0071 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0069e-05 - mae: 0.0071 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 8.0017e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.9965e-05 - mae: 0.0071 - val_loss: 3.1438e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 97/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 41ms/step - loss: 2.9013e-05 - mae: 0.0042  6/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.6638e-05 - mae: 0.0063  11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9254e-05 - mae: 0.0067   16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0764e-05 - mae: 0.0069  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1425e-05 - mae: 0.0070  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1454e-05 - mae: 0.0071  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1158e-05 - mae: 0.0071  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0729e-05 - mae: 0.0071  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0444e-05 - mae: 0.0071  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0300e-05 - mae: 0.0071  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0398e-05 - mae: 0.0071  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0559e-05 - mae: 0.0071  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0575e-05 - mae: 0.0071  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0465e-05 - mae: 0.0071  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0325e-05 - mae: 0.0071  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0191e-05 - mae: 0.0071  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1493e-05 - mae: 0.0071  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2500e-05 - mae: 0.0071  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3248e-05 - mae: 0.0071  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3830e-05 - mae: 0.0071 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4389e-05 - mae: 0.0071 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4799e-05 - mae: 0.0071 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5190e-05 - mae: 0.0071 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5547e-05 - mae: 0.0071 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5814e-05 - mae: 0.0071 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6019e-05 - mae: 0.0071 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6184e-05 - mae: 0.0071 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6288e-05 - mae: 0.0071 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6344e-05 - mae: 0.0071 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6369e-05 - mae: 0.0071 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6375e-05 - mae: 0.0071 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6377e-05 - mae: 0.0071 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6380e-05 - mae: 0.0071 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6354e-05 - mae: 0.0071 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - 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loss: 7.3611e-05 - mae: 0.0071 672/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3587e-05 - mae: 0.0071 677/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3563e-05 - mae: 0.0071 682/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3538e-05 - mae: 0.0071 687/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3512e-05 - mae: 0.0071 693/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3481e-05 - mae: 0.0071 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3456e-05 - mae: 0.0071 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3432e-05 - mae: 0.0071 708/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3411e-05 - mae: 0.0071 713/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3393e-05 - mae: 0.0071 718/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3375e-05 - mae: 0.0071 723/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3356e-05 - mae: 0.0071 728/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3337e-05 - mae: 0.0071 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3318e-05 - mae: 0.0071 738/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3298e-05 - mae: 0.0071 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3279e-05 - mae: 0.0071 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3259e-05 - mae: 0.0071 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3239e-05 - mae: 0.0071 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3220e-05 - mae: 0.0071 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3201e-05 - mae: 0.0071 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3181e-05 - mae: 0.0070 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3161e-05 - mae: 0.0070 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3143e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3124e-05 - mae: 0.0070 788/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3105e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3085e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3062e-05 - mae: 0.0070 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3043e-05 - mae: 0.0070 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3025e-05 - mae: 0.0070 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3008e-05 - mae: 0.0070 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2990e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2973e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2956e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2938e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2926e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2916e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2907e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2896e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2887e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2879e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2872e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2865e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2858e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.2849e-05 - mae: 0.0070 - val_loss: 3.1409e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 98/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 3.7227e-05 - mae: 0.0058  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 8ms/step - loss: 5.1426e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9753e-05 - mae: 0.0069  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1415e-05 - mae: 0.0070  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1574e-05 - mae: 0.0070  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1493e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1640e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2241e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2648e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2869e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3307e-05 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4264e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5111e-05 - mae: 0.0069  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5796e-05 - mae: 0.0069  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6324e-05 - mae: 0.0070  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6660e-05 - mae: 0.0070  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6943e-05 - mae: 0.0070  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7118e-05 - mae: 0.0070  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7211e-05 - mae: 0.0070  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7271e-05 - mae: 0.0070 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7296e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7525e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7829e-05 - mae: 0.0070 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8070e-05 - mae: 0.0070 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8247e-05 - mae: 0.0070 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8395e-05 - mae: 0.0070 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8556e-05 - mae: 0.0070 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8705e-05 - mae: 0.0070 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8837e-05 - mae: 0.0070 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8977e-05 - mae: 0.0070 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9071e-05 - mae: 0.0070 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9508e-05 - mae: 0.0070 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9972e-05 - mae: 0.0070 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0366e-05 - mae: 0.0070 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0731e-05 - mae: 0.0070 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1056e-05 - mae: 0.0070 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1350e-05 - mae: 0.0070 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1604e-05 - mae: 0.0070 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1834e-05 - mae: 0.0070 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2039e-05 - mae: 0.0070 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2282e-05 - mae: 0.0070 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2596e-05 - mae: 0.0070 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2876e-05 - mae: 0.0070 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3126e-05 - mae: 0.0070 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3351e-05 - mae: 0.0070 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3560e-05 - mae: 0.0070 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3751e-05 - mae: 0.0070 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3958e-05 - mae: 0.0070 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4143e-05 - mae: 0.0070 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4314e-05 - mae: 0.0070 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4466e-05 - mae: 0.0070 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4619e-05 - mae: 0.0070 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4801e-05 - mae: 0.0070 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4987e-05 - mae: 0.0070 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5163e-05 - mae: 0.0070 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5338e-05 - mae: 0.0070 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5500e-05 - mae: 0.0070 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5645e-05 - mae: 0.0070 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5775e-05 - mae: 0.0070 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5890e-05 - mae: 0.0070 304/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5995e-05 - mae: 0.0070 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6086e-05 - mae: 0.0070 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6167e-05 - mae: 0.0070 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6243e-05 - mae: 0.0070 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6315e-05 - mae: 0.0070 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6382e-05 - mae: 0.0070 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6443e-05 - mae: 0.0070 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6500e-05 - mae: 0.0070 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6549e-05 - mae: 0.0070 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6592e-05 - mae: 0.0070 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6626e-05 - mae: 0.0070 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6666e-05 - mae: 0.0070 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6705e-05 - mae: 0.0070 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6743e-05 - mae: 0.0070 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6787e-05 - mae: 0.0070 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6827e-05 - mae: 0.0070 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6861e-05 - mae: 0.0070 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6892e-05 - mae: 0.0070 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6921e-05 - mae: 0.0070 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6946e-05 - mae: 0.0070 404/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6970e-05 - mae: 0.0070 409/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6989e-05 - mae: 0.0070 414/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.7005e-05 - mae: 0.0070 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.7018e-05 - mae: 0.0070 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.7029e-05 - mae: 0.0070 429/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.7036e-05 - mae: 0.0070 434/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.7038e-05 - mae: 0.0070 439/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.7036e-05 - mae: 0.0070 444/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.7032e-05 - mae: 0.0070 449/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.7025e-05 - mae: 0.0070 454/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.7019e-05 - mae: 0.0070 459/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.7011e-05 - mae: 0.0070 464/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.6999e-05 - mae: 0.0070 469/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.6985e-05 - mae: 0.0070 474/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.6968e-05 - mae: 0.0070 479/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.6950e-05 - mae: 0.0070 484/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.6931e-05 - mae: 0.0070 489/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.6914e-05 - mae: 0.0070 494/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.6895e-05 - mae: 0.0070 499/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.6875e-05 - mae: 0.0070 504/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.6853e-05 - mae: 0.0070 509/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 7.6828e-05 - mae: 0.0070 514/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 7.6804e-05 - mae: 0.0070 519/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 7.6778e-05 - mae: 0.0070 524/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 7.6750e-05 - mae: 0.0070 529/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 7.6720e-05 - mae: 0.0070 534/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 7.6688e-05 - mae: 0.0070 539/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 7.6657e-05 - mae: 0.0070 544/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - 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loss: 7.5782e-05 - mae: 0.0070 689/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.5753e-05 - mae: 0.0070 694/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.5724e-05 - mae: 0.0070 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5696e-05 - mae: 0.0070 704/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5668e-05 - mae: 0.0070 709/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5640e-05 - mae: 0.0070 714/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5612e-05 - mae: 0.0070 719/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5582e-05 - mae: 0.0070 724/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5554e-05 - mae: 0.0070 729/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5526e-05 - mae: 0.0070 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5493e-05 - mae: 0.0070 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5460e-05 - mae: 0.0070 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5432e-05 - mae: 0.0070 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5404e-05 - mae: 0.0070 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5376e-05 - mae: 0.0070 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5348e-05 - mae: 0.0070 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5320e-05 - mae: 0.0070 771/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5295e-05 - mae: 0.0070 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5269e-05 - mae: 0.0070 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5244e-05 - mae: 0.0070 787/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.5215e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5186e-05 - mae: 0.0070 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5163e-05 - mae: 0.0070 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5140e-05 - mae: 0.0070 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5116e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5093e-05 - mae: 0.0070 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5066e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5043e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5019e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.4996e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.4971e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.4947e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.4918e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.4894e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.4869e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.4845e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.4820e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.4795e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.4771e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.4745e-05 - mae: 0.0070 - val_loss: 3.1383e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 99/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 3.4786e-05 - mae: 0.0055  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6520e-05 - mae: 0.0068   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1131e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6615e-05 - mae: 0.0074  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8265e-05 - mae: 0.0075  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7893e-05 - mae: 0.0075  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7600e-05 - mae: 0.0075  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7170e-05 - mae: 0.0075  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6551e-05 - mae: 0.0075  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6195e-05 - mae: 0.0075  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6199e-05 - mae: 0.0074  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6014e-05 - mae: 0.0074  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5677e-05 - mae: 0.0074  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5258e-05 - mae: 0.0074  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5589e-05 - mae: 0.0073  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6198e-05 - mae: 0.0073  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6657e-05 - mae: 0.0073  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6932e-05 - mae: 0.0073  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7105e-05 - mae: 0.0073 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7259e-05 - mae: 0.0072 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7360e-05 - mae: 0.0072 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7380e-05 - mae: 0.0072 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7353e-05 - mae: 0.0072 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7328e-05 - mae: 0.0072 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7338e-05 - mae: 0.0072 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7306e-05 - mae: 0.0072 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7240e-05 - mae: 0.0072 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7158e-05 - mae: 0.0072 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7053e-05 - mae: 0.0072 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6937e-05 - mae: 0.0072 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6841e-05 - mae: 0.0072 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6726e-05 - mae: 0.0072 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6610e-05 - mae: 0.0071 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6494e-05 - mae: 0.0071 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6379e-05 - mae: 0.0071 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6260e-05 - mae: 0.0071 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6144e-05 - mae: 0.0071 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6027e-05 - mae: 0.0071 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5903e-05 - mae: 0.0071 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5776e-05 - mae: 0.0071 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5650e-05 - mae: 0.0071 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5525e-05 - mae: 0.0071 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5401e-05 - mae: 0.0071 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5274e-05 - mae: 0.0071 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5152e-05 - mae: 0.0071 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5037e-05 - mae: 0.0071 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4921e-05 - mae: 0.0071 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4803e-05 - mae: 0.0071 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4692e-05 - mae: 0.0071 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4594e-05 - mae: 0.0071 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4498e-05 - mae: 0.0071 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4404e-05 - mae: 0.0071 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4312e-05 - mae: 0.0071 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4222e-05 - mae: 0.0071 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4137e-05 - mae: 0.0071 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4050e-05 - mae: 0.0071 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3974e-05 - mae: 0.0071 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3899e-05 - mae: 0.0071 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3826e-05 - mae: 0.0071 304/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3751e-05 - mae: 0.0071 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3672e-05 - mae: 0.0071 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3596e-05 - mae: 0.0071 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3517e-05 - mae: 0.0071 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3439e-05 - mae: 0.0071 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3363e-05 - mae: 0.0071 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3275e-05 - mae: 0.0071 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3200e-05 - mae: 0.0071 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3125e-05 - mae: 0.0070 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3056e-05 - mae: 0.0070 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2989e-05 - mae: 0.0070 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2921e-05 - mae: 0.0070 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2855e-05 - mae: 0.0070 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2775e-05 - mae: 0.0070 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2708e-05 - mae: 0.0070 382/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2627e-05 - mae: 0.0070 387/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2560e-05 - mae: 0.0070 392/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2518e-05 - mae: 0.0070 397/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2477e-05 - mae: 0.0070 402/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2435e-05 - mae: 0.0070 407/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2392e-05 - mae: 0.0070 413/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2337e-05 - mae: 0.0070 418/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2291e-05 - mae: 0.0070 423/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2246e-05 - mae: 0.0070 428/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2201e-05 - mae: 0.0070 433/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2155e-05 - mae: 0.0070 438/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2110e-05 - mae: 0.0070 443/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2068e-05 - mae: 0.0070 448/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2028e-05 - mae: 0.0070 453/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1986e-05 - mae: 0.0070 458/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1948e-05 - mae: 0.0070 463/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1915e-05 - mae: 0.0070 468/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1881e-05 - mae: 0.0070 473/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1846e-05 - mae: 0.0070 478/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1815e-05 - mae: 0.0070 483/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1785e-05 - mae: 0.0070 488/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1754e-05 - mae: 0.0070 493/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1722e-05 - mae: 0.0070 498/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1694e-05 - mae: 0.0070 503/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.1040e-05 - mae: 0.0070 655/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1023e-05 - mae: 0.0070 660/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1009e-05 - mae: 0.0070 666/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0990e-05 - mae: 0.0070 672/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0969e-05 - mae: 0.0070 677/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0951e-05 - mae: 0.0070 682/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0934e-05 - mae: 0.0070 687/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0917e-05 - mae: 0.0070 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0901e-05 - mae: 0.0070 697/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0885e-05 - mae: 0.0070 702/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0868e-05 - mae: 0.0070 707/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0851e-05 - mae: 0.0070 712/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0832e-05 - mae: 0.0070 717/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0813e-05 - mae: 0.0070 722/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0794e-05 - mae: 0.0070 728/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0771e-05 - mae: 0.0070 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0752e-05 - mae: 0.0070 738/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0732e-05 - mae: 0.0070 744/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0709e-05 - mae: 0.0070 749/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0690e-05 - mae: 0.0070 755/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0669e-05 - mae: 0.0070 760/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0652e-05 - mae: 0.0070 765/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0635e-05 - mae: 0.0070 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0618e-05 - mae: 0.0070 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0597e-05 - mae: 0.0070 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0579e-05 - mae: 0.0070 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0561e-05 - mae: 0.0070 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0539e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0524e-05 - mae: 0.0070 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0510e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0497e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0483e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0483e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0483e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0481e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0479e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0476e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0473e-05 - mae: 0.0070 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0469e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0464e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0459e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0455e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0450e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0446e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0444e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0444e-05 - mae: 0.0070 - val_loss: 3.1402e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 100/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 43s 49ms/step - loss: 3.8800e-05 - mae: 0.0055  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.0635e-05 - mae: 0.0059   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.7198e-05 - mae: 0.0061  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.2929e-05 - mae: 0.0062  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.6312e-05 - mae: 0.0064  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7910e-05 - mae: 0.0064  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8636e-05 - mae: 0.0064  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9235e-05 - mae: 0.0065  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9672e-05 - mae: 0.0065  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9859e-05 - mae: 0.0065  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9765e-05 - mae: 0.0065  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9572e-05 - mae: 0.0065  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9334e-05 - mae: 0.0065  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9165e-05 - mae: 0.0065  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9029e-05 - mae: 0.0065  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8936e-05 - mae: 0.0065  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8884e-05 - mae: 0.0065  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8821e-05 - mae: 0.0065  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8864e-05 - mae: 0.0065  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8905e-05 - mae: 0.0065 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9032e-05 - mae: 0.0065 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9110e-05 - mae: 0.0065 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9214e-05 - mae: 0.0065 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9317e-05 - mae: 0.0065 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9376e-05 - mae: 0.0065 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9436e-05 - mae: 0.0066 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9500e-05 - mae: 0.0066 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9587e-05 - mae: 0.0066 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9674e-05 - mae: 0.0066 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9810e-05 - mae: 0.0066 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9928e-05 - mae: 0.0066 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0045e-05 - mae: 0.0066 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0136e-05 - mae: 0.0066 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0214e-05 - mae: 0.0066 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0277e-05 - mae: 0.0066 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0338e-05 - mae: 0.0066 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0396e-05 - mae: 0.0066 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0476e-05 - mae: 0.0066 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0538e-05 - mae: 0.0066 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0604e-05 - mae: 0.0066 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0660e-05 - mae: 0.0067 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0707e-05 - mae: 0.0067 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0752e-05 - mae: 0.0067 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0783e-05 - mae: 0.0067 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0803e-05 - mae: 0.0067 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0814e-05 - mae: 0.0067 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0829e-05 - mae: 0.0067 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0850e-05 - mae: 0.0067 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0873e-05 - mae: 0.0067 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0892e-05 - mae: 0.0067 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0903e-05 - mae: 0.0067 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0935e-05 - mae: 0.0067 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0963e-05 - mae: 0.0067 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1000e-05 - mae: 0.0067 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1051e-05 - mae: 0.0067 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1172e-05 - mae: 0.0067 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1285e-05 - mae: 0.0067 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1395e-05 - mae: 0.0067 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1498e-05 - mae: 0.0067 303/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1591e-05 - mae: 0.0067 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1677e-05 - mae: 0.0067 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1759e-05 - mae: 0.0067 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1852e-05 - mae: 0.0067 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2025e-05 - mae: 0.0067 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.7635e-05 - mae: 0.0068 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7654e-05 - mae: 0.0068 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7672e-05 - mae: 0.0068 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7690e-05 - mae: 0.0068 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7708e-05 - mae: 0.0068 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7725e-05 - mae: 0.0068 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7742e-05 - mae: 0.0068 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7759e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7776e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7779e-05 - mae: 0.0068 - val_loss: 3.1507e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 101/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 4.8032e-05 - mae: 0.0055  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9962e-05 - mae: 0.0060   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.1298e-05 - mae: 0.0062  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.4379e-05 - mae: 0.0065  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6245e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8486e-05 - mae: 0.0068  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1515e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3138e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3996e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4757e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5423e-05 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5804e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5995e-05 - mae: 0.0069  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6094e-05 - mae: 0.0069  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6134e-05 - mae: 0.0070  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6197e-05 - mae: 0.0070  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6257e-05 - mae: 0.0070  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6428e-05 - mae: 0.0070  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6560e-05 - mae: 0.0070  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6647e-05 - mae: 0.0070 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6769e-05 - mae: 0.0070 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6865e-05 - mae: 0.0070 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6931e-05 - mae: 0.0070 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6974e-05 - mae: 0.0070 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6971e-05 - mae: 0.0070 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6950e-05 - mae: 0.0070 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6943e-05 - mae: 0.0070 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6961e-05 - mae: 0.0070 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6976e-05 - mae: 0.0070 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6980e-05 - mae: 0.0070 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6973e-05 - mae: 0.0070 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6944e-05 - mae: 0.0070 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6903e-05 - mae: 0.0070 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7061e-05 - mae: 0.0070 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7296e-05 - mae: 0.0071 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7456e-05 - mae: 0.0071 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7587e-05 - mae: 0.0071 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7699e-05 - mae: 0.0071 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7825e-05 - mae: 0.0071 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8241e-05 - mae: 0.0071 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8598e-05 - mae: 0.0071 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8922e-05 - mae: 0.0071 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9219e-05 - mae: 0.0071 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9495e-05 - mae: 0.0071 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9814e-05 - mae: 0.0071 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0056e-05 - mae: 0.0071 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0323e-05 - mae: 0.0071 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0566e-05 - mae: 0.0071 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0781e-05 - mae: 0.0071 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1016e-05 - mae: 0.0071 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1221e-05 - mae: 0.0071 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1415e-05 - mae: 0.0071 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1636e-05 - mae: 0.0071 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1825e-05 - mae: 0.0071 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1996e-05 - mae: 0.0071 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2148e-05 - mae: 0.0071 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2286e-05 - mae: 0.0071 298/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2438e-05 - mae: 0.0071 303/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.4964e-05 - mae: 0.0070 - val_loss: 3.1394e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 102/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 3.2943e-05 - mae: 0.0055  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2835e-05 - mae: 0.0071   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9933e-05 - mae: 0.0069  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8248e-05 - mae: 0.0068  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.7562e-05 - mae: 0.0068  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8727e-05 - mae: 0.0068  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9388e-05 - mae: 0.0068  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9679e-05 - mae: 0.0068  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0108e-05 - mae: 0.0068  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0511e-05 - mae: 0.0068  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0843e-05 - mae: 0.0068  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1660e-05 - mae: 0.0068  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2240e-05 - mae: 0.0068  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2771e-05 - mae: 0.0069  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3084e-05 - mae: 0.0069  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3311e-05 - mae: 0.0069  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3532e-05 - mae: 0.0069  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3746e-05 - mae: 0.0069  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3890e-05 - mae: 0.0069  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4003e-05 - mae: 0.0069 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4148e-05 - mae: 0.0069 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4243e-05 - mae: 0.0069 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4280e-05 - mae: 0.0069 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4296e-05 - mae: 0.0069 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4309e-05 - mae: 0.0069 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4316e-05 - mae: 0.0069 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4314e-05 - mae: 0.0069 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4305e-05 - mae: 0.0069 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4302e-05 - mae: 0.0069 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4352e-05 - mae: 0.0069 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4408e-05 - mae: 0.0069 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4470e-05 - mae: 0.0069 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4531e-05 - mae: 0.0069 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4571e-05 - mae: 0.0069 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4632e-05 - mae: 0.0069 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4698e-05 - mae: 0.0069 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4760e-05 - mae: 0.0069 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4816e-05 - mae: 0.0069 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4864e-05 - mae: 0.0069 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4909e-05 - mae: 0.0069 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4940e-05 - mae: 0.0069 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4950e-05 - mae: 0.0069 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4954e-05 - mae: 0.0069 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4954e-05 - mae: 0.0069 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4945e-05 - mae: 0.0069 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4946e-05 - mae: 0.0069 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4980e-05 - mae: 0.0069 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5047e-05 - mae: 0.0069 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5125e-05 - mae: 0.0069 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5189e-05 - mae: 0.0069 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5250e-05 - mae: 0.0069 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5300e-05 - mae: 0.0070 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5348e-05 - mae: 0.0070 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.8609e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8620e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8631e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8644e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8655e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8663e-05 - mae: 0.0070 - val_loss: 3.1379e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 103/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 4.8799e-05 - mae: 0.0063  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0837e-05 - mae: 0.0066   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8732e-05 - mae: 0.0064  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9473e-05 - mae: 0.0064  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0959e-05 - mae: 0.0065  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1949e-05 - mae: 0.0065  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2715e-05 - mae: 0.0066  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3736e-05 - mae: 0.0066  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4713e-05 - mae: 0.0066  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5419e-05 - mae: 0.0067  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6124e-05 - mae: 0.0067  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6620e-05 - mae: 0.0067  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6943e-05 - mae: 0.0067  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7201e-05 - mae: 0.0067  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7376e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7460e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7533e-05 - mae: 0.0067  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7687e-05 - mae: 0.0067  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8017e-05 - mae: 0.0068  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8351e-05 - mae: 0.0068 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8691e-05 - mae: 0.0068 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8970e-05 - mae: 0.0068 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9222e-05 - mae: 0.0068 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9480e-05 - mae: 0.0068 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9694e-05 - mae: 0.0068 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9884e-05 - mae: 0.0068 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0083e-05 - mae: 0.0068 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0260e-05 - mae: 0.0068 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0419e-05 - mae: 0.0068 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0566e-05 - mae: 0.0068 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0671e-05 - mae: 0.0068 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0952e-05 - mae: 0.0068 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1174e-05 - mae: 0.0068 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1371e-05 - mae: 0.0068 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1550e-05 - mae: 0.0068 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1718e-05 - mae: 0.0068 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1877e-05 - mae: 0.0068 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2092e-05 - mae: 0.0068 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2375e-05 - mae: 0.0068 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2666e-05 - mae: 0.0068 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2938e-05 - mae: 0.0069 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3192e-05 - mae: 0.0069 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3431e-05 - mae: 0.0069 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3649e-05 - mae: 0.0069 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3856e-05 - mae: 0.0069 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4048e-05 - mae: 0.0069 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4231e-05 - mae: 0.0069 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4395e-05 - mae: 0.0069 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.9893e-05 - mae: 0.0070 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9909e-05 - mae: 0.0070 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9925e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9940e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9954e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9968e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9981e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9995e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0010e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0023e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0036e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0049e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0062e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0074e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0086e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0096e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.0099e-05 - mae: 0.0070 - val_loss: 3.1398e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 104/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 3.4966e-05 - mae: 0.0048  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3577e-05 - mae: 0.0066   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.1753e-05 - mae: 0.0064  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0579e-05 - mae: 0.0065  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 9.6095e-05 - mae: 0.0066  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0239e-04 - mae: 0.0066  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0486e-04 - mae: 0.0067  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0638e-04 - mae: 0.0067  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0719e-04 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0715e-04 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0671e-04 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0586e-04 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0508e-04 - mae: 0.0069  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0441e-04 - mae: 0.0070  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0389e-04 - mae: 0.0070  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0328e-04 - mae: 0.0070  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0262e-04 - mae: 0.0070  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0183e-04 - mae: 0.0070  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0108e-04 - mae: 0.0071 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0035e-04 - mae: 0.0071 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9722e-05 - mae: 0.0071 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8941e-05 - mae: 0.0071 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8301e-05 - mae: 0.0071 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7581e-05 - mae: 0.0071 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6997e-05 - mae: 0.0071 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6450e-05 - mae: 0.0071 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5903e-05 - mae: 0.0071 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5371e-05 - mae: 0.0071 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4852e-05 - mae: 0.0071 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4342e-05 - mae: 0.0071 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3887e-05 - mae: 0.0071 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3469e-05 - mae: 0.0071 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3071e-05 - mae: 0.0071 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2681e-05 - mae: 0.0071 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2293e-05 - mae: 0.0071 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1917e-05 - mae: 0.0071 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1542e-05 - mae: 0.0071 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.6224e-05 - mae: 0.0070 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.6191e-05 - mae: 0.0070 771/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.6158e-05 - mae: 0.0070 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.6125e-05 - mae: 0.0070 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.6095e-05 - mae: 0.0070 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.6066e-05 - mae: 0.0070 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.6036e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.6000e-05 - mae: 0.0070 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5971e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5941e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5911e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5880e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5848e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5816e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5785e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5753e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5720e-05 - mae: 0.0070 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5689e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5658e-05 - mae: 0.0070 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5627e-05 - mae: 0.0070 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5595e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5564e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5533e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5503e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.5474e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.5456e-05 - mae: 0.0070 - val_loss: 3.1429e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 105/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 3.0675e-05 - mae: 0.0050  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.7646e-05 - mae: 0.0059   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.2706e-05 - mae: 0.0062  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.5965e-05 - mae: 0.0064  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7523e-05 - mae: 0.0065  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7642e-05 - mae: 0.0065  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7620e-05 - mae: 0.0065  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7673e-05 - mae: 0.0066  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7678e-05 - mae: 0.0066  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7867e-05 - mae: 0.0066  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8172e-05 - mae: 0.0066  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8552e-05 - mae: 0.0066  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8784e-05 - mae: 0.0066  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9007e-05 - mae: 0.0067  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9172e-05 - mae: 0.0067  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9298e-05 - mae: 0.0067  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9410e-05 - mae: 0.0067  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9538e-05 - mae: 0.0067  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9709e-05 - mae: 0.0067  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9911e-05 - mae: 0.0067 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1092e-05 - mae: 0.0068 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2328e-05 - mae: 0.0068 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3371e-05 - mae: 0.0068 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4304e-05 - mae: 0.0068 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5123e-05 - mae: 0.0068 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5837e-05 - mae: 0.0068 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6444e-05 - mae: 0.0068 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6969e-05 - mae: 0.0069 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7416e-05 - mae: 0.0069 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7799e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8146e-05 - mae: 0.0069 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8518e-05 - mae: 0.0069 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8823e-05 - mae: 0.0069 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9086e-05 - mae: 0.0069 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9309e-05 - mae: 0.0069 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9492e-05 - mae: 0.0069 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9642e-05 - mae: 0.0069 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9771e-05 - mae: 0.0069 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9882e-05 - mae: 0.0069 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9980e-05 - mae: 0.0069 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0091e-05 - mae: 0.0069 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0197e-05 - mae: 0.0069 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0297e-05 - mae: 0.0069 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0393e-05 - mae: 0.0069 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0452e-05 - mae: 0.0069 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0504e-05 - mae: 0.0069 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0542e-05 - mae: 0.0069 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0578e-05 - mae: 0.0069 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0603e-05 - mae: 0.0069 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0617e-05 - mae: 0.0069 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0626e-05 - mae: 0.0069 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0626e-05 - mae: 0.0069 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0619e-05 - mae: 0.0069 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0607e-05 - mae: 0.0069 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0610e-05 - mae: 0.0069 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0605e-05 - mae: 0.0069 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.0575e-05 - mae: 0.0069 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0572e-05 - mae: 0.0069 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0567e-05 - mae: 0.0069 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0561e-05 - mae: 0.0069 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0550e-05 - mae: 0.0069 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0539e-05 - mae: 0.0069 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0527e-05 - mae: 0.0069 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0517e-05 - mae: 0.0069 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0507e-05 - mae: 0.0069 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0499e-05 - mae: 0.0069 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0491e-05 - mae: 0.0069 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0479e-05 - mae: 0.0069 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0483e-05 - mae: 0.0069 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0507e-05 - mae: 0.0069 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0528e-05 - mae: 0.0069 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0545e-05 - mae: 0.0069 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0561e-05 - mae: 0.0069 441/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0573e-05 - mae: 0.0069 446/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0582e-05 - mae: 0.0069 451/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0589e-05 - mae: 0.0069 456/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0594e-05 - mae: 0.0069 461/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0596e-05 - mae: 0.0069 466/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0596e-05 - mae: 0.0069 471/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0593e-05 - mae: 0.0069 477/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0587e-05 - mae: 0.0069 482/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0582e-05 - mae: 0.0069 488/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0575e-05 - mae: 0.0069 493/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0571e-05 - mae: 0.0069 498/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0571e-05 - mae: 0.0069 503/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0569e-05 - mae: 0.0069 508/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0568e-05 - mae: 0.0069 513/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0565e-05 - mae: 0.0069 518/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0560e-05 - mae: 0.0069 523/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0556e-05 - mae: 0.0069 528/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0553e-05 - mae: 0.0069 533/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0550e-05 - mae: 0.0069 539/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0546e-05 - mae: 0.0069 544/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0542e-05 - mae: 0.0069 549/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0537e-05 - mae: 0.0069 554/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0544e-05 - mae: 0.0069 559/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0553e-05 - mae: 0.0069 564/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0561e-05 - mae: 0.0069 569/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.0751e-05 - mae: 0.0069 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0751e-05 - mae: 0.0069 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0750e-05 - mae: 0.0069 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0750e-05 - mae: 0.0069 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0748e-05 - mae: 0.0069 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0747e-05 - mae: 0.0069 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0746e-05 - mae: 0.0069 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0745e-05 - mae: 0.0069 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0745e-05 - mae: 0.0069 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0749e-05 - mae: 0.0069 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0754e-05 - mae: 0.0069 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0758e-05 - mae: 0.0069 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0762e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0765e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0767e-05 - mae: 0.0069 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0770e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0772e-05 - mae: 0.0069 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0774e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0775e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0776e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0778e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0779e-05 - mae: 0.0069 - val_loss: 3.1404e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 106/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 8.8980e-05 - mae: 0.0092  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 7.3723e-05 - mae: 0.0079   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2420e-05 - mae: 0.0078  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1526e-05 - mae: 0.0078  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2141e-05 - mae: 0.0078  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1841e-05 - mae: 0.0077  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1537e-05 - mae: 0.0077  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1391e-05 - mae: 0.0076  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1204e-05 - mae: 0.0076  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0855e-05 - mae: 0.0076  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0370e-05 - mae: 0.0076  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9917e-05 - mae: 0.0075  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9622e-05 - mae: 0.0075  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9274e-05 - mae: 0.0075  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9172e-05 - mae: 0.0074  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9120e-05 - mae: 0.0074  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8939e-05 - mae: 0.0074  91/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8693e-05 - mae: 0.0074  96/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.9256e-05 - mae: 0.0071 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9272e-05 - mae: 0.0071 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9285e-05 - mae: 0.0071 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9300e-05 - mae: 0.0071 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9314e-05 - mae: 0.0071 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9325e-05 - mae: 0.0071 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9337e-05 - mae: 0.0071 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9348e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9359e-05 - mae: 0.0071 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9369e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9378e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9386e-05 - mae: 0.0071 - val_loss: 3.1409e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 107/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 6.3225e-05 - mae: 0.0065  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.8746e-05 - mae: 0.0058   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.5910e-05 - mae: 0.0061  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7640e-05 - mae: 0.0065  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1679e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3064e-05 - mae: 0.0068  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3137e-05 - mae: 0.0068  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2639e-05 - mae: 0.0068  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1893e-05 - mae: 0.0068  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1163e-05 - mae: 0.0068  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0704e-05 - mae: 0.0068  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0390e-05 - mae: 0.0068  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9949e-05 - mae: 0.0068  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9734e-05 - mae: 0.0068  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 6.8655e-05 - mae: 0.0068 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8563e-05 - mae: 0.0068 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8488e-05 - mae: 0.0068 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8391e-05 - mae: 0.0068 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8338e-05 - mae: 0.0068 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8275e-05 - mae: 0.0068 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8235e-05 - mae: 0.0068 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8194e-05 - mae: 0.0068 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8146e-05 - mae: 0.0068 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8108e-05 - mae: 0.0068 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8067e-05 - mae: 0.0068 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8028e-05 - mae: 0.0068 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7985e-05 - mae: 0.0068 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7938e-05 - mae: 0.0068 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.9399e-05 - mae: 0.0069 673/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9443e-05 - mae: 0.0069 678/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9486e-05 - mae: 0.0069 684/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.9537e-05 - mae: 0.0069 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9586e-05 - mae: 0.0069 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9624e-05 - mae: 0.0069 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9668e-05 - mae: 0.0070 706/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9703e-05 - mae: 0.0070 711/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9737e-05 - mae: 0.0070 716/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9770e-05 - mae: 0.0070 722/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9810e-05 - mae: 0.0070 727/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9842e-05 - mae: 0.0070 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9880e-05 - mae: 0.0070 738/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9910e-05 - mae: 0.0070 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9939e-05 - mae: 0.0070 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9968e-05 - mae: 0.0070 754/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0000e-05 - mae: 0.0070 760/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0032e-05 - mae: 0.0070 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0061e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0091e-05 - mae: 0.0070 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0119e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0142e-05 - mae: 0.0070 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0168e-05 - mae: 0.0070 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0192e-05 - mae: 0.0070 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0212e-05 - mae: 0.0070 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0230e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0246e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0262e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0281e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0299e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0313e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0330e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0346e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0362e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0375e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0386e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0399e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0408e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0418e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0427e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0435e-05 - mae: 0.0070 - val_loss: 3.1400e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 108/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 38ms/step - loss: 7.9151e-05 - mae: 0.0092  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 8.5519e-05 - mae: 0.0090   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9546e-05 - mae: 0.0084  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7211e-05 - mae: 0.0082  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4926e-05 - mae: 0.0080  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3034e-05 - mae: 0.0079  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1601e-05 - mae: 0.0077  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0400e-05 - mae: 0.0077  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9520e-05 - mae: 0.0076  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8737e-05 - mae: 0.0075  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8187e-05 - mae: 0.0075  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7696e-05 - mae: 0.0074  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7312e-05 - mae: 0.0074  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6895e-05 - mae: 0.0074  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6573e-05 - mae: 0.0073  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6385e-05 - mae: 0.0073  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6201e-05 - mae: 0.0073  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5992e-05 - mae: 0.0073  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5762e-05 - mae: 0.0073 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5547e-05 - mae: 0.0073 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5361e-05 - mae: 0.0073 110/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5221e-05 - mae: 0.0073 115/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5057e-05 - mae: 0.0072 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4918e-05 - mae: 0.0072 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4802e-05 - mae: 0.0072 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4694e-05 - mae: 0.0072 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4619e-05 - mae: 0.0072 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4547e-05 - mae: 0.0072 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4439e-05 - mae: 0.0072 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4324e-05 - mae: 0.0072 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4254e-05 - mae: 0.0072 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4184e-05 - mae: 0.0072 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4102e-05 - mae: 0.0072 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4020e-05 - mae: 0.0072 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3954e-05 - mae: 0.0072 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3884e-05 - mae: 0.0072 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3820e-05 - mae: 0.0071 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3755e-05 - mae: 0.0071 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3688e-05 - mae: 0.0071 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3627e-05 - mae: 0.0071 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3578e-05 - mae: 0.0071 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.5927e-05 - mae: 0.0071 667/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.5951e-05 - mae: 0.0071 672/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.5974e-05 - mae: 0.0070 677/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.5997e-05 - mae: 0.0070 682/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6018e-05 - mae: 0.0070 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6043e-05 - mae: 0.0070 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6064e-05 - mae: 0.0070 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6085e-05 - mae: 0.0070 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6104e-05 - mae: 0.0070 709/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6128e-05 - mae: 0.0070 714/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6147e-05 - mae: 0.0070 720/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6169e-05 - mae: 0.0070 726/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6190e-05 - mae: 0.0070 731/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6205e-05 - mae: 0.0070 737/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6223e-05 - mae: 0.0070 742/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6238e-05 - mae: 0.0070 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6256e-05 - mae: 0.0070 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6270e-05 - mae: 0.0070 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6283e-05 - mae: 0.0070 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6294e-05 - mae: 0.0070 769/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6307e-05 - mae: 0.0070 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6319e-05 - mae: 0.0070 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6329e-05 - mae: 0.0070 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6339e-05 - mae: 0.0070 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6349e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6355e-05 - mae: 0.0070 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6362e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6384e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6406e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6428e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6449e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6470e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6490e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6514e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6535e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6558e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6580e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6601e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6626e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6646e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6669e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6691e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.6706e-05 - mae: 0.0070 - val_loss: 3.1356e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 109/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 3.6753e-05 - mae: 0.0058  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6695e-05 - mae: 0.0069   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0699e-05 - mae: 0.0071  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9408e-05 - mae: 0.0069  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8186e-05 - mae: 0.0068  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7620e-05 - mae: 0.0068  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7294e-05 - mae: 0.0068  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7201e-05 - mae: 0.0068  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7121e-05 - mae: 0.0068  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7049e-05 - mae: 0.0068  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7147e-05 - mae: 0.0068  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7400e-05 - mae: 0.0068  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7737e-05 - mae: 0.0068  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8064e-05 - mae: 0.0068  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8290e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8587e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8760e-05 - mae: 0.0068  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8922e-05 - mae: 0.0068  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9024e-05 - mae: 0.0068  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9086e-05 - mae: 0.0068 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9110e-05 - mae: 0.0068 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9079e-05 - mae: 0.0068 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9041e-05 - mae: 0.0068 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9016e-05 - mae: 0.0068 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8993e-05 - mae: 0.0068 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8952e-05 - mae: 0.0068 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8963e-05 - mae: 0.0068 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8963e-05 - mae: 0.0068 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8944e-05 - mae: 0.0068 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8930e-05 - mae: 0.0068 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8926e-05 - mae: 0.0068 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8920e-05 - mae: 0.0068 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8911e-05 - mae: 0.0068 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8921e-05 - mae: 0.0068 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8945e-05 - mae: 0.0068 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8963e-05 - mae: 0.0067 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8977e-05 - mae: 0.0067 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8989e-05 - mae: 0.0067 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8997e-05 - mae: 0.0067 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.6726e-05 - mae: 0.0068 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6759e-05 - mae: 0.0068 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6792e-05 - mae: 0.0068 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6830e-05 - mae: 0.0068 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6861e-05 - mae: 0.0068 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6896e-05 - mae: 0.0068 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6932e-05 - mae: 0.0068 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6960e-05 - mae: 0.0068 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6988e-05 - mae: 0.0068 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7014e-05 - mae: 0.0068 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7046e-05 - mae: 0.0068 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7076e-05 - mae: 0.0068 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7106e-05 - mae: 0.0068 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7134e-05 - mae: 0.0068 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7157e-05 - mae: 0.0068 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7185e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7212e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7217e-05 - mae: 0.0068 - val_loss: 3.1369e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 110/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 5.1510e-05 - mae: 0.0070  6/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.8588e-05 - mae: 0.0079  12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7334e-05 - mae: 0.0077   17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.5784e-05 - mae: 0.0075  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.4136e-05 - mae: 0.0073  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4150e-05 - mae: 0.0073  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4487e-05 - mae: 0.0073  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4461e-05 - mae: 0.0072  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4484e-05 - mae: 0.0072  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5690e-05 - mae: 0.0072  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7779e-05 - mae: 0.0072  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9396e-05 - mae: 0.0072  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0623e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1547e-05 - mae: 0.0073  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2195e-05 - mae: 0.0072  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2615e-05 - mae: 0.0072  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2816e-05 - mae: 0.0072  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2903e-05 - mae: 0.0072  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2912e-05 - mae: 0.0072 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2884e-05 - mae: 0.0072 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2790e-05 - mae: 0.0072 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2681e-05 - mae: 0.0072 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2541e-05 - mae: 0.0072 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2383e-05 - mae: 0.0071 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2208e-05 - mae: 0.0071 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2015e-05 - mae: 0.0071 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1818e-05 - mae: 0.0071 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1674e-05 - mae: 0.0071 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1527e-05 - mae: 0.0071 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1393e-05 - mae: 0.0071 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1266e-05 - mae: 0.0071 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1147e-05 - mae: 0.0071 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0985e-05 - mae: 0.0071 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0854e-05 - mae: 0.0071 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0704e-05 - mae: 0.0071 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0553e-05 - mae: 0.0071 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7631e-05 - mae: 0.0070 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7640e-05 - mae: 0.0070 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7648e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7658e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7667e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7676e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7688e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7696e-05 - mae: 0.0070 - val_loss: 3.1347e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 111/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 6.0079e-05 - mae: 0.0055  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.0256e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7723e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7714e-05 - mae: 0.0067  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8001e-05 - mae: 0.0067  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8113e-05 - mae: 0.0068  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8837e-05 - mae: 0.0068  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9129e-05 - mae: 0.0068  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9393e-05 - mae: 0.0068  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9453e-05 - mae: 0.0067  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9409e-05 - mae: 0.0067  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9731e-05 - mae: 0.0067  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9888e-05 - mae: 0.0067  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0064e-05 - mae: 0.0067  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0322e-05 - mae: 0.0067  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0719e-05 - mae: 0.0067  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1016e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1240e-05 - mae: 0.0068  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1418e-05 - mae: 0.0068  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1721e-05 - mae: 0.0068 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1972e-05 - mae: 0.0068 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2158e-05 - mae: 0.0068 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2304e-05 - mae: 0.0068 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2413e-05 - mae: 0.0068 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2505e-05 - mae: 0.0068 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2603e-05 - mae: 0.0068 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2687e-05 - mae: 0.0068 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2763e-05 - mae: 0.0068 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2848e-05 - mae: 0.0068 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2917e-05 - mae: 0.0068 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2978e-05 - mae: 0.0068 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3027e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7436e-05 - mae: 0.0069 670/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7447e-05 - mae: 0.0069 675/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7457e-05 - mae: 0.0069 680/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7467e-05 - mae: 0.0069 685/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7475e-05 - mae: 0.0069 690/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7485e-05 - mae: 0.0069 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7493e-05 - mae: 0.0069 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7501e-05 - mae: 0.0069 705/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7508e-05 - mae: 0.0069 710/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7516e-05 - mae: 0.0069 715/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7522e-05 - mae: 0.0069 720/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7529e-05 - mae: 0.0069 725/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7534e-05 - mae: 0.0069 730/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7540e-05 - mae: 0.0069 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7546e-05 - mae: 0.0069 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7555e-05 - mae: 0.0069 745/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7563e-05 - mae: 0.0069 750/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7570e-05 - mae: 0.0069 755/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7577e-05 - mae: 0.0069 760/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7583e-05 - mae: 0.0069 765/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7589e-05 - mae: 0.0069 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7594e-05 - mae: 0.0069 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7601e-05 - mae: 0.0069 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7607e-05 - mae: 0.0069 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7613e-05 - mae: 0.0069 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7618e-05 - mae: 0.0069 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7622e-05 - mae: 0.0069 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7626e-05 - mae: 0.0069 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7629e-05 - mae: 0.0069 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7633e-05 - mae: 0.0069 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7636e-05 - mae: 0.0069 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7638e-05 - mae: 0.0069 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7639e-05 - mae: 0.0069 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7640e-05 - mae: 0.0069 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7644e-05 - mae: 0.0069 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7652e-05 - mae: 0.0069 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7665e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7677e-05 - mae: 0.0069 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7688e-05 - mae: 0.0069 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7700e-05 - mae: 0.0069 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7711e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7723e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7735e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7746e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.7756e-05 - mae: 0.0069 - val_loss: 3.1347e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 112/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 1.6037e-05 - mae: 0.0022  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.0824e-05 - mae: 0.0047   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.9726e-05 - mae: 0.0054  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.3476e-05 - mae: 0.0058  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.4869e-05 - mae: 0.0060  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6427e-05 - mae: 0.0061  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7529e-05 - mae: 0.0062  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8127e-05 - mae: 0.0063  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8990e-05 - mae: 0.0064  46/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9851e-05 - mae: 0.0064  51/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0608e-05 - mae: 0.0065  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1158e-05 - mae: 0.0065  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1467e-05 - mae: 0.0066  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1643e-05 - mae: 0.0066  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1743e-05 - mae: 0.0066  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1781e-05 - mae: 0.0066  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1895e-05 - mae: 0.0067  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1992e-05 - mae: 0.0067  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2119e-05 - mae: 0.0067  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2199e-05 - mae: 0.0067 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2247e-05 - mae: 0.0067 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2314e-05 - mae: 0.0067 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2439e-05 - mae: 0.0067 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2575e-05 - mae: 0.0067 121/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2668e-05 - mae: 0.0067 126/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2760e-05 - mae: 0.0067 131/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2848e-05 - mae: 0.0067 136/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2913e-05 - mae: 0.0068 141/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2958e-05 - mae: 0.0068 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2995e-05 - mae: 0.0068 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3015e-05 - mae: 0.0068 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3068e-05 - mae: 0.0068 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3087e-05 - mae: 0.0068 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3078e-05 - mae: 0.0068 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3065e-05 - mae: 0.0068 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3051e-05 - mae: 0.0068 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3039e-05 - mae: 0.0068 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3030e-05 - mae: 0.0068 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3026e-05 - mae: 0.0068 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3017e-05 - mae: 0.0068 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3007e-05 - mae: 0.0068 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2995e-05 - mae: 0.0068 216/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2978e-05 - mae: 0.0068 221/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2961e-05 - mae: 0.0068 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2936e-05 - mae: 0.0068 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2909e-05 - mae: 0.0068 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2881e-05 - mae: 0.0068 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2865e-05 - mae: 0.0068 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2855e-05 - mae: 0.0068 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2836e-05 - mae: 0.0068 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2809e-05 - mae: 0.0068 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2793e-05 - mae: 0.0068 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2787e-05 - mae: 0.0068 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2782e-05 - mae: 0.0068 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2780e-05 - mae: 0.0068 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2770e-05 - mae: 0.0068 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2755e-05 - mae: 0.0068 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2758e-05 - mae: 0.0068 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2764e-05 - mae: 0.0068 303/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2778e-05 - mae: 0.0068 309/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2797e-05 - mae: 0.0068 315/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2814e-05 - mae: 0.0068 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2827e-05 - mae: 0.0068 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2842e-05 - mae: 0.0068 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2858e-05 - mae: 0.0068 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2875e-05 - mae: 0.0068 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2891e-05 - mae: 0.0068 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2907e-05 - mae: 0.0068 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2923e-05 - mae: 0.0068 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2938e-05 - mae: 0.0068 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2951e-05 - mae: 0.0068 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2967e-05 - mae: 0.0068 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2984e-05 - mae: 0.0068 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.3001e-05 - mae: 0.0068 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.3020e-05 - mae: 0.0068 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.3036e-05 - mae: 0.0068 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.3050e-05 - mae: 0.0068 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.3061e-05 - mae: 0.0068 400/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.3070e-05 - mae: 0.0068 406/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - 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loss: 6.3199e-05 - mae: 0.0068 484/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3208e-05 - mae: 0.0068 489/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3214e-05 - mae: 0.0068 494/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3220e-05 - mae: 0.0068 500/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3226e-05 - mae: 0.0068 505/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3230e-05 - mae: 0.0068 510/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3236e-05 - mae: 0.0068 515/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3242e-05 - mae: 0.0068 520/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3247e-05 - mae: 0.0068 525/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3252e-05 - mae: 0.0068 530/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3257e-05 - mae: 0.0068 535/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3263e-05 - mae: 0.0068 540/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3287e-05 - mae: 0.0068 545/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3311e-05 - mae: 0.0068 550/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.4929e-05 - mae: 0.0069 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4962e-05 - mae: 0.0069 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4996e-05 - mae: 0.0069 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5028e-05 - mae: 0.0069 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5060e-05 - mae: 0.0069 788/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5091e-05 - mae: 0.0069 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5122e-05 - mae: 0.0069 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5159e-05 - mae: 0.0069 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5190e-05 - mae: 0.0069 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5220e-05 - mae: 0.0069 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5251e-05 - mae: 0.0069 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5282e-05 - mae: 0.0069 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5311e-05 - mae: 0.0069 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5339e-05 - mae: 0.0069 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5367e-05 - mae: 0.0069 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5394e-05 - mae: 0.0069 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5420e-05 - mae: 0.0069 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5446e-05 - mae: 0.0069 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5477e-05 - mae: 0.0069 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5508e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5537e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5566e-05 - mae: 0.0069 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5594e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5622e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5651e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.5656e-05 - mae: 0.0069 - val_loss: 3.1336e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 113/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 4.4186e-05 - mae: 0.0059  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 4.5384e-05 - mae: 0.0059   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8599e-05 - mae: 0.0061  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9960e-05 - mae: 0.0062  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1085e-05 - mae: 0.0063  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3750e-05 - mae: 0.0065  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8630e-05 - mae: 0.0066  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1757e-05 - mae: 0.0068  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3883e-05 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5366e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6301e-05 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6901e-05 - mae: 0.0070  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7326e-05 - mae: 0.0070  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7751e-05 - mae: 0.0070  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8052e-05 - mae: 0.0070  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8209e-05 - mae: 0.0071  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8263e-05 - mae: 0.0071  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8269e-05 - mae: 0.0071  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8255e-05 - mae: 0.0071  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8304e-05 - mae: 0.0071 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8364e-05 - mae: 0.0071 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8397e-05 - mae: 0.0071 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8384e-05 - mae: 0.0071 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8353e-05 - mae: 0.0071 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8300e-05 - mae: 0.0071 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8221e-05 - mae: 0.0071 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8127e-05 - mae: 0.0071 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8000e-05 - mae: 0.0071 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7853e-05 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7720e-05 - mae: 0.0071 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7625e-05 - mae: 0.0071 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7528e-05 - mae: 0.0071 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7482e-05 - mae: 0.0071 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7640e-05 - mae: 0.0071 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7861e-05 - mae: 0.0071 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8059e-05 - mae: 0.0071 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8258e-05 - mae: 0.0071 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8453e-05 - mae: 0.0071 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8648e-05 - mae: 0.0071 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8842e-05 - mae: 0.0071 208/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9009e-05 - mae: 0.0071 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9182e-05 - mae: 0.0071 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9339e-05 - mae: 0.0071 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9473e-05 - mae: 0.0071 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9589e-05 - mae: 0.0071 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9697e-05 - mae: 0.0071 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9811e-05 - mae: 0.0071 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9895e-05 - mae: 0.0071 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9969e-05 - mae: 0.0071 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0030e-05 - mae: 0.0071 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0086e-05 - mae: 0.0071 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0145e-05 - mae: 0.0071 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0199e-05 - mae: 0.0071 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0244e-05 - mae: 0.0071 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0293e-05 - mae: 0.0071 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0338e-05 - mae: 0.0071 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0382e-05 - mae: 0.0071 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0417e-05 - mae: 0.0071 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0453e-05 - mae: 0.0071 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0478e-05 - mae: 0.0071 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0503e-05 - mae: 0.0071 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0520e-05 - mae: 0.0071 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0541e-05 - mae: 0.0071 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0560e-05 - mae: 0.0071 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0574e-05 - mae: 0.0071 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0583e-05 - mae: 0.0071 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0587e-05 - mae: 0.0071 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0592e-05 - mae: 0.0071 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0591e-05 - mae: 0.0071 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0588e-05 - mae: 0.0071 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0584e-05 - mae: 0.0071 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0579e-05 - mae: 0.0071 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0574e-05 - mae: 0.0071 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0566e-05 - mae: 0.0071 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0554e-05 - mae: 0.0071 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0539e-05 - mae: 0.0071 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0527e-05 - mae: 0.0071 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0524e-05 - mae: 0.0071 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0520e-05 - mae: 0.0071 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0513e-05 - mae: 0.0071 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0508e-05 - mae: 0.0071 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0504e-05 - mae: 0.0071 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0502e-05 - mae: 0.0071 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0500e-05 - mae: 0.0071 435/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0496e-05 - mae: 0.0071 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0488e-05 - mae: 0.0071 445/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0479e-05 - mae: 0.0071 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0467e-05 - mae: 0.0071 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0452e-05 - mae: 0.0071 461/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0435e-05 - mae: 0.0071 466/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0422e-05 - mae: 0.0071 472/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0408e-05 - mae: 0.0071 477/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0398e-05 - mae: 0.0071 482/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0386e-05 - mae: 0.0071 488/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0371e-05 - mae: 0.0071 493/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0357e-05 - mae: 0.0071 498/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0343e-05 - mae: 0.0071 503/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0328e-05 - mae: 0.0071 508/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.9317e-05 - mae: 0.0070 726/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9294e-05 - mae: 0.0070 731/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9271e-05 - mae: 0.0070 736/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9252e-05 - mae: 0.0070 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9233e-05 - mae: 0.0070 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9214e-05 - mae: 0.0070 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9196e-05 - mae: 0.0070 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9179e-05 - mae: 0.0070 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9177e-05 - mae: 0.0070 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9177e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9176e-05 - mae: 0.0070 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9175e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9175e-05 - mae: 0.0070 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9175e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9174e-05 - mae: 0.0070 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9173e-05 - mae: 0.0070 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9172e-05 - mae: 0.0070 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9171e-05 - mae: 0.0070 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9169e-05 - mae: 0.0070 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9168e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9168e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9167e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9166e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9168e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9169e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9169e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9169e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9168e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9168e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9167e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9165e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9163e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9160e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9160e-05 - mae: 0.0070 - val_loss: 3.1346e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 114/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 5.0061e-05 - mae: 0.0069  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4574e-05 - mae: 0.0076   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4887e-05 - mae: 0.0075  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.3082e-05 - mae: 0.0074  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1661e-05 - mae: 0.0073  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.2270e-05 - mae: 0.0074  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.2139e-05 - mae: 0.0074  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.1393e-05 - mae: 0.0074  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.7566e-05 - mae: 0.0075  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1654e-05 - mae: 0.0075  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4287e-05 - mae: 0.0076  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6076e-05 - mae: 0.0076  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7522e-05 - mae: 0.0076  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.8524e-05 - mae: 0.0076  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9346e-05 - mae: 0.0076  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9853e-05 - mae: 0.0077  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0012e-04 - mae: 0.0077  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0026e-04 - mae: 0.0077  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0028e-04 - mae: 0.0077  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0016e-04 - mae: 0.0077 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9935e-05 - mae: 0.0077 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9701e-05 - mae: 0.0076 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9460e-05 - mae: 0.0076 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9166e-05 - mae: 0.0076 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8813e-05 - mae: 0.0076 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8512e-05 - mae: 0.0076 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8178e-05 - mae: 0.0076 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7838e-05 - mae: 0.0076 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7481e-05 - mae: 0.0076 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7096e-05 - mae: 0.0076 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6694e-05 - mae: 0.0076 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6305e-05 - mae: 0.0076 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5922e-05 - mae: 0.0076 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5465e-05 - mae: 0.0076 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5033e-05 - mae: 0.0075 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4672e-05 - mae: 0.0075 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4318e-05 - mae: 0.0075 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3966e-05 - mae: 0.0075 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3613e-05 - mae: 0.0075 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3259e-05 - mae: 0.0075 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2910e-05 - mae: 0.0075 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2570e-05 - mae: 0.0075 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2238e-05 - mae: 0.0075 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1913e-05 - mae: 0.0075 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1597e-05 - mae: 0.0075 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1288e-05 - mae: 0.0075 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.0993e-05 - mae: 0.0075 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.0744e-05 - mae: 0.0075 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.0500e-05 - mae: 0.0074 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.0256e-05 - mae: 0.0074 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.0012e-05 - mae: 0.0074 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.9771e-05 - mae: 0.0074 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.9537e-05 - mae: 0.0074 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.9311e-05 - mae: 0.0074 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.9088e-05 - mae: 0.0074 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.8870e-05 - mae: 0.0074 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.8651e-05 - mae: 0.0074 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.8436e-05 - mae: 0.0074 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.8221e-05 - mae: 0.0074 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.8005e-05 - mae: 0.0074 304/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.7787e-05 - mae: 0.0074 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.7570e-05 - mae: 0.0074 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.6761e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.6728e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.6721e-05 - mae: 0.0071 - val_loss: 3.1379e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 115/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 2.2481e-05 - mae: 0.0038  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.3324e-05 - mae: 0.0066   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3100e-05 - mae: 0.0065  19/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2822e-05 - mae: 0.0065  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2418e-05 - mae: 0.0065  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2594e-05 - mae: 0.0065  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2885e-05 - mae: 0.0065  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3297e-05 - mae: 0.0066  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3683e-05 - mae: 0.0066  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3809e-05 - mae: 0.0066  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3961e-05 - mae: 0.0066  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4297e-05 - mae: 0.0066  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4557e-05 - mae: 0.0066  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4801e-05 - mae: 0.0066  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5019e-05 - mae: 0.0066  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5315e-05 - mae: 0.0066  87/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5731e-05 - mae: 0.0066  92/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6100e-05 - mae: 0.0067  97/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6441e-05 - mae: 0.0067 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6741e-05 - mae: 0.0067 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7029e-05 - mae: 0.0067 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7285e-05 - mae: 0.0067 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7512e-05 - mae: 0.0067 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7702e-05 - mae: 0.0067 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7849e-05 - mae: 0.0067 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8141e-05 - mae: 0.0067 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8440e-05 - mae: 0.0067 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8695e-05 - mae: 0.0067 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8916e-05 - mae: 0.0067 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9117e-05 - mae: 0.0067 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9300e-05 - mae: 0.0067 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9504e-05 - mae: 0.0067 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9722e-05 - mae: 0.0067 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9920e-05 - mae: 0.0068 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0091e-05 - mae: 0.0068 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0237e-05 - mae: 0.0068 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0398e-05 - mae: 0.0068 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0561e-05 - mae: 0.0068 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0684e-05 - mae: 0.0068 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0798e-05 - mae: 0.0068 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0904e-05 - mae: 0.0068 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1006e-05 - mae: 0.0068 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1103e-05 - mae: 0.0068 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1193e-05 - mae: 0.0068 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1271e-05 - mae: 0.0068 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1339e-05 - mae: 0.0068 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1418e-05 - mae: 0.0068 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1479e-05 - mae: 0.0068 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1535e-05 - mae: 0.0068 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1596e-05 - mae: 0.0068 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1692e-05 - mae: 0.0068 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.8626e-05 - mae: 0.0069 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8636e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8647e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8661e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8672e-05 - mae: 0.0069 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8682e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8692e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8701e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8703e-05 - mae: 0.0069 - val_loss: 3.1383e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 116/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 7.3478e-05 - mae: 0.0083  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.9012e-05 - mae: 0.0078   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3075e-05 - mae: 0.0073  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0939e-05 - mae: 0.0071  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1025e-05 - mae: 0.0071  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0577e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0376e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0597e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0718e-05 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0803e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0945e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1214e-05 - mae: 0.0068  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1475e-05 - mae: 0.0068  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1693e-05 - mae: 0.0068  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1861e-05 - mae: 0.0068  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1957e-05 - mae: 0.0068  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2054e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2197e-05 - mae: 0.0068  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2317e-05 - mae: 0.0068  99/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2444e-05 - mae: 0.0068 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2610e-05 - mae: 0.0068 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2743e-05 - mae: 0.0069 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2828e-05 - mae: 0.0069 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2951e-05 - mae: 0.0069 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3043e-05 - mae: 0.0069 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3168e-05 - mae: 0.0069 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3290e-05 - mae: 0.0069 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3412e-05 - mae: 0.0069 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3541e-05 - mae: 0.0069 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3649e-05 - mae: 0.0069 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3733e-05 - mae: 0.0069 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3832e-05 - mae: 0.0069 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3914e-05 - mae: 0.0069 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3984e-05 - mae: 0.0069 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4054e-05 - mae: 0.0069 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4138e-05 - mae: 0.0069 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4209e-05 - mae: 0.0069 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4274e-05 - mae: 0.0069 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4328e-05 - mae: 0.0069 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4370e-05 - mae: 0.0069 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4402e-05 - mae: 0.0069 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4430e-05 - mae: 0.0069 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4455e-05 - mae: 0.0069 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4470e-05 - mae: 0.0069 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4488e-05 - mae: 0.0069 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.8649e-05 - mae: 0.0069 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8669e-05 - mae: 0.0069 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8686e-05 - mae: 0.0069 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8701e-05 - mae: 0.0069 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8715e-05 - mae: 0.0069 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8729e-05 - mae: 0.0069 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8745e-05 - mae: 0.0069 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8758e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8773e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8785e-05 - mae: 0.0069 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8796e-05 - mae: 0.0069 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8810e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8824e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8838e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8852e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8866e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8872e-05 - mae: 0.0069 - val_loss: 3.1361e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 117/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 45s 52ms/step - loss: 5.1383e-05 - mae: 0.0067  6/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 4.2695e-05 - mae: 0.0059  11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.4327e-05 - mae: 0.0060   16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.6765e-05 - mae: 0.0061  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.8571e-05 - mae: 0.0062  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.9588e-05 - mae: 0.0062  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.0305e-05 - mae: 0.0063  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1590e-05 - mae: 0.0063  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3370e-05 - mae: 0.0064  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4465e-05 - mae: 0.0064  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5302e-05 - mae: 0.0065  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6026e-05 - mae: 0.0065  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6532e-05 - mae: 0.0065  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7328e-05 - mae: 0.0066  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7961e-05 - mae: 0.0066  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8629e-05 - mae: 0.0066  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0267e-05 - mae: 0.0067  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2132e-05 - mae: 0.0067  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3436e-05 - mae: 0.0067 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4770e-05 - mae: 0.0068 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5873e-05 - mae: 0.0068 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6791e-05 - mae: 0.0068 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7584e-05 - mae: 0.0068 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8329e-05 - mae: 0.0068 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8976e-05 - mae: 0.0068 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9779e-05 - mae: 0.0069 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0360e-05 - mae: 0.0069 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0863e-05 - mae: 0.0069 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1310e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1707e-05 - mae: 0.0069 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2050e-05 - mae: 0.0069 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2339e-05 - mae: 0.0069 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2585e-05 - mae: 0.0069 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2788e-05 - mae: 0.0069 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2964e-05 - mae: 0.0069 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3112e-05 - mae: 0.0069 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3239e-05 - mae: 0.0069 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3338e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3419e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3527e-05 - mae: 0.0069 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3621e-05 - mae: 0.0069 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3693e-05 - mae: 0.0069 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3751e-05 - mae: 0.0070 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3802e-05 - mae: 0.0070 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3844e-05 - mae: 0.0070 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3873e-05 - mae: 0.0070 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3896e-05 - mae: 0.0070 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3909e-05 - mae: 0.0070 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3919e-05 - mae: 0.0070 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3921e-05 - mae: 0.0070 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3908e-05 - mae: 0.0070 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.1561e-05 - mae: 0.0069 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1553e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1546e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1536e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1529e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1521e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1513e-05 - mae: 0.0069 - val_loss: 3.1361e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 118/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 5.3905e-05 - mae: 0.0063  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1965e-05 - mae: 0.0072   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0895e-05 - mae: 0.0071  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9963e-05 - mae: 0.0070  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9693e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9439e-05 - mae: 0.0069  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9257e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9328e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9349e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9519e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9720e-05 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0014e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0372e-05 - mae: 0.0069  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0886e-05 - mae: 0.0069  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1434e-05 - mae: 0.0069  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2020e-05 - mae: 0.0069  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2554e-05 - mae: 0.0070  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3096e-05 - mae: 0.0070  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3479e-05 - mae: 0.0070  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3781e-05 - mae: 0.0070 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4100e-05 - mae: 0.0070 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4412e-05 - mae: 0.0070 114/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4740e-05 - mae: 0.0070 119/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4969e-05 - mae: 0.0070 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5159e-05 - mae: 0.0071 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5318e-05 - mae: 0.0071 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5443e-05 - mae: 0.0071 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5539e-05 - mae: 0.0071 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5613e-05 - mae: 0.0071 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5679e-05 - mae: 0.0071 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5734e-05 - mae: 0.0071 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5780e-05 - mae: 0.0071 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5807e-05 - mae: 0.0071 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7308e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7322e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7346e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7369e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7392e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7420e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7443e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7465e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7490e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7510e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7534e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7554e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7566e-05 - mae: 0.0070 - val_loss: 3.1365e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 119/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 4.2040e-05 - mae: 0.0050  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.3368e-05 - mae: 0.0056   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.4641e-05 - mae: 0.0058  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.7196e-05 - mae: 0.0059  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.9150e-05 - mae: 0.0060  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1648e-05 - mae: 0.0062  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8483e-05 - mae: 0.0063  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0174e-05 - mae: 0.0064  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6189e-05 - mae: 0.0065  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0154e-05 - mae: 0.0066  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2796e-05 - mae: 0.0066  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4770e-05 - mae: 0.0067  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6420e-05 - mae: 0.0067  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7268e-05 - mae: 0.0068  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7826e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8242e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8493e-05 - mae: 0.0068  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8616e-05 - mae: 0.0068  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8703e-05 - mae: 0.0068  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9001e-05 - mae: 0.0069 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9237e-05 - mae: 0.0069 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9460e-05 - mae: 0.0069 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9589e-05 - mae: 0.0069 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9707e-05 - mae: 0.0069 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9829e-05 - mae: 0.0069 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9886e-05 - mae: 0.0069 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9899e-05 - mae: 0.0069 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.7216e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7180e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7144e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7100e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7065e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7030e-05 - mae: 0.0070 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6988e-05 - mae: 0.0070 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6953e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6912e-05 - mae: 0.0070 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6872e-05 - mae: 0.0070 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6839e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6807e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6774e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6742e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6703e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.6690e-05 - mae: 0.0070 - val_loss: 3.1326e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 120/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 6.1825e-05 - mae: 0.0077  8/884 ━━━━━━━━━━━━━━━━━━━━ 7s 8ms/step - loss: 5.0913e-05 - mae: 0.0065   13/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 5.3490e-05 - mae: 0.0067  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3899e-05 - mae: 0.0067  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3668e-05 - mae: 0.0066  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3481e-05 - mae: 0.0066  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3645e-05 - mae: 0.0065  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3669e-05 - mae: 0.0065  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3754e-05 - mae: 0.0065  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3821e-05 - mae: 0.0065  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4194e-05 - mae: 0.0065  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4570e-05 - mae: 0.0065  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4813e-05 - mae: 0.0065  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4989e-05 - mae: 0.0065  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5122e-05 - mae: 0.0065  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5268e-05 - mae: 0.0065  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5397e-05 - mae: 0.0065  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5541e-05 - mae: 0.0065  95/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5621e-05 - mae: 0.0065 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5654e-05 - mae: 0.0065 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6125e-05 - mae: 0.0065 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6808e-05 - mae: 0.0065 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7423e-05 - mae: 0.0065 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7961e-05 - mae: 0.0065 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.3454e-05 - mae: 0.0067 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3771e-05 - mae: 0.0067 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4067e-05 - mae: 0.0067 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4399e-05 - mae: 0.0067 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4656e-05 - mae: 0.0067 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4905e-05 - mae: 0.0067 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5129e-05 - mae: 0.0067 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5342e-05 - mae: 0.0067 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5538e-05 - mae: 0.0067 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5754e-05 - mae: 0.0067 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5923e-05 - mae: 0.0067 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6077e-05 - mae: 0.0067 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6217e-05 - mae: 0.0067 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6349e-05 - mae: 0.0067 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.0341e-05 - mae: 0.0069 720/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0344e-05 - mae: 0.0069 726/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0349e-05 - mae: 0.0069 731/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0352e-05 - mae: 0.0069 736/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0355e-05 - mae: 0.0069 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0357e-05 - mae: 0.0069 747/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0361e-05 - mae: 0.0069 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0367e-05 - mae: 0.0069 759/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0372e-05 - mae: 0.0069 764/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0377e-05 - mae: 0.0069 769/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0385e-05 - mae: 0.0069 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0393e-05 - mae: 0.0069 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0399e-05 - mae: 0.0069 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0405e-05 - mae: 0.0069 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0411e-05 - mae: 0.0069 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0419e-05 - mae: 0.0069 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0427e-05 - mae: 0.0069 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0434e-05 - mae: 0.0069 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0441e-05 - mae: 0.0069 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0449e-05 - mae: 0.0069 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0456e-05 - mae: 0.0069 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0465e-05 - mae: 0.0069 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0472e-05 - mae: 0.0069 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0479e-05 - mae: 0.0069 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0486e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0493e-05 - mae: 0.0069 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0499e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0504e-05 - mae: 0.0069 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0510e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0516e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0523e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0528e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0531e-05 - mae: 0.0069 - val_loss: 3.1354e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 121/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 5.7992e-05 - mae: 0.0078  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2256e-05 - mae: 0.0071   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4954e-05 - mae: 0.0072  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6400e-05 - mae: 0.0072  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6673e-05 - mae: 0.0073  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.8399e-05 - mae: 0.0073  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9618e-05 - mae: 0.0074  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0138e-05 - mae: 0.0074  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0055e-05 - mae: 0.0074  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9874e-05 - mae: 0.0074  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9710e-05 - mae: 0.0074  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9448e-05 - mae: 0.0074  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9102e-05 - mae: 0.0073  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9063e-05 - mae: 0.0073  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9265e-05 - mae: 0.0073  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9354e-05 - mae: 0.0073  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9348e-05 - mae: 0.0073  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9272e-05 - mae: 0.0073  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9186e-05 - mae: 0.0073  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9059e-05 - mae: 0.0073 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8927e-05 - mae: 0.0072 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8824e-05 - mae: 0.0072 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8673e-05 - mae: 0.0072 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8511e-05 - mae: 0.0072 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8338e-05 - mae: 0.0072 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8170e-05 - mae: 0.0072 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7974e-05 - mae: 0.0072 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7786e-05 - mae: 0.0072 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7877e-05 - mae: 0.0071 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8067e-05 - mae: 0.0071 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8221e-05 - mae: 0.0071 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8366e-05 - mae: 0.0071 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8508e-05 - mae: 0.0071 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8642e-05 - mae: 0.0071 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8791e-05 - mae: 0.0071 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8912e-05 - mae: 0.0071 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8992e-05 - mae: 0.0071 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9061e-05 - mae: 0.0071 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9137e-05 - mae: 0.0071 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9197e-05 - mae: 0.0071 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9242e-05 - mae: 0.0071 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9277e-05 - mae: 0.0071 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9345e-05 - mae: 0.0071 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9422e-05 - mae: 0.0071 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9487e-05 - mae: 0.0071 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9541e-05 - mae: 0.0070 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9591e-05 - mae: 0.0070 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9638e-05 - mae: 0.0070 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9675e-05 - mae: 0.0070 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.1724e-05 - mae: 0.0070 680/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1725e-05 - mae: 0.0070 685/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1725e-05 - mae: 0.0070 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1725e-05 - mae: 0.0070 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1725e-05 - mae: 0.0070 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1724e-05 - mae: 0.0070 706/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1723e-05 - mae: 0.0070 712/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1720e-05 - mae: 0.0070 717/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1716e-05 - mae: 0.0070 722/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1712e-05 - mae: 0.0070 727/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1708e-05 - mae: 0.0070 732/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1704e-05 - mae: 0.0070 737/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1700e-05 - mae: 0.0070 742/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1694e-05 - mae: 0.0070 747/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1687e-05 - mae: 0.0070 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1678e-05 - mae: 0.0070 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1670e-05 - mae: 0.0070 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1661e-05 - mae: 0.0070 769/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1652e-05 - mae: 0.0070 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1643e-05 - mae: 0.0070 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1635e-05 - mae: 0.0070 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1627e-05 - mae: 0.0070 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1619e-05 - mae: 0.0070 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1610e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1600e-05 - mae: 0.0070 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1590e-05 - mae: 0.0070 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1580e-05 - mae: 0.0070 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1570e-05 - mae: 0.0070 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1560e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1550e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1540e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1530e-05 - mae: 0.0070 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1519e-05 - mae: 0.0070 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1512e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1505e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1497e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1492e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1486e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1480e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1474e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1467e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1463e-05 - mae: 0.0070 - val_loss: 3.1345e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 122/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 1.2205e-04 - mae: 0.0100  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 1.0098e-04 - mae: 0.0089   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.5830e-05 - mae: 0.0081  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 1.0817e-04 - mae: 0.0079  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2710e-04 - mae: 0.0078  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3379e-04 - mae: 0.0078  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3454e-04 - mae: 0.0077  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3356e-04 - mae: 0.0076  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3179e-04 - mae: 0.0076  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2964e-04 - mae: 0.0075  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2743e-04 - mae: 0.0075  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2529e-04 - mae: 0.0075  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2322e-04 - mae: 0.0074  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2126e-04 - mae: 0.0074  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1946e-04 - mae: 0.0074  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1794e-04 - mae: 0.0074  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1652e-04 - mae: 0.0074  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1515e-04 - mae: 0.0073  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1388e-04 - mae: 0.0073  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1250e-04 - mae: 0.0073 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1139e-04 - mae: 0.0073 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1030e-04 - mae: 0.0073 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0908e-04 - mae: 0.0073 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0810e-04 - mae: 0.0073 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0721e-04 - mae: 0.0073 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0622e-04 - mae: 0.0073 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0542e-04 - mae: 0.0073 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0462e-04 - mae: 0.0073 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0385e-04 - mae: 0.0073 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0311e-04 - mae: 0.0073 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0224e-04 - mae: 0.0073 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0158e-04 - mae: 0.0072 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0099e-04 - mae: 0.0072 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0040e-04 - mae: 0.0072 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9825e-05 - mae: 0.0072 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9154e-05 - mae: 0.0072 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8613e-05 - mae: 0.0072 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8072e-05 - mae: 0.0072 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7542e-05 - mae: 0.0072 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7033e-05 - mae: 0.0072 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.7345e-05 - mae: 0.0071 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7298e-05 - mae: 0.0071 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7260e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.7222e-05 - mae: 0.0071 - val_loss: 3.1357e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 123/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 5.6333e-05 - mae: 0.0058  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.4015e-05 - mae: 0.0067   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5168e-05 - mae: 0.0070  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4758e-05 - mae: 0.0071  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4216e-05 - mae: 0.0072  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3657e-05 - mae: 0.0072  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3521e-05 - mae: 0.0072  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3308e-05 - mae: 0.0072  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3574e-05 - mae: 0.0072  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3604e-05 - mae: 0.0072  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3755e-05 - mae: 0.0072  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3864e-05 - mae: 0.0072  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3942e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3891e-05 - mae: 0.0072  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3742e-05 - mae: 0.0072  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3614e-05 - mae: 0.0071  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3523e-05 - mae: 0.0071  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3528e-05 - mae: 0.0071  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3582e-05 - mae: 0.0071  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3639e-05 - mae: 0.0071 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3648e-05 - mae: 0.0071 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3615e-05 - mae: 0.0071 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.8700e-05 - mae: 0.0070 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8713e-05 - mae: 0.0070 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8725e-05 - mae: 0.0070 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8737e-05 - mae: 0.0070 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8750e-05 - mae: 0.0070 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8761e-05 - mae: 0.0070 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8770e-05 - mae: 0.0070 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8780e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8789e-05 - mae: 0.0070 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8798e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8805e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8811e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8818e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8825e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8832e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8838e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8843e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8848e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8853e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8859e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8867e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8874e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8881e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8890e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8898e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8904e-05 - mae: 0.0070 - val_loss: 3.1314e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 124/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 9.1248e-05 - mae: 0.0092  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2531e-05 - mae: 0.0081   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8194e-05 - mae: 0.0078  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5364e-05 - mae: 0.0076  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2769e-05 - mae: 0.0074  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0800e-05 - mae: 0.0073  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9384e-05 - mae: 0.0072  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8698e-05 - mae: 0.0072  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8534e-05 - mae: 0.0072  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8488e-05 - mae: 0.0072  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8600e-05 - mae: 0.0072  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8477e-05 - mae: 0.0072  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8293e-05 - mae: 0.0071  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8210e-05 - mae: 0.0071  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8110e-05 - mae: 0.0071  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8005e-05 - mae: 0.0071  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7918e-05 - mae: 0.0071  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7775e-05 - mae: 0.0071  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7597e-05 - mae: 0.0071  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7437e-05 - mae: 0.0071 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7678e-05 - mae: 0.0071 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7947e-05 - mae: 0.0071 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8139e-05 - mae: 0.0071 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8341e-05 - mae: 0.0071 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8519e-05 - mae: 0.0071 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8672e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8817e-05 - mae: 0.0070 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8935e-05 - mae: 0.0070 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.2847e-05 - mae: 0.0071 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2845e-05 - mae: 0.0071 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2842e-05 - mae: 0.0071 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2838e-05 - mae: 0.0071 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2834e-05 - mae: 0.0071 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2830e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2825e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2824e-05 - mae: 0.0071 - val_loss: 3.1366e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 125/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 2.7306e-05 - mae: 0.0046  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6012e-05 - mae: 0.0058   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.8488e-05 - mae: 0.0060  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.8506e-05 - mae: 0.0061  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9341e-05 - mae: 0.0062  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0613e-05 - mae: 0.0063  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1481e-05 - mae: 0.0064  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1751e-05 - mae: 0.0065  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1822e-05 - mae: 0.0065  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1939e-05 - mae: 0.0065  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2054e-05 - mae: 0.0066  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2145e-05 - mae: 0.0066  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2330e-05 - mae: 0.0066  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2463e-05 - mae: 0.0066  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2558e-05 - mae: 0.0066  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2653e-05 - mae: 0.0066  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2728e-05 - mae: 0.0067  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2755e-05 - mae: 0.0067  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2724e-05 - mae: 0.0067  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2659e-05 - mae: 0.0067 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2578e-05 - mae: 0.0067 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2476e-05 - mae: 0.0067 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2338e-05 - mae: 0.0067 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2251e-05 - mae: 0.0067 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2153e-05 - mae: 0.0067 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2057e-05 - mae: 0.0067 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1982e-05 - mae: 0.0067 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1923e-05 - mae: 0.0067 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1854e-05 - mae: 0.0067 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1818e-05 - mae: 0.0067 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2243e-05 - mae: 0.0067 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2621e-05 - mae: 0.0067 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2954e-05 - mae: 0.0067 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3272e-05 - mae: 0.0067 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3555e-05 - mae: 0.0067 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3811e-05 - mae: 0.0067 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4039e-05 - mae: 0.0067 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4242e-05 - mae: 0.0067 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4425e-05 - mae: 0.0067 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4590e-05 - mae: 0.0067 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4734e-05 - mae: 0.0067 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4867e-05 - mae: 0.0067 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4990e-05 - mae: 0.0067 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5111e-05 - mae: 0.0067 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5219e-05 - mae: 0.0067 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5323e-05 - mae: 0.0067 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5419e-05 - mae: 0.0067 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5500e-05 - mae: 0.0067 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5572e-05 - mae: 0.0067 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5651e-05 - mae: 0.0067 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5723e-05 - mae: 0.0067 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5793e-05 - mae: 0.0067 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5860e-05 - mae: 0.0067 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5918e-05 - mae: 0.0067 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5966e-05 - mae: 0.0067 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6007e-05 - mae: 0.0067 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6048e-05 - mae: 0.0067 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6088e-05 - mae: 0.0067 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6123e-05 - mae: 0.0067 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6153e-05 - mae: 0.0067 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6179e-05 - mae: 0.0067 307/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6200e-05 - mae: 0.0067 312/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6216e-05 - mae: 0.0067 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6235e-05 - mae: 0.0067 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6254e-05 - mae: 0.0067 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6277e-05 - mae: 0.0068 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6299e-05 - mae: 0.0068 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6321e-05 - mae: 0.0068 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6338e-05 - mae: 0.0068 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6353e-05 - mae: 0.0068 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6367e-05 - mae: 0.0068 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6381e-05 - mae: 0.0068 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6391e-05 - mae: 0.0068 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6403e-05 - mae: 0.0068 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - 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loss: 6.6531e-05 - mae: 0.0068 590/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.6536e-05 - mae: 0.0068 595/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.6542e-05 - mae: 0.0068 600/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6550e-05 - mae: 0.0068 605/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6558e-05 - mae: 0.0068 610/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6566e-05 - mae: 0.0068 615/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 6.6575e-05 - mae: 0.0068 620/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 6.6591e-05 - mae: 0.0068 625/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 6.6611e-05 - mae: 0.0068 630/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 6.6629e-05 - mae: 0.0068 635/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 6.6645e-05 - mae: 0.0068 640/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 6.6661e-05 - mae: 0.0068 645/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 6.6676e-05 - mae: 0.0068 650/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 6.6689e-05 - mae: 0.0068 655/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - 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loss: 6.7190e-05 - mae: 0.0069 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7204e-05 - mae: 0.0069 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7219e-05 - mae: 0.0069 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7234e-05 - mae: 0.0069 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7247e-05 - mae: 0.0069 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7260e-05 - mae: 0.0069 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7280e-05 - mae: 0.0069 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7300e-05 - mae: 0.0069 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7324e-05 - mae: 0.0069 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7344e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7367e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7388e-05 - mae: 0.0069 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7406e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7423e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7439e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7455e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7470e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.7476e-05 - mae: 0.0069 - val_loss: 3.1336e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 126/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 5.4852e-05 - mae: 0.0054  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.9543e-05 - mae: 0.0060   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.8171e-05 - mae: 0.0065  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5571e-05 - mae: 0.0065  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5009e-05 - mae: 0.0066  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4873e-05 - mae: 0.0067  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4321e-05 - mae: 0.0067  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5402e-05 - mae: 0.0067  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6125e-05 - mae: 0.0068  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6528e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6641e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6624e-05 - mae: 0.0068  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6617e-05 - mae: 0.0068  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6574e-05 - mae: 0.0068  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6486e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6371e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6345e-05 - mae: 0.0068  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6264e-05 - mae: 0.0068  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6152e-05 - mae: 0.0068  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6028e-05 - mae: 0.0068 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5845e-05 - mae: 0.0068 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5672e-05 - mae: 0.0068 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5514e-05 - mae: 0.0068 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5376e-05 - mae: 0.0068 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5287e-05 - mae: 0.0068 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5202e-05 - mae: 0.0068 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5106e-05 - mae: 0.0068 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5016e-05 - mae: 0.0068 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4971e-05 - mae: 0.0068 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4944e-05 - mae: 0.0068 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4896e-05 - mae: 0.0068 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4834e-05 - mae: 0.0068 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4756e-05 - mae: 0.0068 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4740e-05 - mae: 0.0068 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4737e-05 - mae: 0.0068 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4736e-05 - mae: 0.0068 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4736e-05 - mae: 0.0068 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4726e-05 - mae: 0.0068 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4707e-05 - mae: 0.0068 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4687e-05 - mae: 0.0068 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4666e-05 - mae: 0.0068 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4644e-05 - mae: 0.0068 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4619e-05 - mae: 0.0068 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4593e-05 - mae: 0.0068 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4574e-05 - mae: 0.0068 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4547e-05 - mae: 0.0068 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4517e-05 - mae: 0.0068 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4484e-05 - mae: 0.0068 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4454e-05 - mae: 0.0068 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4437e-05 - mae: 0.0068 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4418e-05 - mae: 0.0068 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4395e-05 - mae: 0.0068 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4361e-05 - mae: 0.0068 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4328e-05 - mae: 0.0068 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4305e-05 - mae: 0.0068 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4291e-05 - mae: 0.0068 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4269e-05 - mae: 0.0068 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4247e-05 - mae: 0.0068 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4222e-05 - mae: 0.0068 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4197e-05 - mae: 0.0068 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4176e-05 - mae: 0.0068 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4157e-05 - mae: 0.0068 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4140e-05 - mae: 0.0068 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4124e-05 - mae: 0.0068 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.6786e-05 - mae: 0.0068 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6808e-05 - mae: 0.0068 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6834e-05 - mae: 0.0068 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6855e-05 - mae: 0.0068 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6876e-05 - mae: 0.0068 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6895e-05 - mae: 0.0068 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6914e-05 - mae: 0.0068 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6933e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.6944e-05 - mae: 0.0068 - val_loss: 3.1386e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 127/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 2.5629e-05 - mae: 0.0045  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.5951e-05 - mae: 0.0058   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.0577e-05 - mae: 0.0062  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.5343e-05 - mae: 0.0065  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8008e-05 - mae: 0.0067  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0464e-05 - mae: 0.0068  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1478e-05 - mae: 0.0069  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1890e-05 - mae: 0.0069  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2038e-05 - mae: 0.0069  46/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2130e-05 - mae: 0.0069  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2130e-05 - mae: 0.0069  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2001e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1914e-05 - mae: 0.0069  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2040e-05 - mae: 0.0069  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2144e-05 - mae: 0.0069  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2232e-05 - mae: 0.0069  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2340e-05 - mae: 0.0069  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2380e-05 - mae: 0.0069  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2354e-05 - mae: 0.0069  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2293e-05 - mae: 0.0069 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2252e-05 - mae: 0.0069 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2254e-05 - mae: 0.0069 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2292e-05 - mae: 0.0069 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2318e-05 - mae: 0.0069 122/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2316e-05 - mae: 0.0069 127/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2306e-05 - mae: 0.0069 132/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2317e-05 - mae: 0.0069 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2314e-05 - mae: 0.0069 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2307e-05 - mae: 0.0069 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2318e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2328e-05 - mae: 0.0069 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2334e-05 - mae: 0.0069 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2339e-05 - mae: 0.0069 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2348e-05 - mae: 0.0069 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2359e-05 - mae: 0.0069 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2362e-05 - mae: 0.0069 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2364e-05 - mae: 0.0069 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2365e-05 - mae: 0.0069 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2354e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2346e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2332e-05 - mae: 0.0069 208/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2312e-05 - mae: 0.0069 213/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2295e-05 - mae: 0.0069 218/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2329e-05 - mae: 0.0069 223/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2370e-05 - mae: 0.0069 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2414e-05 - mae: 0.0069 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2458e-05 - mae: 0.0069 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2507e-05 - mae: 0.0069 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2560e-05 - mae: 0.0069 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2607e-05 - mae: 0.0069 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2678e-05 - mae: 0.0069 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.2826e-05 - mae: 0.0069 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3072e-05 - mae: 0.0069 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3275e-05 - mae: 0.0069 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3467e-05 - mae: 0.0069 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3694e-05 - mae: 0.0069 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3873e-05 - mae: 0.0069 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4078e-05 - mae: 0.0069 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4241e-05 - mae: 0.0069 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - 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loss: 6.9299e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.9300e-05 - mae: 0.0070 - val_loss: 3.1307e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 128/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 4.4486e-05 - mae: 0.0065  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 8ms/step - loss: 5.8023e-05 - mae: 0.0067   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.6930e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7286e-05 - mae: 0.0066  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8181e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8971e-05 - mae: 0.0067  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9447e-05 - mae: 0.0067  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0513e-05 - mae: 0.0068  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1234e-05 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1996e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2788e-05 - mae: 0.0069  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3191e-05 - mae: 0.0069  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3485e-05 - mae: 0.0069  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3731e-05 - mae: 0.0069  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4315e-05 - mae: 0.0069  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5314e-05 - mae: 0.0069  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6948e-05 - mae: 0.0069  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8864e-05 - mae: 0.0070  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0406e-05 - mae: 0.0070  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1690e-05 - mae: 0.0070 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2913e-05 - mae: 0.0070 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3925e-05 - mae: 0.0070 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4759e-05 - mae: 0.0070 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5438e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6012e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6524e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6964e-05 - mae: 0.0070 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7350e-05 - mae: 0.0070 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7723e-05 - mae: 0.0070 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8096e-05 - mae: 0.0070 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8345e-05 - mae: 0.0070 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8603e-05 - mae: 0.0070 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8781e-05 - mae: 0.0070 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9131e-05 - mae: 0.0070 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9434e-05 - mae: 0.0070 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9710e-05 - mae: 0.0070 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9972e-05 - mae: 0.0070 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0209e-05 - mae: 0.0070 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0418e-05 - mae: 0.0071 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0594e-05 - mae: 0.0071 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0748e-05 - mae: 0.0071 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0901e-05 - mae: 0.0071 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0997e-05 - mae: 0.0071 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1073e-05 - mae: 0.0071 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1128e-05 - mae: 0.0071 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1164e-05 - mae: 0.0071 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1189e-05 - mae: 0.0071 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1209e-05 - mae: 0.0071 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1223e-05 - mae: 0.0071 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1231e-05 - mae: 0.0071 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1240e-05 - mae: 0.0071 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1250e-05 - mae: 0.0071 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.6891e-05 - mae: 0.0071 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6857e-05 - mae: 0.0071 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6829e-05 - mae: 0.0071 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6801e-05 - mae: 0.0071 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6773e-05 - mae: 0.0071 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6745e-05 - mae: 0.0071 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6717e-05 - mae: 0.0071 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6688e-05 - mae: 0.0071 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.6659e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.6624e-05 - mae: 0.0071 - val_loss: 3.1362e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 129/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 38ms/step - loss: 4.1103e-05 - mae: 0.0064  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 4.3846e-05 - mae: 0.0059   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.6647e-05 - mae: 0.0059  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9223e-05 - mae: 0.0060  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0619e-05 - mae: 0.0061  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1258e-05 - mae: 0.0061  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1885e-05 - mae: 0.0062  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2213e-05 - mae: 0.0062  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2895e-05 - mae: 0.0062  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3568e-05 - mae: 0.0063  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4111e-05 - mae: 0.0063  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4751e-05 - mae: 0.0063  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5275e-05 - mae: 0.0064  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5603e-05 - mae: 0.0064  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5999e-05 - mae: 0.0064  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6415e-05 - mae: 0.0064  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6796e-05 - mae: 0.0064  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7179e-05 - mae: 0.0065  98/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7554e-05 - mae: 0.0065 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7905e-05 - mae: 0.0065 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8148e-05 - mae: 0.0065 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8387e-05 - mae: 0.0065 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8615e-05 - mae: 0.0066 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8823e-05 - mae: 0.0066 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9028e-05 - mae: 0.0066 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9228e-05 - mae: 0.0066 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9452e-05 - mae: 0.0066 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9609e-05 - mae: 0.0066 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9798e-05 - mae: 0.0066 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9962e-05 - mae: 0.0066 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0113e-05 - mae: 0.0067 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0253e-05 - mae: 0.0067 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0394e-05 - mae: 0.0067 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0547e-05 - mae: 0.0067 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0723e-05 - mae: 0.0067 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0879e-05 - mae: 0.0067 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1013e-05 - mae: 0.0067 198/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1149e-05 - mae: 0.0067 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1299e-05 - mae: 0.0067 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1453e-05 - mae: 0.0067 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1604e-05 - mae: 0.0068 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1743e-05 - mae: 0.0068 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1866e-05 - mae: 0.0068 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1974e-05 - mae: 0.0068 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7099e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7121e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7143e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7155e-05 - mae: 0.0069 - val_loss: 3.1285e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 130/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 5.2535e-05 - mae: 0.0054  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9287e-05 - mae: 0.0064   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9417e-05 - mae: 0.0066  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7865e-05 - mae: 0.0067  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6686e-05 - mae: 0.0067  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.5916e-05 - mae: 0.0068  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6309e-05 - mae: 0.0068  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6286e-05 - mae: 0.0068  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6234e-05 - mae: 0.0068  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6509e-05 - mae: 0.0068  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6904e-05 - mae: 0.0068  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6987e-05 - mae: 0.0068  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6955e-05 - mae: 0.0069  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6885e-05 - mae: 0.0069  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6736e-05 - mae: 0.0069  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6571e-05 - mae: 0.0068  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6453e-05 - mae: 0.0068  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6283e-05 - mae: 0.0068  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6095e-05 - mae: 0.0068  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5893e-05 - mae: 0.0068 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5738e-05 - mae: 0.0068 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5575e-05 - mae: 0.0068 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5711e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5939e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6180e-05 - mae: 0.0068 125/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6383e-05 - mae: 0.0068 130/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6545e-05 - mae: 0.0068 135/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6726e-05 - mae: 0.0068 140/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6884e-05 - mae: 0.0068 145/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7016e-05 - mae: 0.0068 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7130e-05 - mae: 0.0068 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7217e-05 - mae: 0.0068 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7286e-05 - mae: 0.0068 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7371e-05 - mae: 0.0068 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7461e-05 - mae: 0.0068 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7539e-05 - mae: 0.0068 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - 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 1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 1.0882e-04 - mae: 0.0085  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 9.0584e-05 - mae: 0.0085   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.4275e-05 - mae: 0.0081  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.9001e-05 - mae: 0.0078  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.5348e-05 - mae: 0.0076  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.2499e-05 - mae: 0.0074  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0875e-05 - mae: 0.0073  37/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1044e-05 - mae: 0.0073  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0947e-05 - mae: 0.0073  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0814e-05 - mae: 0.0072  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0623e-05 - mae: 0.0072  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0408e-05 - mae: 0.0072  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0246e-05 - mae: 0.0072  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0102e-05 - mae: 0.0072  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0006e-05 - mae: 0.0072  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9992e-05 - mae: 0.0072  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0151e-05 - mae: 0.0072  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0598e-05 - mae: 0.0072  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1150e-05 - mae: 0.0072  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1847e-05 - mae: 0.0072 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2380e-05 - mae: 0.0072 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2807e-05 - mae: 0.0072 115/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3200e-05 - mae: 0.0072 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3508e-05 - mae: 0.0072 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3713e-05 - mae: 0.0072 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3834e-05 - mae: 0.0072 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3917e-05 - mae: 0.0072 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3984e-05 - mae: 0.0072 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4013e-05 - mae: 0.0072 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4016e-05 - mae: 0.0072 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4002e-05 - mae: 0.0072 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3966e-05 - mae: 0.0072 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3922e-05 - mae: 0.0072 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3859e-05 - mae: 0.0072 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3777e-05 - mae: 0.0072 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3692e-05 - mae: 0.0072 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3588e-05 - mae: 0.0072 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3482e-05 - mae: 0.0072 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3377e-05 - mae: 0.0072 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3273e-05 - mae: 0.0072 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3173e-05 - mae: 0.0072 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3088e-05 - mae: 0.0072 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2997e-05 - mae: 0.0072 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2903e-05 - mae: 0.0072 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2805e-05 - mae: 0.0072 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2705e-05 - mae: 0.0071 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2608e-05 - mae: 0.0071 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2488e-05 - mae: 0.0071 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2393e-05 - mae: 0.0071 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2302e-05 - mae: 0.0071 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2195e-05 - mae: 0.0071 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2102e-05 - mae: 0.0071 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2009e-05 - mae: 0.0071 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1918e-05 - mae: 0.0071 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1832e-05 - mae: 0.0071 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.1727e-05 - mae: 0.0071 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1725e-05 - mae: 0.0071 445/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1721e-05 - mae: 0.0071 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1716e-05 - mae: 0.0070 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1710e-05 - mae: 0.0070 460/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1703e-05 - mae: 0.0070 466/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1694e-05 - mae: 0.0070 471/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1687e-05 - mae: 0.0070 476/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1682e-05 - mae: 0.0070 481/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1681e-05 - mae: 0.0070 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1678e-05 - mae: 0.0070 492/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1675e-05 - mae: 0.0070 497/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1673e-05 - mae: 0.0070 502/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1673e-05 - mae: 0.0070 508/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1672e-05 - mae: 0.0070 513/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1671e-05 - mae: 0.0070 518/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1669e-05 - mae: 0.0070 523/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1667e-05 - mae: 0.0070 528/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1666e-05 - mae: 0.0070 533/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1665e-05 - mae: 0.0070 538/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1663e-05 - mae: 0.0070 543/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1662e-05 - mae: 0.0070 548/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1660e-05 - mae: 0.0070 553/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1660e-05 - mae: 0.0070 558/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1658e-05 - mae: 0.0070 563/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1656e-05 - mae: 0.0070 568/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1654e-05 - mae: 0.0070 573/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1655e-05 - mae: 0.0070 578/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.1495e-05 - mae: 0.0070 723/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1489e-05 - mae: 0.0070 728/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1484e-05 - mae: 0.0070 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1479e-05 - mae: 0.0070 738/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1476e-05 - mae: 0.0070 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1472e-05 - mae: 0.0070 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1468e-05 - mae: 0.0070 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1462e-05 - mae: 0.0070 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1461e-05 - mae: 0.0070 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1459e-05 - mae: 0.0070 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1457e-05 - mae: 0.0070 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1455e-05 - mae: 0.0070 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1454e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1452e-05 - mae: 0.0070 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1449e-05 - mae: 0.0070 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1447e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1445e-05 - mae: 0.0070 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1444e-05 - mae: 0.0070 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1443e-05 - mae: 0.0070 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1443e-05 - mae: 0.0070 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1443e-05 - mae: 0.0070 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1442e-05 - mae: 0.0070 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1440e-05 - mae: 0.0070 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1438e-05 - mae: 0.0070 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1435e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1431e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1428e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1424e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1420e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1415e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1410e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1407e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1405e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1404e-05 - mae: 0.0070 - val_loss: 3.1294e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 132/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 6.5927e-05 - mae: 0.0061  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 5.4100e-05 - mae: 0.0061   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.3871e-05 - mae: 0.0062  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4511e-05 - mae: 0.0063  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4905e-05 - mae: 0.0064  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6072e-05 - mae: 0.0065  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6834e-05 - mae: 0.0065  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7357e-05 - mae: 0.0065  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7691e-05 - mae: 0.0066  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8489e-05 - mae: 0.0066  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9297e-05 - mae: 0.0066  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9962e-05 - mae: 0.0067  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1154e-05 - mae: 0.0067  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2009e-05 - mae: 0.0068  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2521e-05 - mae: 0.0068  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2966e-05 - mae: 0.0068  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3355e-05 - mae: 0.0068  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3626e-05 - mae: 0.0068  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3855e-05 - mae: 0.0068 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4071e-05 - mae: 0.0068 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 6.5015e-05 - mae: 0.0069 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5012e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5015e-05 - mae: 0.0069 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5008e-05 - mae: 0.0069 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4987e-05 - mae: 0.0069 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4970e-05 - mae: 0.0069 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4939e-05 - mae: 0.0069 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4912e-05 - mae: 0.0069 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4886e-05 - mae: 0.0069 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4850e-05 - mae: 0.0069 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4814e-05 - mae: 0.0069 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4777e-05 - mae: 0.0069 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4737e-05 - mae: 0.0069 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4693e-05 - mae: 0.0069 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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 1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 4.6725e-05 - mae: 0.0061  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.1602e-05 - mae: 0.0066   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5333e-05 - mae: 0.0068  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.6194e-05 - mae: 0.0069  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6723e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6958e-05 - mae: 0.0068  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7397e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7801e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8854e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9436e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9704e-05 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0192e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1434e-05 - mae: 0.0069  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 7.5643e-05 - mae: 0.0071 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5617e-05 - mae: 0.0071 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5591e-05 - mae: 0.0071 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5565e-05 - mae: 0.0071 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5533e-05 - mae: 0.0071 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5507e-05 - mae: 0.0071 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5481e-05 - mae: 0.0071 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5454e-05 - mae: 0.0071 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5428e-05 - mae: 0.0071 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5404e-05 - mae: 0.0071 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5379e-05 - mae: 0.0071 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5349e-05 - mae: 0.0071 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5324e-05 - mae: 0.0071 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5299e-05 - mae: 0.0071 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5269e-05 - mae: 0.0071 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5244e-05 - mae: 0.0071 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5221e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.5197e-05 - mae: 0.0071 - val_loss: 3.1346e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 134/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 3.9313e-05 - mae: 0.0061  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.4350e-05 - mae: 0.0064   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4636e-05 - mae: 0.0065  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1722e-05 - mae: 0.0064  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9582e-05 - mae: 0.0065  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7959e-05 - mae: 0.0065  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6387e-05 - mae: 0.0065  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5212e-05 - mae: 0.0064  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4586e-05 - mae: 0.0064  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3942e-05 - mae: 0.0064  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3358e-05 - mae: 0.0064  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2952e-05 - mae: 0.0064  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2445e-05 - mae: 0.0064  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2085e-05 - mae: 0.0064  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1899e-05 - mae: 0.0065  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1771e-05 - mae: 0.0065  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1767e-05 - mae: 0.0065  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1797e-05 - mae: 0.0065  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1869e-05 - mae: 0.0065 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1967e-05 - mae: 0.0066 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2144e-05 - mae: 0.0066 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2292e-05 - mae: 0.0066 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2427e-05 - mae: 0.0066 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2529e-05 - mae: 0.0066 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2631e-05 - mae: 0.0066 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2720e-05 - mae: 0.0067 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2806e-05 - mae: 0.0067 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2883e-05 - mae: 0.0067 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2996e-05 - mae: 0.0067 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3233e-05 - mae: 0.0067 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3438e-05 - mae: 0.0067 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3609e-05 - mae: 0.0067 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3749e-05 - mae: 0.0067 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3881e-05 - mae: 0.0067 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3991e-05 - mae: 0.0067 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4081e-05 - mae: 0.0067 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.4882e-05 - mae: 0.0068 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4875e-05 - mae: 0.0068 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4871e-05 - mae: 0.0068 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4867e-05 - mae: 0.0068 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4903e-05 - mae: 0.0068 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4952e-05 - mae: 0.0068 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4997e-05 - mae: 0.0068 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5055e-05 - mae: 0.0068 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5099e-05 - mae: 0.0068 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5152e-05 - mae: 0.0068 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5203e-05 - mae: 0.0068 393/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5254e-05 - mae: 0.0068 398/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5307e-05 - mae: 0.0068 403/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5356e-05 - mae: 0.0068 408/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.6721e-05 - mae: 0.0069 764/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.6742e-05 - mae: 0.0069 769/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.6764e-05 - mae: 0.0069 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.6786e-05 - mae: 0.0069 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.6807e-05 - mae: 0.0069 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.6828e-05 - mae: 0.0069 789/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.6848e-05 - mae: 0.0069 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6867e-05 - mae: 0.0069 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6886e-05 - mae: 0.0069 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6904e-05 - mae: 0.0069 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6923e-05 - mae: 0.0069 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6941e-05 - mae: 0.0069 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6958e-05 - mae: 0.0069 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6976e-05 - mae: 0.0069 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - 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 1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 38ms/step - loss: 4.9190e-05 - mae: 0.0063  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3203e-05 - mae: 0.0070   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.2655e-05 - mae: 0.0071  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.1167e-05 - mae: 0.0070  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.0697e-05 - mae: 0.0070  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9744e-05 - mae: 0.0070  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9173e-05 - mae: 0.0069  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9126e-05 - mae: 0.0069  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9350e-05 - mae: 0.0069  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9539e-05 - mae: 0.0069  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9956e-05 - mae: 0.0069  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0590e-05 - mae: 0.0070  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1232e-05 - mae: 0.0070  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1806e-05 - mae: 0.0070  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2305e-05 - mae: 0.0070  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2812e-05 - mae: 0.0070  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3167e-05 - mae: 0.0071  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3627e-05 - mae: 0.0071  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4050e-05 - mae: 0.0071  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4393e-05 - mae: 0.0071 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4671e-05 - mae: 0.0071 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4894e-05 - mae: 0.0071 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5109e-05 - mae: 0.0071 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5295e-05 - mae: 0.0071 121/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5469e-05 - mae: 0.0071 126/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5855e-05 - mae: 0.0071 131/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6204e-05 - mae: 0.0071 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6522e-05 - mae: 0.0071 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6794e-05 - mae: 0.0071 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7129e-05 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7455e-05 - mae: 0.0071 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7753e-05 - mae: 0.0071 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.8020e-05 - mae: 0.0071 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.8261e-05 - mae: 0.0071 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.8509e-05 - mae: 0.0071 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.8702e-05 - mae: 0.0071 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.8915e-05 - mae: 0.0071 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.9093e-05 - mae: 0.0071 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9247e-05 - mae: 0.0071 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9361e-05 - mae: 0.0071 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9481e-05 - mae: 0.0071 211/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9763e-05 - mae: 0.0071 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9980e-05 - mae: 0.0071 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0184e-05 - mae: 0.0071 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0368e-05 - mae: 0.0071 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0546e-05 - mae: 0.0071 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0754e-05 - mae: 0.0071 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0974e-05 - mae: 0.0071 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1139e-05 - mae: 0.0071 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1318e-05 - mae: 0.0071 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1475e-05 - mae: 0.0071 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1589e-05 - mae: 0.0071 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1712e-05 - mae: 0.0071 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1803e-05 - mae: 0.0071 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1886e-05 - mae: 0.0071 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1980e-05 - mae: 0.0071 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2056e-05 - mae: 0.0071 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2143e-05 - mae: 0.0071 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2226e-05 - mae: 0.0071 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2318e-05 - mae: 0.0071 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2392e-05 - mae: 0.0071 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2463e-05 - mae: 0.0071 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2526e-05 - mae: 0.0071 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2578e-05 - mae: 0.0071 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2627e-05 - mae: 0.0071 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2675e-05 - mae: 0.0071 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2720e-05 - mae: 0.0071 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2760e-05 - mae: 0.0071 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2797e-05 - mae: 0.0071 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2828e-05 - mae: 0.0071 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2853e-05 - mae: 0.0071 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2873e-05 - mae: 0.0071 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2888e-05 - mae: 0.0071 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2904e-05 - mae: 0.0071 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2916e-05 - mae: 0.0071 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2926e-05 - mae: 0.0071 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2932e-05 - mae: 0.0071 401/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2938e-05 - mae: 0.0071 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2940e-05 - mae: 0.0071 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2943e-05 - mae: 0.0071 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2951e-05 - mae: 0.0071 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2957e-05 - mae: 0.0071 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2961e-05 - mae: 0.0071 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.3451e-05 - mae: 0.0071 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3442e-05 - mae: 0.0071 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3433e-05 - mae: 0.0071 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3423e-05 - mae: 0.0071 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3413e-05 - mae: 0.0071 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3403e-05 - mae: 0.0071 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3393e-05 - mae: 0.0071 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3382e-05 - mae: 0.0071 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3370e-05 - mae: 0.0071 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3359e-05 - mae: 0.0071 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3348e-05 - mae: 0.0071 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3336e-05 - mae: 0.0071 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3324e-05 - mae: 0.0071 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3312e-05 - mae: 0.0071 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3301e-05 - mae: 0.0071 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3289e-05 - mae: 0.0071 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3276e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3262e-05 - mae: 0.0071 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3248e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3235e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.3223e-05 - mae: 0.0071 - val_loss: 3.1309e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 136/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 44s 51ms/step - loss: 5.0623e-05 - mae: 0.0075  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3673e-05 - mae: 0.0067   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7229e-05 - mae: 0.0067  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9468e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9538e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9149e-05 - mae: 0.0067  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8480e-05 - mae: 0.0066  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8578e-05 - mae: 0.0066  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9174e-05 - mae: 0.0066  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9578e-05 - mae: 0.0066  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9841e-05 - mae: 0.0066  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0047e-05 - mae: 0.0066  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0229e-05 - mae: 0.0066  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0344e-05 - mae: 0.0066  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0406e-05 - mae: 0.0066  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0430e-05 - mae: 0.0066  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0381e-05 - mae: 0.0066  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0849e-05 - mae: 0.0066  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2048e-05 - mae: 0.0066  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3067e-05 - mae: 0.0066 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3928e-05 - mae: 0.0067 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4632e-05 - mae: 0.0067 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5246e-05 - mae: 0.0067 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5782e-05 - mae: 0.0067 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6350e-05 - mae: 0.0067 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6743e-05 - mae: 0.0067 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7082e-05 - mae: 0.0067 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7376e-05 - mae: 0.0067 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7637e-05 - mae: 0.0067 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7845e-05 - mae: 0.0067 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8012e-05 - mae: 0.0067 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8159e-05 - mae: 0.0067 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8281e-05 - mae: 0.0067 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8401e-05 - mae: 0.0067 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8517e-05 - mae: 0.0067 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8647e-05 - mae: 0.0067 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8752e-05 - mae: 0.0067 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8831e-05 - mae: 0.0067 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8888e-05 - mae: 0.0067 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8932e-05 - mae: 0.0067 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8984e-05 - mae: 0.0067 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9036e-05 - mae: 0.0067 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9098e-05 - mae: 0.0067 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9152e-05 - mae: 0.0067 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9243e-05 - mae: 0.0067 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9310e-05 - mae: 0.0067 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9455e-05 - mae: 0.0067 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9635e-05 - mae: 0.0067 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9794e-05 - mae: 0.0067 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9976e-05 - mae: 0.0067 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0129e-05 - mae: 0.0067 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0276e-05 - mae: 0.0067 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0411e-05 - mae: 0.0067 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0534e-05 - mae: 0.0067 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0648e-05 - mae: 0.0068 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0774e-05 - mae: 0.0068 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0892e-05 - mae: 0.0068 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1001e-05 - mae: 0.0068 301/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1101e-05 - mae: 0.0068 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1195e-05 - mae: 0.0068 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1287e-05 - mae: 0.0068 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1373e-05 - mae: 0.0068 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1455e-05 - mae: 0.0068 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1542e-05 - mae: 0.0068 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1624e-05 - mae: 0.0068 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1699e-05 - mae: 0.0068 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1767e-05 - mae: 0.0068 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1833e-05 - mae: 0.0068 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1930e-05 - mae: 0.0068 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2051e-05 - mae: 0.0068 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2161e-05 - mae: 0.0068 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2248e-05 - mae: 0.0068 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2329e-05 - mae: 0.0068 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2407e-05 - mae: 0.0068 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2496e-05 - mae: 0.0068 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2564e-05 - mae: 0.0068 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2628e-05 - mae: 0.0068 399/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2687e-05 - mae: 0.0068 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2743e-05 - mae: 0.0068 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2795e-05 - mae: 0.0068 414/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2842e-05 - mae: 0.0068 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2884e-05 - mae: 0.0068 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2923e-05 - mae: 0.0068 429/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2958e-05 - mae: 0.0069 434/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2996e-05 - mae: 0.0069 439/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3032e-05 - mae: 0.0069 444/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3066e-05 - mae: 0.0069 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3103e-05 - mae: 0.0069 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3128e-05 - mae: 0.0069 460/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3149e-05 - mae: 0.0069 465/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3168e-05 - mae: 0.0069 470/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3184e-05 - mae: 0.0069 475/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3197e-05 - mae: 0.0069 480/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3208e-05 - mae: 0.0069 486/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3219e-05 - mae: 0.0069 491/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3227e-05 - mae: 0.0069 496/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.3233e-05 - mae: 0.0069 502/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.3241e-05 - mae: 0.0069 508/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.3249e-05 - mae: 0.0069 513/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.3255e-05 - mae: 0.0069 519/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.3261e-05 - mae: 0.0069 525/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.3263e-05 - mae: 0.0069 530/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.3265e-05 - mae: 0.0069 535/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.3229e-05 - mae: 0.0069 612/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3224e-05 - mae: 0.0069 618/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3223e-05 - mae: 0.0069 623/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3223e-05 - mae: 0.0069 628/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3222e-05 - mae: 0.0069 633/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3221e-05 - mae: 0.0069 638/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3218e-05 - mae: 0.0069 643/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3215e-05 - mae: 0.0069 648/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3211e-05 - mae: 0.0069 653/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3208e-05 - mae: 0.0069 658/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3203e-05 - mae: 0.0069 663/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3198e-05 - mae: 0.0069 668/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3193e-05 - mae: 0.0069 673/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3187e-05 - mae: 0.0069 678/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3179e-05 - mae: 0.0069 683/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3170e-05 - mae: 0.0069 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3161e-05 - mae: 0.0069 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3150e-05 - mae: 0.0069 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3137e-05 - mae: 0.0069 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3126e-05 - mae: 0.0069 708/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3113e-05 - mae: 0.0069 713/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3100e-05 - mae: 0.0069 718/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3087e-05 - mae: 0.0069 723/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3073e-05 - mae: 0.0069 728/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3061e-05 - mae: 0.0069 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3053e-05 - mae: 0.0069 738/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3045e-05 - mae: 0.0069 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3036e-05 - mae: 0.0069 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3027e-05 - mae: 0.0069 754/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3017e-05 - mae: 0.0069 759/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3011e-05 - mae: 0.0069 765/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3004e-05 - mae: 0.0069 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2997e-05 - mae: 0.0069 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2990e-05 - mae: 0.0069 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2982e-05 - mae: 0.0069 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2973e-05 - mae: 0.0069 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2964e-05 - mae: 0.0069 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2954e-05 - mae: 0.0069 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2942e-05 - mae: 0.0069 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2931e-05 - mae: 0.0069 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2920e-05 - mae: 0.0069 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2909e-05 - mae: 0.0069 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2898e-05 - mae: 0.0069 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2886e-05 - mae: 0.0069 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2875e-05 - mae: 0.0069 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2864e-05 - mae: 0.0069 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2853e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2841e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2829e-05 - mae: 0.0069 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2817e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2806e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2795e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2787e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2779e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2771e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2768e-05 - mae: 0.0069 - val_loss: 3.1270e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 137/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 3.3442e-05 - mae: 0.0044  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7442e-05 - mae: 0.0067   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0564e-05 - mae: 0.0069  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.3048e-05 - mae: 0.0069  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.3495e-05 - mae: 0.0070  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3521e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3252e-05 - mae: 0.0070  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2989e-05 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2760e-05 - mae: 0.0070  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2354e-05 - mae: 0.0071  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1827e-05 - mae: 0.0071  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1687e-05 - mae: 0.0071  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1401e-05 - mae: 0.0071  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1245e-05 - mae: 0.0071  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1067e-05 - mae: 0.0071  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0893e-05 - mae: 0.0071  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0701e-05 - mae: 0.0071  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0479e-05 - mae: 0.0071  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0271e-05 - mae: 0.0071 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9999e-05 - mae: 0.0071 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9766e-05 - mae: 0.0071 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9690e-05 - mae: 0.0071 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9768e-05 - mae: 0.0071 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9811e-05 - mae: 0.0071 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9841e-05 - mae: 0.0071 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9880e-05 - mae: 0.0071 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9906e-05 - mae: 0.0071 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9929e-05 - mae: 0.0071 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0022e-05 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0096e-05 - mae: 0.0071 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0173e-05 - mae: 0.0071 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0236e-05 - mae: 0.0071 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0268e-05 - mae: 0.0071 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0293e-05 - mae: 0.0071 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0320e-05 - mae: 0.0071 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0332e-05 - mae: 0.0071 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0351e-05 - mae: 0.0071 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0466e-05 - mae: 0.0071 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0541e-05 - mae: 0.0071 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0594e-05 - mae: 0.0071 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0636e-05 - mae: 0.0071 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0689e-05 - mae: 0.0071 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0745e-05 - mae: 0.0071 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0792e-05 - mae: 0.0071 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0823e-05 - mae: 0.0071 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0846e-05 - mae: 0.0071 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0861e-05 - mae: 0.0071 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0867e-05 - mae: 0.0071 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0863e-05 - mae: 0.0071 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0853e-05 - mae: 0.0071 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0836e-05 - mae: 0.0071 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0826e-05 - mae: 0.0071 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0815e-05 - mae: 0.0071 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0814e-05 - mae: 0.0071 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0812e-05 - mae: 0.0071 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0802e-05 - mae: 0.0071 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0790e-05 - mae: 0.0071 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0790e-05 - mae: 0.0071 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0792e-05 - mae: 0.0071 304/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0788e-05 - mae: 0.0071 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0781e-05 - mae: 0.0071 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0771e-05 - mae: 0.0071 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0758e-05 - mae: 0.0071 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0743e-05 - mae: 0.0071 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0724e-05 - mae: 0.0071 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0705e-05 - mae: 0.0071 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0685e-05 - mae: 0.0071 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0665e-05 - mae: 0.0071 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0636e-05 - mae: 0.0071 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0612e-05 - mae: 0.0071 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0583e-05 - mae: 0.0071 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0553e-05 - mae: 0.0071 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0532e-05 - mae: 0.0071 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0511e-05 - mae: 0.0071 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0491e-05 - mae: 0.0071 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0469e-05 - mae: 0.0071 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0449e-05 - mae: 0.0071 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0445e-05 - mae: 0.0071 401/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0445e-05 - mae: 0.0071 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0442e-05 - mae: 0.0071 412/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0448e-05 - mae: 0.0071 417/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0451e-05 - mae: 0.0071 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0452e-05 - mae: 0.0071 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0458e-05 - mae: 0.0071 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0469e-05 - mae: 0.0071 437/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0482e-05 - mae: 0.0071 442/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0495e-05 - mae: 0.0071 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0505e-05 - mae: 0.0071 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0514e-05 - mae: 0.0071 457/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0521e-05 - mae: 0.0071 463/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0525e-05 - mae: 0.0071 468/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0526e-05 - mae: 0.0071 473/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0525e-05 - mae: 0.0071 478/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0523e-05 - mae: 0.0071 483/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0519e-05 - mae: 0.0071 488/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0515e-05 - mae: 0.0071 494/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.0526e-05 - mae: 0.0071 573/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0538e-05 - mae: 0.0071 578/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0550e-05 - mae: 0.0071 583/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0564e-05 - mae: 0.0071 589/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0582e-05 - mae: 0.0071 594/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0595e-05 - mae: 0.0071 600/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0608e-05 - mae: 0.0071 606/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0620e-05 - mae: 0.0071 612/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0630e-05 - mae: 0.0071 617/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0637e-05 - mae: 0.0071 622/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0644e-05 - mae: 0.0071 627/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0649e-05 - mae: 0.0071 632/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0654e-05 - mae: 0.0071 637/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0656e-05 - mae: 0.0071 642/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0658e-05 - mae: 0.0071 647/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0659e-05 - mae: 0.0071 652/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0660e-05 - mae: 0.0071 657/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0660e-05 - mae: 0.0071 662/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0660e-05 - mae: 0.0071 667/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0658e-05 - mae: 0.0071 672/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0656e-05 - mae: 0.0071 677/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0654e-05 - mae: 0.0071 682/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0652e-05 - mae: 0.0071 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0648e-05 - mae: 0.0071 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0644e-05 - mae: 0.0071 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0640e-05 - mae: 0.0071 704/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0635e-05 - mae: 0.0071 709/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0632e-05 - mae: 0.0071 714/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0629e-05 - mae: 0.0071 719/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0625e-05 - mae: 0.0071 724/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0621e-05 - mae: 0.0071 730/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0613e-05 - mae: 0.0071 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0606e-05 - mae: 0.0071 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0600e-05 - mae: 0.0071 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0592e-05 - mae: 0.0071 752/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0591e-05 - mae: 0.0071 757/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0595e-05 - mae: 0.0071 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0598e-05 - mae: 0.0071 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0601e-05 - mae: 0.0071 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0602e-05 - mae: 0.0071 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0602e-05 - mae: 0.0071 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0601e-05 - mae: 0.0071 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0601e-05 - mae: 0.0071 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0600e-05 - mae: 0.0071 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0599e-05 - mae: 0.0071 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0597e-05 - mae: 0.0071 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0595e-05 - mae: 0.0071 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0592e-05 - mae: 0.0071 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0590e-05 - mae: 0.0071 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0588e-05 - mae: 0.0071 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0586e-05 - mae: 0.0071 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0584e-05 - mae: 0.0071 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0582e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0579e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0575e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0572e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0568e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0564e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0559e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0555e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0550e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0547e-05 - mae: 0.0070 - val_loss: 3.1289e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 138/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 2.4475e-05 - mae: 0.0041  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.4090e-05 - mae: 0.0048   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.8559e-05 - mae: 0.0051  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.1216e-05 - mae: 0.0053  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.3027e-05 - mae: 0.0055  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.5393e-05 - mae: 0.0057  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7888e-05 - mae: 0.0058  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9534e-05 - mae: 0.0059  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0594e-05 - mae: 0.0060  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1658e-05 - mae: 0.0061  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2303e-05 - mae: 0.0061  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2986e-05 - mae: 0.0061  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3928e-05 - mae: 0.0062  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4519e-05 - mae: 0.0062  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5081e-05 - mae: 0.0063  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5530e-05 - mae: 0.0063  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5906e-05 - mae: 0.0063  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6220e-05 - mae: 0.0063  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6483e-05 - mae: 0.0063 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7305e-05 - mae: 0.0064 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8484e-05 - mae: 0.0064 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9564e-05 - mae: 0.0064 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0601e-05 - mae: 0.0064 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1569e-05 - mae: 0.0064 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2411e-05 - mae: 0.0065 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3151e-05 - mae: 0.0065 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3793e-05 - mae: 0.0065 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4355e-05 - mae: 0.0065 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4857e-05 - mae: 0.0065 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5317e-05 - mae: 0.0065 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5746e-05 - mae: 0.0066 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6139e-05 - mae: 0.0066 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6488e-05 - mae: 0.0066 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6802e-05 - mae: 0.0066 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7079e-05 - mae: 0.0066 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7354e-05 - mae: 0.0066 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7621e-05 - mae: 0.0066 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7871e-05 - mae: 0.0066 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8098e-05 - mae: 0.0066 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8314e-05 - mae: 0.0066 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8570e-05 - mae: 0.0067 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8838e-05 - mae: 0.0067 215/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9091e-05 - mae: 0.0067 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9323e-05 - mae: 0.0067 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9537e-05 - mae: 0.0067 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9739e-05 - mae: 0.0067 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9923e-05 - mae: 0.0067 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0087e-05 - mae: 0.0067 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0230e-05 - mae: 0.0067 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0358e-05 - mae: 0.0067 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0475e-05 - mae: 0.0067 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0580e-05 - mae: 0.0067 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0677e-05 - mae: 0.0067 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0767e-05 - mae: 0.0067 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0861e-05 - mae: 0.0067 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0954e-05 - mae: 0.0068 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1039e-05 - mae: 0.0068 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1115e-05 - mae: 0.0068 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1182e-05 - mae: 0.0068 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1240e-05 - mae: 0.0068 305/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1293e-05 - mae: 0.0068 311/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1358e-05 - mae: 0.0068 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1406e-05 - mae: 0.0068 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1457e-05 - mae: 0.0068 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1507e-05 - mae: 0.0068 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1567e-05 - mae: 0.0068 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1671e-05 - mae: 0.0068 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1791e-05 - mae: 0.0068 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1929e-05 - mae: 0.0068 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2058e-05 - mae: 0.0068 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2182e-05 - mae: 0.0068 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2295e-05 - mae: 0.0068 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2383e-05 - mae: 0.0068 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2485e-05 - mae: 0.0068 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2568e-05 - mae: 0.0068 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2646e-05 - mae: 0.0068 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2717e-05 - mae: 0.0068 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2783e-05 - mae: 0.0069 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2844e-05 - mae: 0.0069 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2907e-05 - mae: 0.0069 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2957e-05 - mae: 0.0069 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3004e-05 - mae: 0.0069 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3051e-05 - mae: 0.0069 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3094e-05 - mae: 0.0069 435/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3134e-05 - mae: 0.0069 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3170e-05 - mae: 0.0069 445/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3203e-05 - mae: 0.0069 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3231e-05 - mae: 0.0069 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3256e-05 - mae: 0.0069 461/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3285e-05 - mae: 0.0069 466/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.3190e-05 - mae: 0.0070 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3173e-05 - mae: 0.0070 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3157e-05 - mae: 0.0070 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3137e-05 - mae: 0.0070 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3118e-05 - mae: 0.0070 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3101e-05 - mae: 0.0070 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3084e-05 - mae: 0.0070 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3067e-05 - mae: 0.0070 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3046e-05 - mae: 0.0070 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3027e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3008e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2992e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2975e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2958e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2937e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2921e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2909e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2897e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2885e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2873e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2860e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2847e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2834e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2817e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2815e-05 - mae: 0.0070 - val_loss: 3.1301e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 139/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 6.4586e-05 - mae: 0.0084  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.2279e-05 - mae: 0.0070   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9906e-05 - mae: 0.0068  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0789e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3854e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5287e-05 - mae: 0.0067  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6053e-05 - mae: 0.0067  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6358e-05 - mae: 0.0067  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6556e-05 - mae: 0.0067  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7079e-05 - mae: 0.0067  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7514e-05 - mae: 0.0067  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7789e-05 - mae: 0.0067  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0012e-05 - mae: 0.0067  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2156e-05 - mae: 0.0067  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3882e-05 - mae: 0.0067  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5579e-05 - mae: 0.0068  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6691e-05 - mae: 0.0068  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7600e-05 - mae: 0.0068  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8396e-05 - mae: 0.0068 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9324e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0229e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0983e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1631e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2184e-05 - mae: 0.0069 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2647e-05 - mae: 0.0069 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3022e-05 - mae: 0.0069 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3333e-05 - mae: 0.0069 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3684e-05 - mae: 0.0069 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4093e-05 - mae: 0.0069 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4372e-05 - mae: 0.0069 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4635e-05 - mae: 0.0069 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4812e-05 - mae: 0.0069 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4956e-05 - mae: 0.0069 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5172e-05 - mae: 0.0069 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5393e-05 - mae: 0.0069 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5604e-05 - mae: 0.0069 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5790e-05 - mae: 0.0069 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5958e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6139e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6286e-05 - mae: 0.0070 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6411e-05 - mae: 0.0070 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6516e-05 - mae: 0.0070 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6598e-05 - mae: 0.0070 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6678e-05 - mae: 0.0070 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6747e-05 - mae: 0.0070 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6804e-05 - mae: 0.0070 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6851e-05 - mae: 0.0070 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6890e-05 - mae: 0.0070 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6917e-05 - mae: 0.0070 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6945e-05 - mae: 0.0070 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6966e-05 - mae: 0.0070 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6984e-05 - mae: 0.0070 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6989e-05 - mae: 0.0070 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6982e-05 - mae: 0.0070 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6967e-05 - mae: 0.0070 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6963e-05 - mae: 0.0070 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6952e-05 - mae: 0.0070 296/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.4005e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3986e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3967e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3948e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3930e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.3914e-05 - mae: 0.0070 - val_loss: 3.1292e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 140/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 41ms/step - loss: 5.2881e-05 - mae: 0.0066  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.4431e-05 - mae: 0.0070   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.7381e-05 - mae: 0.0071  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3649e-05 - mae: 0.0072  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6734e-05 - mae: 0.0073  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7965e-05 - mae: 0.0073  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8652e-05 - mae: 0.0073  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9215e-05 - mae: 0.0073  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9607e-05 - mae: 0.0073  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9637e-05 - mae: 0.0073  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9549e-05 - mae: 0.0072  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9358e-05 - mae: 0.0072  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9077e-05 - mae: 0.0072  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8809e-05 - mae: 0.0072  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8560e-05 - mae: 0.0072  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8380e-05 - mae: 0.0072  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8234e-05 - mae: 0.0072  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8046e-05 - mae: 0.0072  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7882e-05 - mae: 0.0071  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7718e-05 - mae: 0.0071 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7531e-05 - mae: 0.0071 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7374e-05 - mae: 0.0071 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7250e-05 - mae: 0.0071 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7144e-05 - mae: 0.0071 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7030e-05 - mae: 0.0071 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6923e-05 - mae: 0.0071 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6811e-05 - mae: 0.0071 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6716e-05 - mae: 0.0071 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6644e-05 - mae: 0.0071 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6662e-05 - mae: 0.0071 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6685e-05 - mae: 0.0071 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6738e-05 - mae: 0.0071 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6825e-05 - mae: 0.0071 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6937e-05 - mae: 0.0071 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7452e-05 - mae: 0.0071 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8022e-05 - mae: 0.0071 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8522e-05 - mae: 0.0071 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8965e-05 - mae: 0.0071 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9359e-05 - mae: 0.0071 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9725e-05 - mae: 0.0071 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0056e-05 - mae: 0.0071 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0365e-05 - mae: 0.0071 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0640e-05 - mae: 0.0071 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0890e-05 - mae: 0.0071 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1126e-05 - mae: 0.0071 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1379e-05 - mae: 0.0071 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1561e-05 - mae: 0.0071 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1722e-05 - mae: 0.0071 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.4257e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4243e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4230e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4216e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4202e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4189e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4176e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4163e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4151e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4140e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4128e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4116e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4101e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.4089e-05 - mae: 0.0070 - val_loss: 3.1259e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 141/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 3.5274e-05 - mae: 0.0052  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3257e-05 - mae: 0.0060   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.3139e-05 - mae: 0.0062  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.4690e-05 - mae: 0.0063  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.5786e-05 - mae: 0.0064  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6837e-05 - mae: 0.0065  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7376e-05 - mae: 0.0065  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7536e-05 - mae: 0.0065  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7812e-05 - mae: 0.0065  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7847e-05 - mae: 0.0065  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7990e-05 - mae: 0.0066  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8077e-05 - mae: 0.0066  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8164e-05 - mae: 0.0066  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8204e-05 - mae: 0.0066  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8442e-05 - mae: 0.0066  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8601e-05 - mae: 0.0066  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8721e-05 - mae: 0.0066  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8805e-05 - mae: 0.0066  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8842e-05 - mae: 0.0066  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8870e-05 - mae: 0.0066 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8952e-05 - mae: 0.0066 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9016e-05 - mae: 0.0066 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9087e-05 - mae: 0.0066 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9135e-05 - mae: 0.0066 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9144e-05 - mae: 0.0066 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9158e-05 - mae: 0.0066 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9367e-05 - mae: 0.0066 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9711e-05 - mae: 0.0067 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0024e-05 - mae: 0.0067 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.0371e-05 - mae: 0.0067 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0751e-05 - mae: 0.0067 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1057e-05 - mae: 0.0067 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1347e-05 - mae: 0.0067 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1655e-05 - mae: 0.0067 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2024e-05 - mae: 0.0067 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2358e-05 - mae: 0.0067 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2644e-05 - mae: 0.0067 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2899e-05 - mae: 0.0067 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3132e-05 - mae: 0.0067 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3355e-05 - mae: 0.0067 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3563e-05 - mae: 0.0067 211/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3759e-05 - mae: 0.0067 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3939e-05 - mae: 0.0067 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4103e-05 - mae: 0.0067 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4258e-05 - mae: 0.0068 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4397e-05 - mae: 0.0068 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4524e-05 - mae: 0.0068 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4636e-05 - mae: 0.0068 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4760e-05 - mae: 0.0068 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4858e-05 - mae: 0.0068 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4944e-05 - mae: 0.0068 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5020e-05 - mae: 0.0068 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5091e-05 - mae: 0.0068 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5156e-05 - mae: 0.0068 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7809e-05 - mae: 0.0069 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7828e-05 - mae: 0.0069 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7849e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7867e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7884e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7900e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7914e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7920e-05 - mae: 0.0069 - val_loss: 3.1235e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 142/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 38ms/step - loss: 5.3620e-05 - mae: 0.0064  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5849e-05 - mae: 0.0067   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3552e-05 - mae: 0.0065  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5863e-05 - mae: 0.0066  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8531e-05 - mae: 0.0067  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0516e-05 - mae: 0.0067  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2723e-05 - mae: 0.0068  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3871e-05 - mae: 0.0069  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4474e-05 - mae: 0.0069  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4773e-05 - mae: 0.0069  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5223e-05 - mae: 0.0070  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5679e-05 - mae: 0.0070  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6135e-05 - mae: 0.0070  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6423e-05 - mae: 0.0070  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6564e-05 - mae: 0.0070  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6686e-05 - mae: 0.0070  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6782e-05 - mae: 0.0070  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6786e-05 - mae: 0.0070  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6727e-05 - mae: 0.0070  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6675e-05 - mae: 0.0070 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6579e-05 - mae: 0.0070 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6533e-05 - mae: 0.0070 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6586e-05 - mae: 0.0070 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6627e-05 - mae: 0.0070 121/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6657e-05 - mae: 0.0070 126/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6673e-05 - mae: 0.0070 131/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6772e-05 - mae: 0.0070 136/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6905e-05 - mae: 0.0070 141/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7000e-05 - mae: 0.0070 146/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7076e-05 - mae: 0.0070 151/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7134e-05 - mae: 0.0070 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7205e-05 - mae: 0.0070 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - 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loss: 6.6162e-05 - mae: 0.0069 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6178e-05 - mae: 0.0069 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6193e-05 - mae: 0.0069 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6210e-05 - mae: 0.0069 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6227e-05 - mae: 0.0069 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6245e-05 - mae: 0.0069 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6262e-05 - mae: 0.0069 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6287e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6312e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6337e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6365e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6391e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6413e-05 - mae: 0.0069 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6434e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6457e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.6477e-05 - mae: 0.0069 - val_loss: 3.1255e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 143/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 3.8760e-05 - mae: 0.0057  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.4966e-05 - mae: 0.0060   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2829e-05 - mae: 0.0064  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5006e-05 - mae: 0.0065  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6457e-05 - mae: 0.0066  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7270e-05 - mae: 0.0067  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8010e-05 - mae: 0.0067  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8677e-05 - mae: 0.0068  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8970e-05 - mae: 0.0068  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9032e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8951e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8834e-05 - mae: 0.0068  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8763e-05 - mae: 0.0068  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8798e-05 - mae: 0.0068  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8857e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8907e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8955e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8986e-05 - mae: 0.0068  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8983e-05 - mae: 0.0068  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9040e-05 - mae: 0.0068 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9050e-05 - mae: 0.0068 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9046e-05 - mae: 0.0068 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9055e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9064e-05 - mae: 0.0068 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 5.9367e-05 - mae: 0.0068 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9465e-05 - mae: 0.0069 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9590e-05 - mae: 0.0069 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9688e-05 - mae: 0.0069 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9962e-05 - mae: 0.0069 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0310e-05 - mae: 0.0069 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0577e-05 - mae: 0.0069 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0829e-05 - mae: 0.0069 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1067e-05 - mae: 0.0069 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1290e-05 - mae: 0.0069 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1496e-05 - mae: 0.0069 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1733e-05 - mae: 0.0069 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1918e-05 - mae: 0.0069 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2090e-05 - mae: 0.0069 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7213e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7222e-05 - mae: 0.0069 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7231e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7240e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7250e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7259e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7271e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7275e-05 - mae: 0.0069 - val_loss: 3.1261e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 144/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 4.9901e-05 - mae: 0.0067  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.6014e-05 - mae: 0.0077   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.9610e-05 - mae: 0.0074  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4850e-05 - mae: 0.0073  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1788e-05 - mae: 0.0072  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1664e-05 - mae: 0.0072  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1554e-05 - mae: 0.0072  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1326e-05 - mae: 0.0072  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0857e-05 - mae: 0.0072  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0321e-05 - mae: 0.0072  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9958e-05 - mae: 0.0072  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9609e-05 - mae: 0.0072  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9245e-05 - mae: 0.0072  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8857e-05 - mae: 0.0072  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8547e-05 - mae: 0.0071  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8379e-05 - mae: 0.0071  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8247e-05 - mae: 0.0071  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8127e-05 - mae: 0.0071  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 7.1447e-05 - mae: 0.0071 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1455e-05 - mae: 0.0071 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1462e-05 - mae: 0.0071 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1469e-05 - mae: 0.0071 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1477e-05 - mae: 0.0071 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1484e-05 - mae: 0.0071 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1490e-05 - mae: 0.0071 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1496e-05 - mae: 0.0071 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1502e-05 - mae: 0.0071 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1508e-05 - mae: 0.0071 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1514e-05 - mae: 0.0071 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1519e-05 - mae: 0.0071 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1524e-05 - mae: 0.0071 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1528e-05 - mae: 0.0071 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1533e-05 - mae: 0.0071 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1538e-05 - mae: 0.0071 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1542e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.1545e-05 - mae: 0.0071 - val_loss: 3.1232e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 145/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 3.8558e-05 - mae: 0.0057  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8611e-05 - mae: 0.0063   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9305e-05 - mae: 0.0063  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9212e-05 - mae: 0.0063  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9782e-05 - mae: 0.0063  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0726e-05 - mae: 0.0064  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.1055e-05 - mae: 0.0064  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.1921e-05 - mae: 0.0064  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2802e-05 - mae: 0.0064  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.3819e-05 - mae: 0.0065  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4860e-05 - mae: 0.0065  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6021e-05 - mae: 0.0066  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6981e-05 - mae: 0.0066  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7836e-05 - mae: 0.0066  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8418e-05 - mae: 0.0067  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9070e-05 - mae: 0.0067  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9538e-05 - mae: 0.0067  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9984e-05 - mae: 0.0067  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0295e-05 - mae: 0.0067 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0538e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0711e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0852e-05 - mae: 0.0068 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0999e-05 - mae: 0.0068 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1115e-05 - mae: 0.0068 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1201e-05 - mae: 0.0068 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1276e-05 - mae: 0.0068 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1339e-05 - mae: 0.0068 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1417e-05 - mae: 0.0068 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1556e-05 - mae: 0.0068 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1701e-05 - mae: 0.0068 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1818e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1938e-05 - mae: 0.0068 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2030e-05 - mae: 0.0068 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2137e-05 - mae: 0.0068 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2220e-05 - mae: 0.0068 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2303e-05 - mae: 0.0068 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2397e-05 - mae: 0.0069 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2473e-05 - mae: 0.0069 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2551e-05 - mae: 0.0069 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2652e-05 - mae: 0.0069 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2722e-05 - mae: 0.0069 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2806e-05 - mae: 0.0069 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2869e-05 - mae: 0.0069 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2924e-05 - mae: 0.0069 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2983e-05 - mae: 0.0069 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3023e-05 - mae: 0.0069 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3070e-05 - mae: 0.0069 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3114e-05 - mae: 0.0069 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3147e-05 - mae: 0.0069 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3190e-05 - mae: 0.0069 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3231e-05 - mae: 0.0069 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3275e-05 - mae: 0.0069 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3331e-05 - mae: 0.0069 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3375e-05 - mae: 0.0069 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3406e-05 - mae: 0.0069 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3435e-05 - mae: 0.0069 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3460e-05 - mae: 0.0069 301/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3481e-05 - mae: 0.0069 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3501e-05 - mae: 0.0069 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3514e-05 - mae: 0.0069 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3524e-05 - mae: 0.0069 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3532e-05 - mae: 0.0069 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3540e-05 - mae: 0.0069 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3546e-05 - mae: 0.0069 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3548e-05 - mae: 0.0069 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3552e-05 - mae: 0.0069 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3556e-05 - mae: 0.0069 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3556e-05 - mae: 0.0069 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3553e-05 - mae: 0.0069 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3552e-05 - mae: 0.0069 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3613e-05 - mae: 0.0069 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3676e-05 - mae: 0.0069 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3723e-05 - mae: 0.0069 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3773e-05 - mae: 0.0069 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3839e-05 - mae: 0.0069 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3900e-05 - mae: 0.0069 400/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3959e-05 - mae: 0.0069 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4015e-05 - mae: 0.0069 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4068e-05 - mae: 0.0069 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4127e-05 - mae: 0.0069 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4174e-05 - mae: 0.0069 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4217e-05 - mae: 0.0069 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4261e-05 - mae: 0.0069 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4301e-05 - mae: 0.0069 442/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4348e-05 - mae: 0.0069 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4384e-05 - mae: 0.0069 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4419e-05 - mae: 0.0069 458/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4458e-05 - mae: 0.0069 464/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4494e-05 - mae: 0.0069 469/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4523e-05 - mae: 0.0069 474/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4554e-05 - mae: 0.0069 479/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4584e-05 - mae: 0.0069 484/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.6426e-05 - mae: 0.0069 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6450e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6475e-05 - mae: 0.0069 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6499e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6524e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6549e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6574e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6599e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.6609e-05 - mae: 0.0069 - val_loss: 3.1243e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 146/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 2.9779e-05 - mae: 0.0049  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7869e-05 - mae: 0.0067   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.9246e-05 - mae: 0.0068  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.3932e-05 - mae: 0.0069  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.6384e-05 - mae: 0.0071  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.2232e-05 - mae: 0.0072  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.5239e-05 - mae: 0.0072  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6618e-05 - mae: 0.0072  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6996e-05 - mae: 0.0072  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7154e-05 - mae: 0.0072  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7061e-05 - mae: 0.0072  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6677e-05 - mae: 0.0072  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6137e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5666e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5090e-05 - mae: 0.0072  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4473e-05 - mae: 0.0071  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3831e-05 - mae: 0.0071  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3211e-05 - mae: 0.0071  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2670e-05 - mae: 0.0071  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2184e-05 - mae: 0.0071 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1830e-05 - mae: 0.0071 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1552e-05 - mae: 0.0071 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1278e-05 - mae: 0.0071 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1022e-05 - mae: 0.0071 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0749e-05 - mae: 0.0071 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0502e-05 - mae: 0.0071 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0181e-05 - mae: 0.0071 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9846e-05 - mae: 0.0071 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9568e-05 - mae: 0.0071 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9312e-05 - mae: 0.0071 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9061e-05 - mae: 0.0070 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8826e-05 - mae: 0.0070 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8584e-05 - mae: 0.0070 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8292e-05 - mae: 0.0070 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8060e-05 - mae: 0.0070 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7861e-05 - mae: 0.0070 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7693e-05 - mae: 0.0070 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7528e-05 - mae: 0.0070 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7370e-05 - mae: 0.0070 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7227e-05 - mae: 0.0070 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7099e-05 - mae: 0.0070 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6992e-05 - mae: 0.0070 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6870e-05 - mae: 0.0070 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6746e-05 - mae: 0.0070 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6622e-05 - mae: 0.0070 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6472e-05 - mae: 0.0070 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6374e-05 - mae: 0.0070 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6272e-05 - mae: 0.0070 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6171e-05 - mae: 0.0070 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6077e-05 - mae: 0.0070 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5989e-05 - mae: 0.0070 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5926e-05 - mae: 0.0070 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5859e-05 - mae: 0.0070 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5786e-05 - mae: 0.0070 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5706e-05 - mae: 0.0070 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5621e-05 - mae: 0.0070 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5516e-05 - mae: 0.0070 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5439e-05 - mae: 0.0070 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5366e-05 - mae: 0.0070 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5294e-05 - mae: 0.0070 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5208e-05 - mae: 0.0070 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5138e-05 - mae: 0.0070 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5069e-05 - mae: 0.0070 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4988e-05 - mae: 0.0070 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4924e-05 - mae: 0.0070 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4865e-05 - mae: 0.0070 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4815e-05 - mae: 0.0070 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4766e-05 - mae: 0.0070 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4715e-05 - mae: 0.0070 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4663e-05 - mae: 0.0070 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4609e-05 - mae: 0.0070 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4566e-05 - mae: 0.0070 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4540e-05 - mae: 0.0070 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4514e-05 - mae: 0.0070 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4485e-05 - mae: 0.0070 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4455e-05 - mae: 0.0070 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4430e-05 - mae: 0.0070 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4417e-05 - mae: 0.0070 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4407e-05 - mae: 0.0070 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4398e-05 - mae: 0.0070 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4387e-05 - mae: 0.0070 414/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4377e-05 - mae: 0.0070 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4367e-05 - mae: 0.0070 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4355e-05 - mae: 0.0070 429/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4343e-05 - mae: 0.0070 434/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4332e-05 - mae: 0.0070 439/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4319e-05 - mae: 0.0070 444/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.4248e-05 - mae: 0.0070 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4234e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4221e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4209e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4196e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4184e-05 - mae: 0.0070 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4167e-05 - mae: 0.0070 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4153e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4135e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4120e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4104e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4085e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4067e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4049e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4028e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4006e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3985e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.3979e-05 - mae: 0.0070 - val_loss: 3.1270e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 147/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 1.7455e-05 - mae: 0.0027  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2775e-04 - mae: 0.0055   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4756e-04 - mae: 0.0061  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4275e-04 - mae: 0.0063  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3538e-04 - mae: 0.0063  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2889e-04 - mae: 0.0063  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2344e-04 - mae: 0.0063  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1823e-04 - mae: 0.0064  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1455e-04 - mae: 0.0064  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1138e-04 - mae: 0.0064  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0881e-04 - mae: 0.0064  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0652e-04 - mae: 0.0064  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0435e-04 - mae: 0.0064  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0243e-04 - mae: 0.0064  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0077e-04 - mae: 0.0064  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9404e-05 - mae: 0.0065  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8510e-05 - mae: 0.0065  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7465e-05 - mae: 0.0065  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6586e-05 - mae: 0.0065 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5668e-05 - mae: 0.0065 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5048e-05 - mae: 0.0065 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4503e-05 - mae: 0.0066 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3849e-05 - mae: 0.0066 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3367e-05 - mae: 0.0066 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2980e-05 - mae: 0.0066 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2540e-05 - mae: 0.0066 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2166e-05 - mae: 0.0067 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1795e-05 - mae: 0.0067 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1444e-05 - mae: 0.0067 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1091e-05 - mae: 0.0067 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0728e-05 - mae: 0.0067 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0375e-05 - mae: 0.0067 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9954e-05 - mae: 0.0067 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9522e-05 - mae: 0.0067 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9164e-05 - mae: 0.0067 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8822e-05 - mae: 0.0067 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8488e-05 - mae: 0.0068 195/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.8152e-05 - mae: 0.0068 201/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.7750e-05 - mae: 0.0068 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.7417e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.7149e-05 - mae: 0.0068 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.6896e-05 - mae: 0.0068 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.6654e-05 - mae: 0.0068 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.6414e-05 - mae: 0.0068 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.6133e-05 - mae: 0.0068 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5865e-05 - mae: 0.0068 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5645e-05 - mae: 0.0068 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5388e-05 - mae: 0.0068 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5129e-05 - mae: 0.0068 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4923e-05 - mae: 0.0068 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4716e-05 - mae: 0.0068 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4508e-05 - mae: 0.0068 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4300e-05 - mae: 0.0068 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4092e-05 - mae: 0.0068 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3889e-05 - mae: 0.0068 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3688e-05 - mae: 0.0068 296/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3490e-05 - mae: 0.0068 301/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3301e-05 - mae: 0.0068 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3110e-05 - mae: 0.0068 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2920e-05 - mae: 0.0068 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2731e-05 - mae: 0.0068 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2546e-05 - mae: 0.0068 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2369e-05 - mae: 0.0068 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2225e-05 - mae: 0.0068 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2051e-05 - mae: 0.0068 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1882e-05 - mae: 0.0069 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1743e-05 - mae: 0.0069 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1586e-05 - mae: 0.0069 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1463e-05 - mae: 0.0069 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1344e-05 - mae: 0.0069 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1225e-05 - mae: 0.0069 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1110e-05 - mae: 0.0069 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.0976e-05 - mae: 0.0069 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.0869e-05 - mae: 0.0069 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.0762e-05 - mae: 0.0069 395/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.0657e-05 - mae: 0.0069 400/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.0552e-05 - mae: 0.0069 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.0427e-05 - mae: 0.0069 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.0322e-05 - mae: 0.0069 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.0216e-05 - mae: 0.0069 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.0111e-05 - mae: 0.0069 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.0007e-05 - mae: 0.0069 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9908e-05 - mae: 0.0069 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9808e-05 - mae: 0.0069 441/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9708e-05 - mae: 0.0069 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9587e-05 - mae: 0.0069 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9487e-05 - mae: 0.0069 457/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9394e-05 - mae: 0.0069 462/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9301e-05 - mae: 0.0069 467/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9209e-05 - mae: 0.0069 472/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9117e-05 - mae: 0.0069 477/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9024e-05 - mae: 0.0069 482/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.8932e-05 - mae: 0.0069 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.8841e-05 - mae: 0.0069 492/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.8749e-05 - mae: 0.0069 497/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.8658e-05 - mae: 0.0069 502/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.8571e-05 - mae: 0.0069 507/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.8483e-05 - mae: 0.0069 513/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.8381e-05 - mae: 0.0069 518/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.8297e-05 - mae: 0.0069 523/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.8215e-05 - mae: 0.0069 528/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.8135e-05 - mae: 0.0069 533/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.8060e-05 - mae: 0.0069 538/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.7986e-05 - mae: 0.0069 544/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.7896e-05 - mae: 0.0069 550/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.7809e-05 - mae: 0.0069 556/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.5117e-05 - mae: 0.0069 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5064e-05 - mae: 0.0069 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5011e-05 - mae: 0.0069 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4958e-05 - mae: 0.0069 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4905e-05 - mae: 0.0069 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4853e-05 - mae: 0.0069 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4800e-05 - mae: 0.0069 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4748e-05 - mae: 0.0069 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4695e-05 - mae: 0.0069 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4644e-05 - mae: 0.0069 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4585e-05 - mae: 0.0069 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4536e-05 - mae: 0.0069 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4480e-05 - mae: 0.0069 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4425e-05 - mae: 0.0069 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4380e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4325e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4290e-05 - mae: 0.0069 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4260e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4231e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4202e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4173e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4139e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.4133e-05 - mae: 0.0069 - val_loss: 3.1277e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 148/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 3.3295e-05 - mae: 0.0052  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 8.1749e-05 - mae: 0.0071   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 8.0669e-05 - mae: 0.0072  19/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8178e-05 - mae: 0.0072  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6561e-05 - mae: 0.0072  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5140e-05 - mae: 0.0072  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3776e-05 - mae: 0.0072  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2745e-05 - mae: 0.0072  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1774e-05 - mae: 0.0072  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0941e-05 - mae: 0.0071  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0207e-05 - mae: 0.0071  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9309e-05 - mae: 0.0071  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8506e-05 - mae: 0.0071  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7903e-05 - mae: 0.0070  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7472e-05 - mae: 0.0070  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7306e-05 - mae: 0.0070  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7323e-05 - mae: 0.0070  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7467e-05 - mae: 0.0070  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7560e-05 - mae: 0.0070 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7621e-05 - mae: 0.0070 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7663e-05 - mae: 0.0070 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8329e-05 - mae: 0.0070 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9036e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9613e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0112e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0564e-05 - mae: 0.0070 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0933e-05 - mae: 0.0070 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1232e-05 - mae: 0.0070 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1487e-05 - mae: 0.0070 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1719e-05 - mae: 0.0070 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1928e-05 - mae: 0.0070 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2142e-05 - mae: 0.0070 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2284e-05 - mae: 0.0070 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2433e-05 - mae: 0.0070 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2586e-05 - mae: 0.0070 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2735e-05 - mae: 0.0070 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2869e-05 - mae: 0.0070 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2972e-05 - mae: 0.0070 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3086e-05 - mae: 0.0070 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3170e-05 - mae: 0.0070 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3241e-05 - mae: 0.0070 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3297e-05 - mae: 0.0070 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3353e-05 - mae: 0.0070 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3383e-05 - mae: 0.0070 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3414e-05 - mae: 0.0070 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3431e-05 - mae: 0.0070 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3436e-05 - mae: 0.0070 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3429e-05 - mae: 0.0070 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3419e-05 - mae: 0.0070 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3404e-05 - mae: 0.0070 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3384e-05 - mae: 0.0070 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3370e-05 - mae: 0.0070 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3349e-05 - mae: 0.0070 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3322e-05 - mae: 0.0070 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3301e-05 - mae: 0.0070 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3273e-05 - mae: 0.0070 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3239e-05 - mae: 0.0070 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3201e-05 - mae: 0.0070 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3158e-05 - mae: 0.0070 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3100e-05 - mae: 0.0070 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3048e-05 - mae: 0.0070 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2995e-05 - mae: 0.0070 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2937e-05 - mae: 0.0070 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2881e-05 - mae: 0.0070 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2824e-05 - mae: 0.0070 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2763e-05 - mae: 0.0070 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2707e-05 - mae: 0.0070 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2649e-05 - mae: 0.0070 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2592e-05 - mae: 0.0070 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2531e-05 - mae: 0.0070 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2480e-05 - mae: 0.0070 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2435e-05 - mae: 0.0070 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2379e-05 - mae: 0.0070 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2337e-05 - mae: 0.0070 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2300e-05 - mae: 0.0070 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2266e-05 - mae: 0.0070 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2230e-05 - mae: 0.0070 400/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2193e-05 - mae: 0.0070 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2157e-05 - mae: 0.0070 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2116e-05 - mae: 0.0070 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2075e-05 - mae: 0.0070 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.2032e-05 - mae: 0.0070 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1995e-05 - mae: 0.0070 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1959e-05 - mae: 0.0070 435/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1923e-05 - mae: 0.0070 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1888e-05 - mae: 0.0070 445/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1853e-05 - mae: 0.0070 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1819e-05 - mae: 0.0070 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1785e-05 - mae: 0.0070 460/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1750e-05 - mae: 0.0070 465/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1714e-05 - mae: 0.0070 470/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1679e-05 - mae: 0.0070 475/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1643e-05 - mae: 0.0070 480/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1606e-05 - mae: 0.0070 485/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1571e-05 - mae: 0.0070 490/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1539e-05 - mae: 0.0070 495/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1509e-05 - mae: 0.0070 500/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1478e-05 - mae: 0.0070 505/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1449e-05 - mae: 0.0070 510/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1424e-05 - mae: 0.0070 515/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1409e-05 - mae: 0.0070 521/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.1159e-05 - mae: 0.0070 669/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1148e-05 - mae: 0.0070 674/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1139e-05 - mae: 0.0070 679/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1129e-05 - mae: 0.0070 684/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1121e-05 - mae: 0.0070 689/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1114e-05 - mae: 0.0070 694/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1107e-05 - mae: 0.0070 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1099e-05 - mae: 0.0070 704/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1093e-05 - mae: 0.0070 709/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1087e-05 - mae: 0.0070 714/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1082e-05 - mae: 0.0070 719/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1075e-05 - mae: 0.0070 724/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1069e-05 - mae: 0.0070 729/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1064e-05 - mae: 0.0070 734/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1058e-05 - mae: 0.0070 739/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1053e-05 - mae: 0.0070 744/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1047e-05 - mae: 0.0070 749/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1042e-05 - mae: 0.0070 754/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1037e-05 - mae: 0.0070 759/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1031e-05 - mae: 0.0070 764/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1024e-05 - mae: 0.0070 769/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1018e-05 - mae: 0.0070 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1012e-05 - mae: 0.0070 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1005e-05 - mae: 0.0070 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0999e-05 - mae: 0.0070 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0996e-05 - mae: 0.0070 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0993e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0989e-05 - mae: 0.0070 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0985e-05 - mae: 0.0070 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0981e-05 - mae: 0.0070 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0976e-05 - mae: 0.0070 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0969e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0963e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0956e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0949e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0941e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0933e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0926e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0918e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0910e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0902e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0893e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0885e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0876e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0868e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.0867e-05 - mae: 0.0070 - val_loss: 3.1321e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 149/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 9.2320e-05 - mae: 0.0088  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1502e-05 - mae: 0.0074   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.3375e-05 - mae: 0.0074  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.2966e-05 - mae: 0.0074  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1615e-05 - mae: 0.0074  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0579e-05 - mae: 0.0073  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9508e-05 - mae: 0.0073  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.8665e-05 - mae: 0.0073  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.8031e-05 - mae: 0.0073  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7469e-05 - mae: 0.0073  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7136e-05 - mae: 0.0073  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6792e-05 - mae: 0.0073  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6404e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6036e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5674e-05 - mae: 0.0072  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5280e-05 - mae: 0.0072  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4900e-05 - mae: 0.0072  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4572e-05 - mae: 0.0071  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4293e-05 - mae: 0.0071  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4109e-05 - mae: 0.0071 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4039e-05 - mae: 0.0071 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4061e-05 - mae: 0.0071 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4121e-05 - mae: 0.0071 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4219e-05 - mae: 0.0071 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4312e-05 - mae: 0.0071 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4414e-05 - mae: 0.0071 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4490e-05 - mae: 0.0071 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4537e-05 - mae: 0.0071 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4589e-05 - mae: 0.0071 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4611e-05 - mae: 0.0071 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4638e-05 - mae: 0.0071 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4681e-05 - mae: 0.0071 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4701e-05 - mae: 0.0071 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4713e-05 - mae: 0.0071 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4750e-05 - mae: 0.0071 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4789e-05 - mae: 0.0071 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4818e-05 - mae: 0.0071 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4835e-05 - mae: 0.0071 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4845e-05 - mae: 0.0071 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4856e-05 - mae: 0.0071 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4895e-05 - mae: 0.0071 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4936e-05 - mae: 0.0071 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4981e-05 - mae: 0.0071 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5045e-05 - mae: 0.0071 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5140e-05 - mae: 0.0071 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5237e-05 - mae: 0.0071 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5324e-05 - mae: 0.0071 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5405e-05 - mae: 0.0071 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5490e-05 - mae: 0.0071 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5632e-05 - mae: 0.0071 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5763e-05 - mae: 0.0071 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5882e-05 - mae: 0.0071 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5990e-05 - mae: 0.0071 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6108e-05 - mae: 0.0071 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6218e-05 - mae: 0.0071 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6334e-05 - mae: 0.0071 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6453e-05 - mae: 0.0071 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6564e-05 - mae: 0.0071 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6668e-05 - mae: 0.0071 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6763e-05 - mae: 0.0071 305/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6854e-05 - mae: 0.0071 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6954e-05 - mae: 0.0071 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7027e-05 - mae: 0.0071 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7096e-05 - mae: 0.0071 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.0766e-05 - mae: 0.0071 760/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0781e-05 - mae: 0.0071 765/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0797e-05 - mae: 0.0071 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0812e-05 - mae: 0.0071 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0825e-05 - mae: 0.0071 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0838e-05 - mae: 0.0071 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0850e-05 - mae: 0.0071 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0861e-05 - mae: 0.0071 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0872e-05 - mae: 0.0071 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0882e-05 - mae: 0.0071 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0892e-05 - mae: 0.0071 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0901e-05 - mae: 0.0071 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0909e-05 - mae: 0.0071 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0918e-05 - mae: 0.0071 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0926e-05 - mae: 0.0071 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0933e-05 - mae: 0.0071 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0939e-05 - mae: 0.0071 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0945e-05 - mae: 0.0071 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0952e-05 - mae: 0.0071 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0958e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0963e-05 - mae: 0.0071 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0969e-05 - mae: 0.0071 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0973e-05 - mae: 0.0071 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0977e-05 - mae: 0.0071 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0981e-05 - mae: 0.0071 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0983e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.0985e-05 - mae: 0.0071 - val_loss: 3.1245e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 150/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 38ms/step - loss: 4.8038e-05 - mae: 0.0064  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.1965e-05 - mae: 0.0064   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.3691e-05 - mae: 0.0065  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.3304e-05 - mae: 0.0065  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.3175e-05 - mae: 0.0065  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.3095e-05 - mae: 0.0065  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.3422e-05 - mae: 0.0065  37/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.4492e-05 - mae: 0.0065  42/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6212e-05 - mae: 0.0065  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7679e-05 - mae: 0.0066  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.8786e-05 - mae: 0.0066  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9664e-05 - mae: 0.0066  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0268e-05 - mae: 0.0067  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0658e-05 - mae: 0.0067  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0936e-05 - mae: 0.0067  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1149e-05 - mae: 0.0067  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1357e-05 - mae: 0.0067  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1522e-05 - mae: 0.0067  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1664e-05 - mae: 0.0067  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1840e-05 - mae: 0.0068 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2153e-05 - mae: 0.0068 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2472e-05 - mae: 0.0068 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2770e-05 - mae: 0.0068 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3012e-05 - mae: 0.0068 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3209e-05 - mae: 0.0068 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3368e-05 - mae: 0.0068 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3488e-05 - mae: 0.0068 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3565e-05 - mae: 0.0068 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3651e-05 - mae: 0.0068 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3737e-05 - mae: 0.0068 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3822e-05 - mae: 0.0068 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3888e-05 - mae: 0.0068 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3943e-05 - mae: 0.0068 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3985e-05 - mae: 0.0068 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4000e-05 - mae: 0.0068 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3991e-05 - mae: 0.0068 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3967e-05 - mae: 0.0068 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3938e-05 - mae: 0.0068 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3916e-05 - mae: 0.0068 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3894e-05 - mae: 0.0068 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3869e-05 - mae: 0.0068 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3833e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3793e-05 - mae: 0.0068 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3755e-05 - mae: 0.0068 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3713e-05 - mae: 0.0068 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3669e-05 - mae: 0.0068 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3623e-05 - mae: 0.0068 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3583e-05 - mae: 0.0068 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3747e-05 - mae: 0.0068 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3946e-05 - mae: 0.0068 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4128e-05 - mae: 0.0068 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4299e-05 - mae: 0.0068 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4468e-05 - mae: 0.0068 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4625e-05 - mae: 0.0068 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4769e-05 - mae: 0.0068 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7871e-05 - mae: 0.0068 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7885e-05 - mae: 0.0068 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7899e-05 - mae: 0.0068 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7913e-05 - mae: 0.0068 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7926e-05 - mae: 0.0068 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7938e-05 - mae: 0.0068 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7949e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.7960e-05 - mae: 0.0068 - val_loss: 3.1269e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 151/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 6.9916e-05 - mae: 0.0074  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0165e-05 - mae: 0.0080   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7104e-05 - mae: 0.0078  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.5343e-05 - mae: 0.0077  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5246e-05 - mae: 0.0077  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5453e-05 - mae: 0.0077  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5376e-05 - mae: 0.0077  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5522e-05 - mae: 0.0077  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5478e-05 - mae: 0.0076  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5302e-05 - mae: 0.0076  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5045e-05 - mae: 0.0076  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4818e-05 - mae: 0.0076  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4575e-05 - mae: 0.0075  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4465e-05 - mae: 0.0075  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4621e-05 - mae: 0.0075  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4670e-05 - mae: 0.0075  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4720e-05 - mae: 0.0075  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4775e-05 - mae: 0.0075  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4798e-05 - mae: 0.0074  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4803e-05 - mae: 0.0074 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4786e-05 - mae: 0.0074 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4794e-05 - mae: 0.0074 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4771e-05 - mae: 0.0074 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4727e-05 - mae: 0.0074 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4683e-05 - mae: 0.0074 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4660e-05 - mae: 0.0074 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4606e-05 - mae: 0.0073 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4536e-05 - mae: 0.0073 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4443e-05 - mae: 0.0073 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4361e-05 - mae: 0.0073 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4289e-05 - mae: 0.0073 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4209e-05 - mae: 0.0073 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4126e-05 - mae: 0.0073 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4038e-05 - mae: 0.0073 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3955e-05 - mae: 0.0073 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3881e-05 - mae: 0.0072 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3828e-05 - mae: 0.0072 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3756e-05 - mae: 0.0072 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3687e-05 - mae: 0.0072 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3615e-05 - mae: 0.0072 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3539e-05 - mae: 0.0072 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3463e-05 - mae: 0.0072 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3399e-05 - mae: 0.0072 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3338e-05 - mae: 0.0072 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3278e-05 - mae: 0.0072 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3224e-05 - mae: 0.0072 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.3483e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3508e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3533e-05 - mae: 0.0070 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3556e-05 - mae: 0.0070 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3579e-05 - mae: 0.0070 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3601e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3625e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3652e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3678e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3704e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3731e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3757e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3791e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3831e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3876e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.3923e-05 - mae: 0.0070 - val_loss: 3.1226e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 152/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 4.8989e-05 - mae: 0.0064  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 6.4784e-05 - mae: 0.0069   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6989e-05 - mae: 0.0070  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6287e-05 - mae: 0.0070  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5395e-05 - mae: 0.0070  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5281e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5601e-05 - mae: 0.0070  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6029e-05 - mae: 0.0070  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6077e-05 - mae: 0.0070  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6014e-05 - mae: 0.0070  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5903e-05 - mae: 0.0070  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5767e-05 - mae: 0.0070  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5668e-05 - mae: 0.0070  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5483e-05 - mae: 0.0070  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5385e-05 - mae: 0.0070  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5281e-05 - mae: 0.0070  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5124e-05 - mae: 0.0070  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5159e-05 - mae: 0.0071  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5321e-05 - mae: 0.0071  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5595e-05 - mae: 0.0071 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5832e-05 - mae: 0.0071 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6008e-05 - mae: 0.0071 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6166e-05 - mae: 0.0071 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6299e-05 - mae: 0.0071 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6432e-05 - mae: 0.0071 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6536e-05 - mae: 0.0071 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6603e-05 - mae: 0.0071 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6664e-05 - mae: 0.0071 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6704e-05 - mae: 0.0071 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6712e-05 - mae: 0.0071 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6716e-05 - mae: 0.0071 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6721e-05 - mae: 0.0071 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6713e-05 - mae: 0.0071 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6699e-05 - mae: 0.0071 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6689e-05 - mae: 0.0071 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6673e-05 - mae: 0.0071 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6653e-05 - mae: 0.0071 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6635e-05 - mae: 0.0071 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7327e-05 - mae: 0.0071 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7346e-05 - mae: 0.0071 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7366e-05 - mae: 0.0071 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7385e-05 - mae: 0.0071 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7404e-05 - mae: 0.0071 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7427e-05 - mae: 0.0071 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7454e-05 - mae: 0.0071 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7482e-05 - mae: 0.0071 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7511e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7540e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.7546e-05 - mae: 0.0071 - val_loss: 3.1218e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 153/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 4.8635e-05 - mae: 0.0070  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.1826e-05 - mae: 0.0062   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.5045e-05 - mae: 0.0063  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7202e-05 - mae: 0.0064  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8120e-05 - mae: 0.0064  30/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8894e-05 - mae: 0.0064  35/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0025e-05 - mae: 0.0065  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1089e-05 - mae: 0.0065  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1906e-05 - mae: 0.0066  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2580e-05 - mae: 0.0066  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3137e-05 - mae: 0.0066  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3637e-05 - mae: 0.0066  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4166e-05 - mae: 0.0066  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4497e-05 - mae: 0.0067  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4979e-05 - mae: 0.0067  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5452e-05 - mae: 0.0067  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5845e-05 - mae: 0.0067  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6402e-05 - mae: 0.0067  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6997e-05 - mae: 0.0068 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7524e-05 - mae: 0.0068 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8015e-05 - mae: 0.0068 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8493e-05 - mae: 0.0068 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8971e-05 - mae: 0.0068 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9482e-05 - mae: 0.0068 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9845e-05 - mae: 0.0069 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0163e-05 - mae: 0.0069 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0454e-05 - mae: 0.0069 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0734e-05 - mae: 0.0069 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0999e-05 - mae: 0.0069 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7404e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7433e-05 - mae: 0.0070 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7461e-05 - mae: 0.0070 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7490e-05 - mae: 0.0070 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7519e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7548e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7577e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7604e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7630e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7655e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7679e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7703e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7727e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7750e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7773e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7782e-05 - mae: 0.0070 - val_loss: 3.1334e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 154/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 44s 50ms/step - loss: 1.2306e-04 - mae: 0.0085  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 9.9461e-05 - mae: 0.0085   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1046e-04 - mae: 0.0080  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2272e-04 - mae: 0.0079  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2571e-04 - mae: 0.0079  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2534e-04 - mae: 0.0078  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2327e-04 - mae: 0.0078  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2083e-04 - mae: 0.0077  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1775e-04 - mae: 0.0076  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1538e-04 - mae: 0.0076  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1317e-04 - mae: 0.0076  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1104e-04 - mae: 0.0075  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0901e-04 - mae: 0.0075  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0711e-04 - mae: 0.0074  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0535e-04 - mae: 0.0074  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0379e-04 - mae: 0.0074  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0238e-04 - mae: 0.0073  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0106e-04 - mae: 0.0073  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9806e-05 - mae: 0.0073 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8692e-05 - mae: 0.0073 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7630e-05 - mae: 0.0073 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6697e-05 - mae: 0.0073 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5809e-05 - mae: 0.0072 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4785e-05 - mae: 0.0072 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.4926e-05 - mae: 0.0070 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.4907e-05 - mae: 0.0070 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4887e-05 - mae: 0.0070 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4868e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4848e-05 - mae: 0.0070 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4828e-05 - mae: 0.0070 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4809e-05 - mae: 0.0070 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4788e-05 - mae: 0.0070 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4768e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4748e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4727e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4707e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4688e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4668e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4648e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4628e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4607e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4586e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4565e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4543e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4522e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4500e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.4495e-05 - mae: 0.0070 - val_loss: 3.1225e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 155/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 4.0072e-05 - mae: 0.0054  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.3851e-05 - mae: 0.0068   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.6594e-05 - mae: 0.0070  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.5202e-05 - mae: 0.0070  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.3260e-05 - mae: 0.0070  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1763e-05 - mae: 0.0069  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0636e-05 - mae: 0.0069  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9576e-05 - mae: 0.0069  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9146e-05 - mae: 0.0069  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.8650e-05 - mae: 0.0069  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.8077e-05 - mae: 0.0069  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7495e-05 - mae: 0.0069  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7004e-05 - mae: 0.0068  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6676e-05 - mae: 0.0068  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6357e-05 - mae: 0.0068  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6054e-05 - mae: 0.0068  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5732e-05 - mae: 0.0068  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5432e-05 - mae: 0.0068  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5172e-05 - mae: 0.0068  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4903e-05 - mae: 0.0068 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4633e-05 - mae: 0.0068 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4357e-05 - mae: 0.0068 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4078e-05 - mae: 0.0068 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3856e-05 - mae: 0.0068 121/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3654e-05 - mae: 0.0068 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3486e-05 - mae: 0.0068 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3317e-05 - mae: 0.0067 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3151e-05 - mae: 0.0067 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2995e-05 - mae: 0.0067 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2854e-05 - mae: 0.0067 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2725e-05 - mae: 0.0067 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2635e-05 - mae: 0.0067 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2571e-05 - mae: 0.0067 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2519e-05 - mae: 0.0067 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2461e-05 - mae: 0.0067 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2398e-05 - mae: 0.0067 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2361e-05 - mae: 0.0067 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2336e-05 - mae: 0.0067 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2333e-05 - mae: 0.0067 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2337e-05 - mae: 0.0067 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2349e-05 - mae: 0.0068 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2352e-05 - mae: 0.0068 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2357e-05 - mae: 0.0068 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2364e-05 - mae: 0.0068 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2369e-05 - mae: 0.0068 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7223e-05 - mae: 0.0069 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7246e-05 - mae: 0.0069 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7272e-05 - mae: 0.0069 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7293e-05 - mae: 0.0069 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7314e-05 - mae: 0.0069 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7337e-05 - mae: 0.0069 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7356e-05 - mae: 0.0069 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7375e-05 - mae: 0.0069 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7400e-05 - mae: 0.0069 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7419e-05 - mae: 0.0069 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7443e-05 - mae: 0.0069 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7462e-05 - mae: 0.0069 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7481e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7500e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7519e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7537e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7554e-05 - mae: 0.0069 - val_loss: 3.1210e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 156/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 3.5292e-05 - mae: 0.0050  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.6396e-05 - mae: 0.0058   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7691e-05 - mae: 0.0061  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0656e-05 - mae: 0.0063  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3707e-05 - mae: 0.0064  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4978e-05 - mae: 0.0065  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5883e-05 - mae: 0.0065  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6801e-05 - mae: 0.0066  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7654e-05 - mae: 0.0066  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8284e-05 - mae: 0.0067  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8697e-05 - mae: 0.0067  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8924e-05 - mae: 0.0067  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9061e-05 - mae: 0.0067  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9196e-05 - mae: 0.0067  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9308e-05 - mae: 0.0067  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9386e-05 - mae: 0.0068  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9497e-05 - mae: 0.0068  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9596e-05 - mae: 0.0068  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9723e-05 - mae: 0.0068  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9915e-05 - mae: 0.0068 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0111e-05 - mae: 0.0068 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0511e-05 - mae: 0.0068 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1052e-05 - mae: 0.0068 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1524e-05 - mae: 0.0068 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2065e-05 - mae: 0.0068 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2446e-05 - mae: 0.0068 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2771e-05 - mae: 0.0068 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3065e-05 - mae: 0.0068 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3314e-05 - mae: 0.0068 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3559e-05 - mae: 0.0069 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3765e-05 - mae: 0.0069 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4058e-05 - mae: 0.0069 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4308e-05 - mae: 0.0069 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4535e-05 - mae: 0.0069 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4745e-05 - mae: 0.0069 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4923e-05 - mae: 0.0069 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5076e-05 - mae: 0.0069 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.8392e-05 - mae: 0.0069 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8427e-05 - mae: 0.0069 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8452e-05 - mae: 0.0069 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8473e-05 - mae: 0.0069 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8491e-05 - mae: 0.0069 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8505e-05 - mae: 0.0069 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8515e-05 - mae: 0.0069 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8524e-05 - mae: 0.0069 382/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8528e-05 - mae: 0.0069 387/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8530e-05 - mae: 0.0069 393/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8529e-05 - mae: 0.0069 399/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8534e-05 - mae: 0.0069 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8533e-05 - mae: 0.0069 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8534e-05 - mae: 0.0069 414/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8534e-05 - mae: 0.0069 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8532e-05 - mae: 0.0069 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8531e-05 - mae: 0.0069 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8527e-05 - mae: 0.0069 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8519e-05 - mae: 0.0069 442/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8510e-05 - mae: 0.0069 448/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8497e-05 - mae: 0.0069 453/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8485e-05 - mae: 0.0069 459/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8467e-05 - mae: 0.0069 464/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8453e-05 - mae: 0.0069 470/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8436e-05 - mae: 0.0069 476/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8420e-05 - mae: 0.0069 481/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8409e-05 - mae: 0.0069 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.8394e-05 - mae: 0.0069 493/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.8905e-05 - mae: 0.0070 719/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8921e-05 - mae: 0.0070 724/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8936e-05 - mae: 0.0070 729/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8954e-05 - mae: 0.0070 734/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8971e-05 - mae: 0.0070 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8990e-05 - mae: 0.0070 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9009e-05 - mae: 0.0070 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9024e-05 - mae: 0.0070 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9040e-05 - mae: 0.0070 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9056e-05 - mae: 0.0070 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9075e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9089e-05 - mae: 0.0070 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9103e-05 - mae: 0.0070 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9117e-05 - mae: 0.0070 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9131e-05 - mae: 0.0070 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9145e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9159e-05 - mae: 0.0070 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9175e-05 - mae: 0.0070 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9188e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9201e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9213e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9227e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9238e-05 - mae: 0.0070 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9249e-05 - mae: 0.0070 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9258e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9268e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9276e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9284e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9292e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9301e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9308e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9316e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9322e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9326e-05 - mae: 0.0070 - val_loss: 3.1234e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 157/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 6.3903e-05 - mae: 0.0075  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 5.4254e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8083e-05 - mae: 0.0067  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5840e-05 - mae: 0.0070  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0733e-05 - mae: 0.0072  30/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2704e-05 - mae: 0.0073  35/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3946e-05 - mae: 0.0073  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4778e-05 - mae: 0.0073  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5555e-05 - mae: 0.0073  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5857e-05 - mae: 0.0073  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5785e-05 - mae: 0.0073  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5627e-05 - mae: 0.0073  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5466e-05 - mae: 0.0073  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5253e-05 - mae: 0.0073  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5081e-05 - mae: 0.0073  84/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4904e-05 - mae: 0.0073  89/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4688e-05 - mae: 0.0072  94/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5103e-05 - mae: 0.0072 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5485e-05 - mae: 0.0072 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5755e-05 - mae: 0.0072 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5899e-05 - mae: 0.0072 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5963e-05 - mae: 0.0072 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6032e-05 - mae: 0.0072 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6092e-05 - mae: 0.0072 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6240e-05 - mae: 0.0072 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6329e-05 - mae: 0.0072 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6381e-05 - mae: 0.0072 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6380e-05 - mae: 0.0072 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6350e-05 - mae: 0.0072 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6306e-05 - mae: 0.0072 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6252e-05 - mae: 0.0072 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6172e-05 - mae: 0.0072 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6074e-05 - mae: 0.0072 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5977e-05 - mae: 0.0072 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.3628e-05 - mae: 0.0071 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3613e-05 - mae: 0.0071 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3598e-05 - mae: 0.0071 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3582e-05 - mae: 0.0071 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3566e-05 - mae: 0.0071 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3550e-05 - mae: 0.0071 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3533e-05 - mae: 0.0071 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3516e-05 - mae: 0.0071 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3499e-05 - mae: 0.0071 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3481e-05 - mae: 0.0071 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3461e-05 - mae: 0.0071 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3445e-05 - mae: 0.0071 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3429e-05 - mae: 0.0071 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3413e-05 - mae: 0.0071 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3401e-05 - mae: 0.0071 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3388e-05 - mae: 0.0071 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3375e-05 - mae: 0.0071 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3359e-05 - mae: 0.0071 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3346e-05 - mae: 0.0071 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3331e-05 - mae: 0.0071 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3321e-05 - mae: 0.0071 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3310e-05 - mae: 0.0071 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3300e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.3296e-05 - mae: 0.0071 - val_loss: 3.1201e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 158/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 4.4247e-05 - mae: 0.0056  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5391e-05 - mae: 0.0066   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6780e-05 - mae: 0.0065  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9414e-05 - mae: 0.0066  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0615e-05 - mae: 0.0066  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0713e-05 - mae: 0.0066  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0558e-05 - mae: 0.0066  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5316e-05 - mae: 0.0067  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1013e-05 - mae: 0.0067  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4839e-05 - mae: 0.0067  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7421e-05 - mae: 0.0068  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9087e-05 - mae: 0.0068  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0110e-05 - mae: 0.0068  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0705e-05 - mae: 0.0068  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1116e-05 - mae: 0.0068  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1275e-05 - mae: 0.0068  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1349e-05 - mae: 0.0068  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1389e-05 - mae: 0.0068  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1416e-05 - mae: 0.0068  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1435e-05 - mae: 0.0068 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1432e-05 - mae: 0.0068 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1383e-05 - mae: 0.0068 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1312e-05 - mae: 0.0068 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1274e-05 - mae: 0.0068 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1377e-05 - mae: 0.0068 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1436e-05 - mae: 0.0068 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1450e-05 - mae: 0.0068 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1429e-05 - mae: 0.0068 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1382e-05 - mae: 0.0068 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1322e-05 - mae: 0.0068 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1244e-05 - mae: 0.0068 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1167e-05 - mae: 0.0068 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1107e-05 - mae: 0.0069 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1025e-05 - mae: 0.0069 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0935e-05 - mae: 0.0069 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0826e-05 - mae: 0.0069 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0685e-05 - mae: 0.0069 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0557e-05 - mae: 0.0069 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0441e-05 - mae: 0.0069 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0323e-05 - mae: 0.0069 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0213e-05 - mae: 0.0069 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0105e-05 - mae: 0.0069 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0014e-05 - mae: 0.0069 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9919e-05 - mae: 0.0069 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9855e-05 - mae: 0.0069 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9788e-05 - mae: 0.0069 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9717e-05 - mae: 0.0069 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9642e-05 - mae: 0.0069 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9562e-05 - mae: 0.0069 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9476e-05 - mae: 0.0069 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9397e-05 - mae: 0.0069 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9314e-05 - mae: 0.0069 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9227e-05 - mae: 0.0069 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9133e-05 - mae: 0.0069 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9033e-05 - mae: 0.0069 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8949e-05 - mae: 0.0069 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8867e-05 - mae: 0.0069 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8785e-05 - mae: 0.0069 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8702e-05 - mae: 0.0069 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8618e-05 - mae: 0.0069 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8524e-05 - mae: 0.0069 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8448e-05 - mae: 0.0069 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8373e-05 - mae: 0.0069 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8303e-05 - mae: 0.0069 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8233e-05 - mae: 0.0069 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8161e-05 - mae: 0.0069 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8147e-05 - mae: 0.0069 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8121e-05 - mae: 0.0069 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8093e-05 - mae: 0.0069 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8062e-05 - mae: 0.0069 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.8031e-05 - mae: 0.0069 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7994e-05 - mae: 0.0070 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7954e-05 - mae: 0.0070 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7913e-05 - mae: 0.0070 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7868e-05 - mae: 0.0070 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7820e-05 - mae: 0.0070 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7770e-05 - mae: 0.0070 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7719e-05 - mae: 0.0070 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.7666e-05 - mae: 0.0070 402/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.7601e-05 - mae: 0.0070 407/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.7548e-05 - mae: 0.0070 413/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.7485e-05 - mae: 0.0070 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.7421e-05 - mae: 0.0070 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.7368e-05 - mae: 0.0070 429/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.7313e-05 - mae: 0.0070 434/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.7255e-05 - mae: 0.0070 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.4730e-05 - mae: 0.0070 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4707e-05 - mae: 0.0070 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4684e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4662e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4636e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4614e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4593e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4572e-05 - mae: 0.0070 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4550e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4528e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4501e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4479e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4457e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4435e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4412e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4385e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.4381e-05 - mae: 0.0070 - val_loss: 3.1294e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 159/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 1.9079e-05 - mae: 0.0032  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 1.2466e-04 - mae: 0.0059   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8257e-04 - mae: 0.0070  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8698e-04 - mae: 0.0074  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8105e-04 - mae: 0.0075  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.7362e-04 - mae: 0.0075  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6711e-04 - mae: 0.0075  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6093e-04 - mae: 0.0075  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5611e-04 - mae: 0.0075  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5148e-04 - mae: 0.0074  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4733e-04 - mae: 0.0074  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4349e-04 - mae: 0.0074  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3938e-04 - mae: 0.0074  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3624e-04 - mae: 0.0073  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3367e-04 - mae: 0.0073  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3174e-04 - mae: 0.0073  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2983e-04 - mae: 0.0073  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2800e-04 - mae: 0.0073  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2629e-04 - mae: 0.0073  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2464e-04 - mae: 0.0073 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2305e-04 - mae: 0.0073 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2151e-04 - mae: 0.0072 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.2005e-04 - mae: 0.0072 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1866e-04 - mae: 0.0072 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1706e-04 - mae: 0.0072 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1582e-04 - mae: 0.0072 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1464e-04 - mae: 0.0072 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1351e-04 - mae: 0.0072 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1244e-04 - mae: 0.0072 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1144e-04 - mae: 0.0072 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1049e-04 - mae: 0.0072 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0960e-04 - mae: 0.0072 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0878e-04 - mae: 0.0072 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0798e-04 - mae: 0.0072 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0720e-04 - mae: 0.0072 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0646e-04 - mae: 0.0072 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0573e-04 - mae: 0.0072 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0488e-04 - mae: 0.0072 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0419e-04 - mae: 0.0072 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0353e-04 - mae: 0.0072 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0289e-04 - mae: 0.0072 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0226e-04 - mae: 0.0071 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0166e-04 - mae: 0.0071 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0108e-04 - mae: 0.0071 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0057e-04 - mae: 0.0071 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 1.0009e-04 - mae: 0.0071 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.9626e-05 - mae: 0.0071 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.9092e-05 - mae: 0.0071 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.8670e-05 - mae: 0.0071 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.8259e-05 - mae: 0.0071 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7871e-05 - mae: 0.0071 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7490e-05 - mae: 0.0071 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.7115e-05 - mae: 0.0071 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.6748e-05 - mae: 0.0071 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.6385e-05 - mae: 0.0071 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.6029e-05 - mae: 0.0071 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5686e-05 - mae: 0.0071 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.5348e-05 - mae: 0.0071 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.4963e-05 - mae: 0.0071 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.4655e-05 - mae: 0.0071 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.4287e-05 - mae: 0.0071 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.3926e-05 - mae: 0.0071 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.3574e-05 - mae: 0.0071 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.3282e-05 - mae: 0.0071 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.2939e-05 - mae: 0.0071 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.2661e-05 - mae: 0.0071 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.2337e-05 - mae: 0.0071 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.2079e-05 - mae: 0.0071 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1825e-05 - mae: 0.0071 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1577e-05 - mae: 0.0071 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1333e-05 - mae: 0.0071 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.1093e-05 - mae: 0.0071 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.0810e-05 - mae: 0.0071 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.0581e-05 - mae: 0.0071 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.0355e-05 - mae: 0.0071 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 9.0089e-05 - mae: 0.0071 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.9869e-05 - mae: 0.0071 399/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.9650e-05 - mae: 0.0071 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.9431e-05 - mae: 0.0071 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.9572e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.9520e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.9467e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.9415e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.9367e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.9310e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.9254e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.9208e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.9171e-05 - mae: 0.0070 - val_loss: 3.1262e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 160/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 42ms/step - loss: 6.8819e-05 - mae: 0.0076  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.3823e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4859e-05 - mae: 0.0066  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6067e-05 - mae: 0.0066  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6284e-05 - mae: 0.0066  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7222e-05 - mae: 0.0066  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8306e-05 - mae: 0.0067  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9064e-05 - mae: 0.0068  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9472e-05 - mae: 0.0068  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9749e-05 - mae: 0.0068  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1682e-05 - mae: 0.0069  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3375e-05 - mae: 0.0069  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4712e-05 - mae: 0.0069  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5732e-05 - mae: 0.0069  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6492e-05 - mae: 0.0069  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7278e-05 - mae: 0.0070  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7856e-05 - mae: 0.0070  91/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8264e-05 - mae: 0.0070  96/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8606e-05 - mae: 0.0070 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8881e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9137e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9332e-05 - mae: 0.0070 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9480e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9585e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9648e-05 - mae: 0.0070 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9697e-05 - mae: 0.0070 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9709e-05 - mae: 0.0070 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9699e-05 - mae: 0.0070 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9680e-05 - mae: 0.0070 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9657e-05 - mae: 0.0070 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9635e-05 - mae: 0.0070 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9593e-05 - mae: 0.0070 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9529e-05 - mae: 0.0070 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9529e-05 - mae: 0.0070 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9536e-05 - mae: 0.0070 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9523e-05 - mae: 0.0070 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9507e-05 - mae: 0.0070 196/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9515e-05 - mae: 0.0070 201/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9518e-05 - mae: 0.0070 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9511e-05 - mae: 0.0070 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9513e-05 - mae: 0.0070 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9527e-05 - mae: 0.0070 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9534e-05 - mae: 0.0070 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9534e-05 - mae: 0.0069 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9521e-05 - mae: 0.0069 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9502e-05 - mae: 0.0069 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9472e-05 - mae: 0.0069 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9440e-05 - mae: 0.0069 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9405e-05 - mae: 0.0069 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9362e-05 - mae: 0.0069 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9316e-05 - mae: 0.0069 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9290e-05 - mae: 0.0069 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9268e-05 - mae: 0.0069 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9254e-05 - mae: 0.0069 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9246e-05 - mae: 0.0069 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9236e-05 - mae: 0.0069 294/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9217e-05 - mae: 0.0069 300/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9192e-05 - mae: 0.0069 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9166e-05 - mae: 0.0069 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9139e-05 - mae: 0.0069 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9134e-05 - mae: 0.0069 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9135e-05 - mae: 0.0069 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9131e-05 - mae: 0.0069 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9131e-05 - mae: 0.0069 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9134e-05 - mae: 0.0069 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9133e-05 - mae: 0.0069 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9140e-05 - mae: 0.0069 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9159e-05 - mae: 0.0069 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9171e-05 - mae: 0.0069 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9179e-05 - mae: 0.0069 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9186e-05 - mae: 0.0069 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9192e-05 - mae: 0.0069 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9194e-05 - mae: 0.0069 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9192e-05 - mae: 0.0069 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9186e-05 - mae: 0.0069 393/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9180e-05 - mae: 0.0069 399/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9171e-05 - mae: 0.0069 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9195e-05 - mae: 0.0069 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9241e-05 - mae: 0.0069 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9296e-05 - mae: 0.0069 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9366e-05 - mae: 0.0069 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9437e-05 - mae: 0.0069 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9506e-05 - mae: 0.0069 435/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9575e-05 - mae: 0.0069 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9640e-05 - mae: 0.0069 445/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9705e-05 - mae: 0.0069 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9766e-05 - mae: 0.0069 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9824e-05 - mae: 0.0069 460/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9878e-05 - mae: 0.0069 465/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9927e-05 - mae: 0.0069 470/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9977e-05 - mae: 0.0069 475/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0028e-05 - mae: 0.0069 480/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0077e-05 - mae: 0.0069 485/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0124e-05 - mae: 0.0069 490/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0169e-05 - mae: 0.0069 495/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0210e-05 - mae: 0.0069 500/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0249e-05 - mae: 0.0069 505/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0286e-05 - mae: 0.0069 510/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0320e-05 - mae: 0.0069 515/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0353e-05 - mae: 0.0069 521/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0391e-05 - mae: 0.0069 526/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0419e-05 - mae: 0.0069 532/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0450e-05 - mae: 0.0069 537/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0475e-05 - mae: 0.0069 543/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0504e-05 - mae: 0.0069 548/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0527e-05 - mae: 0.0069 554/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0555e-05 - mae: 0.0069 559/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0576e-05 - mae: 0.0069 565/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0598e-05 - mae: 0.0069 570/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0617e-05 - mae: 0.0069 575/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0633e-05 - mae: 0.0069 580/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0649e-05 - mae: 0.0069 585/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0662e-05 - mae: 0.0069 591/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0677e-05 - mae: 0.0069 596/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0690e-05 - mae: 0.0069 601/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0703e-05 - mae: 0.0069 606/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0714e-05 - mae: 0.0069 611/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0723e-05 - mae: 0.0069 616/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0731e-05 - mae: 0.0069 621/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0737e-05 - mae: 0.0069 626/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0742e-05 - mae: 0.0069 631/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0746e-05 - mae: 0.0069 636/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0749e-05 - mae: 0.0069 641/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0750e-05 - mae: 0.0069 646/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0750e-05 - mae: 0.0069 651/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0749e-05 - mae: 0.0069 657/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0748e-05 - mae: 0.0069 662/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0748e-05 - mae: 0.0069 667/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0748e-05 - mae: 0.0069 672/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0747e-05 - mae: 0.0069 677/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0747e-05 - mae: 0.0069 683/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0747e-05 - mae: 0.0069 688/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0746e-05 - mae: 0.0069 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0744e-05 - mae: 0.0069 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0742e-05 - mae: 0.0069 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0741e-05 - mae: 0.0069 708/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0739e-05 - mae: 0.0069 713/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0739e-05 - mae: 0.0069 719/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0739e-05 - mae: 0.0069 725/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0739e-05 - mae: 0.0069 731/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0737e-05 - mae: 0.0069 736/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0735e-05 - mae: 0.0069 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0732e-05 - mae: 0.0069 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0730e-05 - mae: 0.0069 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0727e-05 - mae: 0.0069 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0724e-05 - mae: 0.0069 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0723e-05 - mae: 0.0069 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0722e-05 - mae: 0.0069 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0721e-05 - mae: 0.0069 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0717e-05 - mae: 0.0069 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0713e-05 - mae: 0.0069 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0709e-05 - mae: 0.0069 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0705e-05 - mae: 0.0069 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0699e-05 - mae: 0.0069 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0695e-05 - mae: 0.0069 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0689e-05 - mae: 0.0069 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0683e-05 - mae: 0.0069 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0677e-05 - mae: 0.0069 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0670e-05 - mae: 0.0069 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0663e-05 - mae: 0.0069 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0656e-05 - mae: 0.0069 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0649e-05 - mae: 0.0069 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0641e-05 - mae: 0.0069 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0633e-05 - mae: 0.0069 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0625e-05 - mae: 0.0069 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0616e-05 - mae: 0.0069 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0605e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0595e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0587e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0578e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0575e-05 - mae: 0.0069 - val_loss: 3.1207e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 161/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 7.3095e-05 - mae: 0.0088  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0479e-05 - mae: 0.0088   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6743e-05 - mae: 0.0083  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4922e-05 - mae: 0.0081  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7058e-05 - mae: 0.0079  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6994e-05 - mae: 0.0078  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6424e-05 - mae: 0.0078  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5804e-05 - mae: 0.0077  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5073e-05 - mae: 0.0076  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4406e-05 - mae: 0.0076  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3856e-05 - mae: 0.0075  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3415e-05 - mae: 0.0075  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2951e-05 - mae: 0.0075  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2647e-05 - mae: 0.0074  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2367e-05 - mae: 0.0074  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2142e-05 - mae: 0.0074  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1936e-05 - mae: 0.0074  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2604e-05 - mae: 0.0074  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3716e-05 - mae: 0.0074 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4665e-05 - mae: 0.0074 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5421e-05 - mae: 0.0074 110/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6009e-05 - mae: 0.0074 115/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6523e-05 - mae: 0.0074 120/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6966e-05 - mae: 0.0073 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7322e-05 - mae: 0.0073 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7600e-05 - mae: 0.0073 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7813e-05 - mae: 0.0073 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7980e-05 - mae: 0.0073 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8109e-05 - mae: 0.0073 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8191e-05 - mae: 0.0073 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8252e-05 - mae: 0.0073 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8272e-05 - mae: 0.0073 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8257e-05 - mae: 0.0073 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8218e-05 - mae: 0.0073 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8163e-05 - mae: 0.0073 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8091e-05 - mae: 0.0073 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.8012e-05 - mae: 0.0073 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7923e-05 - mae: 0.0073 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7828e-05 - mae: 0.0072 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7735e-05 - mae: 0.0072 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7632e-05 - mae: 0.0072 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7522e-05 - mae: 0.0072 217/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7413e-05 - mae: 0.0072 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7307e-05 - mae: 0.0072 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7201e-05 - mae: 0.0072 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7099e-05 - mae: 0.0072 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.6996e-05 - mae: 0.0072 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.6891e-05 - mae: 0.0072 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6778e-05 - mae: 0.0072 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6664e-05 - mae: 0.0072 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6520e-05 - mae: 0.0072 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6412e-05 - mae: 0.0072 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6295e-05 - mae: 0.0072 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6201e-05 - mae: 0.0072 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6189e-05 - mae: 0.0072 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6170e-05 - mae: 0.0072 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6157e-05 - mae: 0.0071 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6145e-05 - mae: 0.0071 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6131e-05 - mae: 0.0071 304/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6113e-05 - mae: 0.0071 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6087e-05 - mae: 0.0071 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6064e-05 - mae: 0.0071 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6039e-05 - mae: 0.0071 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6008e-05 - mae: 0.0071 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5977e-05 - mae: 0.0071 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5940e-05 - mae: 0.0071 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5896e-05 - mae: 0.0071 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5858e-05 - mae: 0.0071 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5809e-05 - mae: 0.0071 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5768e-05 - mae: 0.0071 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5722e-05 - mae: 0.0071 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5674e-05 - mae: 0.0071 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5626e-05 - mae: 0.0071 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5578e-05 - mae: 0.0071 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5535e-05 - mae: 0.0071 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5503e-05 - mae: 0.0071 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5470e-05 - mae: 0.0071 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5429e-05 - mae: 0.0071 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5391e-05 - mae: 0.0071 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5350e-05 - mae: 0.0071 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5299e-05 - mae: 0.0071 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5257e-05 - mae: 0.0071 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5213e-05 - mae: 0.0071 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5168e-05 - mae: 0.0071 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5117e-05 - mae: 0.0071 441/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5077e-05 - mae: 0.0071 446/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5035e-05 - mae: 0.0071 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4986e-05 - mae: 0.0071 458/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4939e-05 - mae: 0.0071 463/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4900e-05 - mae: 0.0071 469/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4850e-05 - mae: 0.0071 475/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4799e-05 - mae: 0.0071 481/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4747e-05 - mae: 0.0071 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4693e-05 - mae: 0.0071 493/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4639e-05 - mae: 0.0071 499/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4584e-05 - mae: 0.0071 505/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.3370e-05 - mae: 0.0070 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3359e-05 - mae: 0.0070 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3348e-05 - mae: 0.0070 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3337e-05 - mae: 0.0070 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3325e-05 - mae: 0.0070 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3313e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3301e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3288e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3276e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3263e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3249e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3236e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3223e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3209e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3196e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3183e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3171e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3160e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3148e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.3138e-05 - mae: 0.0070 - val_loss: 3.1237e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 162/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 3.6993e-05 - mae: 0.0050  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 4.3073e-05 - mae: 0.0055   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.6188e-05 - mae: 0.0057  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9810e-05 - mae: 0.0060  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0784e-05 - mae: 0.0061  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1909e-05 - mae: 0.0061  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2654e-05 - mae: 0.0062  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3364e-05 - mae: 0.0062  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3755e-05 - mae: 0.0062  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4055e-05 - mae: 0.0063  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4461e-05 - mae: 0.0063  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4746e-05 - mae: 0.0063  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5052e-05 - mae: 0.0063  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5320e-05 - mae: 0.0064  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5600e-05 - mae: 0.0064  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5909e-05 - mae: 0.0064  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6203e-05 - mae: 0.0064  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6462e-05 - mae: 0.0064  95/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6644e-05 - mae: 0.0064 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6797e-05 - mae: 0.0065 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6936e-05 - mae: 0.0065 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7079e-05 - mae: 0.0065 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7208e-05 - mae: 0.0065 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7286e-05 - mae: 0.0065 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7367e-05 - mae: 0.0065 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7483e-05 - mae: 0.0065 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7638e-05 - mae: 0.0065 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7812e-05 - mae: 0.0065 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7951e-05 - mae: 0.0065 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8057e-05 - mae: 0.0065 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8117e-05 - mae: 0.0065 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8162e-05 - mae: 0.0065 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8197e-05 - mae: 0.0065 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8229e-05 - mae: 0.0065 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8259e-05 - mae: 0.0065 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8296e-05 - mae: 0.0065 192/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8334e-05 - mae: 0.0065 197/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8370e-05 - mae: 0.0066 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8418e-05 - mae: 0.0066 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8599e-05 - mae: 0.0066 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8809e-05 - mae: 0.0066 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8981e-05 - mae: 0.0066 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9140e-05 - mae: 0.0066 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9309e-05 - mae: 0.0066 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9438e-05 - mae: 0.0066 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9583e-05 - mae: 0.0066 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9710e-05 - mae: 0.0066 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9814e-05 - mae: 0.0066 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9914e-05 - mae: 0.0066 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0003e-05 - mae: 0.0066 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0085e-05 - mae: 0.0066 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0157e-05 - mae: 0.0066 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0223e-05 - mae: 0.0066 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0297e-05 - mae: 0.0066 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0397e-05 - mae: 0.0066 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0483e-05 - mae: 0.0066 297/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0564e-05 - mae: 0.0066 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0637e-05 - mae: 0.0066 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0715e-05 - mae: 0.0066 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0786e-05 - mae: 0.0066 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0845e-05 - mae: 0.0066 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0897e-05 - mae: 0.0066 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.4229e-05 - mae: 0.0067 760/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4268e-05 - mae: 0.0067 765/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4307e-05 - mae: 0.0067 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4345e-05 - mae: 0.0067 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4382e-05 - mae: 0.0067 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4418e-05 - mae: 0.0067 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4452e-05 - mae: 0.0067 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4486e-05 - mae: 0.0067 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4519e-05 - mae: 0.0067 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4551e-05 - mae: 0.0067 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4584e-05 - mae: 0.0067 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4617e-05 - mae: 0.0067 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4650e-05 - mae: 0.0067 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4683e-05 - mae: 0.0067 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4715e-05 - mae: 0.0067 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4747e-05 - mae: 0.0067 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4779e-05 - mae: 0.0067 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4809e-05 - mae: 0.0067 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4838e-05 - mae: 0.0067 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4865e-05 - mae: 0.0068 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4897e-05 - mae: 0.0068 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4923e-05 - mae: 0.0068 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4948e-05 - mae: 0.0068 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4972e-05 - mae: 0.0068 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4995e-05 - mae: 0.0068 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5018e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.5036e-05 - mae: 0.0068 - val_loss: 3.1232e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 163/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 3.1020e-05 - mae: 0.0047  6/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 4.8153e-05 - mae: 0.0063  11/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 5.5317e-05 - mae: 0.0067  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6159e-05 - mae: 0.0068   21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6838e-05 - mae: 0.0068  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8619e-05 - mae: 0.0068  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9495e-05 - mae: 0.0069  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9766e-05 - mae: 0.0069  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0744e-05 - mae: 0.0069  46/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1790e-05 - mae: 0.0069  51/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2746e-05 - mae: 0.0069  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3498e-05 - mae: 0.0069  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4262e-05 - mae: 0.0070  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4875e-05 - mae: 0.0070  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5220e-05 - mae: 0.0070  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5485e-05 - mae: 0.0070  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5669e-05 - mae: 0.0070  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5773e-05 - mae: 0.0070  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5867e-05 - mae: 0.0070  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6016e-05 - mae: 0.0070 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6137e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6235e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6302e-05 - mae: 0.0070 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6345e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6370e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6385e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6424e-05 - mae: 0.0070 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6488e-05 - mae: 0.0070 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6534e-05 - mae: 0.0070 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6574e-05 - mae: 0.0070 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6617e-05 - mae: 0.0070 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6647e-05 - mae: 0.0070 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6659e-05 - mae: 0.0070 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6657e-05 - mae: 0.0070 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6643e-05 - mae: 0.0070 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6614e-05 - mae: 0.0070 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6583e-05 - mae: 0.0070 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6547e-05 - mae: 0.0070 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6544e-05 - mae: 0.0070 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6563e-05 - mae: 0.0070 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6617e-05 - mae: 0.0070 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6698e-05 - mae: 0.0070 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6868e-05 - mae: 0.0070 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7020e-05 - mae: 0.0070 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7163e-05 - mae: 0.0070 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7299e-05 - mae: 0.0070 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7448e-05 - mae: 0.0070 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7578e-05 - mae: 0.0070 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7673e-05 - mae: 0.0070 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7767e-05 - mae: 0.0070 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7887e-05 - mae: 0.0070 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7974e-05 - mae: 0.0070 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8054e-05 - mae: 0.0070 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8129e-05 - mae: 0.0070 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8197e-05 - mae: 0.0070 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.9341e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9354e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9367e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9379e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9391e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9403e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9415e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9427e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.9437e-05 - mae: 0.0070 - val_loss: 3.1300e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 164/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 38ms/step - loss: 9.8376e-05 - mae: 0.0101  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 6.4522e-05 - mae: 0.0077   13/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 6.0846e-05 - mae: 0.0073  19/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 5.8556e-05 - mae: 0.0071  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.7669e-05 - mae: 0.0070  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7345e-05 - mae: 0.0069  35/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8690e-05 - mae: 0.0069  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9914e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0862e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1731e-05 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2556e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3165e-05 - mae: 0.0069  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3602e-05 - mae: 0.0069  73/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4042e-05 - mae: 0.0069  78/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4347e-05 - mae: 0.0069  84/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5070e-05 - mae: 0.0069  90/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5631e-05 - mae: 0.0069  96/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6067e-05 - mae: 0.0069 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6391e-05 - mae: 0.0069 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6611e-05 - mae: 0.0069 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6791e-05 - mae: 0.0069 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6915e-05 - mae: 0.0069 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7028e-05 - mae: 0.0069 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7106e-05 - mae: 0.0069 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7145e-05 - mae: 0.0069 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7148e-05 - mae: 0.0069 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7130e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7095e-05 - mae: 0.0069 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7058e-05 - mae: 0.0069 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7022e-05 - mae: 0.0069 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6974e-05 - mae: 0.0069 176/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6923e-05 - mae: 0.0069 181/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6891e-05 - mae: 0.0069 187/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6856e-05 - mae: 0.0069 193/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6816e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6770e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6729e-05 - mae: 0.0069 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6699e-05 - mae: 0.0069 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6789e-05 - mae: 0.0069 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6883e-05 - mae: 0.0069 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6963e-05 - mae: 0.0069 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7028e-05 - mae: 0.0069 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7078e-05 - mae: 0.0069 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7116e-05 - mae: 0.0069 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7173e-05 - mae: 0.0069 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.9378e-05 - mae: 0.0069 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9387e-05 - mae: 0.0069 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9394e-05 - mae: 0.0069 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9400e-05 - mae: 0.0069 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9406e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9412e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9419e-05 - mae: 0.0069 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9426e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9432e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9440e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9447e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9453e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9460e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9462e-05 - mae: 0.0069 - val_loss: 3.1218e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 165/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 3.0367e-05 - mae: 0.0044  7/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.7961e-05 - mae: 0.0066   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.8335e-05 - mae: 0.0067  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8922e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.8775e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8095e-05 - mae: 0.0067  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7603e-05 - mae: 0.0067  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7512e-05 - mae: 0.0067  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7382e-05 - mae: 0.0067  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7209e-05 - mae: 0.0067  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6966e-05 - mae: 0.0067  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6769e-05 - mae: 0.0066  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6547e-05 - mae: 0.0066  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6495e-05 - mae: 0.0066  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6537e-05 - mae: 0.0066  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6697e-05 - mae: 0.0066  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6945e-05 - mae: 0.0066  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7282e-05 - mae: 0.0066  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7590e-05 - mae: 0.0067  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7839e-05 - mae: 0.0067 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8136e-05 - mae: 0.0067 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8491e-05 - mae: 0.0067 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8800e-05 - mae: 0.0067 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9118e-05 - mae: 0.0067 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9383e-05 - mae: 0.0067 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9636e-05 - mae: 0.0067 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9986e-05 - mae: 0.0068 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0251e-05 - mae: 0.0068 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0507e-05 - mae: 0.0068 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0751e-05 - mae: 0.0068 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0967e-05 - mae: 0.0068 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1149e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1391e-05 - mae: 0.0068 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1928e-05 - mae: 0.0068 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2410e-05 - mae: 0.0068 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2936e-05 - mae: 0.0068 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3346e-05 - mae: 0.0068 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3727e-05 - mae: 0.0069 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4073e-05 - mae: 0.0069 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4441e-05 - mae: 0.0069 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4727e-05 - mae: 0.0069 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4984e-05 - mae: 0.0069 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5214e-05 - mae: 0.0069 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5469e-05 - mae: 0.0069 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5710e-05 - mae: 0.0069 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5890e-05 - mae: 0.0069 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6056e-05 - mae: 0.0069 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6206e-05 - mae: 0.0069 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6353e-05 - mae: 0.0069 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6491e-05 - mae: 0.0069 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6616e-05 - mae: 0.0069 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6739e-05 - mae: 0.0069 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6896e-05 - mae: 0.0069 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7041e-05 - mae: 0.0069 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7175e-05 - mae: 0.0069 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7298e-05 - mae: 0.0069 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7411e-05 - mae: 0.0069 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7544e-05 - mae: 0.0069 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7685e-05 - mae: 0.0069 303/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7815e-05 - mae: 0.0069 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7935e-05 - mae: 0.0069 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8052e-05 - mae: 0.0069 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8182e-05 - mae: 0.0069 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8305e-05 - mae: 0.0069 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8417e-05 - mae: 0.0069 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8517e-05 - mae: 0.0069 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8611e-05 - mae: 0.0069 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8716e-05 - mae: 0.0069 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.1657e-05 - mae: 0.0070 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1654e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1651e-05 - mae: 0.0070 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1646e-05 - mae: 0.0070 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1641e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1635e-05 - mae: 0.0070 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1629e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1629e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1636e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1645e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1651e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1658e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1663e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1667e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1671e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1674e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1677e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1679e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1682e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1682e-05 - mae: 0.0070 - val_loss: 3.1207e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 166/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 45ms/step - loss: 4.2682e-05 - mae: 0.0059  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 7.3279e-05 - mae: 0.0076   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.6475e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3614e-05 - mae: 0.0070  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1554e-05 - mae: 0.0069  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9862e-05 - mae: 0.0068  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9245e-05 - mae: 0.0068  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8956e-05 - mae: 0.0068  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8918e-05 - mae: 0.0068  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8794e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8572e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8544e-05 - mae: 0.0067  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9007e-05 - mae: 0.0068  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9403e-05 - mae: 0.0068  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9840e-05 - mae: 0.0068  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0187e-05 - mae: 0.0068  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0456e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0698e-05 - mae: 0.0068  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1130e-05 - mae: 0.0068  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1505e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1898e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2215e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2527e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2811e-05 - mae: 0.0068 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3049e-05 - mae: 0.0068 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3243e-05 - mae: 0.0069 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3472e-05 - mae: 0.0069 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3696e-05 - mae: 0.0069 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3907e-05 - mae: 0.0069 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4513e-05 - mae: 0.0069 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5171e-05 - mae: 0.0069 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5768e-05 - mae: 0.0069 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6293e-05 - mae: 0.0069 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6763e-05 - mae: 0.0069 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7186e-05 - mae: 0.0069 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7603e-05 - mae: 0.0069 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7990e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8337e-05 - mae: 0.0069 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8645e-05 - mae: 0.0069 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8922e-05 - mae: 0.0070 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9183e-05 - mae: 0.0070 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9424e-05 - mae: 0.0070 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9641e-05 - mae: 0.0070 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9834e-05 - mae: 0.0070 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0013e-05 - mae: 0.0070 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0175e-05 - mae: 0.0070 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0329e-05 - mae: 0.0070 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0485e-05 - mae: 0.0070 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0632e-05 - mae: 0.0070 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0777e-05 - mae: 0.0070 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0918e-05 - mae: 0.0070 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1049e-05 - mae: 0.0070 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1234e-05 - mae: 0.0070 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1422e-05 - mae: 0.0070 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1594e-05 - mae: 0.0070 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1749e-05 - mae: 0.0070 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1888e-05 - mae: 0.0070 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2015e-05 - mae: 0.0070 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2134e-05 - mae: 0.0070 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2245e-05 - mae: 0.0070 305/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2347e-05 - mae: 0.0070 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2464e-05 - mae: 0.0070 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.3585e-05 - mae: 0.0071 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3578e-05 - mae: 0.0071 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3569e-05 - mae: 0.0071 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3561e-05 - mae: 0.0071 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3553e-05 - mae: 0.0071 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3545e-05 - mae: 0.0071 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3537e-05 - mae: 0.0071 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3528e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3518e-05 - mae: 0.0071 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3509e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3499e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.3491e-05 - mae: 0.0071 - val_loss: 3.1278e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 167/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 4.5909e-05 - mae: 0.0061  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.5772e-05 - mae: 0.0071   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5014e-05 - mae: 0.0070  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5620e-05 - mae: 0.0069  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8653e-05 - mae: 0.0070  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0084e-05 - mae: 0.0071  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0786e-05 - mae: 0.0071  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0887e-05 - mae: 0.0071  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0906e-05 - mae: 0.0071  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1114e-05 - mae: 0.0071  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1392e-05 - mae: 0.0071  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1710e-05 - mae: 0.0071  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2165e-05 - mae: 0.0071  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2752e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3248e-05 - mae: 0.0072  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3836e-05 - mae: 0.0072  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4366e-05 - mae: 0.0072  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4701e-05 - mae: 0.0072  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5017e-05 - mae: 0.0072  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5269e-05 - mae: 0.0073 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5440e-05 - mae: 0.0073 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5547e-05 - mae: 0.0073 114/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5610e-05 - mae: 0.0073 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5650e-05 - mae: 0.0073 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5665e-05 - mae: 0.0073 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5669e-05 - mae: 0.0073 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5683e-05 - mae: 0.0073 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5679e-05 - mae: 0.0072 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.9844e-05 - mae: 0.0072 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9859e-05 - mae: 0.0072 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9873e-05 - mae: 0.0072 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9887e-05 - mae: 0.0072 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.9892e-05 - mae: 0.0072 - val_loss: 3.1180e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 168/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 5.3096e-05 - mae: 0.0067  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6262e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2130e-05 - mae: 0.0068  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5803e-05 - mae: 0.0070  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7983e-05 - mae: 0.0071  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9092e-05 - mae: 0.0072  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9598e-05 - mae: 0.0072  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9564e-05 - mae: 0.0072  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9315e-05 - mae: 0.0072  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8999e-05 - mae: 0.0072  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8713e-05 - mae: 0.0072  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8374e-05 - mae: 0.0072  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8073e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7808e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7560e-05 - mae: 0.0072  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7308e-05 - mae: 0.0072  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7093e-05 - mae: 0.0072  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6842e-05 - mae: 0.0071  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6660e-05 - mae: 0.0071 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6477e-05 - mae: 0.0071 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6442e-05 - mae: 0.0071 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.8656e-05 - mae: 0.0070 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8672e-05 - mae: 0.0070 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8686e-05 - mae: 0.0070 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8698e-05 - mae: 0.0070 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8709e-05 - mae: 0.0070 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8720e-05 - mae: 0.0070 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8732e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8742e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8756e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8767e-05 - mae: 0.0070 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8776e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8788e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8797e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8806e-05 - mae: 0.0070 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8817e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8826e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8833e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8841e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8854e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8867e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8880e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8896e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8904e-05 - mae: 0.0070 - val_loss: 3.1222e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 169/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 6.0278e-05 - mae: 0.0066  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.2547e-05 - mae: 0.0071   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9964e-05 - mae: 0.0070  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.8811e-05 - mae: 0.0070  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8839e-05 - mae: 0.0070  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9137e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9839e-05 - mae: 0.0071  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0878e-05 - mae: 0.0071  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2722e-05 - mae: 0.0072  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7064e-05 - mae: 0.0073  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0170e-05 - mae: 0.0073  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2442e-05 - mae: 0.0074  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4393e-05 - mae: 0.0074  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5811e-05 - mae: 0.0074  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6852e-05 - mae: 0.0074  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7583e-05 - mae: 0.0074  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8067e-05 - mae: 0.0074  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 7.6129e-05 - mae: 0.0072 747/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.6095e-05 - mae: 0.0072 752/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.6061e-05 - mae: 0.0072 757/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.6029e-05 - mae: 0.0072 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5999e-05 - mae: 0.0072 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5968e-05 - mae: 0.0072 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5937e-05 - mae: 0.0072 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5906e-05 - mae: 0.0072 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5874e-05 - mae: 0.0072 787/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5842e-05 - mae: 0.0072 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5810e-05 - mae: 0.0072 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5780e-05 - mae: 0.0072 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5754e-05 - mae: 0.0072 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5723e-05 - mae: 0.0072 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5697e-05 - mae: 0.0072 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5673e-05 - mae: 0.0072 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5651e-05 - mae: 0.0072 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5628e-05 - mae: 0.0072 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5606e-05 - mae: 0.0072 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5583e-05 - mae: 0.0072 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5556e-05 - mae: 0.0072 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5533e-05 - mae: 0.0072 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5509e-05 - mae: 0.0072 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5486e-05 - mae: 0.0072 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5462e-05 - mae: 0.0072 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5437e-05 - mae: 0.0072 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5408e-05 - mae: 0.0072 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5383e-05 - mae: 0.0072 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.5358e-05 - mae: 0.0072 - val_loss: 3.1200e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 170/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 4.2322e-05 - mae: 0.0062  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 5.2020e-05 - mae: 0.0069   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6317e-05 - mae: 0.0073  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5436e-05 - mae: 0.0075  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8140e-05 - mae: 0.0075  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8309e-05 - mae: 0.0075  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7700e-05 - mae: 0.0075  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6843e-05 - mae: 0.0075  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5545e-05 - mae: 0.0075  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4536e-05 - mae: 0.0075  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3415e-05 - mae: 0.0074  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2591e-05 - mae: 0.0074  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1815e-05 - mae: 0.0074  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1083e-05 - mae: 0.0073  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0366e-05 - mae: 0.0073  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9633e-05 - mae: 0.0073  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8901e-05 - mae: 0.0073  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8302e-05 - mae: 0.0073  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7753e-05 - mae: 0.0072 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7273e-05 - mae: 0.0072 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6863e-05 - mae: 0.0072 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6507e-05 - mae: 0.0072 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6163e-05 - mae: 0.0072 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5833e-05 - mae: 0.0072 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5738e-05 - mae: 0.0072 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5710e-05 - mae: 0.0072 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5756e-05 - mae: 0.0072 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5770e-05 - mae: 0.0072 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5744e-05 - mae: 0.0072 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5691e-05 - mae: 0.0072 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5610e-05 - mae: 0.0072 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5520e-05 - mae: 0.0072 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5431e-05 - mae: 0.0072 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5343e-05 - mae: 0.0072 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5253e-05 - mae: 0.0072 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5169e-05 - mae: 0.0071 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5092e-05 - mae: 0.0071 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5019e-05 - mae: 0.0071 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4939e-05 - mae: 0.0071 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.0651e-05 - mae: 0.0071 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0657e-05 - mae: 0.0071 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0663e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0669e-05 - mae: 0.0071 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0674e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0678e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0681e-05 - mae: 0.0071 - val_loss: 3.1213e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 171/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 5.4356e-05 - mae: 0.0059  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.6939e-05 - mae: 0.0065   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.3263e-05 - mae: 0.0069  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6825e-05 - mae: 0.0070  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9227e-05 - mae: 0.0071  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0121e-05 - mae: 0.0072  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0453e-05 - mae: 0.0072  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0463e-05 - mae: 0.0072  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0199e-05 - mae: 0.0072  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9822e-05 - mae: 0.0072  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9586e-05 - mae: 0.0072  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9221e-05 - mae: 0.0072  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8841e-05 - mae: 0.0071  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8488e-05 - mae: 0.0071  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8239e-05 - mae: 0.0071  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7951e-05 - mae: 0.0071  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7743e-05 - mae: 0.0071  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7585e-05 - mae: 0.0071  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7421e-05 - mae: 0.0071  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7371e-05 - mae: 0.0071 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7367e-05 - mae: 0.0071 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7348e-05 - mae: 0.0071 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7321e-05 - mae: 0.0071 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7335e-05 - mae: 0.0071 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7346e-05 - mae: 0.0071 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7334e-05 - mae: 0.0070 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7309e-05 - mae: 0.0070 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7289e-05 - mae: 0.0070 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7271e-05 - mae: 0.0070 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7239e-05 - mae: 0.0070 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7221e-05 - mae: 0.0070 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7185e-05 - mae: 0.0070 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7153e-05 - mae: 0.0070 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7115e-05 - mae: 0.0070 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7072e-05 - mae: 0.0070 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7052e-05 - mae: 0.0070 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7044e-05 - mae: 0.0070 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7040e-05 - mae: 0.0070 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7025e-05 - mae: 0.0070 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6998e-05 - mae: 0.0070 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6957e-05 - mae: 0.0070 209/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6901e-05 - mae: 0.0070 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6854e-05 - mae: 0.0070 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6807e-05 - mae: 0.0070 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6750e-05 - mae: 0.0070 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6708e-05 - mae: 0.0070 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6669e-05 - mae: 0.0070 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6632e-05 - mae: 0.0070 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6601e-05 - mae: 0.0070 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6572e-05 - mae: 0.0070 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6553e-05 - mae: 0.0070 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6539e-05 - mae: 0.0070 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6521e-05 - mae: 0.0070 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6498e-05 - mae: 0.0070 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6473e-05 - mae: 0.0070 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6437e-05 - mae: 0.0070 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6416e-05 - mae: 0.0070 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6393e-05 - mae: 0.0070 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6372e-05 - mae: 0.0070 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6349e-05 - mae: 0.0070 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6322e-05 - mae: 0.0070 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.6758e-05 - mae: 0.0070 609/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6770e-05 - mae: 0.0070 614/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6781e-05 - mae: 0.0070 619/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6790e-05 - mae: 0.0070 624/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6798e-05 - mae: 0.0070 629/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6805e-05 - mae: 0.0070 634/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6812e-05 - mae: 0.0070 640/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6819e-05 - mae: 0.0070 645/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6824e-05 - mae: 0.0070 650/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6829e-05 - mae: 0.0070 655/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6834e-05 - mae: 0.0070 660/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6838e-05 - mae: 0.0070 666/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6843e-05 - mae: 0.0070 672/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6847e-05 - mae: 0.0070 677/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6862e-05 - mae: 0.0070 682/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6886e-05 - mae: 0.0070 687/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.6908e-05 - mae: 0.0070 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6934e-05 - mae: 0.0070 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6954e-05 - mae: 0.0070 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6975e-05 - mae: 0.0070 708/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6995e-05 - mae: 0.0070 713/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7014e-05 - mae: 0.0070 718/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7032e-05 - mae: 0.0070 723/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7050e-05 - mae: 0.0070 728/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7067e-05 - mae: 0.0070 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7083e-05 - mae: 0.0070 739/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7101e-05 - mae: 0.0070 744/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7118e-05 - mae: 0.0070 749/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7136e-05 - mae: 0.0070 754/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7153e-05 - mae: 0.0070 759/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7171e-05 - mae: 0.0070 765/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7198e-05 - mae: 0.0070 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7221e-05 - mae: 0.0070 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7242e-05 - mae: 0.0070 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7267e-05 - mae: 0.0070 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7290e-05 - mae: 0.0070 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7309e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7326e-05 - mae: 0.0070 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7346e-05 - mae: 0.0070 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7364e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7383e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7402e-05 - mae: 0.0070 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7420e-05 - mae: 0.0070 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7438e-05 - mae: 0.0070 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7455e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7472e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7488e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7503e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7518e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7533e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7550e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7566e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7581e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7596e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7611e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.7617e-05 - mae: 0.0070 - val_loss: 3.1184e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 172/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 3.1389e-05 - mae: 0.0057  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 4.3615e-05 - mae: 0.0061   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8486e-05 - mae: 0.0063  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8992e-05 - mae: 0.0063  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9526e-05 - mae: 0.0064  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9894e-05 - mae: 0.0064  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0347e-05 - mae: 0.0064  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1107e-05 - mae: 0.0064  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1992e-05 - mae: 0.0065  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3455e-05 - mae: 0.0065  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5174e-05 - mae: 0.0066  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6743e-05 - mae: 0.0066  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7863e-05 - mae: 0.0066  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.8691e-05 - mae: 0.0067  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9358e-05 - mae: 0.0067  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9889e-05 - mae: 0.0067  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0421e-05 - mae: 0.0067  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0875e-05 - mae: 0.0067  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1240e-05 - mae: 0.0068  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1619e-05 - mae: 0.0068 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1911e-05 - mae: 0.0068 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2174e-05 - mae: 0.0068 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2397e-05 - mae: 0.0068 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2559e-05 - mae: 0.0068 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2699e-05 - mae: 0.0068 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2798e-05 - mae: 0.0068 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2877e-05 - mae: 0.0068 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2942e-05 - mae: 0.0068 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3023e-05 - mae: 0.0068 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3091e-05 - mae: 0.0068 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3167e-05 - mae: 0.0068 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3256e-05 - mae: 0.0068 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3347e-05 - mae: 0.0068 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3443e-05 - mae: 0.0068 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3575e-05 - mae: 0.0068 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3694e-05 - mae: 0.0068 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3804e-05 - mae: 0.0068 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3904e-05 - mae: 0.0068 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3982e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4057e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4114e-05 - mae: 0.0069 208/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4154e-05 - mae: 0.0069 213/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4187e-05 - mae: 0.0069 218/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4212e-05 - mae: 0.0069 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4235e-05 - mae: 0.0069 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4253e-05 - mae: 0.0069 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4269e-05 - mae: 0.0069 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4282e-05 - mae: 0.0069 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4291e-05 - mae: 0.0069 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4342e-05 - mae: 0.0069 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4391e-05 - mae: 0.0069 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4429e-05 - mae: 0.0069 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4468e-05 - mae: 0.0069 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4499e-05 - mae: 0.0069 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4525e-05 - mae: 0.0069 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4546e-05 - mae: 0.0069 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4586e-05 - mae: 0.0069 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4630e-05 - mae: 0.0069 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4669e-05 - mae: 0.0069 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4706e-05 - mae: 0.0069 304/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4737e-05 - mae: 0.0069 309/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4768e-05 - mae: 0.0069 314/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4802e-05 - mae: 0.0069 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.4833e-05 - mae: 0.0069 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.4865e-05 - mae: 0.0069 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.4896e-05 - mae: 0.0069 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.4923e-05 - mae: 0.0069 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.4947e-05 - mae: 0.0069 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.4968e-05 - mae: 0.0069 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.4986e-05 - mae: 0.0069 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5002e-05 - mae: 0.0069 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5014e-05 - mae: 0.0069 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5025e-05 - mae: 0.0069 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5036e-05 - mae: 0.0069 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5043e-05 - mae: 0.0069 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5049e-05 - mae: 0.0069 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5059e-05 - mae: 0.0069 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5070e-05 - mae: 0.0069 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5080e-05 - mae: 0.0069 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5093e-05 - mae: 0.0069 404/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5104e-05 - mae: 0.0069 409/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5116e-05 - mae: 0.0069 414/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.5127e-05 - mae: 0.0069 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5136e-05 - mae: 0.0069 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5145e-05 - mae: 0.0069 429/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5151e-05 - mae: 0.0069 434/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5157e-05 - mae: 0.0069 439/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5165e-05 - mae: 0.0069 444/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5183e-05 - mae: 0.0069 449/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5207e-05 - mae: 0.0069 454/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5228e-05 - mae: 0.0069 459/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5248e-05 - mae: 0.0069 464/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5270e-05 - mae: 0.0069 469/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5292e-05 - mae: 0.0069 474/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5311e-05 - mae: 0.0069 479/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5329e-05 - mae: 0.0069 484/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5349e-05 - mae: 0.0069 489/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5371e-05 - mae: 0.0069 494/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5394e-05 - mae: 0.0069 499/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5435e-05 - mae: 0.0069 504/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5504e-05 - mae: 0.0069 509/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.5569e-05 - mae: 0.0069 514/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.5631e-05 - mae: 0.0069 519/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.5692e-05 - mae: 0.0069 524/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.5752e-05 - mae: 0.0069 529/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.5811e-05 - mae: 0.0069 534/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.5868e-05 - mae: 0.0069 539/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.5925e-05 - mae: 0.0069 544/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.5980e-05 - mae: 0.0069 549/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.6035e-05 - mae: 0.0069 554/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - 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loss: 6.7785e-05 - mae: 0.0070 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7808e-05 - mae: 0.0070 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7830e-05 - mae: 0.0070 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7852e-05 - mae: 0.0070 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7872e-05 - mae: 0.0070 790/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7892e-05 - mae: 0.0070 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.7912e-05 - mae: 0.0070 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.7931e-05 - mae: 0.0070 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.7949e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.7966e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.7983e-05 - mae: 0.0070 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8000e-05 - mae: 0.0070 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8022e-05 - mae: 0.0070 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8043e-05 - mae: 0.0070 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8062e-05 - mae: 0.0070 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8083e-05 - mae: 0.0070 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8104e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8123e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8142e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8160e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8178e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8194e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8211e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8229e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.8247e-05 - mae: 0.0070 - val_loss: 3.1181e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 173/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 6.1398e-05 - mae: 0.0067  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1598e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1447e-05 - mae: 0.0065  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2315e-05 - mae: 0.0065  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2813e-05 - mae: 0.0065  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.3798e-05 - mae: 0.0065  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5398e-05 - mae: 0.0066  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6445e-05 - mae: 0.0066  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7215e-05 - mae: 0.0066  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8143e-05 - mae: 0.0067  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8832e-05 - mae: 0.0067  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9392e-05 - mae: 0.0067  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9774e-05 - mae: 0.0067  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0328e-05 - mae: 0.0068  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0810e-05 - mae: 0.0068  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1175e-05 - mae: 0.0068  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1457e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1642e-05 - mae: 0.0068  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1770e-05 - mae: 0.0068  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1865e-05 - mae: 0.0068 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2017e-05 - mae: 0.0068 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2157e-05 - mae: 0.0068 114/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2298e-05 - mae: 0.0068 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2415e-05 - mae: 0.0068 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2518e-05 - mae: 0.0068 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2596e-05 - mae: 0.0068 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2665e-05 - mae: 0.0068 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2711e-05 - mae: 0.0068 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2773e-05 - mae: 0.0068 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2834e-05 - mae: 0.0068 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2871e-05 - mae: 0.0068 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2898e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2942e-05 - mae: 0.0068 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.2996e-05 - mae: 0.0069 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3057e-05 - mae: 0.0069 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3111e-05 - mae: 0.0069 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3169e-05 - mae: 0.0069 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3223e-05 - mae: 0.0069 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3275e-05 - mae: 0.0069 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3323e-05 - mae: 0.0069 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3356e-05 - mae: 0.0069 209/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3375e-05 - mae: 0.0069 214/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3389e-05 - mae: 0.0069 219/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3397e-05 - mae: 0.0069 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3417e-05 - mae: 0.0069 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3447e-05 - mae: 0.0069 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3470e-05 - mae: 0.0069 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3488e-05 - mae: 0.0069 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3500e-05 - mae: 0.0069 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3508e-05 - mae: 0.0069 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3520e-05 - mae: 0.0069 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3551e-05 - mae: 0.0069 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3581e-05 - mae: 0.0069 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3605e-05 - mae: 0.0069 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3624e-05 - mae: 0.0069 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3649e-05 - mae: 0.0069 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3668e-05 - mae: 0.0069 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3687e-05 - mae: 0.0069 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3709e-05 - mae: 0.0069 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.3747e-05 - mae: 0.0069 307/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3868e-05 - mae: 0.0069 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3962e-05 - mae: 0.0069 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4074e-05 - mae: 0.0069 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4179e-05 - mae: 0.0069 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4265e-05 - mae: 0.0069 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4375e-05 - mae: 0.0069 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4470e-05 - mae: 0.0069 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4557e-05 - mae: 0.0069 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4637e-05 - mae: 0.0069 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4712e-05 - mae: 0.0069 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4784e-05 - mae: 0.0069 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4854e-05 - mae: 0.0069 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4929e-05 - mae: 0.0069 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5000e-05 - mae: 0.0069 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5070e-05 - mae: 0.0069 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5135e-05 - mae: 0.0069 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5195e-05 - mae: 0.0069 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5250e-05 - mae: 0.0069 400/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5303e-05 - mae: 0.0069 405/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5357e-05 - mae: 0.0069 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5407e-05 - mae: 0.0069 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5454e-05 - mae: 0.0069 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5500e-05 - mae: 0.0070 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5545e-05 - mae: 0.0070 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5589e-05 - mae: 0.0070 435/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5630e-05 - mae: 0.0070 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5668e-05 - mae: 0.0070 445/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5704e-05 - mae: 0.0070 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5738e-05 - mae: 0.0070 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5774e-05 - mae: 0.0070 460/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5809e-05 - mae: 0.0070 465/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5847e-05 - mae: 0.0070 470/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5888e-05 - mae: 0.0070 475/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5931e-05 - mae: 0.0070 480/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5970e-05 - mae: 0.0070 485/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6022e-05 - mae: 0.0070 491/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6086e-05 - mae: 0.0070 497/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6145e-05 - mae: 0.0070 502/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.6195e-05 - mae: 0.0070 507/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.7584e-05 - mae: 0.0070 723/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7609e-05 - mae: 0.0070 727/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7636e-05 - mae: 0.0070 732/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7669e-05 - mae: 0.0070 737/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7701e-05 - mae: 0.0070 742/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7731e-05 - mae: 0.0070 747/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7761e-05 - mae: 0.0070 752/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7790e-05 - mae: 0.0070 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7812e-05 - mae: 0.0070 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7839e-05 - mae: 0.0070 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7865e-05 - mae: 0.0070 771/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7892e-05 - mae: 0.0070 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7919e-05 - mae: 0.0070 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7944e-05 - mae: 0.0070 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.7969e-05 - mae: 0.0070 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.7992e-05 - mae: 0.0070 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8015e-05 - mae: 0.0070 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8037e-05 - mae: 0.0070 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8058e-05 - mae: 0.0070 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8079e-05 - mae: 0.0070 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8098e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8117e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8136e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8155e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8173e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8190e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8207e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8224e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8243e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8262e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8280e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8298e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8315e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8331e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 11s 12ms/step - loss: 6.8344e-05 - mae: 0.0070 - val_loss: 3.1201e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 174/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 4.3591e-05 - mae: 0.0069  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.2276e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4767e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6047e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7142e-05 - mae: 0.0068  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8041e-05 - mae: 0.0068  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8748e-05 - mae: 0.0068  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9231e-05 - mae: 0.0068  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9742e-05 - mae: 0.0069  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0126e-05 - mae: 0.0069  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0419e-05 - mae: 0.0069  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0599e-05 - mae: 0.0069  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0823e-05 - mae: 0.0069  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0916e-05 - mae: 0.0069  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0937e-05 - mae: 0.0069  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0913e-05 - mae: 0.0069  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0855e-05 - mae: 0.0069  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0958e-05 - mae: 0.0069  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1125e-05 - mae: 0.0069  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1260e-05 - mae: 0.0069 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1349e-05 - mae: 0.0069 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1423e-05 - mae: 0.0069 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1477e-05 - mae: 0.0069 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1554e-05 - mae: 0.0069 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1654e-05 - mae: 0.0069 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1785e-05 - mae: 0.0069 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1907e-05 - mae: 0.0069 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2023e-05 - mae: 0.0069 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2127e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2217e-05 - mae: 0.0069 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2296e-05 - mae: 0.0069 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2370e-05 - mae: 0.0069 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2427e-05 - mae: 0.0069 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2479e-05 - mae: 0.0069 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2520e-05 - mae: 0.0069 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2549e-05 - mae: 0.0069 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2575e-05 - mae: 0.0069 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2593e-05 - mae: 0.0069 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2621e-05 - mae: 0.0069 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2652e-05 - mae: 0.0069 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2696e-05 - mae: 0.0069 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2737e-05 - mae: 0.0069 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2815e-05 - mae: 0.0069 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2915e-05 - mae: 0.0069 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3005e-05 - mae: 0.0069 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3090e-05 - mae: 0.0069 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3175e-05 - mae: 0.0069 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3230e-05 - mae: 0.0069 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3279e-05 - mae: 0.0069 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3320e-05 - mae: 0.0069 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3360e-05 - mae: 0.0069 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3396e-05 - mae: 0.0070 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3423e-05 - mae: 0.0070 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3446e-05 - mae: 0.0070 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3468e-05 - mae: 0.0070 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3486e-05 - mae: 0.0070 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3505e-05 - mae: 0.0070 297/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3519e-05 - mae: 0.0070 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3536e-05 - mae: 0.0070 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3550e-05 - mae: 0.0070 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3565e-05 - mae: 0.0070 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.5879e-05 - mae: 0.0070 - val_loss: 3.1217e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 175/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 8.3988e-05 - mae: 0.0089  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.7731e-05 - mae: 0.0072   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5461e-05 - mae: 0.0070  19/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5537e-05 - mae: 0.0070  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5509e-05 - mae: 0.0070  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5362e-05 - mae: 0.0069  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4950e-05 - mae: 0.0069  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4743e-05 - mae: 0.0069  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4776e-05 - mae: 0.0068  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4693e-05 - mae: 0.0068  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4586e-05 - mae: 0.0068  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4490e-05 - mae: 0.0068  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4478e-05 - mae: 0.0067  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4465e-05 - mae: 0.0067  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4539e-05 - mae: 0.0067  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4648e-05 - mae: 0.0067  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4868e-05 - mae: 0.0067  94/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5144e-05 - mae: 0.0068  99/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5365e-05 - mae: 0.0068 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5555e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5753e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5909e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6055e-05 - mae: 0.0068 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6227e-05 - mae: 0.0068 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6386e-05 - mae: 0.0068 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6537e-05 - mae: 0.0068 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6683e-05 - mae: 0.0068 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6854e-05 - mae: 0.0068 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7064e-05 - mae: 0.0068 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7245e-05 - mae: 0.0068 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7434e-05 - mae: 0.0068 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7612e-05 - mae: 0.0068 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7763e-05 - mae: 0.0068 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7902e-05 - mae: 0.0068 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8061e-05 - mae: 0.0068 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8182e-05 - mae: 0.0068 195/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8313e-05 - mae: 0.0068 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8403e-05 - mae: 0.0068 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8481e-05 - mae: 0.0068 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8565e-05 - mae: 0.0068 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8630e-05 - mae: 0.0068 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8736e-05 - mae: 0.0069 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8814e-05 - mae: 0.0069 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8884e-05 - mae: 0.0069 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8959e-05 - mae: 0.0069 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9032e-05 - mae: 0.0069 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9098e-05 - mae: 0.0069 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9171e-05 - mae: 0.0069 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9255e-05 - mae: 0.0069 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9346e-05 - mae: 0.0069 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9516e-05 - mae: 0.0069 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9739e-05 - mae: 0.0069 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9995e-05 - mae: 0.0069 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.2711e-05 - mae: 0.0069 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2834e-05 - mae: 0.0069 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2951e-05 - mae: 0.0069 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3083e-05 - mae: 0.0069 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3188e-05 - mae: 0.0069 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3288e-05 - mae: 0.0069 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3385e-05 - mae: 0.0069 394/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3477e-05 - mae: 0.0069 400/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3585e-05 - mae: 0.0069 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3693e-05 - mae: 0.0069 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3778e-05 - mae: 0.0069 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3862e-05 - mae: 0.0069 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3943e-05 - mae: 0.0069 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4022e-05 - mae: 0.0069 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.7098e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7114e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7130e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7144e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7159e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.7162e-05 - mae: 0.0070 - val_loss: 3.1161e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 176/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 4.6775e-05 - mae: 0.0053  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 4.7583e-05 - mae: 0.0059   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3895e-05 - mae: 0.0060  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6501e-05 - mae: 0.0062  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7033e-05 - mae: 0.0062  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7817e-05 - mae: 0.0063  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8663e-05 - mae: 0.0064  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9193e-05 - mae: 0.0064  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9658e-05 - mae: 0.0065  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0075e-05 - mae: 0.0065  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0461e-05 - mae: 0.0066  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0929e-05 - mae: 0.0066  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2920e-05 - mae: 0.0067  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4543e-05 - mae: 0.0067  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5908e-05 - mae: 0.0068  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7025e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8076e-05 - mae: 0.0068  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8852e-05 - mae: 0.0069  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9559e-05 - mae: 0.0069  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0133e-05 - mae: 0.0069 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0564e-05 - mae: 0.0069 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1089e-05 - mae: 0.0070 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1682e-05 - mae: 0.0070 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2220e-05 - mae: 0.0070 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2726e-05 - mae: 0.0070 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3058e-05 - mae: 0.0070 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3455e-05 - mae: 0.0070 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3813e-05 - mae: 0.0070 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4112e-05 - mae: 0.0070 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4371e-05 - mae: 0.0070 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4652e-05 - mae: 0.0070 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4886e-05 - mae: 0.0071 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5034e-05 - mae: 0.0071 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5178e-05 - mae: 0.0071 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5301e-05 - mae: 0.0071 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5365e-05 - mae: 0.0071 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5406e-05 - mae: 0.0071 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5466e-05 - mae: 0.0071 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5493e-05 - mae: 0.0071 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5502e-05 - mae: 0.0071 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5498e-05 - mae: 0.0071 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5483e-05 - mae: 0.0071 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5457e-05 - mae: 0.0071 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5426e-05 - mae: 0.0071 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5399e-05 - mae: 0.0071 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5366e-05 - mae: 0.0071 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5327e-05 - mae: 0.0071 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5280e-05 - mae: 0.0071 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.3692e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3674e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3655e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3637e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3618e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3599e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3580e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3561e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3541e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3522e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3503e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3484e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.3468e-05 - mae: 0.0070 - val_loss: 3.1183e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 177/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 8.1717e-05 - mae: 0.0084  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.8803e-05 - mae: 0.0071   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9824e-05 - mae: 0.0070  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6911e-05 - mae: 0.0068  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7934e-05 - mae: 0.0067  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7804e-05 - mae: 0.0067  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7245e-05 - mae: 0.0066  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7028e-05 - mae: 0.0066  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6749e-05 - mae: 0.0066  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6114e-05 - mae: 0.0066  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5592e-05 - mae: 0.0066  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5059e-05 - mae: 0.0066  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4866e-05 - mae: 0.0065  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4824e-05 - mae: 0.0066  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4894e-05 - mae: 0.0066  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4924e-05 - mae: 0.0066  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4939e-05 - mae: 0.0066  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4943e-05 - mae: 0.0066  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4905e-05 - mae: 0.0066 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4839e-05 - mae: 0.0066 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4741e-05 - mae: 0.0066 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4666e-05 - mae: 0.0066 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4582e-05 - mae: 0.0066 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4479e-05 - mae: 0.0066 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4387e-05 - mae: 0.0066 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4316e-05 - mae: 0.0066 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4265e-05 - mae: 0.0066 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4216e-05 - mae: 0.0067 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4188e-05 - mae: 0.0067 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4159e-05 - mae: 0.0067 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4132e-05 - mae: 0.0067 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4106e-05 - mae: 0.0067 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4081e-05 - mae: 0.0067 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4044e-05 - mae: 0.0067 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4017e-05 - mae: 0.0067 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3987e-05 - mae: 0.0067 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3968e-05 - mae: 0.0067 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3932e-05 - mae: 0.0067 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3905e-05 - mae: 0.0067 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3892e-05 - mae: 0.0067 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3879e-05 - mae: 0.0067 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7497e-05 - mae: 0.0069 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7507e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7517e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.7527e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.7537e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.7543e-05 - mae: 0.0069 - val_loss: 3.1193e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 178/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 2.9134e-05 - mae: 0.0042  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.2542e-05 - mae: 0.0055   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7191e-05 - mae: 0.0060  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8572e-05 - mae: 0.0062  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9555e-05 - mae: 0.0063  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0260e-05 - mae: 0.0064  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2432e-05 - mae: 0.0064  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3938e-05 - mae: 0.0064  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5092e-05 - mae: 0.0065  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5957e-05 - mae: 0.0065  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7528e-05 - mae: 0.0065  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8574e-05 - mae: 0.0066  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9313e-05 - mae: 0.0066  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9866e-05 - mae: 0.0066  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0498e-05 - mae: 0.0066  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0970e-05 - mae: 0.0066  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1309e-05 - mae: 0.0066  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1552e-05 - mae: 0.0066  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1806e-05 - mae: 0.0066  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2013e-05 - mae: 0.0066 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2183e-05 - mae: 0.0066 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2301e-05 - mae: 0.0066 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2379e-05 - mae: 0.0066 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2432e-05 - mae: 0.0066 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2470e-05 - mae: 0.0066 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2531e-05 - mae: 0.0066 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3223e-05 - mae: 0.0066 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3965e-05 - mae: 0.0066 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4513e-05 - mae: 0.0066 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5070e-05 - mae: 0.0066 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5546e-05 - mae: 0.0066 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5888e-05 - mae: 0.0066 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6192e-05 - mae: 0.0066 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6541e-05 - mae: 0.0066 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.9112e-05 - mae: 0.0068 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9112e-05 - mae: 0.0068 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9111e-05 - mae: 0.0068 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9110e-05 - mae: 0.0068 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9109e-05 - mae: 0.0068 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9108e-05 - mae: 0.0068 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9107e-05 - mae: 0.0068 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9108e-05 - mae: 0.0068 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9116e-05 - mae: 0.0068 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9124e-05 - mae: 0.0068 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9132e-05 - mae: 0.0068 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9141e-05 - mae: 0.0068 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9151e-05 - mae: 0.0068 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9159e-05 - mae: 0.0068 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9167e-05 - mae: 0.0068 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9177e-05 - mae: 0.0068 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9185e-05 - mae: 0.0068 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9192e-05 - mae: 0.0068 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9199e-05 - mae: 0.0068 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9205e-05 - mae: 0.0068 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9211e-05 - mae: 0.0068 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9218e-05 - mae: 0.0068 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9223e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9227e-05 - mae: 0.0068 - val_loss: 3.1148e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 179/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 2.6408e-05 - mae: 0.0040  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 3.7781e-05 - mae: 0.0049   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.9437e-05 - mae: 0.0051  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.1601e-05 - mae: 0.0054  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.3715e-05 - mae: 0.0055  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.5340e-05 - mae: 0.0057  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.6237e-05 - mae: 0.0057  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7748e-05 - mae: 0.0059  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8899e-05 - mae: 0.0060  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9953e-05 - mae: 0.0060  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0794e-05 - mae: 0.0061  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1484e-05 - mae: 0.0061  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2094e-05 - mae: 0.0062  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2660e-05 - mae: 0.0062  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3375e-05 - mae: 0.0063  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3967e-05 - mae: 0.0063  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4399e-05 - mae: 0.0063  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4854e-05 - mae: 0.0063  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5390e-05 - mae: 0.0064  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6371e-05 - mae: 0.0064 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7522e-05 - mae: 0.0064 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8501e-05 - mae: 0.0064 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9497e-05 - mae: 0.0065 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0212e-05 - mae: 0.0065 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0818e-05 - mae: 0.0065 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1346e-05 - mae: 0.0065 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1805e-05 - mae: 0.0065 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2201e-05 - mae: 0.0065 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2594e-05 - mae: 0.0065 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2999e-05 - mae: 0.0066 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7582e-05 - mae: 0.0069 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7598e-05 - mae: 0.0069 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7613e-05 - mae: 0.0069 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7628e-05 - mae: 0.0069 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7642e-05 - mae: 0.0069 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7655e-05 - mae: 0.0069 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7668e-05 - mae: 0.0069 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7681e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7694e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7706e-05 - mae: 0.0069 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7718e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7729e-05 - mae: 0.0069 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7741e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7752e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7764e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7774e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.7780e-05 - mae: 0.0069 - val_loss: 3.1168e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 180/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 43s 50ms/step - loss: 7.2001e-05 - mae: 0.0075  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.1356e-05 - mae: 0.0071   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1378e-05 - mae: 0.0071  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.0434e-05 - mae: 0.0070  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9367e-05 - mae: 0.0069  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7919e-05 - mae: 0.0068  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7105e-05 - mae: 0.0067  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6883e-05 - mae: 0.0066  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7251e-05 - mae: 0.0066  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7647e-05 - mae: 0.0066  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8069e-05 - mae: 0.0066  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8592e-05 - mae: 0.0067  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9052e-05 - mae: 0.0067  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9509e-05 - mae: 0.0067  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9816e-05 - mae: 0.0067  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0117e-05 - mae: 0.0067  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0377e-05 - mae: 0.0067  94/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0538e-05 - mae: 0.0067  99/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0582e-05 - mae: 0.0067 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0621e-05 - mae: 0.0067 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0627e-05 - mae: 0.0067 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0633e-05 - mae: 0.0067 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0652e-05 - mae: 0.0067 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.5267e-05 - mae: 0.0068 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5284e-05 - mae: 0.0068 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5301e-05 - mae: 0.0068 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5316e-05 - mae: 0.0068 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5332e-05 - mae: 0.0068 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5346e-05 - mae: 0.0068 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5362e-05 - mae: 0.0068 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5384e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.5401e-05 - mae: 0.0068 - val_loss: 3.1158e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 181/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 38ms/step - loss: 1.1013e-04 - mae: 0.0094  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.2871e-05 - mae: 0.0078   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.4288e-05 - mae: 0.0075  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8026e-05 - mae: 0.0071  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1911e-05 - mae: 0.0070  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4190e-05 - mae: 0.0070  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5365e-05 - mae: 0.0070  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6076e-05 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5952e-05 - mae: 0.0069  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5509e-05 - mae: 0.0069  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4854e-05 - mae: 0.0069  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4308e-05 - mae: 0.0069  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4104e-05 - mae: 0.0068  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3967e-05 - mae: 0.0068  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4199e-05 - mae: 0.0068  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4395e-05 - mae: 0.0068  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4485e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 7.0154e-05 - mae: 0.0069 662/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0175e-05 - mae: 0.0069 667/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0194e-05 - mae: 0.0069 672/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0212e-05 - mae: 0.0069 677/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0231e-05 - mae: 0.0069 682/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0248e-05 - mae: 0.0069 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0270e-05 - mae: 0.0069 694/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0290e-05 - mae: 0.0069 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0309e-05 - mae: 0.0069 705/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0323e-05 - mae: 0.0069 710/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0338e-05 - mae: 0.0069 715/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0352e-05 - mae: 0.0069 721/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0368e-05 - mae: 0.0069 726/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0380e-05 - mae: 0.0069 732/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0393e-05 - mae: 0.0069 737/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0404e-05 - mae: 0.0069 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0418e-05 - mae: 0.0069 749/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0430e-05 - mae: 0.0069 754/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0439e-05 - mae: 0.0069 759/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0447e-05 - mae: 0.0069 764/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0454e-05 - mae: 0.0069 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0462e-05 - mae: 0.0069 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0469e-05 - mae: 0.0069 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0475e-05 - mae: 0.0069 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0481e-05 - mae: 0.0069 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0486e-05 - mae: 0.0069 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0495e-05 - mae: 0.0069 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0502e-05 - mae: 0.0069 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0509e-05 - mae: 0.0069 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0517e-05 - mae: 0.0069 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0524e-05 - mae: 0.0069 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0530e-05 - mae: 0.0069 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0537e-05 - mae: 0.0069 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0544e-05 - mae: 0.0069 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0551e-05 - mae: 0.0069 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0558e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0567e-05 - mae: 0.0069 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0575e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0583e-05 - mae: 0.0069 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0591e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0598e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0605e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0612e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0615e-05 - mae: 0.0069 - val_loss: 3.1178e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 182/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 0.0024 - mae: 0.0226  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2608e-04 - mae: 0.0119  12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6160e-04 - mae: 0.0101  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2834e-04 - mae: 0.0092  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.4727e-04 - mae: 0.0087  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.9201e-04 - mae: 0.0084  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.5165e-04 - mae: 0.0082  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.1561e-04 - mae: 0.0080  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.9224e-04 - mae: 0.0079  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.6987e-04 - mae: 0.0078  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.5472e-04 - mae: 0.0077  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.4186e-04 - mae: 0.0077  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.3071e-04 - mae: 0.0076  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2085e-04 - mae: 0.0076  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.1277e-04 - mae: 0.0075  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.0560e-04 - mae: 0.0075  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.9916e-04 - mae: 0.0075  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.9344e-04 - mae: 0.0075  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8824e-04 - mae: 0.0074  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8346e-04 - mae: 0.0074 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.7907e-04 - mae: 0.0074 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.7504e-04 - mae: 0.0074 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.7067e-04 - mae: 0.0074 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.6731e-04 - mae: 0.0074 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 8.9424e-05 - mae: 0.0072 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.9320e-05 - mae: 0.0072 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.9216e-05 - mae: 0.0072 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.9114e-05 - mae: 0.0072 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8993e-05 - mae: 0.0072 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8896e-05 - mae: 0.0072 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8798e-05 - mae: 0.0072 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8682e-05 - mae: 0.0072 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 8.8585e-05 - mae: 0.0072 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 8.8508e-05 - mae: 0.0072 - val_loss: 3.1151e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 183/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 45ms/step - loss: 1.8062e-04 - mae: 0.0114  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.0241e-04 - mae: 0.0087   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.7171e-05 - mae: 0.0081  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.9231e-05 - mae: 0.0078  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4692e-05 - mae: 0.0075  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1463e-05 - mae: 0.0074  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9214e-05 - mae: 0.0073  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.8604e-05 - mae: 0.0072  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8285e-05 - mae: 0.0072  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8005e-05 - mae: 0.0071  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7502e-05 - mae: 0.0071  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8699e-05 - mae: 0.0071  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9935e-05 - mae: 0.0071  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0859e-05 - mae: 0.0070  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1527e-05 - mae: 0.0070  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1965e-05 - mae: 0.0070  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2222e-05 - mae: 0.0070  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2416e-05 - mae: 0.0070  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2559e-05 - mae: 0.0070  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2633e-05 - mae: 0.0070 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2624e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2618e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2594e-05 - mae: 0.0070 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2556e-05 - mae: 0.0070 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2504e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2422e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2345e-05 - mae: 0.0070 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2272e-05 - mae: 0.0070 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2181e-05 - mae: 0.0070 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2092e-05 - mae: 0.0070 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1998e-05 - mae: 0.0070 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1924e-05 - mae: 0.0070 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1834e-05 - mae: 0.0070 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1740e-05 - mae: 0.0070 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1640e-05 - mae: 0.0070 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1553e-05 - mae: 0.0070 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1471e-05 - mae: 0.0070 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1377e-05 - mae: 0.0070 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1297e-05 - mae: 0.0070 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1221e-05 - mae: 0.0070 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1161e-05 - mae: 0.0070 208/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1096e-05 - mae: 0.0070 213/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1029e-05 - mae: 0.0070 218/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.0961e-05 - mae: 0.0070 223/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.0921e-05 - mae: 0.0070 228/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.0903e-05 - mae: 0.0070 233/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.0888e-05 - mae: 0.0070 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0874e-05 - mae: 0.0070 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0861e-05 - mae: 0.0070 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0848e-05 - mae: 0.0070 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0830e-05 - mae: 0.0070 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0825e-05 - mae: 0.0070 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0825e-05 - mae: 0.0070 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0825e-05 - mae: 0.0070 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0824e-05 - mae: 0.0070 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0834e-05 - mae: 0.0070 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0839e-05 - mae: 0.0070 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0841e-05 - mae: 0.0070 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0844e-05 - mae: 0.0070 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0846e-05 - mae: 0.0070 303/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0848e-05 - mae: 0.0070 308/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0869e-05 - mae: 0.0070 313/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0889e-05 - mae: 0.0070 318/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0906e-05 - mae: 0.0070 323/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.0917e-05 - mae: 0.0070 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0923e-05 - mae: 0.0070 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0923e-05 - mae: 0.0070 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0923e-05 - mae: 0.0070 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0921e-05 - mae: 0.0070 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0924e-05 - mae: 0.0070 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0927e-05 - mae: 0.0070 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0924e-05 - mae: 0.0070 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0920e-05 - mae: 0.0070 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0914e-05 - mae: 0.0070 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0905e-05 - mae: 0.0070 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0895e-05 - mae: 0.0070 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0882e-05 - mae: 0.0070 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0866e-05 - mae: 0.0070 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0853e-05 - mae: 0.0070 398/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0839e-05 - mae: 0.0070 403/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0830e-05 - mae: 0.0070 408/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0827e-05 - mae: 0.0070 413/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0822e-05 - mae: 0.0070 418/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0817e-05 - mae: 0.0070 423/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0810e-05 - mae: 0.0070 428/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0801e-05 - mae: 0.0070 433/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0789e-05 - mae: 0.0070 438/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0777e-05 - mae: 0.0070 443/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0773e-05 - mae: 0.0070 448/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0771e-05 - mae: 0.0070 453/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0768e-05 - mae: 0.0070 458/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0764e-05 - mae: 0.0070 463/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0760e-05 - mae: 0.0070 468/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0755e-05 - mae: 0.0070 473/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0748e-05 - mae: 0.0070 478/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0740e-05 - mae: 0.0070 484/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0729e-05 - mae: 0.0070 489/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0719e-05 - mae: 0.0070 494/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0705e-05 - mae: 0.0070 499/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 7.0691e-05 - mae: 0.0070 504/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - 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loss: 7.0903e-05 - mae: 0.0070 583/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 7.0909e-05 - mae: 0.0070 589/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 7.0914e-05 - mae: 0.0070 594/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 7.0917e-05 - mae: 0.0070 600/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 7.0919e-05 - mae: 0.0070 605/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0920e-05 - mae: 0.0070 611/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0918e-05 - mae: 0.0070 617/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0916e-05 - mae: 0.0070 622/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0912e-05 - mae: 0.0070 627/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0908e-05 - mae: 0.0070 633/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0905e-05 - mae: 0.0070 638/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0903e-05 - mae: 0.0070 643/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0904e-05 - mae: 0.0070 648/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0904e-05 - mae: 0.0070 653/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0903e-05 - mae: 0.0070 658/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0901e-05 - mae: 0.0070 664/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0898e-05 - mae: 0.0070 670/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0895e-05 - mae: 0.0070 676/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0890e-05 - mae: 0.0070 681/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0889e-05 - mae: 0.0070 686/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0888e-05 - mae: 0.0070 692/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0885e-05 - mae: 0.0070 697/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0883e-05 - mae: 0.0070 702/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0880e-05 - mae: 0.0070 707/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0876e-05 - mae: 0.0070 712/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0871e-05 - mae: 0.0070 717/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0867e-05 - mae: 0.0070 722/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0863e-05 - mae: 0.0070 727/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0860e-05 - mae: 0.0070 732/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0856e-05 - mae: 0.0070 737/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0852e-05 - mae: 0.0070 742/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0847e-05 - mae: 0.0070 747/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0841e-05 - mae: 0.0070 752/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0834e-05 - mae: 0.0070 757/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0827e-05 - mae: 0.0070 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0816e-05 - mae: 0.0070 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0807e-05 - mae: 0.0070 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0799e-05 - mae: 0.0070 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0795e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0791e-05 - mae: 0.0070 788/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0787e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0781e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0773e-05 - mae: 0.0070 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0767e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0761e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0755e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0747e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0745e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0745e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0745e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0744e-05 - mae: 0.0070 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0742e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0739e-05 - mae: 0.0070 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0738e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0736e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0734e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0731e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0728e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0725e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.0724e-05 - mae: 0.0070 - val_loss: 3.1185e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 184/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 8.3538e-05 - mae: 0.0087  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 7.0547e-05 - mae: 0.0078   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8967e-05 - mae: 0.0076  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6518e-05 - mae: 0.0075  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4213e-05 - mae: 0.0073  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2836e-05 - mae: 0.0072  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1708e-05 - mae: 0.0071  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1577e-05 - mae: 0.0071  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1301e-05 - mae: 0.0071  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0921e-05 - mae: 0.0071  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0548e-05 - mae: 0.0070  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0153e-05 - mae: 0.0070  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9825e-05 - mae: 0.0070  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9556e-05 - mae: 0.0070  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9221e-05 - mae: 0.0069  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8984e-05 - mae: 0.0069  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8923e-05 - mae: 0.0069  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9083e-05 - mae: 0.0069  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9195e-05 - mae: 0.0069  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9316e-05 - mae: 0.0069 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9448e-05 - mae: 0.0069 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9528e-05 - mae: 0.0069 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9620e-05 - mae: 0.0069 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9711e-05 - mae: 0.0069 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9761e-05 - mae: 0.0068 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9781e-05 - mae: 0.0068 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9785e-05 - mae: 0.0068 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9881e-05 - mae: 0.0068 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0026e-05 - mae: 0.0068 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0211e-05 - mae: 0.0068 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0398e-05 - mae: 0.0068 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0559e-05 - mae: 0.0068 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0699e-05 - mae: 0.0068 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0833e-05 - mae: 0.0068 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0948e-05 - mae: 0.0068 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1053e-05 - mae: 0.0068 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1178e-05 - mae: 0.0068 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1294e-05 - mae: 0.0068 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1398e-05 - mae: 0.0068 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1474e-05 - mae: 0.0068 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1536e-05 - mae: 0.0068 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1596e-05 - mae: 0.0068 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1658e-05 - mae: 0.0068 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1713e-05 - mae: 0.0068 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1760e-05 - mae: 0.0068 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1909e-05 - mae: 0.0068 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2046e-05 - mae: 0.0068 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2182e-05 - mae: 0.0068 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2309e-05 - mae: 0.0068 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2427e-05 - mae: 0.0068 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2532e-05 - mae: 0.0068 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2631e-05 - mae: 0.0068 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2747e-05 - mae: 0.0068 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2860e-05 - mae: 0.0068 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2972e-05 - mae: 0.0068 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3074e-05 - mae: 0.0068 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3175e-05 - mae: 0.0068 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3265e-05 - mae: 0.0068 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3345e-05 - mae: 0.0068 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3422e-05 - mae: 0.0068 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3494e-05 - mae: 0.0068 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3573e-05 - mae: 0.0068 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3634e-05 - mae: 0.0068 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3706e-05 - mae: 0.0068 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3768e-05 - mae: 0.0068 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3828e-05 - mae: 0.0068 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3892e-05 - mae: 0.0068 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3952e-05 - mae: 0.0068 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4013e-05 - mae: 0.0068 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4070e-05 - mae: 0.0068 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4134e-05 - mae: 0.0068 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4192e-05 - mae: 0.0068 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4248e-05 - mae: 0.0068 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4301e-05 - mae: 0.0068 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4341e-05 - mae: 0.0068 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4381e-05 - mae: 0.0068 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4427e-05 - mae: 0.0068 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4463e-05 - mae: 0.0068 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.6875e-05 - mae: 0.0069 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6894e-05 - mae: 0.0069 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6909e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6924e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6941e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6954e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6968e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.6982e-05 - mae: 0.0069 - val_loss: 3.1248e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 185/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 3.7212e-05 - mae: 0.0058  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.9122e-05 - mae: 0.0062   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.5677e-05 - mae: 0.0066  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1479e-05 - mae: 0.0068  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2686e-05 - mae: 0.0068  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.2918e-05 - mae: 0.0068  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2818e-05 - mae: 0.0068  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2540e-05 - mae: 0.0068  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2948e-05 - mae: 0.0068  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3224e-05 - mae: 0.0068  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3316e-05 - mae: 0.0068  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3286e-05 - mae: 0.0068  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3380e-05 - mae: 0.0068  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3457e-05 - mae: 0.0069  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3491e-05 - mae: 0.0069  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3456e-05 - mae: 0.0069  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3365e-05 - mae: 0.0069  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3266e-05 - mae: 0.0069  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3197e-05 - mae: 0.0069  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3107e-05 - mae: 0.0069 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3010e-05 - mae: 0.0068 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2869e-05 - mae: 0.0068 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2717e-05 - mae: 0.0068 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2580e-05 - mae: 0.0068 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2483e-05 - mae: 0.0068 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2385e-05 - mae: 0.0068 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2276e-05 - mae: 0.0068 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2150e-05 - mae: 0.0068 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2014e-05 - mae: 0.0068 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1917e-05 - mae: 0.0068 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1845e-05 - mae: 0.0068 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1772e-05 - mae: 0.0068 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1703e-05 - mae: 0.0068 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1632e-05 - mae: 0.0068 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1596e-05 - mae: 0.0068 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1593e-05 - mae: 0.0068 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1601e-05 - mae: 0.0068 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1601e-05 - mae: 0.0068 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1597e-05 - mae: 0.0068 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1591e-05 - mae: 0.0068 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1584e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1572e-05 - mae: 0.0068 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1563e-05 - mae: 0.0068 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1547e-05 - mae: 0.0068 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1528e-05 - mae: 0.0068 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1502e-05 - mae: 0.0068 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1472e-05 - mae: 0.0068 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1455e-05 - mae: 0.0068 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1440e-05 - mae: 0.0068 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1425e-05 - mae: 0.0068 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1410e-05 - mae: 0.0068 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1396e-05 - mae: 0.0068 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1377e-05 - mae: 0.0068 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1358e-05 - mae: 0.0068 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1341e-05 - mae: 0.0068 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1328e-05 - mae: 0.0068 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1315e-05 - mae: 0.0068 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1301e-05 - mae: 0.0068 300/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1292e-05 - mae: 0.0068 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1319e-05 - mae: 0.0068 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1358e-05 - mae: 0.0068 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1395e-05 - mae: 0.0068 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1434e-05 - mae: 0.0068 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1472e-05 - mae: 0.0068 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1509e-05 - mae: 0.0068 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1552e-05 - mae: 0.0068 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1590e-05 - mae: 0.0068 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1623e-05 - mae: 0.0068 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1654e-05 - mae: 0.0068 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1682e-05 - mae: 0.0068 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1709e-05 - mae: 0.0068 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1743e-05 - mae: 0.0068 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1783e-05 - mae: 0.0068 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1821e-05 - mae: 0.0068 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.4989e-05 - mae: 0.0068 673/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.5020e-05 - mae: 0.0068 678/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.5051e-05 - mae: 0.0068 683/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.5081e-05 - mae: 0.0068 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.5109e-05 - mae: 0.0068 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5136e-05 - mae: 0.0068 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5161e-05 - mae: 0.0068 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5186e-05 - mae: 0.0068 708/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5213e-05 - mae: 0.0068 713/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5238e-05 - mae: 0.0068 718/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5263e-05 - mae: 0.0068 723/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5289e-05 - mae: 0.0068 728/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5315e-05 - mae: 0.0068 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5340e-05 - mae: 0.0068 738/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5364e-05 - mae: 0.0068 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5387e-05 - mae: 0.0068 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5410e-05 - mae: 0.0068 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5432e-05 - mae: 0.0068 759/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5465e-05 - mae: 0.0068 764/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5495e-05 - mae: 0.0068 769/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5525e-05 - mae: 0.0068 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5554e-05 - mae: 0.0068 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5583e-05 - mae: 0.0068 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5611e-05 - mae: 0.0068 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5639e-05 - mae: 0.0068 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5666e-05 - mae: 0.0068 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5691e-05 - mae: 0.0068 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5716e-05 - mae: 0.0068 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5741e-05 - mae: 0.0068 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5766e-05 - mae: 0.0068 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5789e-05 - mae: 0.0068 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5813e-05 - mae: 0.0068 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5836e-05 - mae: 0.0068 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5859e-05 - mae: 0.0068 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5882e-05 - mae: 0.0068 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5903e-05 - mae: 0.0068 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5925e-05 - mae: 0.0068 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5947e-05 - mae: 0.0068 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5967e-05 - mae: 0.0068 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5991e-05 - mae: 0.0068 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6010e-05 - mae: 0.0068 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6029e-05 - mae: 0.0068 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6048e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.6068e-05 - mae: 0.0069 - val_loss: 3.1140e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 186/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 4.2569e-05 - mae: 0.0055  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 4.6576e-05 - mae: 0.0060   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1386e-05 - mae: 0.0064  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2279e-05 - mae: 0.0064  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3075e-05 - mae: 0.0065  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3765e-05 - mae: 0.0065  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4237e-05 - mae: 0.0065  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4856e-05 - mae: 0.0065  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5434e-05 - mae: 0.0066  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6178e-05 - mae: 0.0066  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6662e-05 - mae: 0.0066  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7060e-05 - mae: 0.0066  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7715e-05 - mae: 0.0067  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8153e-05 - mae: 0.0067  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8518e-05 - mae: 0.0067  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8865e-05 - mae: 0.0067  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9222e-05 - mae: 0.0067  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9499e-05 - mae: 0.0068  95/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9726e-05 - mae: 0.0068 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9896e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0064e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0199e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0375e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0575e-05 - mae: 0.0068 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0781e-05 - mae: 0.0068 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0958e-05 - mae: 0.0068 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1101e-05 - mae: 0.0068 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1263e-05 - mae: 0.0068 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1429e-05 - mae: 0.0068 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1556e-05 - mae: 0.0068 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1812e-05 - mae: 0.0069 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2206e-05 - mae: 0.0069 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2498e-05 - mae: 0.0069 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2819e-05 - mae: 0.0069 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3100e-05 - mae: 0.0069 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3379e-05 - mae: 0.0069 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3676e-05 - mae: 0.0069 195/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3946e-05 - mae: 0.0069 201/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4201e-05 - mae: 0.0069 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4431e-05 - mae: 0.0069 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4606e-05 - mae: 0.0069 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4759e-05 - mae: 0.0069 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4896e-05 - mae: 0.0069 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5033e-05 - mae: 0.0069 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5202e-05 - mae: 0.0069 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5359e-05 - mae: 0.0069 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5555e-05 - mae: 0.0069 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5728e-05 - mae: 0.0069 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5890e-05 - mae: 0.0069 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6039e-05 - mae: 0.0069 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6181e-05 - mae: 0.0069 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6310e-05 - mae: 0.0069 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6430e-05 - mae: 0.0069 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6541e-05 - mae: 0.0069 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6655e-05 - mae: 0.0069 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6762e-05 - mae: 0.0069 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6863e-05 - mae: 0.0070 298/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6957e-05 - mae: 0.0070 303/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7045e-05 - mae: 0.0070 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7124e-05 - mae: 0.0070 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7219e-05 - mae: 0.0070 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7307e-05 - mae: 0.0070 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7371e-05 - mae: 0.0070 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7432e-05 - mae: 0.0070 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7494e-05 - mae: 0.0070 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7559e-05 - mae: 0.0070 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7615e-05 - mae: 0.0070 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7670e-05 - mae: 0.0070 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7713e-05 - mae: 0.0070 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7752e-05 - mae: 0.0070 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7785e-05 - mae: 0.0070 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7814e-05 - mae: 0.0070 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7842e-05 - mae: 0.0070 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7870e-05 - mae: 0.0070 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7899e-05 - mae: 0.0070 393/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7923e-05 - mae: 0.0070 398/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7946e-05 - mae: 0.0070 403/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7965e-05 - mae: 0.0070 408/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7981e-05 - mae: 0.0070 413/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7996e-05 - mae: 0.0070 418/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.9017e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9014e-05 - mae: 0.0070 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9011e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9007e-05 - mae: 0.0070 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9003e-05 - mae: 0.0070 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8998e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8994e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8989e-05 - mae: 0.0070 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8985e-05 - mae: 0.0070 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8980e-05 - mae: 0.0070 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8980e-05 - mae: 0.0070 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8990e-05 - mae: 0.0070 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9000e-05 - mae: 0.0070 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9009e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9019e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9028e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9036e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9045e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9054e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9061e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9069e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9076e-05 - mae: 0.0070 - val_loss: 3.1154e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 187/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 4.8727e-05 - mae: 0.0061  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8862e-05 - mae: 0.0070   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0748e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1463e-05 - mae: 0.0073  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 8.5557e-05 - mae: 0.0074  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2000e-05 - mae: 0.0075  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5260e-05 - mae: 0.0076  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6720e-05 - mae: 0.0077  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6915e-05 - mae: 0.0077  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6647e-05 - mae: 0.0077  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6012e-05 - mae: 0.0077  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6826e-05 - mae: 0.0077  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7135e-05 - mae: 0.0077  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7286e-05 - mae: 0.0077  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7237e-05 - mae: 0.0077  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7036e-05 - mae: 0.0076  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6711e-05 - mae: 0.0076  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6417e-05 - mae: 0.0076  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6096e-05 - mae: 0.0076 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5746e-05 - mae: 0.0076 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5351e-05 - mae: 0.0076 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4842e-05 - mae: 0.0076 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4362e-05 - mae: 0.0076 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4003e-05 - mae: 0.0076 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3620e-05 - mae: 0.0076 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3133e-05 - mae: 0.0076 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2634e-05 - mae: 0.0076 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2102e-05 - mae: 0.0076 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1563e-05 - mae: 0.0075 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1126e-05 - mae: 0.0075 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0700e-05 - mae: 0.0075 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0272e-05 - mae: 0.0075 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9866e-05 - mae: 0.0075 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9478e-05 - mae: 0.0075 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9101e-05 - mae: 0.0075 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8742e-05 - mae: 0.0075 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8380e-05 - mae: 0.0075 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8012e-05 - mae: 0.0075 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7644e-05 - mae: 0.0075 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.7283e-05 - mae: 0.0075 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.6940e-05 - mae: 0.0074 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.6609e-05 - mae: 0.0074 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.6284e-05 - mae: 0.0074 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5963e-05 - mae: 0.0074 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5641e-05 - mae: 0.0074 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5327e-05 - mae: 0.0074 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5020e-05 - mae: 0.0074 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4727e-05 - mae: 0.0074 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4443e-05 - mae: 0.0074 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4185e-05 - mae: 0.0074 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3950e-05 - mae: 0.0074 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3720e-05 - mae: 0.0074 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3495e-05 - mae: 0.0074 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3275e-05 - mae: 0.0074 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3059e-05 - mae: 0.0073 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2850e-05 - mae: 0.0073 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2642e-05 - mae: 0.0073 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2392e-05 - mae: 0.0073 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2183e-05 - mae: 0.0073 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1975e-05 - mae: 0.0073 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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val_loss: 3.1135e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 188/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 1.5786e-04 - mae: 0.0116  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 8.4830e-05 - mae: 0.0079   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5972e-05 - mae: 0.0075  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2817e-05 - mae: 0.0074  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1592e-05 - mae: 0.0075  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0459e-05 - mae: 0.0074  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9675e-05 - mae: 0.0074  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0972e-05 - mae: 0.0074  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2734e-05 - mae: 0.0074  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3808e-05 - mae: 0.0074  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4649e-05 - mae: 0.0074  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5471e-05 - mae: 0.0074  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6047e-05 - mae: 0.0074  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6384e-05 - mae: 0.0074  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6578e-05 - mae: 0.0074  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6675e-05 - mae: 0.0074  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7598e-05 - mae: 0.0074  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9163e-05 - mae: 0.0074 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0192e-05 - mae: 0.0074 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1151e-05 - mae: 0.0074 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2065e-05 - mae: 0.0074 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2810e-05 - mae: 0.0074 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3524e-05 - mae: 0.0074 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3976e-05 - mae: 0.0074 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4533e-05 - mae: 0.0074 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4919e-05 - mae: 0.0074 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5225e-05 - mae: 0.0074 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5470e-05 - mae: 0.0074 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5698e-05 - mae: 0.0074 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5850e-05 - mae: 0.0074 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5972e-05 - mae: 0.0074 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6050e-05 - mae: 0.0074 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6100e-05 - mae: 0.0073 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6118e-05 - mae: 0.0073 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6115e-05 - mae: 0.0073 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6095e-05 - mae: 0.0073 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6073e-05 - mae: 0.0073 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.6037e-05 - mae: 0.0073 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5985e-05 - mae: 0.0073 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5905e-05 - mae: 0.0073 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5833e-05 - mae: 0.0073 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5760e-05 - mae: 0.0073 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5687e-05 - mae: 0.0073 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5596e-05 - mae: 0.0073 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5514e-05 - mae: 0.0073 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5439e-05 - mae: 0.0073 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5354e-05 - mae: 0.0073 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5293e-05 - mae: 0.0073 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5311e-05 - mae: 0.0073 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5319e-05 - mae: 0.0073 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5323e-05 - mae: 0.0073 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5314e-05 - mae: 0.0073 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5294e-05 - mae: 0.0073 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5275e-05 - mae: 0.0073 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.9725e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.9706e-05 - mae: 0.0071 - val_loss: 3.1144e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 189/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 6.5106e-05 - mae: 0.0066  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5271e-05 - mae: 0.0062   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3870e-05 - mae: 0.0062  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2972e-05 - mae: 0.0062  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3402e-05 - mae: 0.0062  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4387e-05 - mae: 0.0063  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5390e-05 - mae: 0.0063  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6448e-05 - mae: 0.0064  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7544e-05 - mae: 0.0064  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8352e-05 - mae: 0.0065  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8955e-05 - mae: 0.0065  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9349e-05 - mae: 0.0065  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9603e-05 - mae: 0.0065  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9902e-05 - mae: 0.0066  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0119e-05 - mae: 0.0066  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0373e-05 - mae: 0.0066  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0548e-05 - mae: 0.0066  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0719e-05 - mae: 0.0066  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1001e-05 - mae: 0.0066  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1345e-05 - mae: 0.0067 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1670e-05 - mae: 0.0067 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1956e-05 - mae: 0.0067 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2489e-05 - mae: 0.0067 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3127e-05 - mae: 0.0067 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3695e-05 - mae: 0.0067 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4177e-05 - mae: 0.0067 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4597e-05 - mae: 0.0068 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4960e-05 - mae: 0.0068 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5291e-05 - mae: 0.0068 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5622e-05 - mae: 0.0068 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5871e-05 - mae: 0.0068 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6090e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6323e-05 - mae: 0.0068 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6516e-05 - mae: 0.0068 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6657e-05 - mae: 0.0068 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6782e-05 - mae: 0.0068 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6897e-05 - mae: 0.0068 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6999e-05 - mae: 0.0068 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7079e-05 - mae: 0.0068 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7137e-05 - mae: 0.0068 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7177e-05 - mae: 0.0068 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7216e-05 - mae: 0.0068 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7250e-05 - mae: 0.0068 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7273e-05 - mae: 0.0068 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7289e-05 - mae: 0.0068 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7303e-05 - mae: 0.0068 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7310e-05 - mae: 0.0068 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7309e-05 - mae: 0.0068 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7303e-05 - mae: 0.0068 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7294e-05 - mae: 0.0068 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7284e-05 - mae: 0.0068 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7263e-05 - mae: 0.0068 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7243e-05 - mae: 0.0069 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7259e-05 - mae: 0.0069 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7275e-05 - mae: 0.0069 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7291e-05 - mae: 0.0069 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7311e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7326e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7340e-05 - mae: 0.0069 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7354e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7367e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7379e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7382e-05 - mae: 0.0069 - val_loss: 3.1170e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 190/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 4.0315e-05 - mae: 0.0055  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.5768e-05 - mae: 0.0061   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.3948e-05 - mae: 0.0061  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.3897e-05 - mae: 0.0061  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3763e-05 - mae: 0.0061  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3537e-05 - mae: 0.0061  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4478e-05 - mae: 0.0061  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6472e-05 - mae: 0.0062  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7680e-05 - mae: 0.0062  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8625e-05 - mae: 0.0062  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9712e-05 - mae: 0.0063  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0470e-05 - mae: 0.0063  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0979e-05 - mae: 0.0064  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1342e-05 - mae: 0.0064  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1616e-05 - mae: 0.0064  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1810e-05 - mae: 0.0064  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1973e-05 - mae: 0.0064  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2092e-05 - mae: 0.0064  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2212e-05 - mae: 0.0065 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2308e-05 - mae: 0.0065 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2399e-05 - mae: 0.0065 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2474e-05 - mae: 0.0065 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2549e-05 - mae: 0.0065 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2596e-05 - mae: 0.0065 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2634e-05 - mae: 0.0065 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2666e-05 - mae: 0.0065 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2689e-05 - mae: 0.0066 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2694e-05 - mae: 0.0066 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2689e-05 - mae: 0.0066 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2683e-05 - mae: 0.0066 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2695e-05 - mae: 0.0066 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2751e-05 - mae: 0.0066 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2818e-05 - mae: 0.0066 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2873e-05 - mae: 0.0066 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2951e-05 - mae: 0.0066 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3021e-05 - mae: 0.0066 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3095e-05 - mae: 0.0066 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3154e-05 - mae: 0.0066 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3202e-05 - mae: 0.0066 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3238e-05 - mae: 0.0066 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3265e-05 - mae: 0.0067 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3297e-05 - mae: 0.0067 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3442e-05 - mae: 0.0067 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.0107e-05 - mae: 0.0069 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0111e-05 - mae: 0.0069 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0113e-05 - mae: 0.0069 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0116e-05 - mae: 0.0069 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0118e-05 - mae: 0.0069 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0119e-05 - mae: 0.0069 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0120e-05 - mae: 0.0069 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0122e-05 - mae: 0.0069 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0123e-05 - mae: 0.0069 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0123e-05 - mae: 0.0069 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0122e-05 - mae: 0.0069 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0121e-05 - mae: 0.0069 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0121e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0121e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0121e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0121e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.0121e-05 - mae: 0.0069 - val_loss: 3.1165e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 191/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 43s 49ms/step - loss: 3.3804e-05 - mae: 0.0045  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 3.7081e-05 - mae: 0.0053   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.0067e-05 - mae: 0.0056  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.2006e-05 - mae: 0.0057  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.3802e-05 - mae: 0.0059  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.6160e-05 - mae: 0.0061  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7695e-05 - mae: 0.0062  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9247e-05 - mae: 0.0063  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0766e-05 - mae: 0.0064  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1624e-05 - mae: 0.0064  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2726e-05 - mae: 0.0065  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3762e-05 - mae: 0.0065  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4489e-05 - mae: 0.0065  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5085e-05 - mae: 0.0065  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5609e-05 - mae: 0.0066  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6171e-05 - mae: 0.0066  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7674e-05 - mae: 0.0066  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9590e-05 - mae: 0.0066  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1220e-05 - mae: 0.0067  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2771e-05 - mae: 0.0067 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4198e-05 - mae: 0.0067 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5682e-05 - mae: 0.0067 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6987e-05 - mae: 0.0067 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8133e-05 - mae: 0.0068 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9143e-05 - mae: 0.0068 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0012e-05 - mae: 0.0068 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0749e-05 - mae: 0.0068 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1384e-05 - mae: 0.0068 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1923e-05 - mae: 0.0068 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2375e-05 - mae: 0.0068 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2817e-05 - mae: 0.0068 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3127e-05 - mae: 0.0068 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3444e-05 - mae: 0.0068 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3680e-05 - mae: 0.0069 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3890e-05 - mae: 0.0069 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4070e-05 - mae: 0.0069 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4242e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4407e-05 - mae: 0.0069 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4549e-05 - mae: 0.0069 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4664e-05 - mae: 0.0069 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4791e-05 - mae: 0.0069 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4876e-05 - mae: 0.0069 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4948e-05 - mae: 0.0069 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5019e-05 - mae: 0.0069 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5054e-05 - mae: 0.0069 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5087e-05 - mae: 0.0069 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5114e-05 - mae: 0.0069 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5133e-05 - mae: 0.0069 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5141e-05 - mae: 0.0069 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5139e-05 - mae: 0.0069 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5127e-05 - mae: 0.0069 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5111e-05 - mae: 0.0069 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5089e-05 - mae: 0.0069 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5069e-05 - mae: 0.0069 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5045e-05 - mae: 0.0069 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5026e-05 - mae: 0.0069 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5010e-05 - mae: 0.0069 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4993e-05 - mae: 0.0069 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4969e-05 - mae: 0.0069 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4984e-05 - mae: 0.0069 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5021e-05 - mae: 0.0069 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5053e-05 - mae: 0.0069 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5078e-05 - mae: 0.0069 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5098e-05 - mae: 0.0069 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.5110e-05 - mae: 0.0069 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.2439e-05 - mae: 0.0069 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2416e-05 - mae: 0.0069 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2397e-05 - mae: 0.0069 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2378e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2355e-05 - mae: 0.0069 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2339e-05 - mae: 0.0069 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2323e-05 - mae: 0.0069 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2307e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2291e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2274e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2257e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2242e-05 - mae: 0.0069 - val_loss: 3.1133e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 192/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 1.1864e-04 - mae: 0.0113  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4923e-05 - mae: 0.0088   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 8.0840e-05 - mae: 0.0085  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.6239e-05 - mae: 0.0082  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.3023e-05 - mae: 0.0079  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1943e-05 - mae: 0.0078  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1840e-05 - mae: 0.0077  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1652e-05 - mae: 0.0077  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1105e-05 - mae: 0.0076  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0632e-05 - mae: 0.0075  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0271e-05 - mae: 0.0075  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9964e-05 - mae: 0.0075  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9979e-05 - mae: 0.0074  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9913e-05 - mae: 0.0074  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9762e-05 - mae: 0.0074  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9600e-05 - mae: 0.0074  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9375e-05 - mae: 0.0073  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9166e-05 - mae: 0.0073  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.8942e-05 - mae: 0.0073 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8749e-05 - mae: 0.0073 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8499e-05 - mae: 0.0073 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8222e-05 - mae: 0.0072 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8008e-05 - mae: 0.0072 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7804e-05 - mae: 0.0072 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7599e-05 - mae: 0.0072 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7406e-05 - mae: 0.0072 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7236e-05 - mae: 0.0072 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7066e-05 - mae: 0.0071 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.6648e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6673e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6694e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.6714e-05 - mae: 0.0070 - val_loss: 3.1130e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 193/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 5.8563e-05 - mae: 0.0082  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3450e-05 - mae: 0.0083   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1677e-05 - mae: 0.0081  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9523e-05 - mae: 0.0078  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7408e-05 - mae: 0.0077  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6687e-05 - mae: 0.0075  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6183e-05 - mae: 0.0075  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5476e-05 - mae: 0.0074  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4923e-05 - mae: 0.0074  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4866e-05 - mae: 0.0073  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4723e-05 - mae: 0.0073  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4666e-05 - mae: 0.0073  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4489e-05 - mae: 0.0073  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4325e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4098e-05 - mae: 0.0072  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3950e-05 - mae: 0.0072  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3829e-05 - mae: 0.0072  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3718e-05 - mae: 0.0072  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3585e-05 - mae: 0.0072  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3524e-05 - mae: 0.0072 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3507e-05 - mae: 0.0072 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3464e-05 - mae: 0.0072 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.4858e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4887e-05 - mae: 0.0070 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4915e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4949e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4977e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5004e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5029e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5054e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5083e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.5110e-05 - mae: 0.0070 - val_loss: 3.1134e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 194/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 7.5326e-05 - mae: 0.0087  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 5.9735e-05 - mae: 0.0074   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.8194e-05 - mae: 0.0071  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9596e-05 - mae: 0.0070  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0760e-05 - mae: 0.0070  30/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1205e-05 - mae: 0.0070  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2670e-05 - mae: 0.0070  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3620e-05 - mae: 0.0070  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4561e-05 - mae: 0.0070  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5270e-05 - mae: 0.0070  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5868e-05 - mae: 0.0070  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6247e-05 - mae: 0.0071  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6551e-05 - mae: 0.0071  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6787e-05 - mae: 0.0071  79/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6974e-05 - mae: 0.0071  84/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7097e-05 - mae: 0.0071  89/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.3188e-05 - mae: 0.0071 680/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3180e-05 - mae: 0.0071 686/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3170e-05 - mae: 0.0071 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3162e-05 - mae: 0.0071 697/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3152e-05 - mae: 0.0071 702/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3143e-05 - mae: 0.0071 707/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3133e-05 - mae: 0.0071 712/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3123e-05 - mae: 0.0071 717/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3112e-05 - mae: 0.0071 722/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3099e-05 - mae: 0.0071 727/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3086e-05 - mae: 0.0071 732/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3074e-05 - mae: 0.0071 737/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3061e-05 - mae: 0.0071 742/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3048e-05 - mae: 0.0070 747/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3034e-05 - mae: 0.0070 752/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3020e-05 - mae: 0.0070 757/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3005e-05 - mae: 0.0070 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2992e-05 - mae: 0.0070 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2979e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2966e-05 - mae: 0.0070 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2953e-05 - mae: 0.0070 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.2939e-05 - mae: 0.0070 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2925e-05 - mae: 0.0070 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2910e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2896e-05 - mae: 0.0070 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2878e-05 - mae: 0.0070 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2864e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2849e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2834e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2815e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2800e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2784e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2768e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2752e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2736e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2719e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2702e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2684e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2672e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2661e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2651e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2640e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2638e-05 - mae: 0.0070 - val_loss: 3.1122e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 195/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 2.9134e-05 - mae: 0.0045  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.7029e-05 - mae: 0.0054   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.2291e-05 - mae: 0.0057  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.5943e-05 - mae: 0.0059  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7403e-05 - mae: 0.0060  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8650e-05 - mae: 0.0061  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9869e-05 - mae: 0.0061  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0993e-05 - mae: 0.0062  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1701e-05 - mae: 0.0063  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2232e-05 - mae: 0.0063  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3032e-05 - mae: 0.0064  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3879e-05 - mae: 0.0064  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4480e-05 - mae: 0.0064  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4896e-05 - mae: 0.0065  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5222e-05 - mae: 0.0065  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5450e-05 - mae: 0.0065  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5620e-05 - mae: 0.0065  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5716e-05 - mae: 0.0065  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5901e-05 - mae: 0.0065  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6130e-05 - mae: 0.0065 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6344e-05 - mae: 0.0065 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6524e-05 - mae: 0.0065 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6730e-05 - mae: 0.0066 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6903e-05 - mae: 0.0066 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7124e-05 - mae: 0.0066 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7458e-05 - mae: 0.0066 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7765e-05 - mae: 0.0066 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8054e-05 - mae: 0.0066 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8296e-05 - mae: 0.0066 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8501e-05 - mae: 0.0066 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8690e-05 - mae: 0.0066 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8864e-05 - mae: 0.0066 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9154e-05 - mae: 0.0066 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9465e-05 - mae: 0.0066 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9753e-05 - mae: 0.0067 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0064e-05 - mae: 0.0067 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0300e-05 - mae: 0.0067 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0515e-05 - mae: 0.0067 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0714e-05 - mae: 0.0067 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.5010e-05 - mae: 0.0068 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5114e-05 - mae: 0.0068 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5215e-05 - mae: 0.0068 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5312e-05 - mae: 0.0068 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5406e-05 - mae: 0.0068 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5491e-05 - mae: 0.0068 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5573e-05 - mae: 0.0068 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5656e-05 - mae: 0.0068 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5750e-05 - mae: 0.0068 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5820e-05 - mae: 0.0068 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5888e-05 - mae: 0.0068 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5956e-05 - mae: 0.0068 400/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6020e-05 - mae: 0.0068 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6080e-05 - mae: 0.0068 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6137e-05 - mae: 0.0068 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6191e-05 - mae: 0.0068 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6242e-05 - mae: 0.0068 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6293e-05 - mae: 0.0068 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6347e-05 - mae: 0.0068 435/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6415e-05 - mae: 0.0068 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6481e-05 - mae: 0.0068 445/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6544e-05 - mae: 0.0068 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6604e-05 - mae: 0.0068 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6674e-05 - mae: 0.0068 460/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6765e-05 - mae: 0.0068 465/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6852e-05 - mae: 0.0068 470/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6934e-05 - mae: 0.0068 475/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7012e-05 - mae: 0.0068 480/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.9141e-05 - mae: 0.0069 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9153e-05 - mae: 0.0069 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9164e-05 - mae: 0.0069 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9175e-05 - mae: 0.0069 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9187e-05 - mae: 0.0069 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9197e-05 - mae: 0.0069 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9207e-05 - mae: 0.0069 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9216e-05 - mae: 0.0069 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9225e-05 - mae: 0.0069 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9234e-05 - mae: 0.0069 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9244e-05 - mae: 0.0069 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9252e-05 - mae: 0.0069 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9260e-05 - mae: 0.0069 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9269e-05 - mae: 0.0069 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9277e-05 - mae: 0.0069 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9285e-05 - mae: 0.0069 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9295e-05 - mae: 0.0069 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9303e-05 - mae: 0.0069 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9312e-05 - mae: 0.0069 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9320e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9328e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9335e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9342e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9349e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9350e-05 - mae: 0.0069 - val_loss: 3.1166e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 196/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 6.4787e-05 - mae: 0.0071  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.6493e-05 - mae: 0.0067   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.5425e-05 - mae: 0.0064  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.7291e-05 - mae: 0.0065  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8830e-05 - mae: 0.0066  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9296e-05 - mae: 0.0066  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9316e-05 - mae: 0.0066  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9471e-05 - mae: 0.0066  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9578e-05 - mae: 0.0066  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9668e-05 - mae: 0.0066  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9794e-05 - mae: 0.0066  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9902e-05 - mae: 0.0066  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9940e-05 - mae: 0.0066  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9986e-05 - mae: 0.0067  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9987e-05 - mae: 0.0067  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9959e-05 - mae: 0.0067  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9877e-05 - mae: 0.0067  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9826e-05 - mae: 0.0067  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9746e-05 - mae: 0.0067  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9638e-05 - mae: 0.0067 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9537e-05 - mae: 0.0067 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9440e-05 - mae: 0.0067 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9361e-05 - mae: 0.0067 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9287e-05 - mae: 0.0067 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9232e-05 - mae: 0.0067 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9172e-05 - mae: 0.0067 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9108e-05 - mae: 0.0067 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9077e-05 - mae: 0.0067 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9050e-05 - mae: 0.0067 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9026e-05 - mae: 0.0067 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9028e-05 - mae: 0.0067 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9075e-05 - mae: 0.0067 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9148e-05 - mae: 0.0067 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9242e-05 - mae: 0.0067 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9315e-05 - mae: 0.0067 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9438e-05 - mae: 0.0067 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9546e-05 - mae: 0.0067 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9645e-05 - mae: 0.0068 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9749e-05 - mae: 0.0068 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9837e-05 - mae: 0.0068 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9911e-05 - mae: 0.0068 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9989e-05 - mae: 0.0068 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0059e-05 - mae: 0.0068 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0121e-05 - mae: 0.0068 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0343e-05 - mae: 0.0068 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0706e-05 - mae: 0.0068 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1043e-05 - mae: 0.0068 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1415e-05 - mae: 0.0068 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1704e-05 - mae: 0.0068 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2024e-05 - mae: 0.0068 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2265e-05 - mae: 0.0068 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2493e-05 - mae: 0.0068 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2715e-05 - mae: 0.0068 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2924e-05 - mae: 0.0068 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3126e-05 - mae: 0.0068 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3313e-05 - mae: 0.0068 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3495e-05 - mae: 0.0068 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3677e-05 - mae: 0.0068 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3858e-05 - mae: 0.0068 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4038e-05 - mae: 0.0068 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4211e-05 - mae: 0.0068 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4377e-05 - mae: 0.0068 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4538e-05 - mae: 0.0068 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4696e-05 - mae: 0.0068 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4844e-05 - mae: 0.0068 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4988e-05 - mae: 0.0068 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5153e-05 - mae: 0.0068 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5315e-05 - mae: 0.0068 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5447e-05 - mae: 0.0068 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5567e-05 - mae: 0.0068 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5681e-05 - mae: 0.0068 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5792e-05 - mae: 0.0069 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5928e-05 - mae: 0.0069 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6082e-05 - mae: 0.0069 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6232e-05 - mae: 0.0069 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6408e-05 - mae: 0.0069 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6575e-05 - mae: 0.0069 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6708e-05 - mae: 0.0069 400/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6836e-05 - mae: 0.0069 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6958e-05 - mae: 0.0069 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7071e-05 - mae: 0.0069 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7181e-05 - mae: 0.0069 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7288e-05 - mae: 0.0069 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7413e-05 - mae: 0.0069 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7515e-05 - mae: 0.0069 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.0583e-05 - mae: 0.0070 731/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0609e-05 - mae: 0.0070 736/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0635e-05 - mae: 0.0070 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0660e-05 - mae: 0.0070 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0684e-05 - mae: 0.0070 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0708e-05 - mae: 0.0070 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0731e-05 - mae: 0.0070 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0755e-05 - mae: 0.0070 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0777e-05 - mae: 0.0070 771/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0799e-05 - mae: 0.0070 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0820e-05 - mae: 0.0070 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0845e-05 - mae: 0.0070 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0865e-05 - mae: 0.0070 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0883e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0901e-05 - mae: 0.0070 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0920e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0939e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0960e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0977e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0996e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1010e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1023e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1036e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1047e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1058e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1070e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1080e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1090e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1100e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1111e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1121e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1128e-05 - mae: 0.0070 - val_loss: 3.1136e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 197/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 4.0943e-05 - mae: 0.0053  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.7136e-05 - mae: 0.0064   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.3220e-05 - mae: 0.0068  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3416e-05 - mae: 0.0068  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3138e-05 - mae: 0.0069  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3025e-05 - mae: 0.0069  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3085e-05 - mae: 0.0069  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2879e-05 - mae: 0.0069  41/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2471e-05 - mae: 0.0069  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2075e-05 - mae: 0.0069  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1939e-05 - mae: 0.0069  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2160e-05 - mae: 0.0069  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2434e-05 - mae: 0.0069  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2662e-05 - mae: 0.0069  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2790e-05 - mae: 0.0070  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2859e-05 - mae: 0.0069  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2986e-05 - mae: 0.0070  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3187e-05 - mae: 0.0070  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3321e-05 - mae: 0.0070  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3384e-05 - mae: 0.0070 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3413e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3487e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3633e-05 - mae: 0.0070 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3792e-05 - mae: 0.0070 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3985e-05 - mae: 0.0070 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4134e-05 - mae: 0.0070 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4275e-05 - mae: 0.0070 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4381e-05 - mae: 0.0070 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4462e-05 - mae: 0.0070 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4520e-05 - mae: 0.0070 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4594e-05 - mae: 0.0070 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4654e-05 - mae: 0.0070 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4691e-05 - mae: 0.0070 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4730e-05 - mae: 0.0070 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4745e-05 - mae: 0.0070 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4742e-05 - mae: 0.0070 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4795e-05 - mae: 0.0070 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4863e-05 - mae: 0.0070 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5028e-05 - mae: 0.0070 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5186e-05 - mae: 0.0070 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5326e-05 - mae: 0.0070 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5452e-05 - mae: 0.0070 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5565e-05 - mae: 0.0070 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5669e-05 - mae: 0.0070 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5762e-05 - mae: 0.0070 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5849e-05 - mae: 0.0070 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5933e-05 - mae: 0.0070 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6013e-05 - mae: 0.0070 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6087e-05 - mae: 0.0070 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6186e-05 - mae: 0.0070 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6276e-05 - mae: 0.0070 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6356e-05 - mae: 0.0070 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6418e-05 - mae: 0.0070 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6471e-05 - mae: 0.0070 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6514e-05 - mae: 0.0070 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6550e-05 - mae: 0.0070 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6579e-05 - mae: 0.0070 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6601e-05 - mae: 0.0070 303/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6673e-05 - mae: 0.0070 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6751e-05 - mae: 0.0070 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6837e-05 - mae: 0.0070 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6903e-05 - mae: 0.0070 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6966e-05 - mae: 0.0070 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7041e-05 - mae: 0.0070 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7096e-05 - mae: 0.0070 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7158e-05 - mae: 0.0070 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7207e-05 - mae: 0.0070 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7251e-05 - mae: 0.0070 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7291e-05 - mae: 0.0070 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7333e-05 - mae: 0.0070 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7368e-05 - mae: 0.0070 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7426e-05 - mae: 0.0070 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7520e-05 - mae: 0.0070 382/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7611e-05 - mae: 0.0070 387/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7698e-05 - mae: 0.0070 392/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7778e-05 - mae: 0.0070 398/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7871e-05 - mae: 0.0070 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7959e-05 - mae: 0.0070 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.9476e-05 - mae: 0.0070 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9487e-05 - mae: 0.0070 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9497e-05 - mae: 0.0070 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9505e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9513e-05 - mae: 0.0070 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9520e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9526e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9532e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9538e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9543e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9547e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9551e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9556e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9559e-05 - mae: 0.0070 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9564e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9570e-05 - mae: 0.0070 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9576e-05 - mae: 0.0070 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9581e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9586e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9591e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9594e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9598e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9599e-05 - mae: 0.0070 - val_loss: 3.1106e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 198/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 4.1405e-05 - mae: 0.0052  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8663e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8256e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7152e-05 - mae: 0.0065  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7877e-05 - mae: 0.0066  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7845e-05 - mae: 0.0066  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7575e-05 - mae: 0.0066  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7267e-05 - mae: 0.0066  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7477e-05 - mae: 0.0066  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7492e-05 - mae: 0.0066  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7826e-05 - mae: 0.0067  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8127e-05 - mae: 0.0067  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8508e-05 - mae: 0.0067  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8951e-05 - mae: 0.0067  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9283e-05 - mae: 0.0067  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9663e-05 - mae: 0.0067  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9913e-05 - mae: 0.0067  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0143e-05 - mae: 0.0067  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0362e-05 - mae: 0.0068 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0516e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0631e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0739e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0812e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0877e-05 - mae: 0.0068 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0988e-05 - mae: 0.0068 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1071e-05 - mae: 0.0068 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1164e-05 - mae: 0.0068 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1264e-05 - mae: 0.0068 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1342e-05 - mae: 0.0068 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1405e-05 - mae: 0.0068 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1458e-05 - mae: 0.0068 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1514e-05 - mae: 0.0068 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1559e-05 - mae: 0.0068 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1646e-05 - mae: 0.0068 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1742e-05 - mae: 0.0068 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1838e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1985e-05 - mae: 0.0069 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2192e-05 - mae: 0.0069 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2369e-05 - mae: 0.0069 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2507e-05 - mae: 0.0069 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2652e-05 - mae: 0.0069 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2820e-05 - mae: 0.0069 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2949e-05 - mae: 0.0069 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3066e-05 - mae: 0.0069 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3197e-05 - mae: 0.0069 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3372e-05 - mae: 0.0069 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3551e-05 - mae: 0.0069 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3714e-05 - mae: 0.0069 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3862e-05 - mae: 0.0069 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4217e-05 - mae: 0.0069 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4548e-05 - mae: 0.0069 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4820e-05 - mae: 0.0069 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5089e-05 - mae: 0.0069 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5346e-05 - mae: 0.0069 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5590e-05 - mae: 0.0069 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5821e-05 - mae: 0.0069 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6037e-05 - mae: 0.0069 303/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6298e-05 - mae: 0.0070 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6554e-05 - mae: 0.0070 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6757e-05 - mae: 0.0070 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6945e-05 - mae: 0.0070 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7128e-05 - mae: 0.0070 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7299e-05 - mae: 0.0070 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7491e-05 - mae: 0.0070 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7669e-05 - mae: 0.0070 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7807e-05 - mae: 0.0070 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7955e-05 - mae: 0.0070 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8099e-05 - mae: 0.0070 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8261e-05 - mae: 0.0070 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8386e-05 - mae: 0.0070 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8503e-05 - mae: 0.0070 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8619e-05 - mae: 0.0070 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8749e-05 - mae: 0.0070 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8853e-05 - mae: 0.0070 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8952e-05 - mae: 0.0070 398/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9044e-05 - mae: 0.0070 403/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9128e-05 - mae: 0.0070 408/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9210e-05 - mae: 0.0070 413/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9288e-05 - mae: 0.0070 418/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9360e-05 - mae: 0.0070 423/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9426e-05 - mae: 0.0070 428/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9488e-05 - mae: 0.0070 434/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9559e-05 - mae: 0.0070 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9625e-05 - mae: 0.0070 446/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9685e-05 - mae: 0.0070 451/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9733e-05 - mae: 0.0070 456/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9796e-05 - mae: 0.0070 462/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9873e-05 - mae: 0.0070 467/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9932e-05 - mae: 0.0070 472/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.9989e-05 - mae: 0.0070 477/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0045e-05 - mae: 0.0070 482/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0099e-05 - mae: 0.0070 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0150e-05 - mae: 0.0070 492/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0199e-05 - mae: 0.0070 497/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0242e-05 - mae: 0.0070 502/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0283e-05 - mae: 0.0070 507/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0325e-05 - mae: 0.0070 512/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0363e-05 - mae: 0.0070 517/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0399e-05 - mae: 0.0070 522/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0433e-05 - mae: 0.0070 527/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.0464e-05 - mae: 0.0070 533/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.0951e-05 - mae: 0.0070 611/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0974e-05 - mae: 0.0070 616/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0996e-05 - mae: 0.0070 621/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1017e-05 - mae: 0.0070 626/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1037e-05 - mae: 0.0070 631/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1056e-05 - mae: 0.0070 636/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1074e-05 - mae: 0.0070 641/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1091e-05 - mae: 0.0070 646/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1108e-05 - mae: 0.0070 651/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1125e-05 - mae: 0.0070 656/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1141e-05 - mae: 0.0070 661/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1156e-05 - mae: 0.0070 666/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1170e-05 - mae: 0.0070 671/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1181e-05 - mae: 0.0070 676/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1193e-05 - mae: 0.0070 682/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1205e-05 - mae: 0.0070 687/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1215e-05 - mae: 0.0070 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1224e-05 - mae: 0.0070 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1235e-05 - mae: 0.0070 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1244e-05 - mae: 0.0070 708/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1253e-05 - mae: 0.0070 713/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1262e-05 - mae: 0.0070 718/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1270e-05 - mae: 0.0070 724/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1279e-05 - mae: 0.0070 729/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1289e-05 - mae: 0.0070 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1300e-05 - mae: 0.0070 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1308e-05 - mae: 0.0070 745/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1317e-05 - mae: 0.0070 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1327e-05 - mae: 0.0070 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1340e-05 - mae: 0.0070 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1353e-05 - mae: 0.0070 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1367e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1379e-05 - mae: 0.0070 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1391e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1401e-05 - mae: 0.0070 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1409e-05 - mae: 0.0070 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1419e-05 - mae: 0.0070 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1428e-05 - mae: 0.0070 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1436e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1444e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1450e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1456e-05 - mae: 0.0070 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1461e-05 - mae: 0.0070 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1465e-05 - mae: 0.0070 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1468e-05 - mae: 0.0070 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1471e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1474e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1476e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1478e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1480e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1482e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1482e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1484e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1485e-05 - mae: 0.0070 - val_loss: 3.1117e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 199/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 9.4892e-05 - mae: 0.0085  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.5588e-05 - mae: 0.0071   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.4008e-05 - mae: 0.0070  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3154e-05 - mae: 0.0070  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2419e-05 - mae: 0.0070  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2684e-05 - mae: 0.0070  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2740e-05 - mae: 0.0070  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3392e-05 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3884e-05 - mae: 0.0070  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4087e-05 - mae: 0.0070  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4258e-05 - mae: 0.0070  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4422e-05 - mae: 0.0070  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4482e-05 - mae: 0.0070  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4712e-05 - mae: 0.0070  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4888e-05 - mae: 0.0070  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4959e-05 - mae: 0.0070  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4930e-05 - mae: 0.0070  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4924e-05 - mae: 0.0070  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5658e-05 - mae: 0.0070  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6768e-05 - mae: 0.0070 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7729e-05 - mae: 0.0070 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8575e-05 - mae: 0.0070 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9445e-05 - mae: 0.0070 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0029e-05 - mae: 0.0070 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0522e-05 - mae: 0.0070 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0938e-05 - mae: 0.0070 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1356e-05 - mae: 0.0070 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1693e-05 - mae: 0.0070 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2013e-05 - mae: 0.0070 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2263e-05 - mae: 0.0070 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2437e-05 - mae: 0.0070 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2634e-05 - mae: 0.0070 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2802e-05 - mae: 0.0070 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2944e-05 - mae: 0.0070 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3063e-05 - mae: 0.0070 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3156e-05 - mae: 0.0070 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3233e-05 - mae: 0.0070 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3287e-05 - mae: 0.0070 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3349e-05 - mae: 0.0070 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3408e-05 - mae: 0.0070 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3457e-05 - mae: 0.0070 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3494e-05 - mae: 0.0070 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3566e-05 - mae: 0.0070 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3652e-05 - mae: 0.0070 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3716e-05 - mae: 0.0070 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3786e-05 - mae: 0.0070 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3853e-05 - mae: 0.0070 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3931e-05 - mae: 0.0070 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4002e-05 - mae: 0.0070 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4058e-05 - mae: 0.0070 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4112e-05 - mae: 0.0070 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4153e-05 - mae: 0.0070 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4184e-05 - mae: 0.0070 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4207e-05 - mae: 0.0070 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4225e-05 - mae: 0.0070 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4237e-05 - mae: 0.0070 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4244e-05 - mae: 0.0070 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4246e-05 - mae: 0.0070 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4240e-05 - mae: 0.0070 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4231e-05 - mae: 0.0070 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4220e-05 - mae: 0.0070 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4209e-05 - mae: 0.0070 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4199e-05 - mae: 0.0070 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4186e-05 - mae: 0.0070 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4167e-05 - mae: 0.0070 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4145e-05 - mae: 0.0070 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4120e-05 - mae: 0.0070 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4091e-05 - mae: 0.0070 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4123e-05 - mae: 0.0070 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4177e-05 - mae: 0.0070 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4225e-05 - mae: 0.0070 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4268e-05 - mae: 0.0070 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4307e-05 - mae: 0.0070 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4342e-05 - mae: 0.0070 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4372e-05 - mae: 0.0070 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4398e-05 - mae: 0.0070 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4420e-05 - mae: 0.0070 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4438e-05 - mae: 0.0070 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4456e-05 - mae: 0.0070 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4474e-05 - mae: 0.0070 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4488e-05 - mae: 0.0070 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4499e-05 - mae: 0.0070 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4509e-05 - mae: 0.0070 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4517e-05 - mae: 0.0070 437/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4526e-05 - mae: 0.0070 442/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4539e-05 - mae: 0.0070 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4553e-05 - mae: 0.0070 453/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4568e-05 - mae: 0.0070 458/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4577e-05 - mae: 0.0070 463/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4582e-05 - mae: 0.0070 468/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4586e-05 - mae: 0.0070 473/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4587e-05 - mae: 0.0070 478/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4588e-05 - mae: 0.0070 483/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4587e-05 - mae: 0.0070 488/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4594e-05 - mae: 0.0070 493/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4599e-05 - mae: 0.0070 498/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4602e-05 - mae: 0.0070 503/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4605e-05 - mae: 0.0070 508/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.4536e-05 - mae: 0.0070 584/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4522e-05 - mae: 0.0070 589/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4507e-05 - mae: 0.0070 594/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4491e-05 - mae: 0.0070 599/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4474e-05 - mae: 0.0070 605/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4453e-05 - mae: 0.0070 610/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4436e-05 - mae: 0.0070 615/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4419e-05 - mae: 0.0070 621/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4399e-05 - mae: 0.0070 626/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4382e-05 - mae: 0.0070 631/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4364e-05 - mae: 0.0070 636/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4346e-05 - mae: 0.0070 641/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4328e-05 - mae: 0.0070 646/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4310e-05 - mae: 0.0070 652/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4292e-05 - mae: 0.0070 657/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4279e-05 - mae: 0.0070 663/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4262e-05 - mae: 0.0070 668/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4248e-05 - mae: 0.0070 674/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4229e-05 - mae: 0.0070 679/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4214e-05 - mae: 0.0070 684/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.4198e-05 - mae: 0.0070 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.4179e-05 - mae: 0.0070 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.4163e-05 - mae: 0.0070 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.4146e-05 - mae: 0.0070 705/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.4128e-05 - mae: 0.0070 710/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.4110e-05 - mae: 0.0070 715/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.4092e-05 - mae: 0.0070 720/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.4074e-05 - mae: 0.0070 725/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.4054e-05 - mae: 0.0070 730/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.4034e-05 - mae: 0.0070 736/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.4008e-05 - mae: 0.0070 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3988e-05 - mae: 0.0070 747/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3964e-05 - mae: 0.0070 752/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3945e-05 - mae: 0.0070 757/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3924e-05 - mae: 0.0070 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3903e-05 - mae: 0.0070 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3885e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3866e-05 - mae: 0.0070 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3847e-05 - mae: 0.0070 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3828e-05 - mae: 0.0070 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3808e-05 - mae: 0.0070 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3788e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3768e-05 - mae: 0.0070 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3748e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3728e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3706e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3686e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3666e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3647e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3628e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3608e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3590e-05 - mae: 0.0070 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3571e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3553e-05 - mae: 0.0070 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3534e-05 - mae: 0.0070 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3515e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3496e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3477e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3460e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3441e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.3430e-05 - mae: 0.0070 - val_loss: 3.1123e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 200/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 1.1789e-04 - mae: 0.0088  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 8.7940e-05 - mae: 0.0077   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 8.1033e-05 - mae: 0.0075  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8978e-05 - mae: 0.0075  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6444e-05 - mae: 0.0074  30/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4115e-05 - mae: 0.0073  35/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2934e-05 - mae: 0.0073  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2238e-05 - mae: 0.0072  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1720e-05 - mae: 0.0072  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1406e-05 - mae: 0.0072  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1006e-05 - mae: 0.0072  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0543e-05 - mae: 0.0072  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0076e-05 - mae: 0.0072  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9650e-05 - mae: 0.0072  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9288e-05 - mae: 0.0072  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8869e-05 - mae: 0.0072  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8551e-05 - mae: 0.0071  92/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8240e-05 - mae: 0.0071  97/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7932e-05 - mae: 0.0071 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7560e-05 - mae: 0.0071 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7282e-05 - mae: 0.0071 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7017e-05 - mae: 0.0071 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6697e-05 - mae: 0.0071 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6423e-05 - mae: 0.0071 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6136e-05 - mae: 0.0070 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5925e-05 - mae: 0.0070 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5760e-05 - mae: 0.0070 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5589e-05 - mae: 0.0070 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5489e-05 - mae: 0.0070 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5419e-05 - mae: 0.0070 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5356e-05 - mae: 0.0070 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5287e-05 - mae: 0.0070 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5211e-05 - mae: 0.0070 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5129e-05 - mae: 0.0070 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5047e-05 - mae: 0.0070 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4956e-05 - mae: 0.0070 191/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4868e-05 - mae: 0.0070 197/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4761e-05 - mae: 0.0070 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4671e-05 - mae: 0.0070 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4602e-05 - mae: 0.0070 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4544e-05 - mae: 0.0070 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4526e-05 - mae: 0.0070 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4525e-05 - mae: 0.0070 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4527e-05 - mae: 0.0070 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4546e-05 - mae: 0.0070 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4557e-05 - mae: 0.0070 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4579e-05 - mae: 0.0070 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4601e-05 - mae: 0.0070 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4624e-05 - mae: 0.0070 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4644e-05 - mae: 0.0070 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4661e-05 - mae: 0.0070 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4679e-05 - mae: 0.0070 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4699e-05 - mae: 0.0070 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4713e-05 - mae: 0.0070 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4730e-05 - mae: 0.0070 291/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4747e-05 - mae: 0.0070 296/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4757e-05 - mae: 0.0070 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4766e-05 - mae: 0.0070 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4771e-05 - mae: 0.0070 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4798e-05 - mae: 0.0070 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4821e-05 - mae: 0.0070 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4842e-05 - mae: 0.0070 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4858e-05 - mae: 0.0070 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4867e-05 - mae: 0.0070 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4873e-05 - mae: 0.0070 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4875e-05 - mae: 0.0070 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4874e-05 - mae: 0.0070 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4869e-05 - mae: 0.0070 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4866e-05 - mae: 0.0070 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4863e-05 - mae: 0.0070 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4857e-05 - mae: 0.0070 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4852e-05 - mae: 0.0070 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4844e-05 - mae: 0.0070 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4835e-05 - mae: 0.0070 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4826e-05 - mae: 0.0070 394/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4836e-05 - mae: 0.0070 399/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4845e-05 - mae: 0.0070 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.5605e-05 - mae: 0.0070 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5614e-05 - mae: 0.0070 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5624e-05 - mae: 0.0070 705/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5633e-05 - mae: 0.0070 710/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5642e-05 - mae: 0.0070 715/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5663e-05 - mae: 0.0070 720/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5691e-05 - mae: 0.0070 726/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5723e-05 - mae: 0.0070 732/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5753e-05 - mae: 0.0070 737/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5778e-05 - mae: 0.0070 742/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5802e-05 - mae: 0.0070 747/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5825e-05 - mae: 0.0070 752/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5849e-05 - mae: 0.0070 757/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5881e-05 - mae: 0.0070 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5914e-05 - mae: 0.0070 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5945e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.5976e-05 - mae: 0.0070 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6005e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6039e-05 - mae: 0.0070 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6068e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6095e-05 - mae: 0.0070 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6122e-05 - mae: 0.0070 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6148e-05 - mae: 0.0070 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6175e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6202e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6229e-05 - mae: 0.0070 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6255e-05 - mae: 0.0070 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6281e-05 - mae: 0.0070 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6308e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6335e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6362e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6387e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6411e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6439e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6462e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6485e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6507e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6533e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.6555e-05 - mae: 0.0070 - val_loss: 3.1166e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 201/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 7.5761e-05 - mae: 0.0076  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9803e-05 - mae: 0.0075   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9053e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0090e-05 - mae: 0.0071  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1701e-05 - mae: 0.0071  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3001e-05 - mae: 0.0072  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3315e-05 - mae: 0.0072  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3431e-05 - mae: 0.0072  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3133e-05 - mae: 0.0072  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2721e-05 - mae: 0.0071  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2485e-05 - mae: 0.0071  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2518e-05 - mae: 0.0071  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2436e-05 - mae: 0.0071  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2309e-05 - mae: 0.0071  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2163e-05 - mae: 0.0071  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1966e-05 - mae: 0.0071  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3406e-05 - mae: 0.0071  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4592e-05 - mae: 0.0071  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5553e-05 - mae: 0.0071 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6382e-05 - mae: 0.0071 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7059e-05 - mae: 0.0071 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7602e-05 - mae: 0.0071 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8056e-05 - mae: 0.0071 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8454e-05 - mae: 0.0071 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8767e-05 - mae: 0.0071 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9018e-05 - mae: 0.0071 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9218e-05 - mae: 0.0071 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9373e-05 - mae: 0.0071 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9491e-05 - mae: 0.0071 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9582e-05 - mae: 0.0071 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9659e-05 - mae: 0.0071 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9733e-05 - mae: 0.0072 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9812e-05 - mae: 0.0072 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9878e-05 - mae: 0.0072 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9945e-05 - mae: 0.0072 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0073e-05 - mae: 0.0072 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0227e-05 - mae: 0.0072 196/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0374e-05 - mae: 0.0072 201/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0475e-05 - mae: 0.0072 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0545e-05 - mae: 0.0072 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0600e-05 - mae: 0.0072 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0666e-05 - mae: 0.0072 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0777e-05 - mae: 0.0072 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0892e-05 - mae: 0.0072 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0971e-05 - mae: 0.0072 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1046e-05 - mae: 0.0072 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1092e-05 - mae: 0.0072 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1131e-05 - mae: 0.0072 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1167e-05 - mae: 0.0072 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1187e-05 - mae: 0.0072 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1192e-05 - mae: 0.0072 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1200e-05 - mae: 0.0072 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1202e-05 - mae: 0.0072 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1197e-05 - mae: 0.0072 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.1190e-05 - mae: 0.0072 294/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1175e-05 - mae: 0.0072 299/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1152e-05 - mae: 0.0072 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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val_loss: 3.1137e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 202/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 43s 49ms/step - loss: 5.4844e-05 - mae: 0.0073  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7311e-05 - mae: 0.0074   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.5382e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2920e-05 - mae: 0.0070  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1200e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0437e-05 - mae: 0.0068  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0229e-05 - mae: 0.0068  37/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0161e-05 - mae: 0.0068  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0197e-05 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0323e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0525e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0585e-05 - mae: 0.0068  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.0753e-05 - mae: 0.0069  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0843e-05 - mae: 0.0069  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0946e-05 - mae: 0.0069  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0985e-05 - mae: 0.0069  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1013e-05 - mae: 0.0069  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1061e-05 - mae: 0.0069  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1086e-05 - mae: 0.0069 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1447e-05 - mae: 0.0068 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2092e-05 - mae: 0.0069 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2530e-05 - mae: 0.0069 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2975e-05 - mae: 0.0069 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3258e-05 - mae: 0.0069 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3500e-05 - mae: 0.0069 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3753e-05 - mae: 0.0069 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3940e-05 - mae: 0.0069 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4172e-05 - mae: 0.0069 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4362e-05 - mae: 0.0069 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4513e-05 - mae: 0.0069 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4657e-05 - mae: 0.0069 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4754e-05 - mae: 0.0069 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4846e-05 - mae: 0.0069 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4914e-05 - mae: 0.0069 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4975e-05 - mae: 0.0069 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5023e-05 - mae: 0.0069 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5072e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5104e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5135e-05 - mae: 0.0069 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5170e-05 - mae: 0.0069 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5197e-05 - mae: 0.0069 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5221e-05 - mae: 0.0069 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5238e-05 - mae: 0.0069 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5251e-05 - mae: 0.0069 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5254e-05 - mae: 0.0069 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5269e-05 - mae: 0.0069 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5284e-05 - mae: 0.0069 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5293e-05 - mae: 0.0069 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5300e-05 - mae: 0.0069 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5305e-05 - mae: 0.0068 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5315e-05 - mae: 0.0068 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5325e-05 - mae: 0.0068 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5337e-05 - mae: 0.0068 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5341e-05 - mae: 0.0068 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5339e-05 - mae: 0.0068 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5348e-05 - mae: 0.0068 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5362e-05 - mae: 0.0068 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5372e-05 - mae: 0.0068 303/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5385e-05 - mae: 0.0068 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5478e-05 - mae: 0.0068 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5584e-05 - mae: 0.0068 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5684e-05 - mae: 0.0068 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5782e-05 - mae: 0.0069 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5875e-05 - mae: 0.0069 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5961e-05 - mae: 0.0069 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6040e-05 - mae: 0.0069 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6111e-05 - mae: 0.0069 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6180e-05 - mae: 0.0069 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.9008e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9011e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9015e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9018e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9019e-05 - mae: 0.0069 - val_loss: 3.1137e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 203/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 2.7299e-05 - mae: 0.0046  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.7366e-05 - mae: 0.0073   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4244e-05 - mae: 0.0074  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1884e-05 - mae: 0.0073  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.9599e-05 - mae: 0.0072  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.8775e-05 - mae: 0.0072  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8005e-05 - mae: 0.0072  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8387e-05 - mae: 0.0072  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8825e-05 - mae: 0.0072  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9339e-05 - mae: 0.0072  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9883e-05 - mae: 0.0072  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0153e-05 - mae: 0.0072  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0294e-05 - mae: 0.0072  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0208e-05 - mae: 0.0072  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0057e-05 - mae: 0.0072  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9808e-05 - mae: 0.0072  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9629e-05 - mae: 0.0072  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9508e-05 - mae: 0.0072  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9395e-05 - mae: 0.0072  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9377e-05 - mae: 0.0072 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9543e-05 - mae: 0.0072 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9635e-05 - mae: 0.0072 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9749e-05 - mae: 0.0072 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9893e-05 - mae: 0.0072 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0075e-05 - mae: 0.0072 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0305e-05 - mae: 0.0072 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0520e-05 - mae: 0.0072 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0700e-05 - mae: 0.0072 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0912e-05 - mae: 0.0072 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1055e-05 - mae: 0.0072 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1170e-05 - mae: 0.0072 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1264e-05 - mae: 0.0072 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1458e-05 - mae: 0.0072 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1656e-05 - mae: 0.0072 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1865e-05 - mae: 0.0072 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2008e-05 - mae: 0.0072 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2140e-05 - mae: 0.0072 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2259e-05 - mae: 0.0072 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2366e-05 - mae: 0.0072 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2465e-05 - mae: 0.0072 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2550e-05 - mae: 0.0072 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2615e-05 - mae: 0.0072 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2666e-05 - mae: 0.0072 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2722e-05 - mae: 0.0072 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2779e-05 - mae: 0.0072 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2842e-05 - mae: 0.0072 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2889e-05 - mae: 0.0072 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2927e-05 - mae: 0.0072 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2953e-05 - mae: 0.0072 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.3235e-05 - mae: 0.0071 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3220e-05 - mae: 0.0071 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3204e-05 - mae: 0.0071 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3188e-05 - mae: 0.0071 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3171e-05 - mae: 0.0071 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3154e-05 - mae: 0.0071 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3138e-05 - mae: 0.0071 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3120e-05 - mae: 0.0071 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3103e-05 - mae: 0.0071 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3086e-05 - mae: 0.0071 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3069e-05 - mae: 0.0071 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3053e-05 - mae: 0.0071 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3036e-05 - mae: 0.0071 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.3020e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.3013e-05 - mae: 0.0071 - val_loss: 3.1123e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 204/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 2.9143e-05 - mae: 0.0048  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 3.7082e-05 - mae: 0.0052   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.2191e-05 - mae: 0.0056  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.9028e-05 - mae: 0.0060  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.3286e-05 - mae: 0.0062  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6155e-05 - mae: 0.0063  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7461e-05 - mae: 0.0064  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8343e-05 - mae: 0.0065  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8874e-05 - mae: 0.0065  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0775e-05 - mae: 0.0066  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3280e-05 - mae: 0.0066  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5173e-05 - mae: 0.0067  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6493e-05 - mae: 0.0067  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7526e-05 - mae: 0.0067  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8677e-05 - mae: 0.0068  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9521e-05 - mae: 0.0068  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0145e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0623e-05 - mae: 0.0068  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1040e-05 - mae: 0.0068 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1321e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1551e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1733e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1880e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1979e-05 - mae: 0.0069 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2037e-05 - mae: 0.0069 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2070e-05 - mae: 0.0069 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2068e-05 - mae: 0.0069 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2072e-05 - mae: 0.0069 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2063e-05 - mae: 0.0069 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2042e-05 - mae: 0.0069 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2294e-05 - mae: 0.0069 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2520e-05 - mae: 0.0069 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2712e-05 - mae: 0.0069 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2892e-05 - mae: 0.0069 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3036e-05 - mae: 0.0069 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3162e-05 - mae: 0.0069 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3272e-05 - mae: 0.0069 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3369e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3454e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3500e-05 - mae: 0.0069 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3528e-05 - mae: 0.0069 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3578e-05 - mae: 0.0069 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3627e-05 - mae: 0.0069 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3672e-05 - mae: 0.0069 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3709e-05 - mae: 0.0069 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3766e-05 - mae: 0.0069 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3808e-05 - mae: 0.0069 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3846e-05 - mae: 0.0069 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3872e-05 - mae: 0.0069 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3897e-05 - mae: 0.0069 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3920e-05 - mae: 0.0069 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3965e-05 - mae: 0.0069 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3993e-05 - mae: 0.0069 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4029e-05 - mae: 0.0069 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4064e-05 - mae: 0.0069 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4093e-05 - mae: 0.0069 294/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4106e-05 - mae: 0.0069 299/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4121e-05 - mae: 0.0069 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4132e-05 - mae: 0.0069 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4141e-05 - mae: 0.0069 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4145e-05 - mae: 0.0069 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4142e-05 - mae: 0.0069 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4135e-05 - mae: 0.0069 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4123e-05 - mae: 0.0069 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4105e-05 - mae: 0.0069 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4085e-05 - mae: 0.0069 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4060e-05 - mae: 0.0069 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.2184e-05 - mae: 0.0069 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2160e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2137e-05 - mae: 0.0069 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2113e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2084e-05 - mae: 0.0069 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2061e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2038e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2010e-05 - mae: 0.0069 - val_loss: 3.1222e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 205/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 4.1326e-05 - mae: 0.0055  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8015e-05 - mae: 0.0074   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7431e-05 - mae: 0.0074  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4754e-05 - mae: 0.0073  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1619e-05 - mae: 0.0073  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8496e-05 - mae: 0.0072  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6010e-05 - mae: 0.0071  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3767e-05 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1887e-05 - mae: 0.0070  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9954e-05 - mae: 0.0069  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8714e-05 - mae: 0.0069  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7710e-05 - mae: 0.0068  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6965e-05 - mae: 0.0068  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6353e-05 - mae: 0.0068  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5828e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5564e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5529e-05 - mae: 0.0068  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5514e-05 - mae: 0.0068  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5495e-05 - mae: 0.0068  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5474e-05 - mae: 0.0068 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5489e-05 - mae: 0.0068 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5512e-05 - mae: 0.0069 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5499e-05 - mae: 0.0069 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5488e-05 - mae: 0.0069 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5463e-05 - mae: 0.0069 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5423e-05 - mae: 0.0069 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5380e-05 - mae: 0.0069 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5314e-05 - mae: 0.0069 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5246e-05 - mae: 0.0069 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5157e-05 - mae: 0.0069 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5082e-05 - mae: 0.0069 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5006e-05 - mae: 0.0069 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4946e-05 - mae: 0.0069 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4867e-05 - mae: 0.0069 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4810e-05 - mae: 0.0069 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4791e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4793e-05 - mae: 0.0069 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4792e-05 - mae: 0.0069 201/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4786e-05 - mae: 0.0069 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4797e-05 - mae: 0.0069 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4799e-05 - mae: 0.0069 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4787e-05 - mae: 0.0069 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4768e-05 - mae: 0.0069 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4746e-05 - mae: 0.0069 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4731e-05 - mae: 0.0069 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4721e-05 - mae: 0.0069 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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mae: 0.0079  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.6428e-05 - mae: 0.0076  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4612e-05 - mae: 0.0075  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.3692e-05 - mae: 0.0074  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3090e-05 - mae: 0.0074  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.2508e-05 - mae: 0.0073  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1965e-05 - mae: 0.0073  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2042e-05 - mae: 0.0073  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1963e-05 - mae: 0.0073  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1774e-05 - mae: 0.0073  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1819e-05 - mae: 0.0073  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1681e-05 - mae: 0.0073  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1512e-05 - mae: 0.0072  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1268e-05 - mae: 0.0072  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1028e-05 - mae: 0.0072  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0775e-05 - mae: 0.0072  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0502e-05 - mae: 0.0072  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0248e-05 - mae: 0.0072 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9987e-05 - mae: 0.0072 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9735e-05 - mae: 0.0072 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9622e-05 - mae: 0.0072 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9559e-05 - mae: 0.0072 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9476e-05 - mae: 0.0072 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9382e-05 - mae: 0.0072 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9285e-05 - mae: 0.0071 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9208e-05 - mae: 0.0071 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9122e-05 - mae: 0.0071 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9035e-05 - mae: 0.0071 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7197e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7221e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7244e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7266e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7287e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7307e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7332e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7357e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7386e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7409e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7431e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7457e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7479e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7499e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7519e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7542e-05 - mae: 0.0070 - val_loss: 3.1091e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 207/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 4.3775e-05 - mae: 0.0065  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9880e-05 - mae: 0.0067   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.0308e-05 - mae: 0.0065  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.0620e-05 - mae: 0.0065  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.0739e-05 - mae: 0.0065  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0796e-05 - mae: 0.0065  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0931e-05 - mae: 0.0065  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1285e-05 - mae: 0.0065  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1658e-05 - mae: 0.0066  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1884e-05 - mae: 0.0066  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2225e-05 - mae: 0.0066  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2506e-05 - mae: 0.0066  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2777e-05 - mae: 0.0066  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3007e-05 - mae: 0.0066  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3208e-05 - mae: 0.0066  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3299e-05 - mae: 0.0066  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3335e-05 - mae: 0.0066  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3394e-05 - mae: 0.0066  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3468e-05 - mae: 0.0066  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3573e-05 - mae: 0.0066 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3715e-05 - mae: 0.0066 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3873e-05 - mae: 0.0066 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4038e-05 - mae: 0.0066 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4173e-05 - mae: 0.0066 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.3743e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3780e-05 - mae: 0.0069 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3815e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3850e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.3891e-05 - mae: 0.0069 - val_loss: 3.1109e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 208/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 6.4272e-05 - mae: 0.0085  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3361e-05 - mae: 0.0083   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3649e-05 - mae: 0.0080  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3616e-05 - mae: 0.0079  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2664e-05 - mae: 0.0077  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1297e-05 - mae: 0.0076  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0014e-05 - mae: 0.0075  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8917e-05 - mae: 0.0074  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7816e-05 - mae: 0.0074  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6816e-05 - mae: 0.0073  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5995e-05 - mae: 0.0072  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5282e-05 - mae: 0.0072  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4690e-05 - mae: 0.0072  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4060e-05 - mae: 0.0071  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3545e-05 - mae: 0.0071  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3141e-05 - mae: 0.0071  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2726e-05 - mae: 0.0070  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2401e-05 - mae: 0.0070  95/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2106e-05 - mae: 0.0070 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1842e-05 - mae: 0.0070 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1631e-05 - mae: 0.0070 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1441e-05 - mae: 0.0070 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1269e-05 - mae: 0.0069 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1291e-05 - mae: 0.0069 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1366e-05 - mae: 0.0069 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1477e-05 - mae: 0.0069 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1558e-05 - mae: 0.0069 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1634e-05 - mae: 0.0069 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1798e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2133e-05 - mae: 0.0069 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2396e-05 - mae: 0.0069 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2924e-05 - mae: 0.0069 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3465e-05 - mae: 0.0069 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3959e-05 - mae: 0.0069 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4404e-05 - mae: 0.0069 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.0390e-05 - mae: 0.0070 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0405e-05 - mae: 0.0070 693/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.0418e-05 - mae: 0.0070 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0432e-05 - mae: 0.0070 704/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0448e-05 - mae: 0.0070 710/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0463e-05 - mae: 0.0070 715/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0475e-05 - mae: 0.0070 720/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0488e-05 - mae: 0.0070 725/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0501e-05 - mae: 0.0070 730/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0515e-05 - mae: 0.0070 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0529e-05 - mae: 0.0070 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0541e-05 - mae: 0.0070 745/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0553e-05 - mae: 0.0070 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0567e-05 - mae: 0.0070 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0577e-05 - mae: 0.0070 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0586e-05 - mae: 0.0070 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0596e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0608e-05 - mae: 0.0070 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0617e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0627e-05 - mae: 0.0070 788/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.0635e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0642e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0650e-05 - mae: 0.0070 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0657e-05 - mae: 0.0070 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0663e-05 - mae: 0.0070 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0667e-05 - mae: 0.0070 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0670e-05 - mae: 0.0070 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0673e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.0676e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0679e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0681e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0683e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0683e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0684e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0685e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0684e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0684e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0683e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.0682e-05 - mae: 0.0070 - val_loss: 3.1072e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 209/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 6.2760e-05 - mae: 0.0063  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5684e-05 - mae: 0.0063   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1409e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5942e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7429e-05 - mae: 0.0068  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8004e-05 - mae: 0.0068  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8380e-05 - mae: 0.0068  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8367e-05 - mae: 0.0068  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8116e-05 - mae: 0.0068  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7733e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7472e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7225e-05 - mae: 0.0069  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6931e-05 - mae: 0.0069  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6586e-05 - mae: 0.0068  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6290e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6068e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5853e-05 - mae: 0.0068  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5630e-05 - mae: 0.0068  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5407e-05 - mae: 0.0068  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5190e-05 - mae: 0.0068 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5017e-05 - mae: 0.0068 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4869e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4770e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4720e-05 - mae: 0.0068 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4681e-05 - mae: 0.0068 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4643e-05 - mae: 0.0068 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4588e-05 - mae: 0.0068 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4528e-05 - mae: 0.0068 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4461e-05 - mae: 0.0068 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4373e-05 - mae: 0.0068 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4300e-05 - mae: 0.0068 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4218e-05 - mae: 0.0068 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4131e-05 - mae: 0.0068 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4055e-05 - mae: 0.0068 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3982e-05 - mae: 0.0068 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3894e-05 - mae: 0.0068 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3823e-05 - mae: 0.0068 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3756e-05 - mae: 0.0068 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3693e-05 - mae: 0.0068 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3642e-05 - mae: 0.0068 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3584e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3524e-05 - mae: 0.0068 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3449e-05 - mae: 0.0068 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.8967e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8971e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8974e-05 - mae: 0.0069 - val_loss: 3.1124e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 210/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 4.2520e-05 - mae: 0.0059  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.2535e-05 - mae: 0.0057   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.1583e-05 - mae: 0.0056  19/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.2018e-05 - mae: 0.0056  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.4072e-05 - mae: 0.0057  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.5994e-05 - mae: 0.0058  35/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8076e-05 - mae: 0.0059  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9381e-05 - mae: 0.0060  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0755e-05 - mae: 0.0061  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2220e-05 - mae: 0.0062  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3492e-05 - mae: 0.0062  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4449e-05 - mae: 0.0063  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5436e-05 - mae: 0.0063  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6476e-05 - mae: 0.0064  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7283e-05 - mae: 0.0064  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8044e-05 - mae: 0.0064  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8894e-05 - mae: 0.0065  91/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9485e-05 - mae: 0.0065  96/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0041e-05 - mae: 0.0066 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0510e-05 - mae: 0.0066 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1044e-05 - mae: 0.0066 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1437e-05 - mae: 0.0066 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1862e-05 - mae: 0.0067 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2272e-05 - mae: 0.0067 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2642e-05 - mae: 0.0067 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2974e-05 - mae: 0.0067 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3271e-05 - mae: 0.0067 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3594e-05 - mae: 0.0068 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3870e-05 - mae: 0.0068 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4058e-05 - mae: 0.0068 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4216e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4356e-05 - mae: 0.0068 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4488e-05 - mae: 0.0068 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4591e-05 - mae: 0.0068 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4681e-05 - mae: 0.0068 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4769e-05 - mae: 0.0068 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4854e-05 - mae: 0.0068 195/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7898e-05 - mae: 0.0070 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7913e-05 - mae: 0.0070 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7927e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7941e-05 - mae: 0.0070 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7957e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7972e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7984e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7997e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8010e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8021e-05 - mae: 0.0070 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8032e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8045e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8054e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8064e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8072e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8097e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8117e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8136e-05 - mae: 0.0070 - val_loss: 3.1085e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 211/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 3.8176e-05 - mae: 0.0060  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4190e-05 - mae: 0.0068   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8580e-05 - mae: 0.0070  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.9328e-05 - mae: 0.0069  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9448e-05 - mae: 0.0069  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0498e-05 - mae: 0.0069  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1123e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1060e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0861e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0730e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0940e-05 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2169e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3136e-05 - mae: 0.0069  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4012e-05 - mae: 0.0069  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4869e-05 - mae: 0.0070  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5513e-05 - mae: 0.0070  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6007e-05 - mae: 0.0070  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6541e-05 - mae: 0.0070  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7525e-05 - mae: 0.0070  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8446e-05 - mae: 0.0070 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9245e-05 - mae: 0.0071 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9937e-05 - mae: 0.0071 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0496e-05 - mae: 0.0071 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0996e-05 - mae: 0.0071 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1433e-05 - mae: 0.0071 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1790e-05 - mae: 0.0071 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2063e-05 - mae: 0.0071 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2278e-05 - mae: 0.0071 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2462e-05 - mae: 0.0071 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2615e-05 - mae: 0.0072 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2732e-05 - mae: 0.0072 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2819e-05 - mae: 0.0072 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2880e-05 - mae: 0.0072 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2927e-05 - mae: 0.0072 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2968e-05 - mae: 0.0072 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3015e-05 - mae: 0.0072 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.1177e-05 - mae: 0.0071 684/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1174e-05 - mae: 0.0071 689/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1171e-05 - mae: 0.0071 694/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1170e-05 - mae: 0.0071 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1172e-05 - mae: 0.0071 704/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1173e-05 - mae: 0.0071 709/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1174e-05 - mae: 0.0071 714/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1173e-05 - mae: 0.0071 719/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1171e-05 - mae: 0.0071 724/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1168e-05 - mae: 0.0071 729/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1164e-05 - mae: 0.0071 734/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1160e-05 - mae: 0.0071 739/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1154e-05 - mae: 0.0071 744/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1149e-05 - mae: 0.0071 749/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1143e-05 - mae: 0.0071 754/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1139e-05 - mae: 0.0071 759/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1134e-05 - mae: 0.0071 764/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1130e-05 - mae: 0.0071 769/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1128e-05 - mae: 0.0071 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1124e-05 - mae: 0.0071 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1121e-05 - mae: 0.0071 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1118e-05 - mae: 0.0071 789/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1117e-05 - mae: 0.0071 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1115e-05 - mae: 0.0071 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1113e-05 - mae: 0.0071 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1110e-05 - mae: 0.0071 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1107e-05 - mae: 0.0071 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1104e-05 - mae: 0.0071 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1100e-05 - mae: 0.0071 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1096e-05 - mae: 0.0071 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1089e-05 - mae: 0.0071 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1083e-05 - mae: 0.0071 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1076e-05 - mae: 0.0071 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1069e-05 - mae: 0.0071 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1062e-05 - mae: 0.0071 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1055e-05 - mae: 0.0071 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1049e-05 - mae: 0.0071 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1043e-05 - mae: 0.0071 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1037e-05 - mae: 0.0071 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1029e-05 - mae: 0.0071 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1020e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.1017e-05 - mae: 0.0071 - val_loss: 3.1072e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 212/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 4.5886e-05 - mae: 0.0049  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 6.9826e-05 - mae: 0.0066   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0590e-05 - mae: 0.0067  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0260e-05 - mae: 0.0068  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8827e-05 - mae: 0.0067  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7889e-05 - mae: 0.0067  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8779e-05 - mae: 0.0067  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3712e-05 - mae: 0.0068  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8252e-05 - mae: 0.0068  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1591e-05 - mae: 0.0068  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3944e-05 - mae: 0.0069  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5569e-05 - mae: 0.0069  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6732e-05 - mae: 0.0069  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7598e-05 - mae: 0.0069  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8172e-05 - mae: 0.0070  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8579e-05 - mae: 0.0070  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8954e-05 - mae: 0.0070  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9254e-05 - mae: 0.0070  95/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9410e-05 - mae: 0.0070 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9393e-05 - mae: 0.0070 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9282e-05 - mae: 0.0070 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9264e-05 - mae: 0.0070 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9158e-05 - mae: 0.0071 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8953e-05 - mae: 0.0071 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8793e-05 - mae: 0.0071 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8683e-05 - mae: 0.0071 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8541e-05 - mae: 0.0071 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8383e-05 - mae: 0.0071 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8199e-05 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8026e-05 - mae: 0.0071 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7891e-05 - mae: 0.0071 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7738e-05 - mae: 0.0071 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7566e-05 - mae: 0.0071 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7375e-05 - mae: 0.0071 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7184e-05 - mae: 0.0071 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6992e-05 - mae: 0.0071 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6787e-05 - mae: 0.0071 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6582e-05 - mae: 0.0071 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6347e-05 - mae: 0.0071 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.6164e-05 - mae: 0.0071 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5975e-05 - mae: 0.0071 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5795e-05 - mae: 0.0071 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5619e-05 - mae: 0.0071 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5442e-05 - mae: 0.0071 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5279e-05 - mae: 0.0071 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.5084e-05 - mae: 0.0071 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4920e-05 - mae: 0.0071 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4767e-05 - mae: 0.0071 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4621e-05 - mae: 0.0071 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4479e-05 - mae: 0.0071 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4338e-05 - mae: 0.0071 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4197e-05 - mae: 0.0071 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.4054e-05 - mae: 0.0071 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3915e-05 - mae: 0.0071 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3754e-05 - mae: 0.0071 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3594e-05 - mae: 0.0071 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3428e-05 - mae: 0.0071 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3291e-05 - mae: 0.0071 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3125e-05 - mae: 0.0071 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2983e-05 - mae: 0.0071 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2845e-05 - mae: 0.0071 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2707e-05 - mae: 0.0071 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2567e-05 - mae: 0.0071 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2425e-05 - mae: 0.0071 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2287e-05 - mae: 0.0071 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2149e-05 - mae: 0.0071 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.2010e-05 - mae: 0.0071 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1870e-05 - mae: 0.0071 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1732e-05 - mae: 0.0071 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1564e-05 - mae: 0.0071 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1423e-05 - mae: 0.0071 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1281e-05 - mae: 0.0071 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.1139e-05 - mae: 0.0071 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.0999e-05 - mae: 0.0071 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.0860e-05 - mae: 0.0071 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.0721e-05 - mae: 0.0071 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.0583e-05 - mae: 0.0071 399/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.0419e-05 - mae: 0.0071 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.0284e-05 - mae: 0.0071 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 8.0150e-05 - mae: 0.0071 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9994e-05 - mae: 0.0071 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9866e-05 - mae: 0.0071 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9750e-05 - mae: 0.0071 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9666e-05 - mae: 0.0071 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9595e-05 - mae: 0.0071 441/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9526e-05 - mae: 0.0071 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9444e-05 - mae: 0.0071 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9379e-05 - mae: 0.0071 457/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9315e-05 - mae: 0.0071 462/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9250e-05 - mae: 0.0071 468/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9170e-05 - mae: 0.0070 473/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9102e-05 - mae: 0.0070 478/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.9034e-05 - mae: 0.0070 483/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.8965e-05 - mae: 0.0070 488/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.8896e-05 - mae: 0.0070 493/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.8827e-05 - mae: 0.0070 499/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.6014e-05 - mae: 0.0070 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5985e-05 - mae: 0.0070 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5956e-05 - mae: 0.0070 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5922e-05 - mae: 0.0070 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5896e-05 - mae: 0.0070 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5870e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5838e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5812e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5785e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5753e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5726e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5699e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5666e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5639e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5613e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5586e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5560e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5533e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5507e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.5502e-05 - mae: 0.0070 - val_loss: 3.1071e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 213/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 3.7942e-05 - mae: 0.0055  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0563e-05 - mae: 0.0078   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.1383e-05 - mae: 0.0078  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9789e-05 - mae: 0.0077  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.8820e-05 - mae: 0.0076  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7783e-05 - mae: 0.0075  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6709e-05 - mae: 0.0074  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5760e-05 - mae: 0.0073  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4922e-05 - mae: 0.0073  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4403e-05 - mae: 0.0072  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3913e-05 - mae: 0.0072  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3426e-05 - mae: 0.0071  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2960e-05 - mae: 0.0071  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2693e-05 - mae: 0.0071  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2495e-05 - mae: 0.0070  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2357e-05 - mae: 0.0070  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2232e-05 - mae: 0.0070  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2113e-05 - mae: 0.0070  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2057e-05 - mae: 0.0070  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2036e-05 - mae: 0.0070 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1999e-05 - mae: 0.0070 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2018e-05 - mae: 0.0070 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2025e-05 - mae: 0.0070 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2043e-05 - mae: 0.0070 121/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2061e-05 - mae: 0.0070 126/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2249e-05 - mae: 0.0070 131/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2649e-05 - mae: 0.0070 136/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3012e-05 - mae: 0.0070 141/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3327e-05 - mae: 0.0070 146/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3641e-05 - mae: 0.0070 151/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3954e-05 - mae: 0.0070 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4265e-05 - mae: 0.0070 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4530e-05 - mae: 0.0070 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4782e-05 - mae: 0.0070 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5022e-05 - mae: 0.0070 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5232e-05 - mae: 0.0070 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5447e-05 - mae: 0.0070 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5637e-05 - mae: 0.0070 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5792e-05 - mae: 0.0070 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5937e-05 - mae: 0.0070 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6071e-05 - mae: 0.0070 208/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6195e-05 - mae: 0.0070 213/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6306e-05 - mae: 0.0070 218/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6399e-05 - mae: 0.0070 223/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6507e-05 - mae: 0.0070 228/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6615e-05 - mae: 0.0070 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6714e-05 - mae: 0.0070 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6805e-05 - mae: 0.0070 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6905e-05 - mae: 0.0070 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7047e-05 - mae: 0.0070 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7198e-05 - mae: 0.0070 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7350e-05 - mae: 0.0070 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7494e-05 - mae: 0.0070 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7628e-05 - mae: 0.0070 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7749e-05 - mae: 0.0070 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7877e-05 - mae: 0.0070 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8019e-05 - mae: 0.0070 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8169e-05 - mae: 0.0070 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8311e-05 - mae: 0.0070 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8455e-05 - mae: 0.0070 303/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8592e-05 - mae: 0.0070 308/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8719e-05 - mae: 0.0070 313/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8839e-05 - mae: 0.0070 318/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8963e-05 - mae: 0.0070 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9096e-05 - mae: 0.0070 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9222e-05 - mae: 0.0070 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9362e-05 - mae: 0.0070 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9471e-05 - mae: 0.0071 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9575e-05 - mae: 0.0071 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9674e-05 - mae: 0.0071 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9769e-05 - mae: 0.0071 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9856e-05 - mae: 0.0071 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9939e-05 - mae: 0.0071 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0015e-05 - mae: 0.0071 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0084e-05 - mae: 0.0071 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0148e-05 - mae: 0.0071 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - 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loss: 7.0352e-05 - mae: 0.0071 684/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0332e-05 - mae: 0.0071 689/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.0316e-05 - mae: 0.0071 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0296e-05 - mae: 0.0071 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0276e-05 - mae: 0.0071 706/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0258e-05 - mae: 0.0071 712/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0238e-05 - mae: 0.0071 718/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0218e-05 - mae: 0.0071 723/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0204e-05 - mae: 0.0071 729/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0189e-05 - mae: 0.0071 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0174e-05 - mae: 0.0071 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0161e-05 - mae: 0.0071 745/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0147e-05 - mae: 0.0071 750/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0132e-05 - mae: 0.0071 755/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0117e-05 - mae: 0.0071 760/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0101e-05 - mae: 0.0071 765/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0085e-05 - mae: 0.0071 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0068e-05 - mae: 0.0071 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0047e-05 - mae: 0.0071 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0030e-05 - mae: 0.0071 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0015e-05 - mae: 0.0071 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0000e-05 - mae: 0.0071 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9990e-05 - mae: 0.0071 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9977e-05 - mae: 0.0071 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9967e-05 - mae: 0.0071 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9956e-05 - mae: 0.0071 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9961e-05 - mae: 0.0071 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9971e-05 - mae: 0.0071 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9981e-05 - mae: 0.0070 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9991e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0000e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0008e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0016e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0024e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0032e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0039e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0045e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0051e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0056e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0062e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.0064e-05 - mae: 0.0070 - val_loss: 3.1058e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 214/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 9.3102e-05 - mae: 0.0089  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5243e-05 - mae: 0.0075   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0808e-05 - mae: 0.0072  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0959e-05 - mae: 0.0072  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6199e-05 - mae: 0.0072  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9650e-05 - mae: 0.0073  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1507e-05 - mae: 0.0073  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2416e-05 - mae: 0.0073  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2928e-05 - mae: 0.0073  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3226e-05 - mae: 0.0073  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3251e-05 - mae: 0.0073  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3259e-05 - mae: 0.0073  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3194e-05 - mae: 0.0073  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3043e-05 - mae: 0.0073  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2830e-05 - mae: 0.0073  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2556e-05 - mae: 0.0072  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2289e-05 - mae: 0.0072  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1934e-05 - mae: 0.0072  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1647e-05 - mae: 0.0072  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1337e-05 - mae: 0.0072 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1150e-05 - mae: 0.0072 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1034e-05 - mae: 0.0072 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0933e-05 - mae: 0.0072 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0849e-05 - mae: 0.0072 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0731e-05 - mae: 0.0072 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0631e-05 - mae: 0.0072 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0506e-05 - mae: 0.0072 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0368e-05 - mae: 0.0072 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0229e-05 - mae: 0.0072 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0088e-05 - mae: 0.0072 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9913e-05 - mae: 0.0072 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9772e-05 - mae: 0.0072 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9635e-05 - mae: 0.0072 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9467e-05 - mae: 0.0072 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9316e-05 - mae: 0.0072 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9125e-05 - mae: 0.0071 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8939e-05 - mae: 0.0071 194/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8785e-05 - mae: 0.0071 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8630e-05 - mae: 0.0071 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8470e-05 - mae: 0.0071 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8311e-05 - mae: 0.0071 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8146e-05 - mae: 0.0071 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7992e-05 - mae: 0.0071 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7840e-05 - mae: 0.0071 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7653e-05 - mae: 0.0071 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7504e-05 - mae: 0.0071 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7361e-05 - mae: 0.0071 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7204e-05 - mae: 0.0071 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7098e-05 - mae: 0.0071 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6991e-05 - mae: 0.0071 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6895e-05 - mae: 0.0071 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6804e-05 - mae: 0.0070 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6711e-05 - mae: 0.0070 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6633e-05 - mae: 0.0070 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6564e-05 - mae: 0.0070 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6497e-05 - mae: 0.0070 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6426e-05 - mae: 0.0070 296/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6356e-05 - mae: 0.0070 301/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6284e-05 - mae: 0.0070 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6212e-05 - mae: 0.0070 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6124e-05 - mae: 0.0070 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6050e-05 - mae: 0.0070 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5990e-05 - mae: 0.0070 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5983e-05 - mae: 0.0070 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5976e-05 - mae: 0.0070 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5966e-05 - mae: 0.0070 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5956e-05 - mae: 0.0070 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5944e-05 - mae: 0.0070 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5932e-05 - mae: 0.0070 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.6842e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6854e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6867e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6880e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6892e-05 - mae: 0.0070 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6903e-05 - mae: 0.0070 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6915e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6927e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6937e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6947e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6956e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6966e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6976e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6983e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6991e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6999e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7007e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7008e-05 - mae: 0.0070 - val_loss: 3.1085e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 215/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 36ms/step - loss: 1.9068e-04 - mae: 0.0101  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4762e-05 - mae: 0.0072   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8087e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9885e-05 - mae: 0.0064  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5461e-05 - mae: 0.0063  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5425e-05 - mae: 0.0063  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6685e-05 - mae: 0.0064  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7751e-05 - mae: 0.0065  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8227e-05 - mae: 0.0065  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9251e-05 - mae: 0.0066  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0626e-05 - mae: 0.0066  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1624e-05 - mae: 0.0067  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2604e-05 - mae: 0.0067  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3282e-05 - mae: 0.0067  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3778e-05 - mae: 0.0068  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4026e-05 - mae: 0.0068  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4139e-05 - mae: 0.0068  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4161e-05 - mae: 0.0068  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4165e-05 - mae: 0.0068 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4852e-05 - mae: 0.0068 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5417e-05 - mae: 0.0068 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5994e-05 - mae: 0.0069 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6375e-05 - mae: 0.0069 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6666e-05 - mae: 0.0069 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6890e-05 - mae: 0.0069 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7064e-05 - mae: 0.0069 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7660e-05 - mae: 0.0069 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8421e-05 - mae: 0.0069 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9001e-05 - mae: 0.0069 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9611e-05 - mae: 0.0069 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0127e-05 - mae: 0.0069 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0496e-05 - mae: 0.0069 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0821e-05 - mae: 0.0069 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1095e-05 - mae: 0.0069 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1343e-05 - mae: 0.0069 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1565e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1769e-05 - mae: 0.0069 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1940e-05 - mae: 0.0069 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2098e-05 - mae: 0.0069 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2284e-05 - mae: 0.0069 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2442e-05 - mae: 0.0069 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2569e-05 - mae: 0.0069 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2669e-05 - mae: 0.0069 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2748e-05 - mae: 0.0070 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2815e-05 - mae: 0.0070 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2860e-05 - mae: 0.0070 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.2952e-05 - mae: 0.0070 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3096e-05 - mae: 0.0070 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3222e-05 - mae: 0.0070 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3331e-05 - mae: 0.0070 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3425e-05 - mae: 0.0070 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3508e-05 - mae: 0.0070 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3587e-05 - mae: 0.0070 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3657e-05 - mae: 0.0070 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3711e-05 - mae: 0.0070 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3758e-05 - mae: 0.0070 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3799e-05 - mae: 0.0070 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.3827e-05 - mae: 0.0070 300/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3846e-05 - mae: 0.0070 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3859e-05 - mae: 0.0070 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3867e-05 - mae: 0.0070 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3875e-05 - mae: 0.0070 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3883e-05 - mae: 0.0070 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 8.3888e-05 - mae: 0.0070 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.8637e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8590e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8544e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8497e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8450e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8403e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8356e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8310e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8263e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8216e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8169e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.8132e-05 - mae: 0.0070 - val_loss: 3.1072e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 216/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 9.1481e-05 - mae: 0.0086  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9096e-05 - mae: 0.0076   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4600e-05 - mae: 0.0073  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2290e-05 - mae: 0.0072  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7914e-05 - mae: 0.0071  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.3704e-05 - mae: 0.0071  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.6523e-05 - mae: 0.0070  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8487e-05 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1116e-05 - mae: 0.0071  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2973e-05 - mae: 0.0071  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4131e-05 - mae: 0.0071  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4861e-05 - mae: 0.0071  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5210e-05 - mae: 0.0071  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5348e-05 - mae: 0.0071  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5312e-05 - mae: 0.0071  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5531e-05 - mae: 0.0071  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5705e-05 - mae: 0.0071  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5781e-05 - mae: 0.0071  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5750e-05 - mae: 0.0071  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5648e-05 - mae: 0.0071 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5461e-05 - mae: 0.0071 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5231e-05 - mae: 0.0071 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4958e-05 - mae: 0.0071 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4672e-05 - mae: 0.0071 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4455e-05 - mae: 0.0071 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.4211e-05 - mae: 0.0071 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3935e-05 - mae: 0.0071 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3619e-05 - mae: 0.0071 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3348e-05 - mae: 0.0071 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.3066e-05 - mae: 0.0071 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2786e-05 - mae: 0.0071 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2518e-05 - mae: 0.0071 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.2212e-05 - mae: 0.0071 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1960e-05 - mae: 0.0071 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1714e-05 - mae: 0.0071 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1487e-05 - mae: 0.0071 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1223e-05 - mae: 0.0071 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1001e-05 - mae: 0.0071 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0784e-05 - mae: 0.0071 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0567e-05 - mae: 0.0071 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0307e-05 - mae: 0.0071 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.0090e-05 - mae: 0.0071 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9871e-05 - mae: 0.0071 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9653e-05 - mae: 0.0071 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9435e-05 - mae: 0.0071 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9225e-05 - mae: 0.0071 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9024e-05 - mae: 0.0071 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8824e-05 - mae: 0.0071 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8627e-05 - mae: 0.0071 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8408e-05 - mae: 0.0071 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8237e-05 - mae: 0.0071 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.8037e-05 - mae: 0.0071 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7870e-05 - mae: 0.0071 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7668e-05 - mae: 0.0071 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7503e-05 - mae: 0.0071 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7342e-05 - mae: 0.0071 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.2144e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2132e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2120e-05 - mae: 0.0070 - val_loss: 3.1118e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 217/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 5.8148e-05 - mae: 0.0067  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1291e-05 - mae: 0.0074   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.5559e-05 - mae: 0.0075  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6521e-05 - mae: 0.0075  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6193e-05 - mae: 0.0074  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.5896e-05 - mae: 0.0074  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5562e-05 - mae: 0.0073  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5179e-05 - mae: 0.0073  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5037e-05 - mae: 0.0073  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4858e-05 - mae: 0.0073  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4729e-05 - mae: 0.0072  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4726e-05 - mae: 0.0072  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4678e-05 - mae: 0.0072  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4560e-05 - mae: 0.0072  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4465e-05 - mae: 0.0072  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5005e-05 - mae: 0.0072  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6374e-05 - mae: 0.0072  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7494e-05 - mae: 0.0072  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8411e-05 - mae: 0.0072  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9259e-05 - mae: 0.0072 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9958e-05 - mae: 0.0072 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0565e-05 - mae: 0.0072 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1091e-05 - mae: 0.0072 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1524e-05 - mae: 0.0072 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1977e-05 - mae: 0.0072 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2332e-05 - mae: 0.0072 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2615e-05 - mae: 0.0072 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2847e-05 - mae: 0.0072 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3041e-05 - mae: 0.0072 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3223e-05 - mae: 0.0072 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3372e-05 - mae: 0.0072 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3489e-05 - mae: 0.0072 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3588e-05 - mae: 0.0072 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3678e-05 - mae: 0.0072 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3802e-05 - mae: 0.0072 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3948e-05 - mae: 0.0072 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4078e-05 - mae: 0.0072 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4211e-05 - mae: 0.0072 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4299e-05 - mae: 0.0072 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4379e-05 - mae: 0.0072 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4442e-05 - mae: 0.0072 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4487e-05 - mae: 0.0072 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4513e-05 - mae: 0.0072 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4535e-05 - mae: 0.0072 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4559e-05 - mae: 0.0072 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4574e-05 - mae: 0.0072 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4694e-05 - mae: 0.0072 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4799e-05 - mae: 0.0072 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4892e-05 - mae: 0.0072 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4971e-05 - mae: 0.0072 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5037e-05 - mae: 0.0072 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.3384e-05 - mae: 0.0071 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3369e-05 - mae: 0.0071 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3355e-05 - mae: 0.0071 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3342e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3328e-05 - mae: 0.0071 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3310e-05 - mae: 0.0071 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3296e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.3288e-05 - mae: 0.0071 - val_loss: 3.1080e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 218/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 1.5716e-04 - mae: 0.0116  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4516e-05 - mae: 0.0084   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 8.3358e-05 - mae: 0.0078  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.7865e-05 - mae: 0.0076  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4063e-05 - mae: 0.0074  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1493e-05 - mae: 0.0073  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5206e-05 - mae: 0.0073  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5535e-05 - mae: 0.0073  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1791e-05 - mae: 0.0074  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5096e-05 - mae: 0.0074  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7425e-05 - mae: 0.0074  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8750e-05 - mae: 0.0074  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9277e-05 - mae: 0.0074  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9375e-05 - mae: 0.0074  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9246e-05 - mae: 0.0074  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8912e-05 - mae: 0.0074  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8518e-05 - mae: 0.0074  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8062e-05 - mae: 0.0074  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7790e-05 - mae: 0.0074 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7459e-05 - mae: 0.0073 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7101e-05 - mae: 0.0073 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6623e-05 - mae: 0.0073 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6239e-05 - mae: 0.0073 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5827e-05 - mae: 0.0073 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5539e-05 - mae: 0.0073 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5212e-05 - mae: 0.0073 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4881e-05 - mae: 0.0073 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4847e-05 - mae: 0.0073 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4777e-05 - mae: 0.0073 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4660e-05 - mae: 0.0073 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4502e-05 - mae: 0.0072 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4330e-05 - mae: 0.0072 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4164e-05 - mae: 0.0072 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3979e-05 - mae: 0.0072 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3774e-05 - mae: 0.0072 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3512e-05 - mae: 0.0072 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3240e-05 - mae: 0.0072 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2987e-05 - mae: 0.0072 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2770e-05 - mae: 0.0072 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2541e-05 - mae: 0.0072 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2302e-05 - mae: 0.0072 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2066e-05 - mae: 0.0072 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1778e-05 - mae: 0.0072 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1532e-05 - mae: 0.0072 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1285e-05 - mae: 0.0072 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1036e-05 - mae: 0.0072 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.8094e-05 - mae: 0.0070 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8051e-05 - mae: 0.0070 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8009e-05 - mae: 0.0070 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7966e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7923e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7880e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7837e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7794e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7751e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7711e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7670e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.7630e-05 - mae: 0.0070 - val_loss: 3.1060e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 219/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 5.2399e-05 - mae: 0.0070  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9367e-05 - mae: 0.0074   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8270e-05 - mae: 0.0073  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8826e-05 - mae: 0.0072  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1730e-05 - mae: 0.0072  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4646e-05 - mae: 0.0072  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6805e-05 - mae: 0.0072  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7978e-05 - mae: 0.0072  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8881e-05 - mae: 0.0072  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9497e-05 - mae: 0.0072  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9879e-05 - mae: 0.0072  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0101e-05 - mae: 0.0072  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0102e-05 - mae: 0.0072  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0059e-05 - mae: 0.0072  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9938e-05 - mae: 0.0072  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9853e-05 - mae: 0.0072  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9705e-05 - mae: 0.0072  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9543e-05 - mae: 0.0072  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9337e-05 - mae: 0.0072 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9114e-05 - mae: 0.0072 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8867e-05 - mae: 0.0072 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8638e-05 - mae: 0.0072 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8385e-05 - mae: 0.0072 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8125e-05 - mae: 0.0071 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7865e-05 - mae: 0.0071 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7594e-05 - mae: 0.0071 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7254e-05 - mae: 0.0071 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6994e-05 - mae: 0.0071 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6774e-05 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6573e-05 - mae: 0.0071 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6430e-05 - mae: 0.0071 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6323e-05 - mae: 0.0071 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6243e-05 - mae: 0.0071 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6157e-05 - mae: 0.0070 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6084e-05 - mae: 0.0070 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6002e-05 - mae: 0.0070 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5920e-05 - mae: 0.0070 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5859e-05 - mae: 0.0070 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5791e-05 - mae: 0.0070 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5763e-05 - mae: 0.0070 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5748e-05 - mae: 0.0070 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5735e-05 - mae: 0.0070 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7655e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7670e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7688e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7694e-05 - mae: 0.0070 - val_loss: 3.1101e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 220/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 8.6744e-05 - mae: 0.0073  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7772e-05 - mae: 0.0070   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4752e-05 - mae: 0.0069  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2553e-05 - mae: 0.0069  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1781e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0769e-05 - mae: 0.0069  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0431e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0024e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9541e-05 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9197e-05 - mae: 0.0068  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8758e-05 - mae: 0.0068  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.8367e-05 - mae: 0.0068  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.8068e-05 - mae: 0.0068  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7788e-05 - mae: 0.0068  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7555e-05 - mae: 0.0067  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7325e-05 - mae: 0.0067  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7117e-05 - mae: 0.0067  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.6931e-05 - mae: 0.0067  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.6786e-05 - mae: 0.0067  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6690e-05 - mae: 0.0067 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6649e-05 - mae: 0.0067 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6631e-05 - mae: 0.0067 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6665e-05 - mae: 0.0067 118/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6676e-05 - mae: 0.0067 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6664e-05 - mae: 0.0067 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6628e-05 - mae: 0.0067 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6591e-05 - mae: 0.0067 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6543e-05 - mae: 0.0067 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6529e-05 - mae: 0.0067 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6579e-05 - mae: 0.0067 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6675e-05 - mae: 0.0067 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6760e-05 - mae: 0.0067 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6851e-05 - mae: 0.0067 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6931e-05 - mae: 0.0067 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7012e-05 - mae: 0.0067 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7079e-05 - mae: 0.0067 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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 1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 3.7703e-05 - mae: 0.0058  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4138e-05 - mae: 0.0070   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6006e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8822e-05 - mae: 0.0071  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0408e-05 - mae: 0.0071  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5745e-05 - mae: 0.0072  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9162e-05 - mae: 0.0072  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0874e-05 - mae: 0.0072  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1569e-05 - mae: 0.0072  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1889e-05 - mae: 0.0072  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2317e-05 - mae: 0.0072  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2379e-05 - mae: 0.0072  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2229e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3491e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5267e-05 - mae: 0.0072  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6574e-05 - mae: 0.0072  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7659e-05 - mae: 0.0072  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8450e-05 - mae: 0.0072  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9094e-05 - mae: 0.0072  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9614e-05 - mae: 0.0072 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0042e-05 - mae: 0.0073 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0346e-05 - mae: 0.0073 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0515e-05 - mae: 0.0073 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0610e-05 - mae: 0.0073 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0654e-05 - mae: 0.0073 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0667e-05 - mae: 0.0073 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.0623e-05 - mae: 0.0073 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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mae: 0.0058  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4714e-05 - mae: 0.0059  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5978e-05 - mae: 0.0060  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6535e-05 - mae: 0.0060  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6958e-05 - mae: 0.0061  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7610e-05 - mae: 0.0061  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8577e-05 - mae: 0.0062  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9279e-05 - mae: 0.0062  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9881e-05 - mae: 0.0063  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0378e-05 - mae: 0.0063  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0959e-05 - mae: 0.0063  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1446e-05 - mae: 0.0064  84/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1875e-05 - mae: 0.0064  90/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2341e-05 - mae: 0.0064  96/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.8915e-05 - mae: 0.0069 760/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8926e-05 - mae: 0.0069 765/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8937e-05 - mae: 0.0069 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8947e-05 - mae: 0.0069 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8957e-05 - mae: 0.0069 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.8967e-05 - mae: 0.0069 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8978e-05 - mae: 0.0069 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8987e-05 - mae: 0.0069 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8996e-05 - mae: 0.0069 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9017e-05 - mae: 0.0069 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9041e-05 - mae: 0.0069 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9065e-05 - mae: 0.0069 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9093e-05 - mae: 0.0069 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9120e-05 - mae: 0.0069 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9146e-05 - mae: 0.0069 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9168e-05 - mae: 0.0069 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9189e-05 - mae: 0.0069 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9209e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9229e-05 - mae: 0.0069 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9248e-05 - mae: 0.0069 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9266e-05 - mae: 0.0069 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9286e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9305e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9320e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9336e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9346e-05 - mae: 0.0070 - val_loss: 3.1074e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 223/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 4.8148e-05 - mae: 0.0066  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.5304e-05 - mae: 0.0059   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.5991e-05 - mae: 0.0060  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9517e-05 - mae: 0.0062  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0694e-05 - mae: 0.0063  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1411e-05 - mae: 0.0064  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1907e-05 - mae: 0.0064  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2736e-05 - mae: 0.0064  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3365e-05 - mae: 0.0064  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3843e-05 - mae: 0.0065  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4148e-05 - mae: 0.0065  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4298e-05 - mae: 0.0065  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4439e-05 - mae: 0.0065  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4490e-05 - mae: 0.0065  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 5.7965e-05 - mae: 0.0066 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8143e-05 - mae: 0.0066 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8300e-05 - mae: 0.0066 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8428e-05 - mae: 0.0067 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8537e-05 - mae: 0.0067 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8640e-05 - mae: 0.0067 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8744e-05 - mae: 0.0067 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9014e-05 - mae: 0.0067 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9243e-05 - mae: 0.0067 196/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9446e-05 - mae: 0.0067 201/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9627e-05 - mae: 0.0067 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9854e-05 - mae: 0.0067 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0036e-05 - mae: 0.0067 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0203e-05 - mae: 0.0067 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.2310e-05 - mae: 0.0068 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2346e-05 - mae: 0.0068 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2381e-05 - mae: 0.0068 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2417e-05 - mae: 0.0068 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2448e-05 - mae: 0.0068 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2475e-05 - mae: 0.0068 397/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2505e-05 - mae: 0.0068 402/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2530e-05 - mae: 0.0068 407/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2555e-05 - mae: 0.0068 412/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2579e-05 - mae: 0.0068 417/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2621e-05 - mae: 0.0068 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2666e-05 - mae: 0.0068 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2710e-05 - mae: 0.0068 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2751e-05 - mae: 0.0068 437/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.4138e-05 - mae: 0.0068 670/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.4158e-05 - mae: 0.0068 675/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.4178e-05 - mae: 0.0068 680/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.4197e-05 - mae: 0.0068 685/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.4214e-05 - mae: 0.0068 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4233e-05 - mae: 0.0068 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4248e-05 - mae: 0.0068 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4262e-05 - mae: 0.0068 707/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4277e-05 - mae: 0.0068 713/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4292e-05 - mae: 0.0068 719/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4305e-05 - mae: 0.0068 725/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4318e-05 - mae: 0.0068 730/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4328e-05 - mae: 0.0068 736/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4338e-05 - mae: 0.0068 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4346e-05 - mae: 0.0068 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4354e-05 - mae: 0.0068 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4362e-05 - mae: 0.0068 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4370e-05 - mae: 0.0068 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4379e-05 - mae: 0.0068 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4391e-05 - mae: 0.0068 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4403e-05 - mae: 0.0068 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4416e-05 - mae: 0.0068 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.4429e-05 - mae: 0.0068 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4442e-05 - mae: 0.0068 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4454e-05 - mae: 0.0068 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4463e-05 - mae: 0.0068 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4472e-05 - mae: 0.0068 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4479e-05 - mae: 0.0068 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4486e-05 - mae: 0.0068 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4494e-05 - mae: 0.0069 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4504e-05 - mae: 0.0069 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4526e-05 - mae: 0.0069 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4549e-05 - mae: 0.0069 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4571e-05 - mae: 0.0069 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4593e-05 - mae: 0.0069 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4615e-05 - mae: 0.0069 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4635e-05 - mae: 0.0069 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4657e-05 - mae: 0.0069 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4680e-05 - mae: 0.0069 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4703e-05 - mae: 0.0069 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4726e-05 - mae: 0.0069 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4748e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.4765e-05 - mae: 0.0069 - val_loss: 3.1101e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 224/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 1.2394e-04 - mae: 0.0105  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 8.4903e-05 - mae: 0.0084   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.8276e-05 - mae: 0.0080  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.4894e-05 - mae: 0.0078  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.2688e-05 - mae: 0.0076  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1127e-05 - mae: 0.0075  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0114e-05 - mae: 0.0075  37/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9073e-05 - mae: 0.0074  42/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.8285e-05 - mae: 0.0073  47/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7962e-05 - mae: 0.0073  52/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7679e-05 - mae: 0.0072  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7650e-05 - mae: 0.0072  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7581e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7895e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.8495e-05 - mae: 0.0072  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9003e-05 - mae: 0.0072  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9390e-05 - mae: 0.0072  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9875e-05 - mae: 0.0072  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0237e-05 - mae: 0.0072  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0512e-05 - mae: 0.0072 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0726e-05 - mae: 0.0071 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0876e-05 - mae: 0.0071 112/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0977e-05 - mae: 0.0071 117/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1080e-05 - mae: 0.0071 122/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1204e-05 - mae: 0.0071 127/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1322e-05 - mae: 0.0071 132/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.1396e-05 - mae: 0.0071 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1442e-05 - mae: 0.0071 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1474e-05 - mae: 0.0071 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1475e-05 - mae: 0.0071 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1468e-05 - mae: 0.0071 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1443e-05 - mae: 0.0071 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1399e-05 - mae: 0.0071 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1340e-05 - mae: 0.0071 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1263e-05 - mae: 0.0071 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1169e-05 - mae: 0.0071 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1072e-05 - mae: 0.0071 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1120e-05 - mae: 0.0071 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1192e-05 - mae: 0.0071 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1242e-05 - mae: 0.0071 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1280e-05 - mae: 0.0071 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1305e-05 - mae: 0.0071 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1320e-05 - mae: 0.0071 217/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1330e-05 - mae: 0.0071 222/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.1366e-05 - mae: 0.0071 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1402e-05 - mae: 0.0071 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1433e-05 - mae: 0.0070 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1463e-05 - mae: 0.0070 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1489e-05 - mae: 0.0070 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1528e-05 - mae: 0.0070 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1560e-05 - mae: 0.0070 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1591e-05 - mae: 0.0070 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1624e-05 - mae: 0.0070 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1659e-05 - mae: 0.0070 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1688e-05 - mae: 0.0070 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1715e-05 - mae: 0.0070 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1735e-05 - mae: 0.0070 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1750e-05 - mae: 0.0070 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1758e-05 - mae: 0.0070 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1756e-05 - mae: 0.0070 305/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1749e-05 - mae: 0.0070 310/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.1740e-05 - mae: 0.0070 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.1728e-05 - mae: 0.0070 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.1719e-05 - mae: 0.0070 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1717e-05 - mae: 0.0070 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1710e-05 - mae: 0.0070 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1701e-05 - mae: 0.0070 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1690e-05 - mae: 0.0070 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1676e-05 - mae: 0.0070 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1664e-05 - mae: 0.0070 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1648e-05 - mae: 0.0070 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1628e-05 - mae: 0.0070 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1610e-05 - mae: 0.0070 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1584e-05 - mae: 0.0070 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1555e-05 - mae: 0.0070 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1519e-05 - mae: 0.0070 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1485e-05 - mae: 0.0070 400/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1449e-05 - mae: 0.0070 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1411e-05 - mae: 0.0070 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1375e-05 - mae: 0.0070 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1339e-05 - mae: 0.0070 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1301e-05 - mae: 0.0070 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1261e-05 - mae: 0.0070 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1266e-05 - mae: 0.0070 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1284e-05 - mae: 0.0070 442/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1302e-05 - mae: 0.0070 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1315e-05 - mae: 0.0070 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1327e-05 - mae: 0.0070 457/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1338e-05 - mae: 0.0070 462/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1346e-05 - mae: 0.0070 467/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1356e-05 - mae: 0.0070 472/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1369e-05 - mae: 0.0070 477/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1380e-05 - mae: 0.0070 482/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1392e-05 - mae: 0.0070 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1402e-05 - mae: 0.0070 492/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.1006e-05 - mae: 0.0070 715/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1001e-05 - mae: 0.0070 720/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0997e-05 - mae: 0.0070 725/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0993e-05 - mae: 0.0070 730/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0988e-05 - mae: 0.0070 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0983e-05 - mae: 0.0070 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0975e-05 - mae: 0.0070 747/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0966e-05 - mae: 0.0070 752/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0960e-05 - mae: 0.0070 757/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0954e-05 - mae: 0.0070 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0950e-05 - mae: 0.0070 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0946e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0942e-05 - mae: 0.0070 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0938e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0933e-05 - mae: 0.0070 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0929e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0924e-05 - mae: 0.0070 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0919e-05 - mae: 0.0070 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0913e-05 - mae: 0.0070 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0907e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0900e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0894e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0886e-05 - mae: 0.0070 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0881e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0877e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0872e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0867e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0862e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0856e-05 - mae: 0.0070 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0848e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0841e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0834e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0828e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0822e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0819e-05 - mae: 0.0070 - val_loss: 3.1085e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 225/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 7.3607e-05 - mae: 0.0071  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1602e-05 - mae: 0.0071   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7453e-05 - mae: 0.0070  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.8045e-05 - mae: 0.0071  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7857e-05 - mae: 0.0072  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7218e-05 - mae: 0.0072  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6661e-05 - mae: 0.0072  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6648e-05 - mae: 0.0072  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6757e-05 - mae: 0.0072  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6721e-05 - mae: 0.0071  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7397e-05 - mae: 0.0071  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8431e-05 - mae: 0.0071  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9414e-05 - mae: 0.0071  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0401e-05 - mae: 0.0071  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1012e-05 - mae: 0.0071  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1457e-05 - mae: 0.0071  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1762e-05 - mae: 0.0071  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1945e-05 - mae: 0.0071  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2069e-05 - mae: 0.0071 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2161e-05 - mae: 0.0071 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2357e-05 - mae: 0.0071 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2490e-05 - mae: 0.0071 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2582e-05 - mae: 0.0071 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2603e-05 - mae: 0.0071 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2570e-05 - mae: 0.0071 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2581e-05 - mae: 0.0071 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2614e-05 - mae: 0.0071 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2647e-05 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2659e-05 - mae: 0.0071 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2652e-05 - mae: 0.0071 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2638e-05 - mae: 0.0071 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2608e-05 - mae: 0.0071 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2566e-05 - mae: 0.0071 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2534e-05 - mae: 0.0071 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2484e-05 - mae: 0.0071 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2421e-05 - mae: 0.0071 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2342e-05 - mae: 0.0071 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2276e-05 - mae: 0.0071 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2214e-05 - mae: 0.0071 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2184e-05 - mae: 0.0071 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2147e-05 - mae: 0.0071 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2113e-05 - mae: 0.0071 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2072e-05 - mae: 0.0071 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2032e-05 - mae: 0.0071 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1991e-05 - mae: 0.0071 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1941e-05 - mae: 0.0071 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1904e-05 - mae: 0.0071 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1851e-05 - mae: 0.0071 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1798e-05 - mae: 0.0071 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1732e-05 - mae: 0.0071 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1672e-05 - mae: 0.0071 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1615e-05 - mae: 0.0071 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1559e-05 - mae: 0.0071 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1503e-05 - mae: 0.0071 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1427e-05 - mae: 0.0071 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1410e-05 - mae: 0.0071 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1466e-05 - mae: 0.0071 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1524e-05 - mae: 0.0071 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1577e-05 - mae: 0.0071 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1619e-05 - mae: 0.0071 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1658e-05 - mae: 0.0071 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1702e-05 - mae: 0.0071 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1738e-05 - mae: 0.0071 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1770e-05 - mae: 0.0071 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1792e-05 - mae: 0.0071 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1807e-05 - mae: 0.0071 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1818e-05 - mae: 0.0071 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1826e-05 - mae: 0.0071 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1831e-05 - mae: 0.0071 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1829e-05 - mae: 0.0071 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1838e-05 - mae: 0.0071 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1843e-05 - mae: 0.0070 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1845e-05 - mae: 0.0070 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1843e-05 - mae: 0.0070 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1840e-05 - mae: 0.0070 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1839e-05 - mae: 0.0070 401/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1835e-05 - mae: 0.0070 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1827e-05 - mae: 0.0070 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1815e-05 - mae: 0.0070 417/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1801e-05 - mae: 0.0070 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1792e-05 - mae: 0.0070 428/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1784e-05 - mae: 0.0070 433/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1779e-05 - mae: 0.0070 438/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1775e-05 - mae: 0.0070 443/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1772e-05 - mae: 0.0070 448/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1768e-05 - mae: 0.0070 454/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1766e-05 - mae: 0.0070 459/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1763e-05 - mae: 0.0070 464/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1757e-05 - mae: 0.0070 469/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.1749e-05 - mae: 0.0070 547/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1745e-05 - mae: 0.0070 553/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1741e-05 - mae: 0.0070 558/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1735e-05 - mae: 0.0070 563/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1729e-05 - mae: 0.0070 568/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1721e-05 - mae: 0.0070 574/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1711e-05 - mae: 0.0070 579/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1701e-05 - mae: 0.0070 584/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1692e-05 - mae: 0.0070 589/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1682e-05 - mae: 0.0070 594/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1670e-05 - mae: 0.0070 599/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1661e-05 - mae: 0.0070 604/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1651e-05 - mae: 0.0070 609/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1643e-05 - mae: 0.0070 614/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - 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loss: 7.1566e-05 - mae: 0.0070 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1557e-05 - mae: 0.0070 769/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1544e-05 - mae: 0.0070 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1532e-05 - mae: 0.0070 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1520e-05 - mae: 0.0070 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1507e-05 - mae: 0.0070 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1495e-05 - mae: 0.0070 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1483e-05 - mae: 0.0070 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1469e-05 - mae: 0.0070 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1457e-05 - mae: 0.0070 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1446e-05 - mae: 0.0070 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1435e-05 - mae: 0.0070 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1425e-05 - mae: 0.0070 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1416e-05 - mae: 0.0070 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1406e-05 - mae: 0.0070 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1395e-05 - mae: 0.0070 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1384e-05 - mae: 0.0070 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1372e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1359e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1347e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1332e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1321e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1310e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1297e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1286e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1280e-05 - mae: 0.0070 - val_loss: 3.1137e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 226/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 3.5510e-05 - mae: 0.0046  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.3079e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1311e-05 - mae: 0.0064  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0050e-05 - mae: 0.0063  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9444e-05 - mae: 0.0063  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9910e-05 - mae: 0.0063  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0970e-05 - mae: 0.0063  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1571e-05 - mae: 0.0063  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1973e-05 - mae: 0.0063  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2277e-05 - mae: 0.0064  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2435e-05 - mae: 0.0064  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2556e-05 - mae: 0.0064  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2766e-05 - mae: 0.0064  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2895e-05 - mae: 0.0064  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3005e-05 - mae: 0.0064  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3092e-05 - mae: 0.0064  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3137e-05 - mae: 0.0064  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3196e-05 - mae: 0.0064  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3271e-05 - mae: 0.0064 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3356e-05 - mae: 0.0064 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3438e-05 - mae: 0.0064 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.3533e-05 - mae: 0.0064 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.3710e-05 - mae: 0.0064 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4031e-05 - mae: 0.0064 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4322e-05 - mae: 0.0065 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4585e-05 - mae: 0.0065 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4804e-05 - mae: 0.0065 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4987e-05 - mae: 0.0065 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5144e-05 - mae: 0.0065 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5350e-05 - mae: 0.0065 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5538e-05 - mae: 0.0065 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5722e-05 - mae: 0.0065 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5891e-05 - mae: 0.0065 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6050e-05 - mae: 0.0065 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6188e-05 - mae: 0.0065 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6317e-05 - mae: 0.0065 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 5.6484e-05 - mae: 0.0065 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6660e-05 - mae: 0.0065 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6832e-05 - mae: 0.0065 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6996e-05 - mae: 0.0066 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 5.7162e-05 - mae: 0.0066 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 5.7319e-05 - mae: 0.0066 217/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 5.9796e-05 - mae: 0.0067 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9901e-05 - mae: 0.0067 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0002e-05 - mae: 0.0067 307/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0097e-05 - mae: 0.0067 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0189e-05 - mae: 0.0067 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0298e-05 - mae: 0.0067 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0386e-05 - mae: 0.0067 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0471e-05 - mae: 0.0067 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0576e-05 - mae: 0.0067 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0661e-05 - mae: 0.0067 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0756e-05 - mae: 0.0067 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0829e-05 - mae: 0.0067 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0896e-05 - mae: 0.0067 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0959e-05 - mae: 0.0067 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1018e-05 - mae: 0.0067 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1073e-05 - mae: 0.0067 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1124e-05 - mae: 0.0067 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1173e-05 - mae: 0.0067 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1220e-05 - mae: 0.0067 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1264e-05 - mae: 0.0067 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1306e-05 - mae: 0.0067 400/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1349e-05 - mae: 0.0067 405/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.1444e-05 - mae: 0.0067 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1548e-05 - mae: 0.0067 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1650e-05 - mae: 0.0067 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1751e-05 - mae: 0.0067 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1848e-05 - mae: 0.0067 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1947e-05 - mae: 0.0067 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.6789e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6813e-05 - mae: 0.0069 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6837e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6859e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6882e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.6887e-05 - mae: 0.0069 - val_loss: 3.1034e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 227/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 4.3949e-05 - mae: 0.0061  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7779e-05 - mae: 0.0062   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2180e-05 - mae: 0.0064  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3828e-05 - mae: 0.0065  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4337e-05 - mae: 0.0065  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4472e-05 - mae: 0.0064  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4533e-05 - mae: 0.0064  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4900e-05 - mae: 0.0064  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5059e-05 - mae: 0.0064  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5081e-05 - mae: 0.0064  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5312e-05 - mae: 0.0064  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5558e-05 - mae: 0.0064  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5748e-05 - mae: 0.0064  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5906e-05 - mae: 0.0064  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6342e-05 - mae: 0.0064  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6656e-05 - mae: 0.0064  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6884e-05 - mae: 0.0065  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7145e-05 - mae: 0.0065  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7428e-05 - mae: 0.0065 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7729e-05 - mae: 0.0065 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7961e-05 - mae: 0.0065 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8165e-05 - mae: 0.0065 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8427e-05 - mae: 0.0065 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8735e-05 - mae: 0.0065 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8984e-05 - mae: 0.0066 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9214e-05 - mae: 0.0066 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9430e-05 - mae: 0.0066 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9634e-05 - mae: 0.0066 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9817e-05 - mae: 0.0066 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9994e-05 - mae: 0.0066 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0154e-05 - mae: 0.0066 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0304e-05 - mae: 0.0066 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0450e-05 - mae: 0.0067 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0587e-05 - mae: 0.0067 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0716e-05 - mae: 0.0067 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0844e-05 - mae: 0.0067 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0976e-05 - mae: 0.0067 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1119e-05 - mae: 0.0067 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1247e-05 - mae: 0.0067 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1363e-05 - mae: 0.0067 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1486e-05 - mae: 0.0067 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1601e-05 - mae: 0.0067 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1707e-05 - mae: 0.0068 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1807e-05 - mae: 0.0068 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1935e-05 - mae: 0.0068 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2053e-05 - mae: 0.0068 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2162e-05 - mae: 0.0068 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2258e-05 - mae: 0.0068 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2342e-05 - mae: 0.0068 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2429e-05 - mae: 0.0068 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2515e-05 - mae: 0.0068 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2594e-05 - mae: 0.0068 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2669e-05 - mae: 0.0068 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2744e-05 - mae: 0.0068 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2815e-05 - mae: 0.0068 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2882e-05 - mae: 0.0068 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2941e-05 - mae: 0.0068 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3001e-05 - mae: 0.0068 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3061e-05 - mae: 0.0068 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3115e-05 - mae: 0.0068 307/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3163e-05 - mae: 0.0068 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3206e-05 - mae: 0.0068 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3255e-05 - mae: 0.0068 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3294e-05 - mae: 0.0068 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3331e-05 - mae: 0.0069 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3366e-05 - mae: 0.0069 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3403e-05 - mae: 0.0069 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3433e-05 - mae: 0.0069 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3469e-05 - mae: 0.0069 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3497e-05 - mae: 0.0069 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3519e-05 - mae: 0.0069 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3541e-05 - mae: 0.0069 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3561e-05 - mae: 0.0069 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3582e-05 - mae: 0.0069 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3626e-05 - mae: 0.0069 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3676e-05 - mae: 0.0069 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3724e-05 - mae: 0.0069 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3769e-05 - mae: 0.0069 400/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.3811e-05 - mae: 0.0069 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3867e-05 - mae: 0.0069 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3930e-05 - mae: 0.0069 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3996e-05 - mae: 0.0069 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4070e-05 - mae: 0.0069 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4152e-05 - mae: 0.0069 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4261e-05 - mae: 0.0069 437/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4350e-05 - mae: 0.0069 443/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4455e-05 - mae: 0.0069 448/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4541e-05 - mae: 0.0069 453/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4622e-05 - mae: 0.0069 458/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4700e-05 - mae: 0.0069 463/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4774e-05 - mae: 0.0069 468/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4844e-05 - mae: 0.0069 473/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4913e-05 - mae: 0.0069 478/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4980e-05 - mae: 0.0069 483/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5045e-05 - mae: 0.0069 488/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5107e-05 - mae: 0.0069 493/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5166e-05 - mae: 0.0069 498/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5222e-05 - mae: 0.0069 503/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.5282e-05 - mae: 0.0069 508/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.5342e-05 - mae: 0.0069 513/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.5399e-05 - mae: 0.0069 518/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.5456e-05 - mae: 0.0069 523/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.5511e-05 - mae: 0.0069 528/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.5564e-05 - mae: 0.0069 534/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.6777e-05 - mae: 0.0070 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6793e-05 - mae: 0.0070 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6813e-05 - mae: 0.0070 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6829e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6845e-05 - mae: 0.0070 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6860e-05 - mae: 0.0070 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6874e-05 - mae: 0.0070 787/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.6888e-05 - mae: 0.0070 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6900e-05 - mae: 0.0070 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6915e-05 - mae: 0.0070 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6931e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6947e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6972e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7002e-05 - mae: 0.0070 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7037e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7071e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7098e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7124e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7149e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7174e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7198e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7221e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7243e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7263e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7287e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7311e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7326e-05 - mae: 0.0070 - val_loss: 3.1055e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 228/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 3.8666e-05 - mae: 0.0059  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.2047e-05 - mae: 0.0063   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8539e-05 - mae: 0.0066  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1242e-05 - mae: 0.0068  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2665e-05 - mae: 0.0070  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.2760e-05 - mae: 0.0070  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3182e-05 - mae: 0.0070  35/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.3567e-05 - mae: 0.0071  39/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.4082e-05 - mae: 0.0071  44/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.4651e-05 - mae: 0.0072  49/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.4855e-05 - mae: 0.0072  54/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.4989e-05 - mae: 0.0072  59/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.4909e-05 - mae: 0.0072  64/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.4699e-05 - mae: 0.0072  69/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.4434e-05 - mae: 0.0072  74/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.4130e-05 - mae: 0.0071  79/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.3825e-05 - mae: 0.0071  84/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.3504e-05 - mae: 0.0071  89/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.3221e-05 - mae: 0.0071  94/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.2992e-05 - mae: 0.0071  99/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.2751e-05 - mae: 0.0070 104/884 ━━━━━━━━━━━━━━━━━━━━ 9s 12ms/step - loss: 6.2539e-05 - mae: 0.0070 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 12ms/step - loss: 6.2327e-05 - mae: 0.0070 114/884 ━━━━━━━━━━━━━━━━━━━━ 8s 12ms/step - loss: 6.2110e-05 - mae: 0.0070 119/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.1907e-05 - mae: 0.0070 124/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2151e-05 - mae: 0.0070 129/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2355e-05 - mae: 0.0070 134/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2553e-05 - mae: 0.0070 139/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2727e-05 - mae: 0.0070 144/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2887e-05 - mae: 0.0070 149/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3046e-05 - mae: 0.0069 154/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3230e-05 - mae: 0.0069 159/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3426e-05 - mae: 0.0069 164/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3631e-05 - mae: 0.0069 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3822e-05 - mae: 0.0069 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.3992e-05 - mae: 0.0069 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4161e-05 - mae: 0.0069 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4318e-05 - mae: 0.0069 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4454e-05 - mae: 0.0069 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4571e-05 - mae: 0.0069 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4682e-05 - mae: 0.0069 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4781e-05 - mae: 0.0069 209/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4870e-05 - mae: 0.0069 214/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4947e-05 - mae: 0.0069 219/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5023e-05 - mae: 0.0069 224/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5097e-05 - mae: 0.0069 229/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5167e-05 - mae: 0.0069 235/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5247e-05 - mae: 0.0069 241/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5321e-05 - mae: 0.0069 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5391e-05 - mae: 0.0069 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5445e-05 - mae: 0.0069 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5501e-05 - mae: 0.0069 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5565e-05 - mae: 0.0069 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5628e-05 - mae: 0.0069 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5686e-05 - mae: 0.0069 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5736e-05 - mae: 0.0069 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5783e-05 - mae: 0.0069 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5824e-05 - mae: 0.0069 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5860e-05 - mae: 0.0069 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5907e-05 - mae: 0.0069 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.5966e-05 - mae: 0.0069 307/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6020e-05 - mae: 0.0069 312/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6071e-05 - mae: 0.0069 317/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6125e-05 - mae: 0.0069 322/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6176e-05 - mae: 0.0069 327/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.6222e-05 - mae: 0.0069 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6264e-05 - mae: 0.0069 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6321e-05 - mae: 0.0069 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6380e-05 - mae: 0.0069 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - 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loss: 6.8933e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8955e-05 - mae: 0.0070 788/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.8977e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.8999e-05 - mae: 0.0070 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9020e-05 - mae: 0.0070 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9041e-05 - mae: 0.0070 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9060e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9080e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9098e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9119e-05 - mae: 0.0070 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9141e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9162e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9179e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9197e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9214e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9230e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9248e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9265e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9284e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9299e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9320e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.9327e-05 - mae: 0.0070 - val_loss: 3.1049e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 229/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 3.0723e-05 - mae: 0.0044  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 7.2182e-05 - mae: 0.0069   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2815e-05 - mae: 0.0071  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3054e-05 - mae: 0.0072  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3449e-05 - mae: 0.0073  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2942e-05 - mae: 0.0074  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2263e-05 - mae: 0.0073  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1534e-05 - mae: 0.0073  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0808e-05 - mae: 0.0073  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0011e-05 - mae: 0.0073  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9243e-05 - mae: 0.0072  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8574e-05 - mae: 0.0072  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8224e-05 - mae: 0.0072  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8022e-05 - mae: 0.0072  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7797e-05 - mae: 0.0072  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7585e-05 - mae: 0.0072  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7401e-05 - mae: 0.0072  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7198e-05 - mae: 0.0072  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7026e-05 - mae: 0.0072  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6842e-05 - mae: 0.0072 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6623e-05 - mae: 0.0072 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6450e-05 - mae: 0.0072 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6337e-05 - mae: 0.0072 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6228e-05 - mae: 0.0072 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6116e-05 - mae: 0.0072 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6006e-05 - mae: 0.0071 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5891e-05 - mae: 0.0071 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5770e-05 - mae: 0.0071 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5664e-05 - mae: 0.0071 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5537e-05 - mae: 0.0071 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5448e-05 - mae: 0.0071 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5382e-05 - mae: 0.0071 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5378e-05 - mae: 0.0071 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5403e-05 - mae: 0.0071 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5475e-05 - mae: 0.0071 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5536e-05 - mae: 0.0071 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5596e-05 - mae: 0.0071 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5714e-05 - mae: 0.0071 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5823e-05 - mae: 0.0071 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5917e-05 - mae: 0.0071 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5993e-05 - mae: 0.0071 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6071e-05 - mae: 0.0071 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6121e-05 - mae: 0.0071 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6198e-05 - mae: 0.0071 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6268e-05 - mae: 0.0071 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6341e-05 - mae: 0.0071 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6420e-05 - mae: 0.0071 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6499e-05 - mae: 0.0071 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6573e-05 - mae: 0.0071 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6649e-05 - mae: 0.0071 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6724e-05 - mae: 0.0071 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6786e-05 - mae: 0.0071 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6844e-05 - mae: 0.0071 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6883e-05 - mae: 0.0071 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6919e-05 - mae: 0.0071 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6953e-05 - mae: 0.0071 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7023e-05 - mae: 0.0071 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7115e-05 - mae: 0.0071 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7204e-05 - mae: 0.0071 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7286e-05 - mae: 0.0071 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.1695e-05 - mae: 0.0071 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1692e-05 - mae: 0.0071 771/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1689e-05 - mae: 0.0071 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1685e-05 - mae: 0.0071 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1681e-05 - mae: 0.0071 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1677e-05 - mae: 0.0071 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1672e-05 - mae: 0.0071 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1668e-05 - mae: 0.0071 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1663e-05 - mae: 0.0071 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1658e-05 - mae: 0.0071 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1653e-05 - mae: 0.0071 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1647e-05 - mae: 0.0071 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1641e-05 - mae: 0.0071 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1635e-05 - mae: 0.0071 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1629e-05 - mae: 0.0071 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1621e-05 - mae: 0.0071 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1614e-05 - mae: 0.0071 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1607e-05 - mae: 0.0071 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1604e-05 - mae: 0.0071 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1601e-05 - mae: 0.0071 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1597e-05 - mae: 0.0071 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1593e-05 - mae: 0.0071 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1588e-05 - mae: 0.0071 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1584e-05 - mae: 0.0071 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1581e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1579e-05 - mae: 0.0071 - val_loss: 3.1122e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 230/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 5.8188e-05 - mae: 0.0070  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2571e-05 - mae: 0.0070   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7509e-05 - mae: 0.0067  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.6556e-05 - mae: 0.0067  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6369e-05 - mae: 0.0067  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6504e-05 - mae: 0.0067  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6672e-05 - mae: 0.0067  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7363e-05 - mae: 0.0067  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7882e-05 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8308e-05 - mae: 0.0068  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8579e-05 - mae: 0.0068  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8687e-05 - mae: 0.0068  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8717e-05 - mae: 0.0068  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8882e-05 - mae: 0.0068  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9082e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9169e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9168e-05 - mae: 0.0068  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9194e-05 - mae: 0.0068  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9403e-05 - mae: 0.0068  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9571e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9786e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9927e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0044e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0133e-05 - mae: 0.0068 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0339e-05 - mae: 0.0068 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1188e-05 - mae: 0.0068 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1922e-05 - mae: 0.0068 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2437e-05 - mae: 0.0068 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2875e-05 - mae: 0.0068 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3252e-05 - mae: 0.0068 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3733e-05 - mae: 0.0068 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4092e-05 - mae: 0.0068 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4471e-05 - mae: 0.0068 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4746e-05 - mae: 0.0068 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5067e-05 - mae: 0.0068 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5308e-05 - mae: 0.0068 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5514e-05 - mae: 0.0068 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5686e-05 - mae: 0.0068 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5837e-05 - mae: 0.0068 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6000e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6144e-05 - mae: 0.0068 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6266e-05 - mae: 0.0068 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6458e-05 - mae: 0.0068 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6652e-05 - mae: 0.0068 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6840e-05 - mae: 0.0068 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7024e-05 - mae: 0.0068 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7192e-05 - mae: 0.0068 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7348e-05 - mae: 0.0068 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7494e-05 - mae: 0.0068 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7722e-05 - mae: 0.0068 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7948e-05 - mae: 0.0068 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8202e-05 - mae: 0.0068 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8436e-05 - mae: 0.0068 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8700e-05 - mae: 0.0068 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8956e-05 - mae: 0.0068 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9192e-05 - mae: 0.0069 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9375e-05 - mae: 0.0069 300/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9550e-05 - mae: 0.0069 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9711e-05 - mae: 0.0069 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9895e-05 - mae: 0.0069 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0037e-05 - mae: 0.0069 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0166e-05 - mae: 0.0069 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0288e-05 - mae: 0.0069 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0406e-05 - mae: 0.0069 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0515e-05 - mae: 0.0069 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0617e-05 - mae: 0.0069 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0735e-05 - mae: 0.0069 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0827e-05 - mae: 0.0069 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0932e-05 - mae: 0.0069 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1015e-05 - mae: 0.0069 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1095e-05 - mae: 0.0069 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1170e-05 - mae: 0.0069 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1239e-05 - mae: 0.0069 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1304e-05 - mae: 0.0069 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1366e-05 - mae: 0.0069 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1440e-05 - mae: 0.0069 400/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1509e-05 - mae: 0.0069 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1565e-05 - mae: 0.0069 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1629e-05 - mae: 0.0069 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1677e-05 - mae: 0.0069 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1722e-05 - mae: 0.0069 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1764e-05 - mae: 0.0069 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1806e-05 - mae: 0.0069 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1846e-05 - mae: 0.0069 441/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.1944e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1935e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1927e-05 - mae: 0.0070 - val_loss: 3.1037e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 231/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 37ms/step - loss: 5.0953e-05 - mae: 0.0053  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 6.9794e-05 - mae: 0.0064   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3483e-05 - mae: 0.0067  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3069e-05 - mae: 0.0068  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3081e-05 - mae: 0.0069  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3372e-05 - mae: 0.0070  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3782e-05 - mae: 0.0070  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3988e-05 - mae: 0.0070  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3829e-05 - mae: 0.0071  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3481e-05 - mae: 0.0071  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2971e-05 - mae: 0.0071  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2430e-05 - mae: 0.0071  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1850e-05 - mae: 0.0071  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1465e-05 - mae: 0.0071  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1332e-05 - mae: 0.0071  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1193e-05 - mae: 0.0071  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1065e-05 - mae: 0.0071  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0869e-05 - mae: 0.0071  95/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0610e-05 - mae: 0.0071 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0330e-05 - mae: 0.0071 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0024e-05 - mae: 0.0070 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9659e-05 - mae: 0.0070 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9359e-05 - mae: 0.0070 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9096e-05 - mae: 0.0070 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8841e-05 - mae: 0.0070 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8612e-05 - mae: 0.0070 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8398e-05 - mae: 0.0070 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8224e-05 - mae: 0.0070 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8085e-05 - mae: 0.0070 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7948e-05 - mae: 0.0070 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7855e-05 - mae: 0.0070 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7911e-05 - mae: 0.0070 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7960e-05 - mae: 0.0070 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8076e-05 - mae: 0.0070 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8500e-05 - mae: 0.0070 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8875e-05 - mae: 0.0070 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9203e-05 - mae: 0.0070 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9507e-05 - mae: 0.0070 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9785e-05 - mae: 0.0070 201/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0031e-05 - mae: 0.0070 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0288e-05 - mae: 0.0070 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0469e-05 - mae: 0.0070 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0627e-05 - mae: 0.0070 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0771e-05 - mae: 0.0070 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0936e-05 - mae: 0.0070 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1098e-05 - mae: 0.0070 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1228e-05 - mae: 0.0070 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1374e-05 - mae: 0.0070 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1475e-05 - mae: 0.0070 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1561e-05 - mae: 0.0070 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1644e-05 - mae: 0.0070 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.1341e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1329e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1318e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1309e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1298e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1287e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1277e-05 - mae: 0.0069 - val_loss: 3.1058e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 232/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 6.4966e-05 - mae: 0.0081  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5550e-05 - mae: 0.0081   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.2696e-05 - mae: 0.0079  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.1258e-05 - mae: 0.0078  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0083e-05 - mae: 0.0076  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.8594e-05 - mae: 0.0075  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7041e-05 - mae: 0.0073  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6176e-05 - mae: 0.0073  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5885e-05 - mae: 0.0072  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5822e-05 - mae: 0.0072  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5791e-05 - mae: 0.0072  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5716e-05 - mae: 0.0071  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5540e-05 - mae: 0.0071  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5362e-05 - mae: 0.0071  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5191e-05 - mae: 0.0071  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5060e-05 - mae: 0.0071  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4977e-05 - mae: 0.0071  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4955e-05 - mae: 0.0070  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5011e-05 - mae: 0.0070  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5135e-05 - mae: 0.0070 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5294e-05 - mae: 0.0070 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5405e-05 - mae: 0.0070 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5471e-05 - mae: 0.0070 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5514e-05 - mae: 0.0070 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5532e-05 - mae: 0.0070 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5548e-05 - mae: 0.0070 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5550e-05 - mae: 0.0070 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5560e-05 - mae: 0.0070 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5556e-05 - mae: 0.0070 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5580e-05 - mae: 0.0070 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5591e-05 - mae: 0.0070 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5601e-05 - mae: 0.0070 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5595e-05 - mae: 0.0070 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5595e-05 - mae: 0.0070 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5606e-05 - mae: 0.0070 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5613e-05 - mae: 0.0070 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5621e-05 - mae: 0.0070 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5638e-05 - mae: 0.0070 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5651e-05 - mae: 0.0070 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5663e-05 - mae: 0.0070 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5666e-05 - mae: 0.0070 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5665e-05 - mae: 0.0070 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5664e-05 - mae: 0.0070 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5700e-05 - mae: 0.0070 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5747e-05 - mae: 0.0070 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5814e-05 - mae: 0.0070 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5878e-05 - mae: 0.0070 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.9299e-05 - mae: 0.0070 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9315e-05 - mae: 0.0070 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9331e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9348e-05 - mae: 0.0070 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9362e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9377e-05 - mae: 0.0070 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9389e-05 - mae: 0.0070 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9403e-05 - mae: 0.0070 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9416e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9432e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9445e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9458e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9470e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9482e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9487e-05 - mae: 0.0070 - val_loss: 3.1133e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 233/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 42ms/step - loss: 5.1177e-05 - mae: 0.0062  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7016e-05 - mae: 0.0073   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 8.2934e-05 - mae: 0.0074  16/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3768e-05 - mae: 0.0073  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2141e-05 - mae: 0.0072  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0781e-05 - mae: 0.0072  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9300e-05 - mae: 0.0071  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7974e-05 - mae: 0.0071  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6892e-05 - mae: 0.0070  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6252e-05 - mae: 0.0070  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5909e-05 - mae: 0.0070  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5959e-05 - mae: 0.0070  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6304e-05 - mae: 0.0070  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6426e-05 - mae: 0.0070  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6465e-05 - mae: 0.0070  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6543e-05 - mae: 0.0070  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6547e-05 - mae: 0.0070  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6495e-05 - mae: 0.0070  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6373e-05 - mae: 0.0070  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6225e-05 - mae: 0.0070 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6058e-05 - mae: 0.0070 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5840e-05 - mae: 0.0070 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5593e-05 - mae: 0.0070 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5333e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5068e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4849e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4652e-05 - mae: 0.0070 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4429e-05 - mae: 0.0070 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4185e-05 - mae: 0.0069 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4131e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4063e-05 - mae: 0.0069 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3991e-05 - mae: 0.0069 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3905e-05 - mae: 0.0069 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3837e-05 - mae: 0.0069 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3778e-05 - mae: 0.0069 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3704e-05 - mae: 0.0069 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3636e-05 - mae: 0.0069 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3571e-05 - mae: 0.0069 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3503e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3433e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3357e-05 - mae: 0.0069 208/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3286e-05 - mae: 0.0069 213/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.3206e-05 - mae: 0.0069 218/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.3131e-05 - mae: 0.0069 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.3057e-05 - mae: 0.0069 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.2981e-05 - mae: 0.0069 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.2897e-05 - mae: 0.0069 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.2807e-05 - mae: 0.0069 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.2720e-05 - mae: 0.0069 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.2651e-05 - mae: 0.0069 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.2581e-05 - mae: 0.0069 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.2508e-05 - mae: 0.0069 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.2432e-05 - mae: 0.0069 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - 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loss: 7.2993e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2982e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2971e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2961e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2951e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2941e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2930e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2920e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.2913e-05 - mae: 0.0070 - val_loss: 3.1024e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 234/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 3.1030e-05 - mae: 0.0051  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 7.8533e-05 - mae: 0.0064   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8066e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6103e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4582e-05 - mae: 0.0068  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2848e-05 - mae: 0.0068  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0946e-05 - mae: 0.0068  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9659e-05 - mae: 0.0068  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8393e-05 - mae: 0.0068  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7986e-05 - mae: 0.0068  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7695e-05 - mae: 0.0068  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7648e-05 - mae: 0.0068  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7513e-05 - mae: 0.0068  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7336e-05 - mae: 0.0068  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7189e-05 - mae: 0.0068  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8136e-05 - mae: 0.0068  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8846e-05 - mae: 0.0068  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9345e-05 - mae: 0.0068  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9738e-05 - mae: 0.0068 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0101e-05 - mae: 0.0068 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0426e-05 - mae: 0.0068 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0688e-05 - mae: 0.0068 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0885e-05 - mae: 0.0068 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1092e-05 - mae: 0.0069 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1198e-05 - mae: 0.0069 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1264e-05 - mae: 0.0069 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1305e-05 - mae: 0.0069 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1315e-05 - mae: 0.0069 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1292e-05 - mae: 0.0069 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1244e-05 - mae: 0.0069 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1205e-05 - mae: 0.0069 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1163e-05 - mae: 0.0069 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1113e-05 - mae: 0.0069 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1068e-05 - mae: 0.0069 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1041e-05 - mae: 0.0069 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1007e-05 - mae: 0.0069 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0956e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0896e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0892e-05 - mae: 0.0069 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1001e-05 - mae: 0.0069 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1090e-05 - mae: 0.0069 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1178e-05 - mae: 0.0069 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1244e-05 - mae: 0.0069 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1327e-05 - mae: 0.0069 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1415e-05 - mae: 0.0069 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1490e-05 - mae: 0.0069 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1587e-05 - mae: 0.0069 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1864e-05 - mae: 0.0069 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2124e-05 - mae: 0.0069 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2325e-05 - mae: 0.0069 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2513e-05 - mae: 0.0069 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2688e-05 - mae: 0.0069 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2851e-05 - mae: 0.0069 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3001e-05 - mae: 0.0069 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3145e-05 - mae: 0.0069 294/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3286e-05 - mae: 0.0069 299/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3418e-05 - mae: 0.0069 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3540e-05 - mae: 0.0069 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3658e-05 - mae: 0.0069 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.5555e-05 - mae: 0.0070 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5527e-05 - mae: 0.0070 752/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5497e-05 - mae: 0.0070 757/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5473e-05 - mae: 0.0070 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5449e-05 - mae: 0.0070 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5427e-05 - mae: 0.0070 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5405e-05 - mae: 0.0070 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5383e-05 - mae: 0.0070 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5360e-05 - mae: 0.0070 787/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5338e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5310e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5283e-05 - mae: 0.0070 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5259e-05 - mae: 0.0070 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5236e-05 - mae: 0.0070 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5212e-05 - mae: 0.0070 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5188e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5163e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5139e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5115e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5090e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5066e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5042e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5018e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4993e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4973e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4953e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4932e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.4907e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.4891e-05 - mae: 0.0070 - val_loss: 3.1045e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 235/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 1.1795e-04 - mae: 0.0094  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9778e-05 - mae: 0.0076   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4156e-05 - mae: 0.0073  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.9171e-05 - mae: 0.0070  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6628e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5235e-05 - mae: 0.0069  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4445e-05 - mae: 0.0069  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3777e-05 - mae: 0.0069  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3112e-05 - mae: 0.0069  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2557e-05 - mae: 0.0069  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2008e-05 - mae: 0.0069  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1563e-05 - mae: 0.0068  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1286e-05 - mae: 0.0068  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1155e-05 - mae: 0.0068  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1052e-05 - mae: 0.0068  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1164e-05 - mae: 0.0068  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1595e-05 - mae: 0.0068  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2038e-05 - mae: 0.0069  97/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2431e-05 - mae: 0.0069 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2750e-05 - mae: 0.0069 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3027e-05 - mae: 0.0069 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3297e-05 - mae: 0.0069 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3554e-05 - mae: 0.0069 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3703e-05 - mae: 0.0069 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3866e-05 - mae: 0.0069 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.8387e-05 - mae: 0.0070 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8390e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8394e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8398e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8403e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8408e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.8411e-05 - mae: 0.0070 - val_loss: 3.1051e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 236/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 5.7821e-05 - mae: 0.0056  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4172e-05 - mae: 0.0066   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0510e-05 - mae: 0.0070  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2727e-05 - mae: 0.0071  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2855e-05 - mae: 0.0071  30/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2880e-05 - mae: 0.0072  35/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2499e-05 - mae: 0.0071  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2011e-05 - mae: 0.0071  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1394e-05 - mae: 0.0071  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0844e-05 - mae: 0.0071  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0390e-05 - mae: 0.0071  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0003e-05 - mae: 0.0070  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9845e-05 - mae: 0.0070  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9701e-05 - mae: 0.0070  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9509e-05 - mae: 0.0070  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9258e-05 - mae: 0.0070  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9074e-05 - mae: 0.0070  96/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9029e-05 - mae: 0.0070 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8971e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7089e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7089e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7090e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7092e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7093e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7097e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7113e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7128e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7143e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7157e-05 - mae: 0.0070 - val_loss: 3.1020e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 237/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 43s 49ms/step - loss: 2.9572e-05 - mae: 0.0046  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.9030e-05 - mae: 0.0061   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7572e-05 - 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loss: 6.3071e-05 - mae: 0.0069 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3143e-05 - mae: 0.0069 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3207e-05 - mae: 0.0069 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3492e-05 - mae: 0.0069 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3888e-05 - mae: 0.0069 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4319e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4651e-05 - mae: 0.0069 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4959e-05 - mae: 0.0069 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5238e-05 - mae: 0.0069 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5485e-05 - mae: 0.0069 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5710e-05 - mae: 0.0069 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5915e-05 - mae: 0.0069 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6101e-05 - mae: 0.0069 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6276e-05 - mae: 0.0069 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.9678e-05 - mae: 0.0069 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9675e-05 - mae: 0.0069 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9670e-05 - mae: 0.0069 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9666e-05 - mae: 0.0069 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9662e-05 - mae: 0.0069 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9658e-05 - mae: 0.0069 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9654e-05 - mae: 0.0069 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9650e-05 - mae: 0.0069 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9646e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9642e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9644e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9650e-05 - mae: 0.0069 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9655e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9660e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9664e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9667e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9671e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.9671e-05 - mae: 0.0069 - val_loss: 3.1008e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 238/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 3.0590e-05 - mae: 0.0052  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.7439e-05 - mae: 0.0058   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.2379e-05 - mae: 0.0061  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.9948e-05 - mae: 0.0064  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0441e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3675e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8866e-05 - mae: 0.0071  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1759e-05 - mae: 0.0072  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3427e-05 - mae: 0.0072  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3920e-05 - mae: 0.0072  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4022e-05 - mae: 0.0073  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3956e-05 - mae: 0.0073  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3627e-05 - mae: 0.0073  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3199e-05 - mae: 0.0073  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2724e-05 - mae: 0.0073  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2181e-05 - mae: 0.0073  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.1526e-05 - mae: 0.0073  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0973e-05 - mae: 0.0073  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0379e-05 - mae: 0.0073 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9758e-05 - mae: 0.0073 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.9211e-05 - mae: 0.0073 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8679e-05 - mae: 0.0073 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.2465e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2449e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2435e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2420e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2407e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2394e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2383e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2371e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2359e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2350e-05 - mae: 0.0070 - val_loss: 3.1013e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 239/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 7.7882e-05 - mae: 0.0088  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 5.6794e-05 - mae: 0.0068   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7975e-05 - mae: 0.0067  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8819e-05 - mae: 0.0067  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9552e-05 - mae: 0.0068  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9891e-05 - mae: 0.0068  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0870e-05 - mae: 0.0068  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1416e-05 - mae: 0.0068  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1541e-05 - mae: 0.0068  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1803e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2091e-05 - mae: 0.0069  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2227e-05 - mae: 0.0069  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2265e-05 - mae: 0.0069  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2352e-05 - mae: 0.0069  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2375e-05 - mae: 0.0069  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2441e-05 - mae: 0.0069  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2512e-05 - mae: 0.0069  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2730e-05 - mae: 0.0069  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3086e-05 - mae: 0.0069 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3537e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3906e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4120e-05 - mae: 0.0070 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4284e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4378e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4445e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4488e-05 - mae: 0.0070 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4519e-05 - mae: 0.0070 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4534e-05 - mae: 0.0070 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4541e-05 - mae: 0.0070 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4544e-05 - mae: 0.0070 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4529e-05 - mae: 0.0070 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4509e-05 - mae: 0.0070 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4506e-05 - mae: 0.0070 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4488e-05 - mae: 0.0070 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4468e-05 - mae: 0.0070 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4457e-05 - mae: 0.0070 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4466e-05 - mae: 0.0070 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4491e-05 - mae: 0.0070 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4510e-05 - mae: 0.0070 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4540e-05 - mae: 0.0070 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4567e-05 - mae: 0.0070 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4579e-05 - mae: 0.0070 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4574e-05 - mae: 0.0070 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4558e-05 - mae: 0.0070 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.9222e-05 - mae: 0.0070 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9251e-05 - mae: 0.0070 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9274e-05 - mae: 0.0070 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9296e-05 - mae: 0.0070 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9316e-05 - mae: 0.0070 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9337e-05 - mae: 0.0070 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9356e-05 - mae: 0.0070 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9374e-05 - mae: 0.0070 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9392e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9410e-05 - mae: 0.0070 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9428e-05 - mae: 0.0070 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9444e-05 - mae: 0.0070 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9462e-05 - mae: 0.0070 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9477e-05 - mae: 0.0070 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9491e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9505e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9517e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9528e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9539e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9549e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9559e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9568e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9577e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9585e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9594e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9604e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9615e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9623e-05 - mae: 0.0070 - val_loss: 3.1059e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 240/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 38ms/step - loss: 4.6295e-05 - mae: 0.0071  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3869e-05 - mae: 0.0071   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9148e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3419e-05 - mae: 0.0073  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5025e-05 - mae: 0.0073  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6152e-05 - mae: 0.0074  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6522e-05 - mae: 0.0074  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6915e-05 - mae: 0.0074  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7108e-05 - mae: 0.0074  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6996e-05 - mae: 0.0073  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6728e-05 - mae: 0.0073  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6424e-05 - mae: 0.0073  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6135e-05 - mae: 0.0073  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5905e-05 - mae: 0.0072  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5715e-05 - mae: 0.0072  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5669e-05 - mae: 0.0072  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5757e-05 - mae: 0.0072  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5819e-05 - mae: 0.0072  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5869e-05 - mae: 0.0072  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5899e-05 - mae: 0.0072 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.5964e-05 - mae: 0.0072 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6088e-05 - mae: 0.0072 114/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6208e-05 - mae: 0.0072 119/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6315e-05 - mae: 0.0072 124/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6418e-05 - mae: 0.0072 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6537e-05 - mae: 0.0072 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6643e-05 - mae: 0.0072 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6738e-05 - mae: 0.0072 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6799e-05 - mae: 0.0072 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6850e-05 - mae: 0.0072 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6904e-05 - mae: 0.0072 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6959e-05 - mae: 0.0072 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6995e-05 - mae: 0.0072 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7052e-05 - mae: 0.0072 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7106e-05 - mae: 0.0072 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7142e-05 - mae: 0.0072 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7162e-05 - mae: 0.0072 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7177e-05 - mae: 0.0072 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7168e-05 - mae: 0.0072 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7171e-05 - mae: 0.0072 208/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7185e-05 - mae: 0.0072 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7186e-05 - mae: 0.0072 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7232e-05 - mae: 0.0072 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7262e-05 - mae: 0.0072 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7280e-05 - mae: 0.0072 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7290e-05 - mae: 0.0072 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7292e-05 - mae: 0.0072 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7295e-05 - mae: 0.0072 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7302e-05 - mae: 0.0072 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7305e-05 - mae: 0.0072 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7304e-05 - mae: 0.0072 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7297e-05 - mae: 0.0072 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7288e-05 - mae: 0.0072 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7279e-05 - mae: 0.0072 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7271e-05 - mae: 0.0072 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7261e-05 - mae: 0.0072 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7248e-05 - mae: 0.0072 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7228e-05 - mae: 0.0072 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7200e-05 - mae: 0.0072 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7178e-05 - mae: 0.0072 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7155e-05 - mae: 0.0072 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7130e-05 - mae: 0.0072 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7110e-05 - mae: 0.0072 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7089e-05 - mae: 0.0072 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7065e-05 - mae: 0.0072 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7045e-05 - mae: 0.0072 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7025e-05 - mae: 0.0072 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7004e-05 - mae: 0.0072 353/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6984e-05 - mae: 0.0072 358/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6969e-05 - mae: 0.0072 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6984e-05 - mae: 0.0072 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7006e-05 - mae: 0.0072 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7027e-05 - mae: 0.0072 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7044e-05 - mae: 0.0072 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7068e-05 - mae: 0.0072 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7088e-05 - mae: 0.0072 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7103e-05 - mae: 0.0072 401/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7117e-05 - mae: 0.0072 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7129e-05 - mae: 0.0072 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7140e-05 - mae: 0.0072 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7150e-05 - mae: 0.0072 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.7161e-05 - mae: 0.0072 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.8334e-05 - mae: 0.0071 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8348e-05 - mae: 0.0071 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8366e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8384e-05 - mae: 0.0071 - val_loss: 3.1030e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 241/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 1.0790e-04 - mae: 0.0088  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.7637e-05 - mae: 0.0074   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.6353e-05 - mae: 0.0074  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.4940e-05 - mae: 0.0073  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2644e-05 - mae: 0.0072  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9933e-05 - mae: 0.0071  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8566e-05 - mae: 0.0070  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7458e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6436e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5618e-05 - mae: 0.0068  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4891e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4112e-05 - mae: 0.0068  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3672e-05 - mae: 0.0068  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3331e-05 - mae: 0.0067  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3023e-05 - mae: 0.0067  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2775e-05 - mae: 0.0067  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2640e-05 - mae: 0.0067  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2493e-05 - mae: 0.0067  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2324e-05 - mae: 0.0067  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2178e-05 - mae: 0.0067 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2038e-05 - mae: 0.0067 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1870e-05 - mae: 0.0067 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1728e-05 - mae: 0.0067 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1654e-05 - mae: 0.0067 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1584e-05 - mae: 0.0067 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1517e-05 - mae: 0.0067 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1440e-05 - mae: 0.0067 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1349e-05 - mae: 0.0067 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1258e-05 - mae: 0.0067 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1187e-05 - mae: 0.0067 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1172e-05 - mae: 0.0067 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1164e-05 - mae: 0.0067 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1158e-05 - mae: 0.0067 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1156e-05 - mae: 0.0067 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1168e-05 - mae: 0.0067 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1195e-05 - mae: 0.0067 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1221e-05 - mae: 0.0067 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1239e-05 - mae: 0.0067 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1252e-05 - mae: 0.0067 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1262e-05 - mae: 0.0067 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1262e-05 - mae: 0.0067 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1266e-05 - mae: 0.0067 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1281e-05 - mae: 0.0067 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1311e-05 - mae: 0.0067 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1377e-05 - mae: 0.0067 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1451e-05 - mae: 0.0067 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1518e-05 - mae: 0.0067 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1574e-05 - mae: 0.0067 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1623e-05 - mae: 0.0067 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1665e-05 - mae: 0.0067 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1702e-05 - mae: 0.0067 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1735e-05 - mae: 0.0067 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1762e-05 - mae: 0.0067 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1790e-05 - mae: 0.0067 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1814e-05 - mae: 0.0067 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1832e-05 - mae: 0.0067 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1848e-05 - mae: 0.0067 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1893e-05 - mae: 0.0067 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1951e-05 - mae: 0.0067 305/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2014e-05 - mae: 0.0067 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2075e-05 - mae: 0.0067 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2130e-05 - mae: 0.0067 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2183e-05 - mae: 0.0067 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2233e-05 - mae: 0.0067 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2281e-05 - mae: 0.0067 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2326e-05 - mae: 0.0067 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2369e-05 - mae: 0.0067 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2416e-05 - mae: 0.0067 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2465e-05 - mae: 0.0067 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2511e-05 - mae: 0.0067 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2556e-05 - mae: 0.0067 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2597e-05 - mae: 0.0067 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2636e-05 - mae: 0.0067 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2673e-05 - mae: 0.0067 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2706e-05 - mae: 0.0068 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2737e-05 - mae: 0.0068 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2769e-05 - mae: 0.0068 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2798e-05 - mae: 0.0068 400/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2824e-05 - mae: 0.0068 405/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.2853e-05 - mae: 0.0068 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2880e-05 - mae: 0.0068 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2903e-05 - mae: 0.0068 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2925e-05 - mae: 0.0068 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2948e-05 - mae: 0.0068 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2969e-05 - mae: 0.0068 435/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.2987e-05 - mae: 0.0068 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3004e-05 - mae: 0.0068 445/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3020e-05 - mae: 0.0068 451/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3044e-05 - mae: 0.0068 456/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3067e-05 - mae: 0.0068 461/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3088e-05 - mae: 0.0068 466/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3108e-05 - mae: 0.0068 472/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3131e-05 - mae: 0.0068 477/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3155e-05 - mae: 0.0068 482/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3180e-05 - mae: 0.0068 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3205e-05 - mae: 0.0068 492/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3228e-05 - mae: 0.0068 497/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.3248e-05 - mae: 0.0068 502/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3266e-05 - mae: 0.0068 508/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3287e-05 - mae: 0.0068 514/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3307e-05 - mae: 0.0068 519/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3321e-05 - mae: 0.0068 524/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3335e-05 - mae: 0.0068 530/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3352e-05 - mae: 0.0068 535/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3366e-05 - mae: 0.0068 540/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.3379e-05 - mae: 0.0068 545/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.4705e-05 - mae: 0.0068 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4739e-05 - mae: 0.0068 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4772e-05 - mae: 0.0068 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4805e-05 - mae: 0.0068 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4844e-05 - mae: 0.0068 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4881e-05 - mae: 0.0068 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4917e-05 - mae: 0.0068 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4946e-05 - mae: 0.0068 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4974e-05 - mae: 0.0068 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5008e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.5019e-05 - mae: 0.0068 - val_loss: 3.0987e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 242/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 7.4737e-05 - mae: 0.0092  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7556e-05 - mae: 0.0074   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.7302e-05 - mae: 0.0071  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6849e-05 - mae: 0.0070  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6390e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5855e-05 - mae: 0.0068  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5290e-05 - mae: 0.0068  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4945e-05 - mae: 0.0067  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4843e-05 - mae: 0.0067  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4451e-05 - mae: 0.0067  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4064e-05 - mae: 0.0066  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3713e-05 - mae: 0.0066  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3836e-05 - mae: 0.0066  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3941e-05 - mae: 0.0066  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4052e-05 - mae: 0.0066  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4191e-05 - mae: 0.0066  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4364e-05 - mae: 0.0066  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4548e-05 - mae: 0.0066  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4667e-05 - mae: 0.0066  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4752e-05 - mae: 0.0066 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4824e-05 - mae: 0.0066 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4937e-05 - mae: 0.0066 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5013e-05 - mae: 0.0066 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5082e-05 - mae: 0.0066 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5151e-05 - mae: 0.0066 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5260e-05 - mae: 0.0066 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5422e-05 - mae: 0.0066 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5535e-05 - mae: 0.0066 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5656e-05 - mae: 0.0066 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5751e-05 - mae: 0.0066 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5838e-05 - mae: 0.0066 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5930e-05 - mae: 0.0066 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6014e-05 - mae: 0.0066 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6091e-05 - mae: 0.0066 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6172e-05 - mae: 0.0066 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6259e-05 - mae: 0.0066 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6386e-05 - mae: 0.0066 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6494e-05 - mae: 0.0066 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6606e-05 - mae: 0.0066 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.6708e-05 - mae: 0.0066 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.6813e-05 - mae: 0.0066 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.6909e-05 - mae: 0.0066 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7004e-05 - mae: 0.0066 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7093e-05 - mae: 0.0066 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7183e-05 - mae: 0.0067 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7292e-05 - mae: 0.0067 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7417e-05 - mae: 0.0067 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7534e-05 - mae: 0.0067 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7641e-05 - mae: 0.0067 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7765e-05 - mae: 0.0067 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7869e-05 - mae: 0.0067 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7979e-05 - mae: 0.0067 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8081e-05 - mae: 0.0067 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8181e-05 - mae: 0.0067 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8281e-05 - mae: 0.0067 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8387e-05 - mae: 0.0067 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8491e-05 - mae: 0.0067 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8594e-05 - mae: 0.0067 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8691e-05 - mae: 0.0067 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.8783e-05 - mae: 0.0067 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.8867e-05 - mae: 0.0067 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.8960e-05 - mae: 0.0067 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9034e-05 - mae: 0.0067 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9108e-05 - mae: 0.0067 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9182e-05 - mae: 0.0067 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9252e-05 - mae: 0.0067 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9322e-05 - mae: 0.0067 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9385e-05 - mae: 0.0067 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9441e-05 - mae: 0.0067 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9494e-05 - mae: 0.0067 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9542e-05 - mae: 0.0067 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9590e-05 - mae: 0.0067 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9645e-05 - mae: 0.0067 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9689e-05 - mae: 0.0067 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9729e-05 - mae: 0.0068 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9765e-05 - mae: 0.0068 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9800e-05 - mae: 0.0068 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9835e-05 - mae: 0.0068 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 5.9868e-05 - mae: 0.0068 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 5.9899e-05 - mae: 0.0068 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 5.9926e-05 - mae: 0.0068 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 5.9951e-05 - mae: 0.0068 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 5.9976e-05 - mae: 0.0068 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 5.9999e-05 - mae: 0.0068 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0022e-05 - mae: 0.0068 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0046e-05 - mae: 0.0068 441/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0070e-05 - mae: 0.0068 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0095e-05 - mae: 0.0068 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0115e-05 - mae: 0.0068 458/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0137e-05 - mae: 0.0068 464/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0155e-05 - mae: 0.0068 469/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0169e-05 - mae: 0.0068 474/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0183e-05 - mae: 0.0068 479/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0199e-05 - mae: 0.0068 484/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0217e-05 - mae: 0.0068 489/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0233e-05 - mae: 0.0068 494/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0249e-05 - mae: 0.0068 499/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.0264e-05 - mae: 0.0068 504/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.0280e-05 - mae: 0.0068 509/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.0521e-05 - mae: 0.0068 590/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.0544e-05 - mae: 0.0068 595/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0565e-05 - mae: 0.0068 600/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0587e-05 - mae: 0.0068 605/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0608e-05 - mae: 0.0068 610/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0627e-05 - mae: 0.0068 615/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0644e-05 - mae: 0.0068 621/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0667e-05 - mae: 0.0068 627/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0688e-05 - mae: 0.0068 632/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0706e-05 - mae: 0.0068 637/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0725e-05 - mae: 0.0068 643/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0750e-05 - mae: 0.0068 648/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0773e-05 - mae: 0.0068 654/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0800e-05 - mae: 0.0068 660/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0827e-05 - mae: 0.0068 666/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0854e-05 - mae: 0.0068 671/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0876e-05 - mae: 0.0068 676/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0898e-05 - mae: 0.0068 681/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0920e-05 - mae: 0.0068 686/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.0940e-05 - mae: 0.0068 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.0964e-05 - mae: 0.0068 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.0997e-05 - mae: 0.0068 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1032e-05 - mae: 0.0068 706/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1066e-05 - mae: 0.0068 711/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1099e-05 - mae: 0.0068 716/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1133e-05 - mae: 0.0068 721/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1166e-05 - mae: 0.0068 726/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1198e-05 - mae: 0.0068 731/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1229e-05 - mae: 0.0068 737/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1264e-05 - mae: 0.0068 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1298e-05 - mae: 0.0068 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1325e-05 - mae: 0.0068 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1352e-05 - mae: 0.0068 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1379e-05 - mae: 0.0068 764/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1410e-05 - mae: 0.0068 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1440e-05 - mae: 0.0068 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1465e-05 - mae: 0.0068 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1491e-05 - mae: 0.0068 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.1522e-05 - mae: 0.0068 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.1549e-05 - mae: 0.0068 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.1577e-05 - mae: 0.0068 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.1609e-05 - mae: 0.0068 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.1636e-05 - mae: 0.0068 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.1665e-05 - mae: 0.0068 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.1694e-05 - mae: 0.0068 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.1738e-05 - mae: 0.0068 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.1790e-05 - mae: 0.0068 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.1855e-05 - mae: 0.0068 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.1908e-05 - mae: 0.0068 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.1972e-05 - mae: 0.0068 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.2023e-05 - mae: 0.0068 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.2074e-05 - mae: 0.0068 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.2122e-05 - mae: 0.0068 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.2171e-05 - mae: 0.0068 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.2218e-05 - mae: 0.0068 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.2265e-05 - mae: 0.0068 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.2311e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.2367e-05 - mae: 0.0068 - val_loss: 3.1059e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 243/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 3.6404e-05 - mae: 0.0059  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9827e-05 - mae: 0.0072   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3067e-05 - mae: 0.0073  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4164e-05 - mae: 0.0074  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3849e-05 - mae: 0.0074  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3494e-05 - mae: 0.0073  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3858e-05 - mae: 0.0073  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3773e-05 - mae: 0.0073  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3556e-05 - mae: 0.0073  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3281e-05 - mae: 0.0072  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2995e-05 - mae: 0.0072  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2645e-05 - mae: 0.0072  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2268e-05 - mae: 0.0071  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1919e-05 - mae: 0.0071  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1593e-05 - mae: 0.0071  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1239e-05 - mae: 0.0070  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0966e-05 - mae: 0.0070  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0708e-05 - mae: 0.0070  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0480e-05 - mae: 0.0070 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0288e-05 - mae: 0.0070 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0098e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9916e-05 - mae: 0.0069 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9796e-05 - mae: 0.0069 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9680e-05 - mae: 0.0069 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9555e-05 - mae: 0.0069 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9437e-05 - mae: 0.0069 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9317e-05 - mae: 0.0069 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9186e-05 - mae: 0.0069 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9101e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9032e-05 - mae: 0.0069 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8976e-05 - mae: 0.0069 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8924e-05 - mae: 0.0069 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8893e-05 - mae: 0.0069 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8865e-05 - mae: 0.0069 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8842e-05 - mae: 0.0069 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8831e-05 - mae: 0.0069 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8815e-05 - mae: 0.0068 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8799e-05 - mae: 0.0068 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8776e-05 - mae: 0.0068 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8747e-05 - mae: 0.0068 208/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8729e-05 - mae: 0.0068 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8747e-05 - mae: 0.0068 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8788e-05 - mae: 0.0068 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8825e-05 - mae: 0.0068 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8859e-05 - mae: 0.0068 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8884e-05 - mae: 0.0068 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8907e-05 - mae: 0.0068 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8931e-05 - mae: 0.0068 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8950e-05 - mae: 0.0068 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8967e-05 - mae: 0.0068 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8977e-05 - mae: 0.0068 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9001e-05 - mae: 0.0068 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9026e-05 - mae: 0.0068 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9056e-05 - mae: 0.0068 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9084e-05 - mae: 0.0068 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9114e-05 - mae: 0.0068 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9166e-05 - mae: 0.0068 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9266e-05 - mae: 0.0068 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9348e-05 - mae: 0.0068 310/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9436e-05 - mae: 0.0068 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9502e-05 - mae: 0.0068 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9565e-05 - mae: 0.0068 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9624e-05 - mae: 0.0068 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9679e-05 - mae: 0.0068 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9736e-05 - mae: 0.0068 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9792e-05 - mae: 0.0068 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9847e-05 - mae: 0.0068 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9902e-05 - mae: 0.0068 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9957e-05 - mae: 0.0068 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0024e-05 - mae: 0.0068 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0086e-05 - mae: 0.0068 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0142e-05 - mae: 0.0068 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0210e-05 - mae: 0.0068 382/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0266e-05 - mae: 0.0068 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0329e-05 - mae: 0.0068 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0380e-05 - mae: 0.0068 399/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0446e-05 - mae: 0.0068 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0513e-05 - mae: 0.0068 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0577e-05 - mae: 0.0068 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0627e-05 - mae: 0.0068 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0672e-05 - mae: 0.0068 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0727e-05 - mae: 0.0068 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0771e-05 - mae: 0.0068 438/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0823e-05 - mae: 0.0068 444/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0932e-05 - mae: 0.0068 449/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1030e-05 - mae: 0.0068 454/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1124e-05 - mae: 0.0068 459/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1213e-05 - mae: 0.0068 464/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1299e-05 - mae: 0.0068 469/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1380e-05 - mae: 0.0068 474/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1458e-05 - mae: 0.0068 479/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1533e-05 - mae: 0.0068 484/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1604e-05 - mae: 0.0068 489/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1684e-05 - mae: 0.0068 494/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.5030e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5056e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5084e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.5111e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.5137e-05 - mae: 0.0069 - val_loss: 3.1082e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 244/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 7.0418e-05 - mae: 0.0083  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7953e-05 - mae: 0.0073   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.7396e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7841e-05 - mae: 0.0071  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8647e-05 - mae: 0.0070  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8658e-05 - mae: 0.0069  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8967e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9229e-05 - mae: 0.0069  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9354e-05 - mae: 0.0069  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9421e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9447e-05 - mae: 0.0069  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9295e-05 - mae: 0.0068  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9163e-05 - mae: 0.0068  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0423e-05 - mae: 0.0068  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1707e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2673e-05 - mae: 0.0068  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3519e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4146e-05 - mae: 0.0068  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4797e-05 - mae: 0.0068 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5242e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5587e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5873e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6087e-05 - mae: 0.0068 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6289e-05 - mae: 0.0068 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6425e-05 - mae: 0.0068 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6544e-05 - mae: 0.0068 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6639e-05 - mae: 0.0068 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6696e-05 - mae: 0.0068 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6732e-05 - mae: 0.0068 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6748e-05 - mae: 0.0068 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6750e-05 - mae: 0.0068 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6752e-05 - mae: 0.0068 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6752e-05 - mae: 0.0068 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6760e-05 - mae: 0.0068 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6759e-05 - mae: 0.0068 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6758e-05 - mae: 0.0068 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6755e-05 - mae: 0.0068 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6779e-05 - mae: 0.0068 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6885e-05 - mae: 0.0068 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.6987e-05 - mae: 0.0068 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7095e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7194e-05 - mae: 0.0068 217/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7283e-05 - mae: 0.0068 222/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.7362e-05 - mae: 0.0068 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7449e-05 - mae: 0.0068 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7531e-05 - mae: 0.0068 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7605e-05 - mae: 0.0068 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7677e-05 - mae: 0.0068 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7749e-05 - mae: 0.0068 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7812e-05 - mae: 0.0068 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7873e-05 - mae: 0.0068 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.7946e-05 - mae: 0.0068 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8023e-05 - mae: 0.0068 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8093e-05 - mae: 0.0068 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8155e-05 - mae: 0.0068 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8212e-05 - mae: 0.0068 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8264e-05 - mae: 0.0068 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8312e-05 - mae: 0.0068 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8358e-05 - mae: 0.0068 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8407e-05 - mae: 0.0068 307/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8452e-05 - mae: 0.0068 312/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8497e-05 - mae: 0.0068 317/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.8542e-05 - mae: 0.0068 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - 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loss: 6.9577e-05 - mae: 0.0069 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9587e-05 - mae: 0.0069 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9595e-05 - mae: 0.0069 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9601e-05 - mae: 0.0069 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.9607e-05 - mae: 0.0069 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9613e-05 - mae: 0.0069 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9621e-05 - mae: 0.0069 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9628e-05 - mae: 0.0069 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9634e-05 - mae: 0.0069 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9642e-05 - mae: 0.0069 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9650e-05 - mae: 0.0069 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9659e-05 - mae: 0.0069 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9667e-05 - mae: 0.0069 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9675e-05 - mae: 0.0069 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9683e-05 - mae: 0.0069 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9691e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9698e-05 - mae: 0.0069 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9703e-05 - mae: 0.0069 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9707e-05 - mae: 0.0069 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9712e-05 - mae: 0.0069 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9718e-05 - mae: 0.0069 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9726e-05 - mae: 0.0069 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9734e-05 - mae: 0.0069 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9742e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.9750e-05 - mae: 0.0069 - val_loss: 3.1013e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 245/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 3.5441e-05 - mae: 0.0057  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.4998e-05 - mae: 0.0068   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0898e-05 - mae: 0.0072  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5670e-05 - mae: 0.0074  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7117e-05 - mae: 0.0075  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7447e-05 - mae: 0.0075  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7669e-05 - mae: 0.0075  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7772e-05 - mae: 0.0075  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7830e-05 - mae: 0.0075  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7914e-05 - mae: 0.0075  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7948e-05 - mae: 0.0075  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8050e-05 - mae: 0.0075  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8121e-05 - mae: 0.0075  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8127e-05 - mae: 0.0075  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8038e-05 - mae: 0.0074  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7878e-05 - mae: 0.0074  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7767e-05 - mae: 0.0074  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7637e-05 - mae: 0.0074  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7503e-05 - mae: 0.0074 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7434e-05 - mae: 0.0074 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7348e-05 - mae: 0.0073 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7297e-05 - mae: 0.0073 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7225e-05 - mae: 0.0073 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7131e-05 - mae: 0.0073 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7033e-05 - mae: 0.0073 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6932e-05 - mae: 0.0073 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6845e-05 - mae: 0.0073 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6759e-05 - mae: 0.0073 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6654e-05 - mae: 0.0073 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6538e-05 - mae: 0.0073 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6425e-05 - mae: 0.0072 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6310e-05 - mae: 0.0072 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6205e-05 - mae: 0.0072 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6120e-05 - mae: 0.0072 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6340e-05 - mae: 0.0072 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6643e-05 - mae: 0.0072 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6926e-05 - mae: 0.0072 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7136e-05 - mae: 0.0072 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7324e-05 - mae: 0.0072 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7488e-05 - mae: 0.0072 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7626e-05 - mae: 0.0072 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7747e-05 - mae: 0.0072 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7872e-05 - mae: 0.0072 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7986e-05 - mae: 0.0072 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8091e-05 - mae: 0.0072 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8213e-05 - mae: 0.0072 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8310e-05 - mae: 0.0072 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8398e-05 - mae: 0.0071 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8473e-05 - mae: 0.0071 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8537e-05 - mae: 0.0071 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8592e-05 - mae: 0.0071 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8643e-05 - mae: 0.0071 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8689e-05 - mae: 0.0071 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8726e-05 - mae: 0.0071 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8754e-05 - mae: 0.0071 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8775e-05 - mae: 0.0071 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8799e-05 - mae: 0.0071 300/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.9280e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9288e-05 - mae: 0.0070 - val_loss: 3.0982e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 246/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 1.2162e-04 - mae: 0.0102  8/884 ━━━━━━━━━━━━━━━━━━━━ 7s 8ms/step - loss: 8.8594e-05 - mae: 0.0081   13/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 8.3938e-05 - mae: 0.0078  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 8.2133e-05 - mae: 0.0077  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0615e-05 - mae: 0.0076  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9126e-05 - mae: 0.0075  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8482e-05 - mae: 0.0075  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7669e-05 - mae: 0.0075  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6791e-05 - mae: 0.0074  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6009e-05 - mae: 0.0074  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5304e-05 - mae: 0.0074  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4880e-05 - mae: 0.0073  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4397e-05 - mae: 0.0073  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4071e-05 - mae: 0.0073  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4011e-05 - mae: 0.0073  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3878e-05 - mae: 0.0073  89/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3640e-05 - mae: 0.0073  94/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3421e-05 - mae: 0.0073  99/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3186e-05 - mae: 0.0073 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2904e-05 - mae: 0.0073 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2689e-05 - mae: 0.0073 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2551e-05 - mae: 0.0073 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2395e-05 - mae: 0.0073 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2227e-05 - mae: 0.0073 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2062e-05 - mae: 0.0073 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1903e-05 - mae: 0.0073 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1739e-05 - mae: 0.0073 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1563e-05 - mae: 0.0072 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1512e-05 - mae: 0.0072 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1642e-05 - mae: 0.0072 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1743e-05 - mae: 0.0072 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1841e-05 - mae: 0.0072 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1920e-05 - mae: 0.0072 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1978e-05 - mae: 0.0072 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2020e-05 - mae: 0.0072 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2051e-05 - mae: 0.0072 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2067e-05 - mae: 0.0072 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2075e-05 - mae: 0.0072 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2071e-05 - mae: 0.0072 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2076e-05 - mae: 0.0072 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2079e-05 - mae: 0.0072 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2071e-05 - mae: 0.0072 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2060e-05 - mae: 0.0072 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2042e-05 - mae: 0.0072 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2011e-05 - mae: 0.0072 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1972e-05 - mae: 0.0072 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1933e-05 - mae: 0.0072 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1906e-05 - mae: 0.0072 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1879e-05 - mae: 0.0072 259/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1852e-05 - mae: 0.0072 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1825e-05 - mae: 0.0072 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1792e-05 - mae: 0.0072 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.9077e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9088e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9099e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9110e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9119e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9128e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9137e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9139e-05 - mae: 0.0070 - val_loss: 3.0989e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 247/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 5.1084e-05 - mae: 0.0066  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9162e-05 - mae: 0.0064   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0777e-05 - mae: 0.0064  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3103e-05 - mae: 0.0066  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4310e-05 - mae: 0.0066  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4684e-05 - mae: 0.0066  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3975e-05 - mae: 0.0067  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9604e-05 - mae: 0.0068  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3848e-05 - mae: 0.0068  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6362e-05 - mae: 0.0068  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7563e-05 - mae: 0.0069  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8285e-05 - mae: 0.0069  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8788e-05 - mae: 0.0069  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9151e-05 - mae: 0.0069  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9569e-05 - mae: 0.0069  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9827e-05 - mae: 0.0069  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0015e-05 - mae: 0.0069  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0126e-05 - mae: 0.0069  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0198e-05 - mae: 0.0069 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0155e-05 - mae: 0.0069 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0030e-05 - mae: 0.0069 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9879e-05 - mae: 0.0069 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9703e-05 - mae: 0.0069 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9557e-05 - mae: 0.0069 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9412e-05 - mae: 0.0069 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9236e-05 - mae: 0.0069 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9045e-05 - mae: 0.0069 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8848e-05 - mae: 0.0069 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8645e-05 - mae: 0.0069 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8380e-05 - mae: 0.0069 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8109e-05 - mae: 0.0069 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7853e-05 - mae: 0.0069 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7685e-05 - mae: 0.0069 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7503e-05 - mae: 0.0069 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7352e-05 - mae: 0.0069 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7188e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7016e-05 - mae: 0.0069 196/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6814e-05 - mae: 0.0069 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6619e-05 - mae: 0.0069 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6482e-05 - mae: 0.0069 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6367e-05 - mae: 0.0069 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6240e-05 - mae: 0.0069 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6101e-05 - mae: 0.0069 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5956e-05 - mae: 0.0069 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5823e-05 - mae: 0.0069 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5693e-05 - mae: 0.0069 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.2025e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.2014e-05 - mae: 0.0069 - val_loss: 3.1017e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 248/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 4.2689e-05 - mae: 0.0059  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 4.4239e-05 - mae: 0.0058   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8060e-05 - mae: 0.0062  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1015e-05 - mae: 0.0064  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4223e-05 - mae: 0.0065  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6157e-05 - mae: 0.0066  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6979e-05 - mae: 0.0067  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7431e-05 - mae: 0.0067  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7662e-05 - mae: 0.0067  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7797e-05 - mae: 0.0067  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7841e-05 - mae: 0.0067  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7732e-05 - mae: 0.0066  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7607e-05 - mae: 0.0066  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7621e-05 - mae: 0.0066  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7583e-05 - mae: 0.0066  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7524e-05 - mae: 0.0066  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7470e-05 - mae: 0.0066  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7383e-05 - mae: 0.0066  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7272e-05 - mae: 0.0066  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7185e-05 - mae: 0.0066 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7121e-05 - mae: 0.0066 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7089e-05 - mae: 0.0066 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7032e-05 - mae: 0.0066 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6975e-05 - mae: 0.0066 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6937e-05 - mae: 0.0066 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6894e-05 - mae: 0.0066 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6853e-05 - mae: 0.0066 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6800e-05 - mae: 0.0066 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6759e-05 - mae: 0.0066 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6750e-05 - mae: 0.0066 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6741e-05 - mae: 0.0066 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6736e-05 - mae: 0.0066 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6741e-05 - mae: 0.0066 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6753e-05 - mae: 0.0066 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6773e-05 - mae: 0.0066 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6812e-05 - mae: 0.0066 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6889e-05 - mae: 0.0066 193/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.6943e-05 - mae: 0.0066 198/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.3568e-05 - mae: 0.0068 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3604e-05 - mae: 0.0068 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3639e-05 - mae: 0.0068 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3668e-05 - mae: 0.0068 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3704e-05 - mae: 0.0068 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3742e-05 - mae: 0.0068 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3779e-05 - mae: 0.0068 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3809e-05 - mae: 0.0068 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3839e-05 - mae: 0.0068 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3868e-05 - mae: 0.0068 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3896e-05 - mae: 0.0068 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3928e-05 - mae: 0.0068 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3955e-05 - mae: 0.0068 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3982e-05 - mae: 0.0068 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4012e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.4037e-05 - mae: 0.0068 - val_loss: 3.1188e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 249/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 35ms/step - loss: 5.5068e-05 - mae: 0.0074  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.2382e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0712e-05 - mae: 0.0064  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0021e-05 - mae: 0.0063  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0196e-05 - mae: 0.0063  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2638e-05 - mae: 0.0063  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7968e-05 - mae: 0.0065  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1089e-05 - mae: 0.0065  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3184e-05 - mae: 0.0066  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4322e-05 - mae: 0.0066  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4887e-05 - mae: 0.0066  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5273e-05 - mae: 0.0066  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5473e-05 - mae: 0.0066  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5639e-05 - mae: 0.0066  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5717e-05 - mae: 0.0066  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5728e-05 - mae: 0.0067  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5721e-05 - mae: 0.0067  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5694e-05 - mae: 0.0067 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5597e-05 - mae: 0.0067 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5523e-05 - mae: 0.0067 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5470e-05 - mae: 0.0067 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5494e-05 - mae: 0.0067 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5480e-05 - mae: 0.0067 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5923e-05 - mae: 0.0067 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6312e-05 - mae: 0.0067 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6636e-05 - mae: 0.0067 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6951e-05 - mae: 0.0067 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7321e-05 - mae: 0.0067 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7639e-05 - mae: 0.0067 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7909e-05 - mae: 0.0068 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8185e-05 - mae: 0.0068 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8416e-05 - mae: 0.0068 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8582e-05 - mae: 0.0068 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8720e-05 - mae: 0.0068 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8845e-05 - mae: 0.0068 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8925e-05 - mae: 0.0068 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8996e-05 - mae: 0.0068 198/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9069e-05 - mae: 0.0068 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.9020e-05 - mae: 0.0069 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9020e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9021e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9023e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9024e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9026e-05 - mae: 0.0069 - val_loss: 3.1029e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 250/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 4.9039e-05 - mae: 0.0064  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.4060e-05 - mae: 0.0071   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.4894e-05 - mae: 0.0071  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.8048e-05 - mae: 0.0071  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9796e-05 - mae: 0.0072  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0588e-05 - mae: 0.0072  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0985e-05 - mae: 0.0072  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0943e-05 - mae: 0.0072  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0938e-05 - mae: 0.0072  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0854e-05 - mae: 0.0072  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0620e-05 - mae: 0.0072  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0203e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9828e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9498e-05 - mae: 0.0072  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9170e-05 - mae: 0.0072  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8766e-05 - mae: 0.0072  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8447e-05 - mae: 0.0072  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8181e-05 - mae: 0.0072  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7932e-05 - mae: 0.0071 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7721e-05 - mae: 0.0071 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7535e-05 - mae: 0.0071 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7408e-05 - mae: 0.0071 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7244e-05 - mae: 0.0071 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7107e-05 - mae: 0.0071 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6991e-05 - mae: 0.0071 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6904e-05 - mae: 0.0071 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6802e-05 - mae: 0.0071 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6713e-05 - mae: 0.0071 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6599e-05 - mae: 0.0071 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6539e-05 - mae: 0.0071 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6490e-05 - mae: 0.0071 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6492e-05 - mae: 0.0071 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6526e-05 - mae: 0.0071 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6554e-05 - mae: 0.0071 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7281e-05 - mae: 0.0071 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7304e-05 - mae: 0.0071 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7326e-05 - mae: 0.0071 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7348e-05 - mae: 0.0071 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7368e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7388e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7407e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7426e-05 - mae: 0.0071 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7447e-05 - mae: 0.0071 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7469e-05 - mae: 0.0071 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7492e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.7516e-05 - mae: 0.0071 - val_loss: 3.0984e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 251/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 1.1156e-04 - mae: 0.0094  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 7.7280e-05 - mae: 0.0077   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0341e-05 - mae: 0.0073  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0015e-05 - mae: 0.0072  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0803e-05 - mae: 0.0072  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0543e-05 - mae: 0.0071  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.0642e-05 - mae: 0.0071  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0919e-05 - mae: 0.0071  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0808e-05 - mae: 0.0071  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0711e-05 - mae: 0.0070  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0594e-05 - mae: 0.0070  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0601e-05 - mae: 0.0070  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0635e-05 - mae: 0.0070  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0788e-05 - mae: 0.0070  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0867e-05 - mae: 0.0070  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0873e-05 - mae: 0.0070  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0854e-05 - mae: 0.0070  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0837e-05 - mae: 0.0070  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0738e-05 - mae: 0.0070 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0664e-05 - mae: 0.0070 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0608e-05 - mae: 0.0070 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0507e-05 - mae: 0.0070 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0369e-05 - mae: 0.0070 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0231e-05 - mae: 0.0070 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0090e-05 - mae: 0.0070 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9956e-05 - mae: 0.0070 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9808e-05 - mae: 0.0070 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9650e-05 - mae: 0.0070 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.9580e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9583e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9586e-05 - mae: 0.0070 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9588e-05 - mae: 0.0070 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9590e-05 - mae: 0.0070 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9591e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9592e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9592e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9592e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9591e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9590e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9589e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9587e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9585e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9583e-05 - mae: 0.0070 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9582e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9581e-05 - mae: 0.0070 - val_loss: 3.1010e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 252/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 33s 38ms/step - loss: 3.2414e-05 - mae: 0.0044  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.7464e-05 - mae: 0.0055   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3032e-05 - mae: 0.0061  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5543e-05 - mae: 0.0065  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7360e-05 - mae: 0.0066  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6819e-05 - mae: 0.0067  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.6238e-05 - mae: 0.0068  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5395e-05 - mae: 0.0068  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.4143e-05 - mae: 0.0069  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2428e-05 - mae: 0.0069  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0988e-05 - mae: 0.0069  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9646e-05 - mae: 0.0069  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8448e-05 - mae: 0.0069  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7265e-05 - mae: 0.0069  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6369e-05 - mae: 0.0069  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5563e-05 - mae: 0.0069  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4782e-05 - mae: 0.0069  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4072e-05 - mae: 0.0069  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3329e-05 - mae: 0.0069 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2586e-05 - mae: 0.0069 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.2046e-05 - mae: 0.0069 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1484e-05 - mae: 0.0069 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1032e-05 - mae: 0.0069 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.6590e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6398e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6218e-05 - mae: 0.0069 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6033e-05 - mae: 0.0069 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5849e-05 - mae: 0.0069 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5673e-05 - mae: 0.0069 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5506e-05 - mae: 0.0069 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5308e-05 - mae: 0.0069 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5118e-05 - mae: 0.0069 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4965e-05 - mae: 0.0069 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4814e-05 - mae: 0.0069 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4662e-05 - mae: 0.0069 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4514e-05 - mae: 0.0069 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4376e-05 - mae: 0.0069 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.1985e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1979e-05 - mae: 0.0070 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1970e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1963e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1953e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1946e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1938e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1934e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1929e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1925e-05 - mae: 0.0070 - val_loss: 3.0966e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 253/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 6.1852e-05 - mae: 0.0067  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.3261e-05 - mae: 0.0056   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.2904e-05 - mae: 0.0057  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.2983e-05 - mae: 0.0057  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.4885e-05 - mae: 0.0059  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7828e-05 - mae: 0.0060  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0417e-05 - mae: 0.0062  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1986e-05 - mae: 0.0063  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3726e-05 - mae: 0.0064  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5710e-05 - mae: 0.0065  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8643e-05 - mae: 0.0066  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1308e-05 - mae: 0.0067  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3021e-05 - mae: 0.0067  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4617e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5866e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6638e-05 - mae: 0.0069  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 7.1882e-05 - mae: 0.0071 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2081e-05 - mae: 0.0071 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2258e-05 - mae: 0.0071 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2460e-05 - mae: 0.0071 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2642e-05 - mae: 0.0071 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2795e-05 - mae: 0.0071 193/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2916e-05 - mae: 0.0072 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3033e-05 - mae: 0.0072 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3116e-05 - mae: 0.0072 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3207e-05 - mae: 0.0072 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3300e-05 - mae: 0.0072 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3357e-05 - mae: 0.0072 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3413e-05 - mae: 0.0072 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3464e-05 - mae: 0.0072 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.2516e-05 - mae: 0.0071 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2509e-05 - mae: 0.0071 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2501e-05 - mae: 0.0071 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2495e-05 - mae: 0.0071 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2489e-05 - mae: 0.0071 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2484e-05 - mae: 0.0071 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2479e-05 - mae: 0.0071 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2473e-05 - mae: 0.0071 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2468e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2462e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2455e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2449e-05 - mae: 0.0071 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2442e-05 - mae: 0.0071 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2435e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2427e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2422e-05 - mae: 0.0071 - val_loss: 3.0993e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 254/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 42ms/step - loss: 1.0127e-04 - mae: 0.0084  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1360e-05 - mae: 0.0072   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0545e-05 - mae: 0.0071  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0478e-05 - mae: 0.0071  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0926e-05 - mae: 0.0071  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1288e-05 - mae: 0.0072  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1353e-05 - mae: 0.0072  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1032e-05 - mae: 0.0072  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0622e-05 - mae: 0.0072  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0172e-05 - mae: 0.0072  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9886e-05 - mae: 0.0072  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0940e-05 - mae: 0.0072  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1833e-05 - mae: 0.0072  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2629e-05 - mae: 0.0072  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3298e-05 - mae: 0.0073  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3789e-05 - mae: 0.0073  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4123e-05 - mae: 0.0073  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4513e-05 - mae: 0.0073  97/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4984e-05 - mae: 0.0073 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5457e-05 - mae: 0.0073 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5873e-05 - mae: 0.0073 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6229e-05 - mae: 0.0073 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6499e-05 - mae: 0.0073 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6730e-05 - mae: 0.0073 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6913e-05 - mae: 0.0073 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7039e-05 - mae: 0.0073 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7119e-05 - mae: 0.0073 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7174e-05 - mae: 0.0074 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7195e-05 - mae: 0.0074 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7200e-05 - mae: 0.0074 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7192e-05 - mae: 0.0074 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7174e-05 - mae: 0.0074 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7150e-05 - mae: 0.0074 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7095e-05 - mae: 0.0074 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7038e-05 - mae: 0.0074 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6963e-05 - mae: 0.0073 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6852e-05 - mae: 0.0073 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6748e-05 - mae: 0.0073 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.0476e-05 - mae: 0.0071 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0464e-05 - mae: 0.0071 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0453e-05 - mae: 0.0071 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0443e-05 - mae: 0.0071 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0432e-05 - mae: 0.0071 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0422e-05 - mae: 0.0071 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0412e-05 - mae: 0.0071 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0401e-05 - mae: 0.0071 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0393e-05 - mae: 0.0071 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0397e-05 - mae: 0.0071 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0400e-05 - mae: 0.0071 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0402e-05 - mae: 0.0071 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0405e-05 - mae: 0.0071 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0406e-05 - mae: 0.0071 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0406e-05 - mae: 0.0071 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0404e-05 - mae: 0.0071 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0402e-05 - mae: 0.0071 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0401e-05 - mae: 0.0071 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0399e-05 - mae: 0.0071 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0396e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0395e-05 - mae: 0.0071 - val_loss: 3.0950e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 255/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 2.5078e-05 - mae: 0.0036  7/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.5782e-05 - mae: 0.0057   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7373e-05 - mae: 0.0059  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.5430e-05 - mae: 0.0062  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 8.5987e-05 - mae: 0.0065  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.0302e-05 - mae: 0.0066  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.2351e-05 - mae: 0.0067  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3290e-05 - mae: 0.0068  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3538e-05 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3393e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.3002e-05 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.2579e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.1978e-05 - mae: 0.0070  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.1344e-05 - mae: 0.0070  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.1000e-05 - mae: 0.0070  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.0668e-05 - mae: 0.0070  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.0379e-05 - mae: 0.0070  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 9.0078e-05 - mae: 0.0070  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.9743e-05 - mae: 0.0070  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.9533e-05 - mae: 0.0071 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.9358e-05 - mae: 0.0071 107/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.9135e-05 - mae: 0.0071 113/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.8821e-05 - mae: 0.0071 118/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.8542e-05 - mae: 0.0071 123/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 8.8238e-05 - mae: 0.0071 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 8.7946e-05 - mae: 0.0071 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7648e-05 - mae: 0.0071 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 8.7378e-05 - mae: 0.0071 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7110e-05 - mae: 0.0071 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6836e-05 - mae: 0.0071 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6492e-05 - mae: 0.0071 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.6153e-05 - mae: 0.0071 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.5827e-05 - mae: 0.0071 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.5793e-05 - mae: 0.0071 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5763e-05 - mae: 0.0071 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5735e-05 - mae: 0.0071 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5709e-05 - mae: 0.0071 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5684e-05 - mae: 0.0071 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5659e-05 - mae: 0.0071 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.5634e-05 - mae: 0.0071 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5604e-05 - mae: 0.0071 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5573e-05 - mae: 0.0071 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5542e-05 - mae: 0.0071 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5511e-05 - mae: 0.0071 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5485e-05 - mae: 0.0071 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5459e-05 - mae: 0.0071 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5434e-05 - mae: 0.0071 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5405e-05 - mae: 0.0071 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5380e-05 - mae: 0.0071 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5356e-05 - mae: 0.0071 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5331e-05 - mae: 0.0071 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5307e-05 - mae: 0.0071 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5281e-05 - mae: 0.0071 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5256e-05 - mae: 0.0071 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5232e-05 - mae: 0.0071 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5208e-05 - mae: 0.0071 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5178e-05 - mae: 0.0071 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5150e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.5125e-05 - mae: 0.0071 - val_loss: 3.0982e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 256/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 41ms/step - loss: 3.1950e-05 - mae: 0.0056  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.9369e-05 - mae: 0.0067   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4902e-05 - mae: 0.0070  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5600e-05 - mae: 0.0069  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7330e-05 - mae: 0.0070  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8945e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9735e-05 - mae: 0.0071  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0450e-05 - mae: 0.0071  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0797e-05 - mae: 0.0071  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1335e-05 - mae: 0.0072  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1824e-05 - mae: 0.0072  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2145e-05 - mae: 0.0072  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2310e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3353e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4991e-05 - mae: 0.0073  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6333e-05 - mae: 0.0073  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7445e-05 - mae: 0.0073  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8431e-05 - mae: 0.0073  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9210e-05 - mae: 0.0074  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9734e-05 - mae: 0.0074 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0131e-05 - mae: 0.0074 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0410e-05 - mae: 0.0074 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0641e-05 - mae: 0.0074 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0769e-05 - mae: 0.0074 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0853e-05 - mae: 0.0074 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0912e-05 - mae: 0.0074 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.0983e-05 - mae: 0.0074 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.1033e-05 - mae: 0.0074 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.6513e-05 - mae: 0.0072 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6422e-05 - mae: 0.0072 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6317e-05 - mae: 0.0072 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6236e-05 - mae: 0.0072 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6159e-05 - mae: 0.0072 396/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.6081e-05 - mae: 0.0072 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.6002e-05 - mae: 0.0072 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5925e-05 - mae: 0.0072 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5851e-05 - mae: 0.0072 417/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5758e-05 - mae: 0.0072 423/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5667e-05 - mae: 0.0072 428/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5592e-05 - mae: 0.0072 433/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5516e-05 - mae: 0.0072 439/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5424e-05 - mae: 0.0072 445/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.3709e-05 - mae: 0.0071 672/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3707e-05 - mae: 0.0071 677/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3704e-05 - mae: 0.0071 683/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3700e-05 - mae: 0.0071 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.3698e-05 - mae: 0.0071 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3696e-05 - mae: 0.0071 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3693e-05 - mae: 0.0071 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3690e-05 - mae: 0.0071 709/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3684e-05 - mae: 0.0071 714/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3679e-05 - mae: 0.0071 719/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3676e-05 - mae: 0.0071 725/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3673e-05 - mae: 0.0071 730/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3672e-05 - mae: 0.0071 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3671e-05 - mae: 0.0071 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3669e-05 - mae: 0.0071 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3667e-05 - mae: 0.0071 752/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3664e-05 - mae: 0.0071 757/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3661e-05 - mae: 0.0071 762/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3657e-05 - mae: 0.0071 767/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3653e-05 - mae: 0.0071 772/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3649e-05 - mae: 0.0071 777/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3644e-05 - mae: 0.0071 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3639e-05 - mae: 0.0071 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3632e-05 - mae: 0.0071 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3625e-05 - mae: 0.0071 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3618e-05 - mae: 0.0071 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3609e-05 - mae: 0.0071 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3604e-05 - mae: 0.0071 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3599e-05 - mae: 0.0071 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3593e-05 - mae: 0.0071 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3585e-05 - mae: 0.0071 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3577e-05 - mae: 0.0071 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3569e-05 - mae: 0.0071 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3561e-05 - mae: 0.0071 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3552e-05 - mae: 0.0071 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3543e-05 - mae: 0.0071 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3533e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3520e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3509e-05 - mae: 0.0071 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3498e-05 - mae: 0.0071 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3485e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3474e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.3466e-05 - mae: 0.0071 - val_loss: 3.0976e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 257/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 6.1712e-05 - mae: 0.0081  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7813e-05 - mae: 0.0068   11/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1778e-05 - mae: 0.0069  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.2604e-05 - mae: 0.0069  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.2394e-05 - mae: 0.0068  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2920e-05 - mae: 0.0068  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4157e-05 - mae: 0.0068  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5188e-05 - mae: 0.0068  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6237e-05 - mae: 0.0068  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7063e-05 - mae: 0.0068  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7781e-05 - mae: 0.0068  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8259e-05 - mae: 0.0068  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8625e-05 - mae: 0.0068  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9499e-05 - mae: 0.0068  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2618e-05 - mae: 0.0068  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5220e-05 - mae: 0.0068  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.7461e-05 - mae: 0.0068  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9304e-05 - mae: 0.0068  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0824e-05 - mae: 0.0069  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.2073e-05 - mae: 0.0069 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.3113e-05 - mae: 0.0069 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.3998e-05 - mae: 0.0069 111/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.4748e-05 - mae: 0.0069 116/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.5379e-05 - mae: 0.0069 121/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.5911e-05 - mae: 0.0069 126/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.6349e-05 - mae: 0.0069 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6689e-05 - mae: 0.0069 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.6949e-05 - mae: 0.0069 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7149e-05 - mae: 0.0069 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7305e-05 - mae: 0.0069 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7428e-05 - mae: 0.0069 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7537e-05 - mae: 0.0069 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7627e-05 - mae: 0.0069 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7706e-05 - mae: 0.0069 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7774e-05 - mae: 0.0069 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7834e-05 - mae: 0.0069 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7867e-05 - mae: 0.0069 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7894e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7914e-05 - mae: 0.0069 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7922e-05 - mae: 0.0069 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7926e-05 - mae: 0.0069 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7916e-05 - mae: 0.0069 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7924e-05 - mae: 0.0069 215/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7930e-05 - mae: 0.0069 220/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7927e-05 - mae: 0.0069 225/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 7.7913e-05 - mae: 0.0069 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7893e-05 - mae: 0.0069 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7907e-05 - mae: 0.0069 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7905e-05 - mae: 0.0069 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7887e-05 - mae: 0.0069 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7857e-05 - mae: 0.0069 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7823e-05 - mae: 0.0069 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7780e-05 - mae: 0.0069 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7730e-05 - mae: 0.0069 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7673e-05 - mae: 0.0069 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7607e-05 - mae: 0.0069 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7552e-05 - mae: 0.0069 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7500e-05 - mae: 0.0069 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7432e-05 - mae: 0.0069 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7373e-05 - mae: 0.0069 303/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7318e-05 - mae: 0.0069 308/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7259e-05 - mae: 0.0069 313/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 7.7196e-05 - mae: 0.0069 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.7129e-05 - mae: 0.0069 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.7065e-05 - mae: 0.0069 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.7003e-05 - mae: 0.0069 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6940e-05 - mae: 0.0069 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6861e-05 - mae: 0.0069 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6778e-05 - mae: 0.0069 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6705e-05 - mae: 0.0069 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6651e-05 - mae: 0.0069 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6594e-05 - mae: 0.0069 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6533e-05 - mae: 0.0069 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6472e-05 - mae: 0.0069 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6393e-05 - mae: 0.0069 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6324e-05 - mae: 0.0069 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.6255e-05 - mae: 0.0069 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6185e-05 - mae: 0.0069 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6120e-05 - mae: 0.0069 402/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6042e-05 - mae: 0.0069 408/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5963e-05 - mae: 0.0069 413/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5896e-05 - mae: 0.0069 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5819e-05 - mae: 0.0069 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5756e-05 - mae: 0.0069 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5678e-05 - mae: 0.0069 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5604e-05 - mae: 0.0069 441/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5545e-05 - mae: 0.0069 446/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5487e-05 - mae: 0.0069 451/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5429e-05 - mae: 0.0069 456/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5370e-05 - mae: 0.0069 461/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5313e-05 - mae: 0.0069 466/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5258e-05 - mae: 0.0069 471/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5203e-05 - mae: 0.0069 477/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5136e-05 - mae: 0.0069 482/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5080e-05 - mae: 0.0069 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.5024e-05 - mae: 0.0069 492/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4966e-05 - mae: 0.0069 498/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4899e-05 - mae: 0.0069 503/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4845e-05 - mae: 0.0069 508/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4789e-05 - mae: 0.0069 513/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4732e-05 - mae: 0.0069 518/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4682e-05 - mae: 0.0069 523/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4636e-05 - mae: 0.0069 528/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4598e-05 - mae: 0.0069 533/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4574e-05 - mae: 0.0069 538/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4550e-05 - mae: 0.0069 544/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4519e-05 - mae: 0.0069 549/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4490e-05 - mae: 0.0069 554/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.4460e-05 - mae: 0.0069 559/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.3245e-05 - mae: 0.0069 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.3220e-05 - mae: 0.0069 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3196e-05 - mae: 0.0069 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3171e-05 - mae: 0.0069 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3141e-05 - mae: 0.0069 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3115e-05 - mae: 0.0069 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3090e-05 - mae: 0.0069 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3060e-05 - mae: 0.0069 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3036e-05 - mae: 0.0069 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3010e-05 - mae: 0.0069 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2985e-05 - mae: 0.0069 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2960e-05 - mae: 0.0069 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2934e-05 - mae: 0.0069 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2908e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2881e-05 - mae: 0.0069 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2855e-05 - mae: 0.0069 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2828e-05 - mae: 0.0069 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2795e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2763e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2738e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2712e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.2696e-05 - mae: 0.0069 - val_loss: 3.0942e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 258/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 7.4032e-05 - mae: 0.0076  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5781e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8084e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.5278e-05 - mae: 0.0068  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.8396e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.9293e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9442e-05 - mae: 0.0070  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.9918e-05 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0276e-05 - mae: 0.0070  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 7.0626e-05 - mae: 0.0071  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0928e-05 - mae: 0.0071  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1181e-05 - mae: 0.0071  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1376e-05 - mae: 0.0072  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1595e-05 - mae: 0.0072  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1670e-05 - mae: 0.0072  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1716e-05 - mae: 0.0072  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1707e-05 - mae: 0.0072  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1701e-05 - mae: 0.0072  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1706e-05 - mae: 0.0072  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1712e-05 - mae: 0.0072 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1667e-05 - mae: 0.0073 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1620e-05 - mae: 0.0073 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1555e-05 - mae: 0.0073 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1512e-05 - mae: 0.0073 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1507e-05 - mae: 0.0073 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1608e-05 - mae: 0.0073 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1677e-05 - mae: 0.0073 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1711e-05 - mae: 0.0073 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1715e-05 - mae: 0.0073 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1744e-05 - mae: 0.0073 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1771e-05 - mae: 0.0073 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1829e-05 - mae: 0.0073 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2065e-05 - mae: 0.0073 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2507e-05 - mae: 0.0073 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2898e-05 - mae: 0.0073 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3247e-05 - mae: 0.0073 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3570e-05 - mae: 0.0073 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3875e-05 - mae: 0.0073 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4143e-05 - mae: 0.0073 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4385e-05 - mae: 0.0073 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4605e-05 - mae: 0.0073 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4797e-05 - mae: 0.0073 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.4962e-05 - mae: 0.0073 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5146e-05 - mae: 0.0073 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5291e-05 - mae: 0.0073 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5437e-05 - mae: 0.0073 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5542e-05 - mae: 0.0073 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5661e-05 - mae: 0.0073 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5752e-05 - mae: 0.0073 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5828e-05 - mae: 0.0073 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5894e-05 - mae: 0.0073 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5952e-05 - mae: 0.0073 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5997e-05 - mae: 0.0073 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6031e-05 - mae: 0.0073 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6059e-05 - mae: 0.0073 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6084e-05 - mae: 0.0073 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6101e-05 - mae: 0.0073 296/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6124e-05 - mae: 0.0073 301/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6150e-05 - mae: 0.0073 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6174e-05 - mae: 0.0073 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6189e-05 - mae: 0.0073 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6196e-05 - mae: 0.0073 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6199e-05 - mae: 0.0073 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6196e-05 - mae: 0.0073 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6194e-05 - mae: 0.0073 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6185e-05 - mae: 0.0073 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6177e-05 - mae: 0.0073 348/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6174e-05 - mae: 0.0073 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6163e-05 - mae: 0.0073 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6153e-05 - mae: 0.0073 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6143e-05 - mae: 0.0073 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6132e-05 - mae: 0.0073 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6115e-05 - mae: 0.0073 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.6099e-05 - mae: 0.0072 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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 1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 7.1873e-05 - mae: 0.0065  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.5741e-05 - mae: 0.0062   10/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 5.4132e-05 - mae: 0.0061  15/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.4729e-05 - mae: 0.0062   20/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.5140e-05 - mae: 0.0063  25/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.6244e-05 - mae: 0.0064  30/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.7644e-05 - mae: 0.0065  35/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.8397e-05 - mae: 0.0066  40/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9055e-05 - mae: 0.0066  45/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0439e-05 - mae: 0.0067  50/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.1487e-05 - mae: 0.0067  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2143e-05 - mae: 0.0068  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.2599e-05 - mae: 0.0068  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3068e-05 - mae: 0.0068  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3463e-05 - mae: 0.0068  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3750e-05 - mae: 0.0068  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3953e-05 - mae: 0.0069  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4070e-05 - mae: 0.0069  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4180e-05 - mae: 0.0069  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4319e-05 - mae: 0.0069 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4393e-05 - mae: 0.0069 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4451e-05 - mae: 0.0069 110/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4510e-05 - mae: 0.0069 115/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4573e-05 - mae: 0.0069 120/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4660e-05 - mae: 0.0069 125/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.4713e-05 - mae: 0.0069 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4769e-05 - mae: 0.0069 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4817e-05 - mae: 0.0069 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4866e-05 - mae: 0.0069 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4896e-05 - mae: 0.0069 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4918e-05 - mae: 0.0069 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4935e-05 - mae: 0.0069 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4947e-05 - mae: 0.0069 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4967e-05 - mae: 0.0069 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.4993e-05 - mae: 0.0069 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5015e-05 - mae: 0.0069 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5047e-05 - mae: 0.0069 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5068e-05 - mae: 0.0069 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5079e-05 - mae: 0.0069 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 6.5087e-05 - mae: 0.0069 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5086e-05 - mae: 0.0069 207/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5089e-05 - mae: 0.0069 213/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5094e-05 - mae: 0.0069 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5094e-05 - mae: 0.0069 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5086e-05 - mae: 0.0069 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5104e-05 - mae: 0.0069 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5130e-05 - mae: 0.0069 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5153e-05 - mae: 0.0069 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5163e-05 - mae: 0.0069 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5163e-05 - mae: 0.0069 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5157e-05 - mae: 0.0069 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5151e-05 - mae: 0.0069 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5141e-05 - mae: 0.0069 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5138e-05 - mae: 0.0069 278/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5139e-05 - mae: 0.0069 283/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5136e-05 - mae: 0.0069 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5132e-05 - mae: 0.0069 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5131e-05 - mae: 0.0069 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5126e-05 - mae: 0.0069 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5113e-05 - mae: 0.0069 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5097e-05 - mae: 0.0069 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5091e-05 - mae: 0.0069 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5104e-05 - mae: 0.0069 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5114e-05 - mae: 0.0069 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5122e-05 - mae: 0.0069 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5126e-05 - mae: 0.0069 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5126e-05 - mae: 0.0069 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5131e-05 - mae: 0.0069 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5135e-05 - mae: 0.0069 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.6282e-05 - mae: 0.0069 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6310e-05 - mae: 0.0069 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6332e-05 - mae: 0.0069 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6353e-05 - mae: 0.0069 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6374e-05 - mae: 0.0069 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6394e-05 - mae: 0.0069 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6419e-05 - mae: 0.0069 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6438e-05 - mae: 0.0069 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6456e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6475e-05 - mae: 0.0069 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6499e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6518e-05 - mae: 0.0069 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6541e-05 - mae: 0.0069 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6559e-05 - mae: 0.0069 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6577e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6595e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.6616e-05 - mae: 0.0069 - val_loss: 3.0930e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 260/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 9.3619e-05 - mae: 0.0096  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5471e-05 - mae: 0.0080   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.1341e-05 - mae: 0.0077  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1598e-05 - mae: 0.0075  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3201e-05 - mae: 0.0075  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4191e-05 - mae: 0.0075  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5202e-05 - mae: 0.0075  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5537e-05 - mae: 0.0075  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5828e-05 - mae: 0.0074  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5908e-05 - mae: 0.0074  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5768e-05 - mae: 0.0074  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5539e-05 - mae: 0.0074  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5554e-05 - mae: 0.0074  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5682e-05 - mae: 0.0074  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5683e-05 - mae: 0.0074  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5564e-05 - mae: 0.0074  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5422e-05 - mae: 0.0074  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5324e-05 - mae: 0.0073  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5279e-05 - mae: 0.0073 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5173e-05 - mae: 0.0073 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5094e-05 - mae: 0.0073 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4936e-05 - mae: 0.0073 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4758e-05 - mae: 0.0073 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4524e-05 - mae: 0.0073 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4325e-05 - mae: 0.0073 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4112e-05 - mae: 0.0073 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3913e-05 - mae: 0.0073 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3717e-05 - mae: 0.0073 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3536e-05 - mae: 0.0073 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3309e-05 - mae: 0.0072 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3112e-05 - mae: 0.0072 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2909e-05 - mae: 0.0072 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2721e-05 - mae: 0.0072 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2547e-05 - mae: 0.0072 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2393e-05 - mae: 0.0072 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2242e-05 - mae: 0.0072 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2085e-05 - mae: 0.0072 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1980e-05 - mae: 0.0072 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1985e-05 - mae: 0.0072 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1979e-05 - mae: 0.0072 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1974e-05 - mae: 0.0072 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1957e-05 - mae: 0.0072 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1938e-05 - mae: 0.0072 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1913e-05 - mae: 0.0072 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1886e-05 - mae: 0.0072 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1860e-05 - mae: 0.0072 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1828e-05 - mae: 0.0072 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1786e-05 - mae: 0.0072 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1739e-05 - mae: 0.0072 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1690e-05 - mae: 0.0072 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1637e-05 - mae: 0.0072 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1585e-05 - mae: 0.0072 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1541e-05 - mae: 0.0071 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1487e-05 - mae: 0.0071 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1430e-05 - mae: 0.0071 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1369e-05 - mae: 0.0071 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1310e-05 - mae: 0.0071 300/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1254e-05 - mae: 0.0071 306/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1204e-05 - mae: 0.0071 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1159e-05 - mae: 0.0071 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1113e-05 - mae: 0.0071 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1068e-05 - mae: 0.0071 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1023e-05 - mae: 0.0071 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0970e-05 - mae: 0.0071 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0923e-05 - mae: 0.0071 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.2009e-05 - mae: 0.0071 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1999e-05 - mae: 0.0071 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1988e-05 - mae: 0.0071 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1978e-05 - mae: 0.0071 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1967e-05 - mae: 0.0071 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1958e-05 - mae: 0.0071 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1949e-05 - mae: 0.0071 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1938e-05 - mae: 0.0071 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1929e-05 - mae: 0.0071 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1919e-05 - mae: 0.0071 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1910e-05 - mae: 0.0071 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1900e-05 - mae: 0.0071 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1890e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1882e-05 - mae: 0.0071 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1872e-05 - mae: 0.0071 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1861e-05 - mae: 0.0071 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1850e-05 - mae: 0.0071 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1839e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1831e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1830e-05 - mae: 0.0071 - val_loss: 3.0963e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 261/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 2.6258e-05 - mae: 0.0041  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.2436e-05 - mae: 0.0059   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1843e-05 - mae: 0.0064  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7788e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9578e-05 - mae: 0.0069  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9561e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8557e-05 - mae: 0.0070  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7174e-05 - mae: 0.0070  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6114e-05 - mae: 0.0070  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4948e-05 - mae: 0.0069  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3835e-05 - mae: 0.0069  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2825e-05 - mae: 0.0069  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2054e-05 - mae: 0.0069  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1229e-05 - mae: 0.0069  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0569e-05 - mae: 0.0068  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9997e-05 - mae: 0.0068  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9623e-05 - mae: 0.0068  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9248e-05 - mae: 0.0068  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8945e-05 - mae: 0.0068 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8710e-05 - mae: 0.0068 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8638e-05 - mae: 0.0068 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8685e-05 - mae: 0.0068 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8777e-05 - mae: 0.0068 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8824e-05 - mae: 0.0068 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8861e-05 - mae: 0.0068 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8878e-05 - mae: 0.0068 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8869e-05 - mae: 0.0068 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8819e-05 - mae: 0.0068 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8754e-05 - mae: 0.0068 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8675e-05 - mae: 0.0068 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8572e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8495e-05 - mae: 0.0068 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8422e-05 - mae: 0.0068 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8321e-05 - mae: 0.0068 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8208e-05 - mae: 0.0068 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8119e-05 - mae: 0.0068 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8024e-05 - mae: 0.0068 198/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7933e-05 - mae: 0.0068 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7868e-05 - mae: 0.0068 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7802e-05 - mae: 0.0068 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7740e-05 - mae: 0.0068 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7678e-05 - mae: 0.0068 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7613e-05 - mae: 0.0068 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7544e-05 - mae: 0.0068 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7463e-05 - mae: 0.0068 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7395e-05 - mae: 0.0068 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7327e-05 - mae: 0.0068 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7248e-05 - mae: 0.0068 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7166e-05 - mae: 0.0068 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7096e-05 - mae: 0.0068 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7024e-05 - mae: 0.0068 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6947e-05 - mae: 0.0068 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6878e-05 - mae: 0.0068 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6814e-05 - mae: 0.0068 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6760e-05 - mae: 0.0068 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6721e-05 - mae: 0.0068 297/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6689e-05 - mae: 0.0068 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6656e-05 - mae: 0.0068 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6654e-05 - mae: 0.0068 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6672e-05 - mae: 0.0068 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6738e-05 - mae: 0.0068 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6872e-05 - mae: 0.0068 327/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6995e-05 - mae: 0.0068 332/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7112e-05 - mae: 0.0068 337/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7225e-05 - mae: 0.0068 342/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7341e-05 - mae: 0.0068 347/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7456e-05 - mae: 0.0068 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7564e-05 - mae: 0.0068 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7669e-05 - mae: 0.0068 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7768e-05 - mae: 0.0068 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7866e-05 - mae: 0.0068 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.7960e-05 - mae: 0.0068 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8066e-05 - mae: 0.0068 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8149e-05 - mae: 0.0068 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8228e-05 - mae: 0.0069 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8302e-05 - mae: 0.0069 398/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.0534e-05 - mae: 0.0069 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0547e-05 - mae: 0.0069 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0559e-05 - mae: 0.0069 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0570e-05 - mae: 0.0069 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0580e-05 - mae: 0.0069 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0592e-05 - mae: 0.0069 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0602e-05 - mae: 0.0069 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0611e-05 - mae: 0.0069 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0620e-05 - mae: 0.0069 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0628e-05 - mae: 0.0069 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0638e-05 - mae: 0.0069 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0650e-05 - mae: 0.0069 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0659e-05 - mae: 0.0069 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0667e-05 - mae: 0.0069 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0675e-05 - mae: 0.0069 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0681e-05 - mae: 0.0069 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0687e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0692e-05 - mae: 0.0069 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0697e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0703e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0710e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0716e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0721e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0727e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0729e-05 - mae: 0.0069 - val_loss: 3.0966e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 262/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 1.7739e-04 - mae: 0.0093  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1924e-04 - mae: 0.0083   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 1.0245e-04 - mae: 0.0078  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3900e-05 - mae: 0.0076  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7894e-05 - mae: 0.0074  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3412e-05 - mae: 0.0073  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.0331e-05 - mae: 0.0072  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8318e-05 - mae: 0.0072  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6620e-05 - mae: 0.0071  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4801e-05 - mae: 0.0071  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3534e-05 - mae: 0.0071  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2256e-05 - mae: 0.0070  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1572e-05 - mae: 0.0070  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1067e-05 - mae: 0.0070  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0679e-05 - mae: 0.0070  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0320e-05 - mae: 0.0070  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9990e-05 - mae: 0.0070  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9664e-05 - mae: 0.0070  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9398e-05 - mae: 0.0070 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9132e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8829e-05 - mae: 0.0070 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8545e-05 - mae: 0.0070 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8368e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8182e-05 - mae: 0.0070 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7951e-05 - mae: 0.0070 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7715e-05 - mae: 0.0070 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7530e-05 - mae: 0.0070 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7446e-05 - mae: 0.0070 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7358e-05 - mae: 0.0070 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7314e-05 - mae: 0.0070 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7279e-05 - mae: 0.0070 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7251e-05 - mae: 0.0070 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7217e-05 - mae: 0.0070 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7187e-05 - mae: 0.0070 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7162e-05 - mae: 0.0070 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7136e-05 - mae: 0.0070 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7104e-05 - mae: 0.0070 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7064e-05 - mae: 0.0070 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7023e-05 - mae: 0.0070 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6974e-05 - mae: 0.0070 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6936e-05 - mae: 0.0070 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6963e-05 - mae: 0.0070 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7104e-05 - mae: 0.0070 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7228e-05 - mae: 0.0070 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7336e-05 - mae: 0.0070 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7451e-05 - mae: 0.0070 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7553e-05 - mae: 0.0070 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7627e-05 - mae: 0.0070 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7709e-05 - mae: 0.0070 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7773e-05 - mae: 0.0070 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7829e-05 - mae: 0.0070 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7879e-05 - mae: 0.0070 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7933e-05 - mae: 0.0070 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7971e-05 - mae: 0.0070 289/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8006e-05 - mae: 0.0070 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8037e-05 - mae: 0.0070 300/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.8071e-05 - mae: 0.0070 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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val_loss: 3.0947e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 263/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 36s 41ms/step - loss: 4.9106e-05 - mae: 0.0068  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.5457e-05 - mae: 0.0062   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.4439e-05 - mae: 0.0064  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.7197e-05 - mae: 0.0065  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9812e-05 - mae: 0.0065  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3942e-05 - mae: 0.0067  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6602e-05 - mae: 0.0068  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8630e-05 - mae: 0.0069  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1807e-05 - mae: 0.0070  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3948e-05 - mae: 0.0070  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5440e-05 - mae: 0.0071  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6228e-05 - mae: 0.0071  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7050e-05 - mae: 0.0071  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7792e-05 - mae: 0.0071  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8291e-05 - mae: 0.0072  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8583e-05 - mae: 0.0072  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8803e-05 - mae: 0.0072  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8929e-05 - mae: 0.0072  98/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8995e-05 - mae: 0.0072 103/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9048e-05 - mae: 0.0072 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9041e-05 - mae: 0.0072 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9043e-05 - mae: 0.0072 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9073e-05 - mae: 0.0072 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.9051e-05 - mae: 0.0072 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8989e-05 - mae: 0.0072 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8881e-05 - mae: 0.0073 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8744e-05 - mae: 0.0072 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8582e-05 - mae: 0.0072 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8414e-05 - mae: 0.0072 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8260e-05 - mae: 0.0072 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8094e-05 - mae: 0.0072 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7965e-05 - mae: 0.0072 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7842e-05 - mae: 0.0072 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7750e-05 - mae: 0.0072 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7661e-05 - mae: 0.0072 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7571e-05 - mae: 0.0072 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7449e-05 - mae: 0.0072 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7316e-05 - mae: 0.0072 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7196e-05 - mae: 0.0072 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.7073e-05 - mae: 0.0072 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6946e-05 - mae: 0.0072 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6818e-05 - mae: 0.0072 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6701e-05 - mae: 0.0072 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6575e-05 - mae: 0.0072 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6482e-05 - mae: 0.0072 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6381e-05 - mae: 0.0072 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6277e-05 - mae: 0.0072 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6173e-05 - mae: 0.0072 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.6089e-05 - mae: 0.0072 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5997e-05 - mae: 0.0072 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5904e-05 - mae: 0.0072 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5795e-05 - mae: 0.0072 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5692e-05 - mae: 0.0072 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.5604e-05 - mae: 0.0072 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.1345e-05 - mae: 0.0071 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1350e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.1353e-05 - mae: 0.0071 - val_loss: 3.0937e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 264/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 40s 46ms/step - loss: 9.6978e-05 - mae: 0.0105  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 7.2653e-05 - mae: 0.0086   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6711e-05 - mae: 0.0080  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3818e-05 - mae: 0.0077  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1704e-05 - mae: 0.0075  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0005e-05 - mae: 0.0074  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8787e-05 - mae: 0.0073  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7914e-05 - mae: 0.0072  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7287e-05 - mae: 0.0071  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6901e-05 - mae: 0.0071  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6536e-05 - mae: 0.0070  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6274e-05 - mae: 0.0070  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6086e-05 - mae: 0.0070  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6038e-05 - mae: 0.0070  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5978e-05 - mae: 0.0069  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5857e-05 - mae: 0.0069  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5769e-05 - mae: 0.0069  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5725e-05 - mae: 0.0069  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5712e-05 - mae: 0.0069  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5691e-05 - mae: 0.0069 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5674e-05 - mae: 0.0069 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5703e-05 - mae: 0.0069 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5702e-05 - mae: 0.0069 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5723e-05 - mae: 0.0068 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5867e-05 - mae: 0.0068 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6010e-05 - mae: 0.0068 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6162e-05 - mae: 0.0068 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6382e-05 - mae: 0.0068 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6628e-05 - mae: 0.0068 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6837e-05 - mae: 0.0068 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7027e-05 - mae: 0.0068 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7251e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7452e-05 - mae: 0.0068 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7639e-05 - mae: 0.0068 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7824e-05 - mae: 0.0068 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7989e-05 - mae: 0.0068 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8143e-05 - mae: 0.0068 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8333e-05 - mae: 0.0068 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8519e-05 - mae: 0.0068 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8666e-05 - mae: 0.0068 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8794e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8934e-05 - mae: 0.0068 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9071e-05 - mae: 0.0068 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9199e-05 - mae: 0.0068 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9319e-05 - mae: 0.0068 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9431e-05 - mae: 0.0068 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9531e-05 - mae: 0.0068 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9629e-05 - mae: 0.0068 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9730e-05 - mae: 0.0068 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9832e-05 - mae: 0.0068 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9921e-05 - mae: 0.0068 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.3831e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3857e-05 - mae: 0.0069 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3884e-05 - mae: 0.0069 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3911e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3937e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3979e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4018e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4058e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.4097e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.4113e-05 - mae: 0.0069 - val_loss: 3.0932e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 265/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 4.2664e-05 - mae: 0.0058  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0343e-05 - mae: 0.0066   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3320e-05 - mae: 0.0066  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3869e-05 - mae: 0.0067  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3421e-05 - mae: 0.0067  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2947e-05 - mae: 0.0067  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2555e-05 - mae: 0.0067  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1969e-05 - mae: 0.0067  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1558e-05 - mae: 0.0067  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1516e-05 - mae: 0.0067  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1634e-05 - mae: 0.0067  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1979e-05 - mae: 0.0067  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2319e-05 - mae: 0.0067  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2517e-05 - mae: 0.0067  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2635e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2777e-05 - mae: 0.0068  89/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2885e-05 - mae: 0.0068  95/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3020e-05 - mae: 0.0068 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3280e-05 - mae: 0.0068 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3517e-05 - mae: 0.0068 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3700e-05 - mae: 0.0068 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3808e-05 - mae: 0.0068 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3943e-05 - mae: 0.0068 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4065e-05 - mae: 0.0068 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4198e-05 - mae: 0.0068 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4298e-05 - mae: 0.0068 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4455e-05 - mae: 0.0069 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4580e-05 - mae: 0.0069 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4686e-05 - mae: 0.0069 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4775e-05 - mae: 0.0069 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5110e-05 - mae: 0.0069 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5566e-05 - mae: 0.0069 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6060e-05 - mae: 0.0069 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6517e-05 - mae: 0.0069 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6921e-05 - mae: 0.0069 192/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7224e-05 - mae: 0.0069 197/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7496e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7803e-05 - mae: 0.0069 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8031e-05 - mae: 0.0069 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8240e-05 - mae: 0.0069 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8426e-05 - mae: 0.0069 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8621e-05 - mae: 0.0069 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8802e-05 - mae: 0.0069 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8938e-05 - mae: 0.0069 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9065e-05 - mae: 0.0069 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9186e-05 - mae: 0.0069 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9298e-05 - mae: 0.0069 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9428e-05 - mae: 0.0069 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9527e-05 - mae: 0.0069 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9615e-05 - mae: 0.0069 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9715e-05 - mae: 0.0069 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9794e-05 - mae: 0.0069 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9872e-05 - mae: 0.0070 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9954e-05 - mae: 0.0070 293/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0046e-05 - mae: 0.0070 298/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0113e-05 - mae: 0.0070 303/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0171e-05 - mae: 0.0070 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0222e-05 - mae: 0.0070 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 7.1830e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1831e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1833e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1835e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1838e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1841e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1843e-05 - mae: 0.0070 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1845e-05 - mae: 0.0070 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1845e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1845e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1845e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1846e-05 - mae: 0.0070 - val_loss: 3.0979e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 266/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 4.8557e-05 - mae: 0.0060  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8942e-05 - mae: 0.0062   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7078e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3256e-05 - mae: 0.0069  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7607e-05 - mae: 0.0072  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9216e-05 - mae: 0.0072  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0881e-05 - mae: 0.0073  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7475e-05 - mae: 0.0074  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4866e-05 - mae: 0.0074  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.9983e-05 - mae: 0.0075  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.3327e-05 - mae: 0.0075  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.5468e-05 - mae: 0.0076  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.7210e-05 - mae: 0.0076  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8135e-05 - mae: 0.0076  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8722e-05 - mae: 0.0076  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8973e-05 - mae: 0.0076  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9050e-05 - mae: 0.0076  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.9012e-05 - mae: 0.0076  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8926e-05 - mae: 0.0076  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8719e-05 - mae: 0.0076 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8405e-05 - mae: 0.0076 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 9.8087e-05 - mae: 0.0076 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7699e-05 - mae: 0.0075 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7265e-05 - mae: 0.0075 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6713e-05 - mae: 0.0075 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6245e-05 - mae: 0.0075 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5757e-05 - mae: 0.0075 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5270e-05 - mae: 0.0075 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4856e-05 - mae: 0.0075 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4566e-05 - mae: 0.0075 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4265e-05 - mae: 0.0074 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3961e-05 - mae: 0.0074 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3646e-05 - mae: 0.0074 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3331e-05 - mae: 0.0074 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3058e-05 - mae: 0.0074 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2800e-05 - mae: 0.0074 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2549e-05 - mae: 0.0074 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.2285e-05 - mae: 0.0074 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1971e-05 - mae: 0.0074 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1711e-05 - mae: 0.0074 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1443e-05 - mae: 0.0074 210/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.1184e-05 - mae: 0.0073 215/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.8373e-05 - mae: 0.0071 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8315e-05 - mae: 0.0071 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8258e-05 - mae: 0.0071 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8211e-05 - mae: 0.0071 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.8165e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.8147e-05 - mae: 0.0071 - val_loss: 3.0922e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 267/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 31s 36ms/step - loss: 3.1830e-05 - mae: 0.0050  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3658e-05 - mae: 0.0062   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.9536e-05 - mae: 0.0067  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.0135e-05 - mae: 0.0068  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9964e-05 - mae: 0.0068  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9470e-05 - mae: 0.0068  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9077e-05 - mae: 0.0068  36/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.9119e-05 - mae: 0.0068  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9433e-05 - mae: 0.0069  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.9665e-05 - mae: 0.0069  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9731e-05 - mae: 0.0069  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9825e-05 - mae: 0.0069  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0214e-05 - mae: 0.0070  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0556e-05 - mae: 0.0070  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0808e-05 - mae: 0.0070  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1006e-05 - mae: 0.0070  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1156e-05 - mae: 0.0070  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1473e-05 - mae: 0.0070  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1775e-05 - mae: 0.0070  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2044e-05 - mae: 0.0070 104/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2299e-05 - mae: 0.0071 109/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2485e-05 - mae: 0.0071 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2627e-05 - mae: 0.0071 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2736e-05 - mae: 0.0071 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2828e-05 - mae: 0.0071 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2946e-05 - mae: 0.0071 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3071e-05 - mae: 0.0071 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3155e-05 - mae: 0.0071 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3215e-05 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3264e-05 - mae: 0.0071 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3313e-05 - mae: 0.0071 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3370e-05 - mae: 0.0071 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3430e-05 - mae: 0.0071 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3468e-05 - mae: 0.0071 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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mae: 0.0058   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9603e-05 - mae: 0.0063  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2137e-05 - mae: 0.0065  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4184e-05 - mae: 0.0066  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5729e-05 - mae: 0.0067  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6943e-05 - mae: 0.0068  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7756e-05 - mae: 0.0068  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8210e-05 - mae: 0.0069  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8626e-05 - mae: 0.0069  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9153e-05 - mae: 0.0069  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9459e-05 - mae: 0.0069  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9672e-05 - mae: 0.0069  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9868e-05 - mae: 0.0069  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0102e-05 - mae: 0.0069  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0306e-05 - mae: 0.0070  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0456e-05 - mae: 0.0070  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0532e-05 - mae: 0.0070  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0668e-05 - mae: 0.0070 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0719e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0735e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0757e-05 - mae: 0.0070 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0791e-05 - mae: 0.0070 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0830e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0895e-05 - mae: 0.0070 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1007e-05 - mae: 0.0070 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1164e-05 - mae: 0.0070 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1365e-05 - mae: 0.0070 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1588e-05 - mae: 0.0070 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.8251e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8257e-05 - mae: 0.0070 - val_loss: 3.1079e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 269/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 1.1442e-04 - mae: 0.0099  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.6407e-05 - mae: 0.0073   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9199e-05 - mae: 0.0069  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6865e-05 - mae: 0.0067  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6219e-05 - mae: 0.0067  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6673e-05 - mae: 0.0067  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6673e-05 - mae: 0.0067  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6515e-05 - mae: 0.0066  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6514e-05 - mae: 0.0066  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6823e-05 - mae: 0.0067  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7054e-05 - mae: 0.0067  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7230e-05 - mae: 0.0067  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7345e-05 - mae: 0.0067  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7745e-05 - mae: 0.0067  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8194e-05 - mae: 0.0067  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8547e-05 - mae: 0.0067  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8906e-05 - mae: 0.0067  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9198e-05 - mae: 0.0067  96/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9510e-05 - mae: 0.0068 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9783e-05 - mae: 0.0068 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0003e-05 - mae: 0.0068 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0193e-05 - mae: 0.0068 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0366e-05 - mae: 0.0068 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0815e-05 - mae: 0.0068 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.9351e-05 - mae: 0.0070 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9356e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9359e-05 - mae: 0.0070 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9362e-05 - mae: 0.0070 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9363e-05 - mae: 0.0070 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9364e-05 - mae: 0.0070 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9364e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9364e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9363e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9364e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9364e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9364e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9363e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9362e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9361e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9359e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9357e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9356e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9353e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9351e-05 - mae: 0.0070 - val_loss: 3.0988e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 270/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 2.7094e-05 - mae: 0.0046  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.7596e-04 - mae: 0.0072   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.0278e-04 - mae: 0.0077  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.9490e-04 - mae: 0.0077  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8341e-04 - mae: 0.0077  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.7318e-04 - mae: 0.0076  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6446e-04 - mae: 0.0075  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5697e-04 - mae: 0.0075  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5062e-04 - mae: 0.0074  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4516e-04 - mae: 0.0074  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4051e-04 - mae: 0.0073  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3588e-04 - mae: 0.0073  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3173e-04 - mae: 0.0073  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2794e-04 - mae: 0.0073  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2510e-04 - mae: 0.0073  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2210e-04 - mae: 0.0073  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1986e-04 - mae: 0.0072  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1789e-04 - mae: 0.0072  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1608e-04 - mae: 0.0072 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1437e-04 - mae: 0.0072 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 9.7585e-05 - mae: 0.0071 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6881e-05 - mae: 0.0071 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6213e-05 - mae: 0.0071 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5569e-05 - mae: 0.0071 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4953e-05 - mae: 0.0071 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.4362e-05 - mae: 0.0071 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.3676e-05 - mae: 0.0071 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.3128e-05 - mae: 0.0071 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2597e-05 - mae: 0.0071 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.2082e-05 - mae: 0.0071 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1589e-05 - mae: 0.0071 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.1115e-05 - mae: 0.0071 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.0585e-05 - mae: 0.0071 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 9.0177e-05 - mae: 0.0071 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.5793e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5750e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5706e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5663e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5621e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5570e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5529e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5488e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5448e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.5426e-05 - mae: 0.0070 - val_loss: 3.0944e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 271/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 4.5940e-05 - mae: 0.0067  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4652e-05 - mae: 0.0070   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7270e-05 - 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loss: 6.9749e-05 - mae: 0.0073 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9836e-05 - mae: 0.0073 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9907e-05 - mae: 0.0073 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9959e-05 - mae: 0.0073 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9990e-05 - mae: 0.0073 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0004e-05 - mae: 0.0073 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0010e-05 - mae: 0.0073 198/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0029e-05 - mae: 0.0072 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0038e-05 - mae: 0.0072 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0040e-05 - mae: 0.0072 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0028e-05 - mae: 0.0072 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0010e-05 - mae: 0.0072 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0000e-05 - mae: 0.0072 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9990e-05 - mae: 0.0072 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.1597e-05 - mae: 0.0071 683/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1591e-05 - mae: 0.0071 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1585e-05 - mae: 0.0071 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1577e-05 - mae: 0.0071 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1569e-05 - mae: 0.0071 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1560e-05 - mae: 0.0071 708/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1551e-05 - mae: 0.0071 713/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1541e-05 - mae: 0.0071 718/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1531e-05 - mae: 0.0071 723/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1523e-05 - mae: 0.0071 728/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1514e-05 - mae: 0.0071 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1506e-05 - mae: 0.0071 738/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1501e-05 - mae: 0.0071 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1498e-05 - mae: 0.0071 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1495e-05 - mae: 0.0071 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1492e-05 - mae: 0.0071 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1489e-05 - mae: 0.0071 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1486e-05 - mae: 0.0071 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1483e-05 - mae: 0.0071 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1483e-05 - mae: 0.0071 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1485e-05 - mae: 0.0071 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1486e-05 - mae: 0.0071 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1488e-05 - mae: 0.0071 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1488e-05 - mae: 0.0071 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1487e-05 - mae: 0.0071 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1486e-05 - mae: 0.0071 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1485e-05 - mae: 0.0071 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1484e-05 - mae: 0.0071 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1482e-05 - mae: 0.0071 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1479e-05 - mae: 0.0071 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1475e-05 - mae: 0.0071 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1472e-05 - mae: 0.0071 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1468e-05 - mae: 0.0071 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1464e-05 - mae: 0.0071 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1460e-05 - mae: 0.0071 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1457e-05 - mae: 0.0071 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1454e-05 - mae: 0.0071 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1450e-05 - mae: 0.0071 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1446e-05 - mae: 0.0071 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1441e-05 - mae: 0.0071 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1437e-05 - mae: 0.0071 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1434e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1432e-05 - mae: 0.0071 - val_loss: 3.0906e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 272/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 39ms/step - loss: 3.8975e-05 - mae: 0.0057  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.0991e-05 - mae: 0.0068   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9616e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9781e-05 - mae: 0.0065  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1541e-05 - mae: 0.0065  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7797e-05 - mae: 0.0067  35/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1740e-05 - mae: 0.0067  41/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3509e-05 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4710e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5302e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5459e-05 - mae: 0.0068  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5480e-05 - mae: 0.0068  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5441e-05 - mae: 0.0068  75/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5331e-05 - mae: 0.0068  81/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5183e-05 - mae: 0.0067  86/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5001e-05 - mae: 0.0067  92/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4751e-05 - mae: 0.0067  98/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4580e-05 - mae: 0.0067 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4532e-05 - mae: 0.0067 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4608e-05 - mae: 0.0067 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4668e-05 - mae: 0.0067 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4703e-05 - mae: 0.0067 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4714e-05 - mae: 0.0067 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4714e-05 - mae: 0.0067 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4703e-05 - mae: 0.0067 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4918e-05 - mae: 0.0067 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5196e-05 - mae: 0.0067 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5447e-05 - mae: 0.0067 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5655e-05 - mae: 0.0067 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5793e-05 - mae: 0.0067 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5907e-05 - mae: 0.0067 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6024e-05 - mae: 0.0068 181/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6141e-05 - mae: 0.0068 186/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6236e-05 - mae: 0.0068 192/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6387e-05 - mae: 0.0068 197/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6708e-05 - mae: 0.0068 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.6996e-05 - mae: 0.0068 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7259e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7491e-05 - mae: 0.0068 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.0663e-05 - mae: 0.0069 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0714e-05 - mae: 0.0069 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0760e-05 - mae: 0.0069 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0801e-05 - mae: 0.0069 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0840e-05 - mae: 0.0069 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0876e-05 - mae: 0.0069 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0910e-05 - mae: 0.0069 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0945e-05 - mae: 0.0069 398/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0976e-05 - mae: 0.0069 403/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1003e-05 - mae: 0.0069 408/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1027e-05 - mae: 0.0069 413/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1050e-05 - mae: 0.0069 418/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1074e-05 - mae: 0.0069 423/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1097e-05 - mae: 0.0069 428/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.1558e-05 - mae: 0.0069 643/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1555e-05 - mae: 0.0069 648/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1553e-05 - mae: 0.0069 653/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1550e-05 - mae: 0.0069 658/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1550e-05 - mae: 0.0069 663/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1552e-05 - mae: 0.0069 668/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1553e-05 - mae: 0.0069 673/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1553e-05 - mae: 0.0069 678/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1552e-05 - mae: 0.0069 683/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1550e-05 - mae: 0.0069 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1549e-05 - mae: 0.0069 693/884 ━━━━━━━━━━━━━━━━━━━━ 2s 11ms/step - loss: 7.1547e-05 - mae: 0.0069 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1545e-05 - mae: 0.0069 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1542e-05 - mae: 0.0069 708/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1538e-05 - mae: 0.0069 714/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1531e-05 - mae: 0.0069 720/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1525e-05 - mae: 0.0069 725/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1518e-05 - mae: 0.0069 730/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1511e-05 - mae: 0.0069 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1504e-05 - mae: 0.0069 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1497e-05 - mae: 0.0069 745/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1491e-05 - mae: 0.0069 750/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1484e-05 - mae: 0.0069 755/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1477e-05 - mae: 0.0069 760/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1469e-05 - mae: 0.0069 764/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1464e-05 - mae: 0.0070 769/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1456e-05 - mae: 0.0070 774/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1448e-05 - mae: 0.0070 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1440e-05 - mae: 0.0070 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1433e-05 - mae: 0.0070 789/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 7.1425e-05 - mae: 0.0070 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1417e-05 - mae: 0.0070 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1409e-05 - mae: 0.0070 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1405e-05 - mae: 0.0070 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1404e-05 - mae: 0.0070 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1401e-05 - mae: 0.0070 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1400e-05 - mae: 0.0070 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1399e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1400e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1401e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1401e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1401e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1401e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1399e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1396e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1394e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1392e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1394e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1396e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 7.1398e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.1399e-05 - mae: 0.0070 - val_loss: 3.0928e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 273/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 2.9292e-05 - mae: 0.0047  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.4542e-05 - mae: 0.0058   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.8604e-05 - mae: 0.0060  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.9468e-05 - mae: 0.0060  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.1371e-05 - mae: 0.0061  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2418e-05 - mae: 0.0062  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2827e-05 - mae: 0.0062  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3277e-05 - mae: 0.0062  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4032e-05 - mae: 0.0063  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4511e-05 - mae: 0.0063  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4796e-05 - mae: 0.0063  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4942e-05 - mae: 0.0063  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5058e-05 - mae: 0.0063  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5214e-05 - mae: 0.0063  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5383e-05 - mae: 0.0063  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5511e-05 - mae: 0.0063  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5652e-05 - mae: 0.0064  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5773e-05 - mae: 0.0064  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5857e-05 - mae: 0.0064 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5892e-05 - mae: 0.0064 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5935e-05 - mae: 0.0064 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5999e-05 - mae: 0.0064 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6037e-05 - mae: 0.0064 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6091e-05 - mae: 0.0064 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6140e-05 - mae: 0.0064 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6222e-05 - mae: 0.0064 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6375e-05 - mae: 0.0064 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6485e-05 - mae: 0.0064 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6578e-05 - mae: 0.0064 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6697e-05 - mae: 0.0065 163/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6861e-05 - mae: 0.0065 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7006e-05 - mae: 0.0065 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7140e-05 - mae: 0.0065 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7306e-05 - mae: 0.0065 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7472e-05 - mae: 0.0065 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7592e-05 - mae: 0.0065 196/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7711e-05 - mae: 0.0065 201/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7805e-05 - mae: 0.0065 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7901e-05 - mae: 0.0065 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8054e-05 - mae: 0.0065 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8173e-05 - mae: 0.0065 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8277e-05 - mae: 0.0066 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8373e-05 - mae: 0.0066 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8464e-05 - mae: 0.0066 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8544e-05 - mae: 0.0066 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8621e-05 - mae: 0.0066 247/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8696e-05 - mae: 0.0066 252/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8773e-05 - mae: 0.0066 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8850e-05 - mae: 0.0066 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8926e-05 - mae: 0.0066 267/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8997e-05 - mae: 0.0066 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9062e-05 - mae: 0.0066 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9120e-05 - mae: 0.0066 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9174e-05 - mae: 0.0066 288/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9229e-05 - mae: 0.0066 294/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9276e-05 - mae: 0.0066 299/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9317e-05 - mae: 0.0066 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9355e-05 - mae: 0.0066 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9389e-05 - mae: 0.0066 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9423e-05 - mae: 0.0066 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9454e-05 - mae: 0.0066 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9488e-05 - mae: 0.0066 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9518e-05 - mae: 0.0066 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9545e-05 - mae: 0.0066 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9572e-05 - mae: 0.0066 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9596e-05 - mae: 0.0066 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9617e-05 - mae: 0.0066 354/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9635e-05 - mae: 0.0067 359/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9686e-05 - mae: 0.0067 364/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9743e-05 - mae: 0.0067 369/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9798e-05 - mae: 0.0067 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9849e-05 - mae: 0.0067 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9900e-05 - mae: 0.0067 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9949e-05 - mae: 0.0067 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0001e-05 - mae: 0.0067 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0051e-05 - mae: 0.0067 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0101e-05 - mae: 0.0067 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0148e-05 - mae: 0.0067 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0198e-05 - mae: 0.0067 414/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0246e-05 - mae: 0.0067 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0293e-05 - mae: 0.0067 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0336e-05 - mae: 0.0067 429/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0378e-05 - mae: 0.0067 434/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0422e-05 - mae: 0.0067 440/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0471e-05 - mae: 0.0067 445/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0510e-05 - mae: 0.0067 450/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.0545e-05 - mae: 0.0067 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.1577e-05 - mae: 0.0067 605/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.1611e-05 - mae: 0.0067 610/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.1643e-05 - mae: 0.0067 615/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.1675e-05 - mae: 0.0067 620/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.1706e-05 - mae: 0.0067 625/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.1755e-05 - mae: 0.0068 630/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.1808e-05 - mae: 0.0068 635/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.1860e-05 - mae: 0.0068 640/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.1918e-05 - mae: 0.0068 645/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.1974e-05 - mae: 0.0068 650/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.2028e-05 - mae: 0.0068 656/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.2094e-05 - mae: 0.0068 661/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.2151e-05 - mae: 0.0068 666/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.2205e-05 - mae: 0.0068 671/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.2258e-05 - mae: 0.0068 676/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.2309e-05 - mae: 0.0068 681/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.2359e-05 - mae: 0.0068 686/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.2407e-05 - mae: 0.0068 691/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.2453e-05 - mae: 0.0068 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2499e-05 - mae: 0.0068 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2543e-05 - mae: 0.0068 706/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2586e-05 - mae: 0.0068 711/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2628e-05 - mae: 0.0068 716/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2669e-05 - mae: 0.0068 721/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2710e-05 - mae: 0.0068 726/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2750e-05 - mae: 0.0068 731/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2789e-05 - mae: 0.0068 736/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2828e-05 - mae: 0.0068 741/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2867e-05 - mae: 0.0068 746/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2905e-05 - mae: 0.0068 751/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2944e-05 - mae: 0.0068 756/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.2982e-05 - mae: 0.0068 761/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.3018e-05 - mae: 0.0068 766/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.3054e-05 - mae: 0.0068 771/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.3089e-05 - mae: 0.0068 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.3125e-05 - mae: 0.0068 781/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.3161e-05 - mae: 0.0068 786/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.3203e-05 - mae: 0.0068 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3247e-05 - mae: 0.0068 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3290e-05 - mae: 0.0068 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3332e-05 - mae: 0.0068 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3373e-05 - mae: 0.0068 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3414e-05 - mae: 0.0068 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3455e-05 - mae: 0.0068 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3494e-05 - mae: 0.0068 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3531e-05 - mae: 0.0068 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3568e-05 - mae: 0.0068 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3604e-05 - mae: 0.0068 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3638e-05 - mae: 0.0068 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3682e-05 - mae: 0.0068 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3718e-05 - mae: 0.0068 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3754e-05 - mae: 0.0068 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3797e-05 - mae: 0.0068 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3838e-05 - mae: 0.0068 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3871e-05 - mae: 0.0068 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3904e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.3935e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.3941e-05 - mae: 0.0068 - val_loss: 3.0920e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 274/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 41s 47ms/step - loss: 7.0050e-05 - mae: 0.0077  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6187e-05 - mae: 0.0066   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.5463e-05 - mae: 0.0066  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.5325e-05 - mae: 0.0066  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5097e-05 - mae: 0.0066  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4717e-05 - mae: 0.0065  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4413e-05 - mae: 0.0065  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3860e-05 - mae: 0.0065  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3566e-05 - mae: 0.0065  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3483e-05 - mae: 0.0065  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3414e-05 - mae: 0.0065  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3456e-05 - mae: 0.0065  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3506e-05 - mae: 0.0065  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3658e-05 - mae: 0.0065  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3963e-05 - mae: 0.0065  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4170e-05 - mae: 0.0065  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4305e-05 - mae: 0.0065  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4495e-05 - mae: 0.0065  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4795e-05 - mae: 0.0066 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5189e-05 - mae: 0.0066 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5597e-05 - mae: 0.0066 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6078e-05 - mae: 0.0066 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6413e-05 - mae: 0.0066 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6766e-05 - mae: 0.0066 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7014e-05 - mae: 0.0066 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7246e-05 - mae: 0.0066 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7468e-05 - mae: 0.0067 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7668e-05 - mae: 0.0067 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7866e-05 - mae: 0.0067 152/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8046e-05 - mae: 0.0067 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8200e-05 - mae: 0.0067 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8373e-05 - mae: 0.0067 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8536e-05 - mae: 0.0067 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8679e-05 - mae: 0.0067 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8813e-05 - mae: 0.0067 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8960e-05 - mae: 0.0067 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9123e-05 - mae: 0.0067 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9279e-05 - mae: 0.0067 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9417e-05 - mae: 0.0068 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 5.9525e-05 - mae: 0.0068 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 5.9655e-05 - mae: 0.0068 211/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 5.9767e-05 - mae: 0.0068 216/884 ━━━━━━━━━━━━━━━━━━━━ 7s 11ms/step - loss: 5.9867e-05 - mae: 0.0068 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 5.9953e-05 - mae: 0.0068 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0028e-05 - mae: 0.0068 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0097e-05 - mae: 0.0068 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0156e-05 - mae: 0.0068 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0205e-05 - mae: 0.0068 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0267e-05 - mae: 0.0068 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0326e-05 - mae: 0.0068 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0387e-05 - mae: 0.0068 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0442e-05 - mae: 0.0068 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0494e-05 - mae: 0.0068 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0541e-05 - mae: 0.0068 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0623e-05 - mae: 0.0068 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0729e-05 - mae: 0.0068 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0829e-05 - mae: 0.0068 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.0924e-05 - mae: 0.0068 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.1026e-05 - mae: 0.0068 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.1123e-05 - mae: 0.0068 306/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.1213e-05 - mae: 0.0068 311/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.1330e-05 - mae: 0.0068 316/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.1450e-05 - mae: 0.0068 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.1571e-05 - mae: 0.0068 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.1685e-05 - mae: 0.0068 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.1793e-05 - mae: 0.0068 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.1896e-05 - mae: 0.0068 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.1998e-05 - mae: 0.0068 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2096e-05 - mae: 0.0068 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2193e-05 - mae: 0.0068 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2290e-05 - mae: 0.0068 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2382e-05 - mae: 0.0068 366/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2468e-05 - mae: 0.0068 371/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2550e-05 - mae: 0.0069 376/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2629e-05 - mae: 0.0069 381/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2704e-05 - mae: 0.0069 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2779e-05 - mae: 0.0069 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2851e-05 - mae: 0.0069 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2921e-05 - mae: 0.0069 401/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.2991e-05 - mae: 0.0069 406/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.3061e-05 - mae: 0.0069 411/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.3133e-05 - mae: 0.0069 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3203e-05 - mae: 0.0069 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3269e-05 - mae: 0.0069 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3335e-05 - mae: 0.0069 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3397e-05 - mae: 0.0069 436/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3457e-05 - mae: 0.0069 441/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3516e-05 - mae: 0.0069 446/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3575e-05 - mae: 0.0069 451/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3635e-05 - mae: 0.0069 456/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3692e-05 - mae: 0.0069 461/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3746e-05 - mae: 0.0069 466/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3802e-05 - mae: 0.0069 471/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3855e-05 - mae: 0.0069 476/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3908e-05 - mae: 0.0069 481/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.3957e-05 - mae: 0.0069 487/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.4014e-05 - mae: 0.0069 492/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.4060e-05 - mae: 0.0069 497/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.4102e-05 - mae: 0.0069 502/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.4144e-05 - mae: 0.0069 507/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.4183e-05 - mae: 0.0069 512/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.4224e-05 - mae: 0.0069 518/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.4275e-05 - mae: 0.0069 524/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.4322e-05 - mae: 0.0069 530/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.4375e-05 - mae: 0.0069 535/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.4420e-05 - mae: 0.0069 540/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.4465e-05 - mae: 0.0069 546/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - loss: 6.4516e-05 - mae: 0.0069 551/884 ━━━━━━━━━━━━━━━━━━━━ 3s 11ms/step - 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loss: 6.6587e-05 - mae: 0.0070 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.6620e-05 - mae: 0.0070 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.6652e-05 - mae: 0.0070 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.6690e-05 - mae: 0.0070 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6719e-05 - mae: 0.0070 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6754e-05 - mae: 0.0070 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6782e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6814e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6841e-05 - mae: 0.0070 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6872e-05 - mae: 0.0070 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6902e-05 - mae: 0.0070 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6930e-05 - mae: 0.0070 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6956e-05 - mae: 0.0070 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6978e-05 - mae: 0.0070 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6999e-05 - mae: 0.0070 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7020e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7040e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7063e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7082e-05 - mae: 0.0070 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7099e-05 - mae: 0.0070 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7115e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.7124e-05 - mae: 0.0070 - val_loss: 3.0948e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 275/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 3.5784e-05 - mae: 0.0054  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 5.7884e-05 - mae: 0.0065   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0934e-05 - mae: 0.0067  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5407e-05 - mae: 0.0069  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6578e-05 - mae: 0.0070  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6896e-05 - mae: 0.0070  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.6907e-05 - mae: 0.0070  37/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 6.7133e-05 - mae: 0.0070  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6887e-05 - mae: 0.0070  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.6520e-05 - mae: 0.0070  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6062e-05 - mae: 0.0070  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5648e-05 - mae: 0.0070  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5319e-05 - mae: 0.0070  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5029e-05 - mae: 0.0070  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4766e-05 - mae: 0.0070  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4477e-05 - mae: 0.0069  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4309e-05 - mae: 0.0069  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4189e-05 - mae: 0.0069  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4151e-05 - mae: 0.0069 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4128e-05 - mae: 0.0069 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4172e-05 - mae: 0.0070 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4226e-05 - mae: 0.0070 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4312e-05 - mae: 0.0070 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4375e-05 - mae: 0.0070 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4446e-05 - mae: 0.0070 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4660e-05 - mae: 0.0070 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5322e-05 - mae: 0.0070 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5913e-05 - mae: 0.0070 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6454e-05 - mae: 0.0070 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6945e-05 - mae: 0.0070 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7370e-05 - mae: 0.0070 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7805e-05 - mae: 0.0070 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8177e-05 - mae: 0.0070 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8449e-05 - mae: 0.0071 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8688e-05 - mae: 0.0071 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8900e-05 - mae: 0.0071 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9184e-05 - mae: 0.0071 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9433e-05 - mae: 0.0071 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9656e-05 - mae: 0.0071 203/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9855e-05 - mae: 0.0071 209/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0075e-05 - mae: 0.0071 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0237e-05 - mae: 0.0071 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0377e-05 - mae: 0.0071 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0494e-05 - mae: 0.0071 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0608e-05 - mae: 0.0071 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0739e-05 - mae: 0.0071 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0831e-05 - mae: 0.0071 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0910e-05 - mae: 0.0071 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0983e-05 - mae: 0.0071 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1050e-05 - mae: 0.0071 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1112e-05 - mae: 0.0071 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1185e-05 - mae: 0.0071 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1233e-05 - mae: 0.0071 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1275e-05 - mae: 0.0071 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1312e-05 - mae: 0.0071 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1337e-05 - mae: 0.0071 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1354e-05 - mae: 0.0071 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1366e-05 - mae: 0.0071 302/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.1373e-05 - mae: 0.0071 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1375e-05 - mae: 0.0071 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1372e-05 - mae: 0.0071 318/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1367e-05 - mae: 0.0071 323/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1366e-05 - mae: 0.0071 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1360e-05 - mae: 0.0071 334/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1353e-05 - mae: 0.0071 339/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1341e-05 - mae: 0.0071 344/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1328e-05 - mae: 0.0071 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1310e-05 - mae: 0.0071 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1292e-05 - mae: 0.0071 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1271e-05 - mae: 0.0071 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1265e-05 - mae: 0.0071 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1260e-05 - mae: 0.0071 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1250e-05 - mae: 0.0071 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1239e-05 - mae: 0.0071 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1228e-05 - mae: 0.0070 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1212e-05 - mae: 0.0070 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.1191e-05 - mae: 0.0070 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1172e-05 - mae: 0.0070 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1151e-05 - mae: 0.0070 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1129e-05 - mae: 0.0070 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1113e-05 - mae: 0.0070 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1111e-05 - mae: 0.0070 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1107e-05 - mae: 0.0070 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1100e-05 - mae: 0.0070 437/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1094e-05 - mae: 0.0070 443/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1089e-05 - mae: 0.0070 448/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1084e-05 - mae: 0.0070 454/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1088e-05 - mae: 0.0070 459/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1106e-05 - mae: 0.0070 464/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1122e-05 - mae: 0.0070 469/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1139e-05 - mae: 0.0070 474/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1157e-05 - mae: 0.0070 479/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1175e-05 - mae: 0.0070 484/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1190e-05 - mae: 0.0070 489/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1203e-05 - mae: 0.0070 494/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1215e-05 - mae: 0.0070 499/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1225e-05 - mae: 0.0070 504/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1235e-05 - mae: 0.0070 509/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1243e-05 - mae: 0.0070 514/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1249e-05 - mae: 0.0070 519/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1254e-05 - mae: 0.0070 524/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1258e-05 - mae: 0.0070 529/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.1288e-05 - mae: 0.0070 608/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1286e-05 - mae: 0.0070 613/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1284e-05 - mae: 0.0070 618/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1282e-05 - mae: 0.0070 623/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1279e-05 - mae: 0.0070 629/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1276e-05 - mae: 0.0070 634/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1273e-05 - mae: 0.0070 639/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1270e-05 - mae: 0.0070 644/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1270e-05 - mae: 0.0070 649/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1271e-05 - mae: 0.0070 654/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1271e-05 - mae: 0.0070 659/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1270e-05 - mae: 0.0070 665/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1270e-05 - mae: 0.0070 670/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1270e-05 - mae: 0.0070 675/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1269e-05 - mae: 0.0070 681/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1269e-05 - mae: 0.0070 686/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1267e-05 - mae: 0.0070 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1266e-05 - mae: 0.0070 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1264e-05 - mae: 0.0070 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1260e-05 - mae: 0.0070 706/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1256e-05 - mae: 0.0070 711/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1252e-05 - mae: 0.0070 716/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1247e-05 - mae: 0.0070 722/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1241e-05 - mae: 0.0070 727/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1236e-05 - mae: 0.0070 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1231e-05 - mae: 0.0070 739/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1228e-05 - mae: 0.0070 744/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1226e-05 - mae: 0.0070 750/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1225e-05 - mae: 0.0070 755/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1223e-05 - mae: 0.0070 760/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1223e-05 - mae: 0.0070 765/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1222e-05 - mae: 0.0070 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1220e-05 - mae: 0.0070 775/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1217e-05 - mae: 0.0070 780/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1215e-05 - mae: 0.0070 785/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1212e-05 - mae: 0.0070 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1209e-05 - mae: 0.0070 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1208e-05 - mae: 0.0070 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1207e-05 - mae: 0.0070 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1205e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1202e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1199e-05 - mae: 0.0070 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1195e-05 - mae: 0.0070 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1191e-05 - mae: 0.0070 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1186e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1182e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1176e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1171e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1168e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1166e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1164e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1162e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1161e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1160e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1158e-05 - mae: 0.0070 - val_loss: 3.0913e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 276/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 3.3488e-05 - mae: 0.0047  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.3085e-05 - mae: 0.0058   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.9478e-05 - mae: 0.0062  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.0613e-05 - mae: 0.0063  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.0680e-05 - mae: 0.0063  27/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.1254e-05 - mae: 0.0063  32/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 5.2995e-05 - mae: 0.0064  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.4394e-05 - mae: 0.0064  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5866e-05 - mae: 0.0065  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7106e-05 - mae: 0.0065  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8053e-05 - mae: 0.0066  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8794e-05 - mae: 0.0066  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9240e-05 - mae: 0.0066  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9669e-05 - mae: 0.0066  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9922e-05 - mae: 0.0066  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0065e-05 - mae: 0.0066  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0231e-05 - mae: 0.0066  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0374e-05 - mae: 0.0067  97/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0527e-05 - mae: 0.0067 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0705e-05 - mae: 0.0067 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0860e-05 - mae: 0.0067 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1026e-05 - mae: 0.0067 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1169e-05 - mae: 0.0067 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1316e-05 - mae: 0.0067 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1438e-05 - mae: 0.0067 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1562e-05 - mae: 0.0067 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1725e-05 - mae: 0.0067 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1887e-05 - mae: 0.0067 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2004e-05 - mae: 0.0067 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2104e-05 - mae: 0.0067 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2221e-05 - mae: 0.0067 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2330e-05 - mae: 0.0067 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2426e-05 - mae: 0.0067 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2480e-05 - mae: 0.0067 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2527e-05 - mae: 0.0067 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2558e-05 - mae: 0.0068 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2578e-05 - mae: 0.0068 198/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2651e-05 - mae: 0.0068 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2775e-05 - mae: 0.0068 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2892e-05 - mae: 0.0068 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3001e-05 - mae: 0.0068 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3094e-05 - mae: 0.0068 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3188e-05 - mae: 0.0068 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3269e-05 - mae: 0.0068 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3346e-05 - mae: 0.0068 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3412e-05 - mae: 0.0068 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3471e-05 - mae: 0.0068 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3545e-05 - mae: 0.0068 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3720e-05 - mae: 0.0068 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3853e-05 - mae: 0.0068 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3978e-05 - mae: 0.0068 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4095e-05 - mae: 0.0068 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4209e-05 - mae: 0.0068 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4313e-05 - mae: 0.0068 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4408e-05 - mae: 0.0068 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4499e-05 - mae: 0.0068 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4602e-05 - mae: 0.0068 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4698e-05 - mae: 0.0068 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4776e-05 - mae: 0.0068 313/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4864e-05 - mae: 0.0068 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4949e-05 - mae: 0.0068 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5016e-05 - mae: 0.0068 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5099e-05 - mae: 0.0068 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5168e-05 - mae: 0.0068 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5236e-05 - mae: 0.0068 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5313e-05 - mae: 0.0068 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5374e-05 - mae: 0.0068 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5434e-05 - mae: 0.0068 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5502e-05 - mae: 0.0068 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5563e-05 - mae: 0.0068 374/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5621e-05 - mae: 0.0068 379/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5667e-05 - mae: 0.0069 384/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5717e-05 - mae: 0.0069 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5781e-05 - mae: 0.0069 395/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5834e-05 - mae: 0.0069 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5895e-05 - mae: 0.0069 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5943e-05 - mae: 0.0069 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5987e-05 - mae: 0.0069 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6033e-05 - mae: 0.0069 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6086e-05 - mae: 0.0069 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6130e-05 - mae: 0.0069 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6175e-05 - mae: 0.0069 437/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6217e-05 - mae: 0.0069 443/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6265e-05 - mae: 0.0069 449/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6313e-05 - mae: 0.0069 455/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6358e-05 - mae: 0.0069 461/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6403e-05 - mae: 0.0069 467/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6447e-05 - mae: 0.0069 473/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6487e-05 - mae: 0.0069 478/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6520e-05 - mae: 0.0069 483/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6552e-05 - mae: 0.0069 489/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6586e-05 - mae: 0.0069 495/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.6616e-05 - mae: 0.0069 500/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.6639e-05 - mae: 0.0069 505/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.6662e-05 - mae: 0.0069 511/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.6690e-05 - mae: 0.0069 516/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 6.6714e-05 - mae: 0.0069 522/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 6.7288e-05 - mae: 0.0069 674/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7302e-05 - mae: 0.0069 680/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7316e-05 - mae: 0.0069 685/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 6.7327e-05 - mae: 0.0069 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7336e-05 - mae: 0.0069 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7346e-05 - mae: 0.0069 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7354e-05 - mae: 0.0069 705/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7362e-05 - mae: 0.0069 710/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7370e-05 - mae: 0.0069 715/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7377e-05 - mae: 0.0069 720/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7382e-05 - mae: 0.0069 725/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7388e-05 - mae: 0.0069 730/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7392e-05 - mae: 0.0069 735/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7396e-05 - mae: 0.0069 740/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - 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loss: 6.7675e-05 - mae: 0.0069 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7689e-05 - mae: 0.0069 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7703e-05 - mae: 0.0069 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7717e-05 - mae: 0.0069 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7730e-05 - mae: 0.0069 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7743e-05 - mae: 0.0069 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7755e-05 - mae: 0.0069 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7767e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7782e-05 - mae: 0.0069 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7797e-05 - mae: 0.0069 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7813e-05 - mae: 0.0069 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7828e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7842e-05 - mae: 0.0069 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7856e-05 - mae: 0.0069 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7869e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7883e-05 - mae: 0.0069 - val_loss: 3.0920e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 277/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 4.4105e-05 - mae: 0.0064  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 5.7933e-05 - mae: 0.0064   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.9147e-05 - mae: 0.0065  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2465e-05 - mae: 0.0067  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2950e-05 - mae: 0.0068  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2432e-05 - mae: 0.0068  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2112e-05 - mae: 0.0068  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2085e-05 - mae: 0.0068  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2074e-05 - mae: 0.0068  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2129e-05 - mae: 0.0068  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2277e-05 - mae: 0.0068  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2356e-05 - mae: 0.0068  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2522e-05 - mae: 0.0068  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2557e-05 - mae: 0.0068  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2477e-05 - mae: 0.0068  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2403e-05 - mae: 0.0068  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2327e-05 - mae: 0.0068  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2296e-05 - mae: 0.0068  95/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2218e-05 - mae: 0.0068 100/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2139e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2080e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2011e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1999e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1980e-05 - mae: 0.0068 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1954e-05 - mae: 0.0068 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1951e-05 - mae: 0.0068 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2446e-05 - mae: 0.0068 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3004e-05 - mae: 0.0068 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3493e-05 - mae: 0.0068 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4024e-05 - mae: 0.0068 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4520e-05 - mae: 0.0068 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4964e-05 - mae: 0.0068 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5444e-05 - mae: 0.0068 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5805e-05 - mae: 0.0068 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6128e-05 - mae: 0.0068 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6466e-05 - mae: 0.0068 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6708e-05 - mae: 0.0068 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6920e-05 - mae: 0.0068 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7107e-05 - mae: 0.0068 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7269e-05 - mae: 0.0068 208/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7410e-05 - mae: 0.0068 213/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7533e-05 - mae: 0.0068 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7640e-05 - mae: 0.0068 223/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7739e-05 - mae: 0.0068 228/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7854e-05 - mae: 0.0068 234/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8094e-05 - mae: 0.0068 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8273e-05 - mae: 0.0068 244/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8431e-05 - mae: 0.0068 249/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8578e-05 - mae: 0.0068 254/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8721e-05 - mae: 0.0069 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8889e-05 - mae: 0.0069 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9016e-05 - mae: 0.0069 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9133e-05 - mae: 0.0069 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9245e-05 - mae: 0.0069 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9351e-05 - mae: 0.0069 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9450e-05 - mae: 0.0069 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9564e-05 - mae: 0.0069 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9652e-05 - mae: 0.0069 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.9738e-05 - mae: 0.0069 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9834e-05 - mae: 0.0069 312/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9911e-05 - mae: 0.0069 317/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.9978e-05 - mae: 0.0069 322/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0040e-05 - mae: 0.0069 328/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0111e-05 - mae: 0.0069 333/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0163e-05 - mae: 0.0069 338/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0212e-05 - mae: 0.0069 343/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0264e-05 - mae: 0.0069 349/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0324e-05 - mae: 0.0069 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0381e-05 - mae: 0.0069 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0428e-05 - mae: 0.0069 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0471e-05 - mae: 0.0069 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0510e-05 - mae: 0.0069 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0545e-05 - mae: 0.0069 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0578e-05 - mae: 0.0069 386/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0614e-05 - mae: 0.0069 391/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0661e-05 - mae: 0.0069 396/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0710e-05 - mae: 0.0069 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0761e-05 - mae: 0.0069 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0809e-05 - mae: 0.0069 411/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0851e-05 - mae: 0.0069 416/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0888e-05 - mae: 0.0069 421/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0924e-05 - mae: 0.0069 426/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0958e-05 - mae: 0.0069 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.0995e-05 - mae: 0.0069 438/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1027e-05 - mae: 0.0069 443/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1050e-05 - mae: 0.0069 448/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1071e-05 - mae: 0.0069 453/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1091e-05 - mae: 0.0069 458/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1108e-05 - mae: 0.0069 463/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1122e-05 - mae: 0.0069 468/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1134e-05 - mae: 0.0069 474/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1146e-05 - mae: 0.0069 480/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1158e-05 - mae: 0.0069 485/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.1167e-05 - mae: 0.0069 490/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.1197e-05 - mae: 0.0069 569/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1192e-05 - mae: 0.0069 574/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1187e-05 - mae: 0.0069 579/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1180e-05 - mae: 0.0069 585/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1171e-05 - mae: 0.0069 590/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - loss: 7.1169e-05 - mae: 0.0069 595/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1165e-05 - mae: 0.0069 600/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1164e-05 - mae: 0.0069 605/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1165e-05 - mae: 0.0069 610/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1163e-05 - mae: 0.0069 616/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1162e-05 - mae: 0.0069 621/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1163e-05 - mae: 0.0069 626/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1164e-05 - mae: 0.0069 632/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1164e-05 - mae: 0.0069 637/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1164e-05 - mae: 0.0069 643/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1164e-05 - mae: 0.0069 648/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1163e-05 - mae: 0.0069 653/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1161e-05 - mae: 0.0069 658/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1157e-05 - mae: 0.0069 663/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1151e-05 - mae: 0.0069 668/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1145e-05 - mae: 0.0069 673/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1139e-05 - mae: 0.0069 678/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1132e-05 - mae: 0.0069 683/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1125e-05 - mae: 0.0069 688/884 ━━━━━━━━━━━━━━━━━━━━ 2s 10ms/step - loss: 7.1118e-05 - mae: 0.0069 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1110e-05 - mae: 0.0069 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1101e-05 - mae: 0.0069 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1091e-05 - mae: 0.0069 708/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1081e-05 - mae: 0.0069 713/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1072e-05 - mae: 0.0069 718/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1062e-05 - mae: 0.0069 723/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1051e-05 - mae: 0.0069 728/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1041e-05 - mae: 0.0069 733/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1032e-05 - mae: 0.0069 738/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1025e-05 - mae: 0.0069 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1019e-05 - mae: 0.0069 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1013e-05 - mae: 0.0069 753/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1007e-05 - mae: 0.0069 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.1000e-05 - mae: 0.0069 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0993e-05 - mae: 0.0069 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0986e-05 - mae: 0.0069 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0979e-05 - mae: 0.0069 778/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0972e-05 - mae: 0.0069 783/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 7.0964e-05 - mae: 0.0069 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0955e-05 - mae: 0.0069 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0946e-05 - mae: 0.0069 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0940e-05 - mae: 0.0069 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0935e-05 - mae: 0.0069 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0929e-05 - mae: 0.0069 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0924e-05 - mae: 0.0069 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0919e-05 - mae: 0.0069 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0914e-05 - mae: 0.0069 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0909e-05 - mae: 0.0069 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0902e-05 - mae: 0.0069 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0896e-05 - mae: 0.0069 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0889e-05 - mae: 0.0069 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0880e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0873e-05 - mae: 0.0069 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0866e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0858e-05 - mae: 0.0069 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0850e-05 - mae: 0.0069 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0841e-05 - mae: 0.0069 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0832e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0828e-05 - mae: 0.0069 - val_loss: 3.0898e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 278/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 2.8133e-05 - mae: 0.0047  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 4.3514e-05 - mae: 0.0060   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9273e-05 - mae: 0.0063  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2459e-05 - mae: 0.0065  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9036e-05 - mae: 0.0067  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3657e-05 - mae: 0.0069  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6168e-05 - mae: 0.0069  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8129e-05 - mae: 0.0070  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9435e-05 - mae: 0.0070  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0678e-05 - mae: 0.0070  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1624e-05 - mae: 0.0070  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2325e-05 - mae: 0.0070  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2822e-05 - mae: 0.0070  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3052e-05 - mae: 0.0070  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3185e-05 - mae: 0.0070  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3353e-05 - mae: 0.0070  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3547e-05 - mae: 0.0070  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3668e-05 - mae: 0.0070  94/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3737e-05 - mae: 0.0070  99/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3822e-05 - mae: 0.0070 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3960e-05 - mae: 0.0070 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4020e-05 - mae: 0.0071 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4024e-05 - mae: 0.0071 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3997e-05 - mae: 0.0071 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3950e-05 - mae: 0.0071 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3923e-05 - mae: 0.0071 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3910e-05 - mae: 0.0071 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3894e-05 - mae: 0.0071 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3857e-05 - mae: 0.0071 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3859e-05 - mae: 0.0071 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3839e-05 - mae: 0.0071 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3799e-05 - mae: 0.0071 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3741e-05 - mae: 0.0071 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3684e-05 - mae: 0.0071 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3636e-05 - mae: 0.0071 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3572e-05 - mae: 0.0071 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3507e-05 - mae: 0.0071 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3432e-05 - mae: 0.0071 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3356e-05 - mae: 0.0071 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3284e-05 - mae: 0.0071 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3222e-05 - mae: 0.0071 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3157e-05 - mae: 0.0071 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3088e-05 - mae: 0.0071 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3019e-05 - mae: 0.0071 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2957e-05 - mae: 0.0071 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2922e-05 - mae: 0.0071 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2888e-05 - mae: 0.0071 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2850e-05 - mae: 0.0071 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2813e-05 - mae: 0.0071 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2775e-05 - mae: 0.0071 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2726e-05 - mae: 0.0071 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2680e-05 - mae: 0.0071 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2630e-05 - mae: 0.0071 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2581e-05 - mae: 0.0071 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2531e-05 - mae: 0.0071 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2482e-05 - mae: 0.0071 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2423e-05 - mae: 0.0071 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2374e-05 - mae: 0.0071 297/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2342e-05 - mae: 0.0071 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.2305e-05 - mae: 0.0071 307/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - 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loss: 6.9830e-05 - mae: 0.0070 - val_loss: 3.0908e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 279/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 5.8943e-05 - mae: 0.0065  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.4717e-05 - mae: 0.0059   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.4659e-05 - mae: 0.0059  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.6128e-05 - mae: 0.0060  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.6997e-05 - mae: 0.0061  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7658e-05 - mae: 0.0061  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.8692e-05 - mae: 0.0062  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9403e-05 - mae: 0.0063  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.9814e-05 - mae: 0.0063  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0035e-05 - mae: 0.0063  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0348e-05 - mae: 0.0063  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0702e-05 - mae: 0.0064  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1079e-05 - mae: 0.0064  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1355e-05 - mae: 0.0064  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1592e-05 - mae: 0.0064  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1904e-05 - mae: 0.0064  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2293e-05 - mae: 0.0065  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2623e-05 - mae: 0.0065  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2976e-05 - mae: 0.0065 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3318e-05 - mae: 0.0065 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.3657e-05 - mae: 0.0065 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.3932e-05 - mae: 0.0065 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4194e-05 - mae: 0.0065 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4454e-05 - mae: 0.0066 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4637e-05 - mae: 0.0066 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.4807e-05 - mae: 0.0066 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5004e-05 - mae: 0.0066 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5214e-05 - mae: 0.0066 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5416e-05 - mae: 0.0066 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5639e-05 - mae: 0.0066 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.5859e-05 - mae: 0.0066 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6089e-05 - mae: 0.0066 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6257e-05 - mae: 0.0066 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6439e-05 - mae: 0.0067 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6596e-05 - mae: 0.0067 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6739e-05 - mae: 0.0067 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.6910e-05 - mae: 0.0067 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7037e-05 - mae: 0.0067 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7156e-05 - mae: 0.0067 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7276e-05 - mae: 0.0067 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7480e-05 - mae: 0.0067 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7719e-05 - mae: 0.0067 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.7911e-05 - mae: 0.0067 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8106e-05 - mae: 0.0067 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8283e-05 - mae: 0.0067 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8445e-05 - mae: 0.0067 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8590e-05 - mae: 0.0067 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8732e-05 - mae: 0.0067 257/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.8890e-05 - mae: 0.0068 262/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9011e-05 - mae: 0.0068 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9151e-05 - mae: 0.0068 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9285e-05 - mae: 0.0068 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9389e-05 - mae: 0.0068 284/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9486e-05 - mae: 0.0068 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9599e-05 - mae: 0.0068 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 5.9705e-05 - mae: 0.0068 302/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9804e-05 - mae: 0.0068 308/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9901e-05 - mae: 0.0068 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 5.9999e-05 - mae: 0.0068 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0087e-05 - mae: 0.0068 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0154e-05 - mae: 0.0068 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0214e-05 - mae: 0.0068 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0268e-05 - mae: 0.0068 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0318e-05 - mae: 0.0068 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0381e-05 - mae: 0.0068 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0434e-05 - mae: 0.0068 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0485e-05 - mae: 0.0068 361/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0537e-05 - mae: 0.0068 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0608e-05 - mae: 0.0068 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0685e-05 - mae: 0.0068 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0744e-05 - mae: 0.0068 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0798e-05 - mae: 0.0068 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.0896e-05 - mae: 0.0068 393/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1021e-05 - mae: 0.0068 398/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1140e-05 - mae: 0.0068 403/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1254e-05 - mae: 0.0068 408/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1363e-05 - mae: 0.0068 413/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1466e-05 - mae: 0.0068 419/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1582e-05 - mae: 0.0068 424/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1673e-05 - mae: 0.0068 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.1789e-05 - mae: 0.0068 435/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.6105e-05 - mae: 0.0069 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6122e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.6136e-05 - mae: 0.0069 - val_loss: 3.0928e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 280/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 7.1485e-05 - mae: 0.0083  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 7.1605e-05 - mae: 0.0071   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5728e-05 - mae: 0.0068  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3267e-05 - mae: 0.0067  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2045e-05 - mae: 0.0067  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1372e-05 - mae: 0.0067  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0375e-05 - mae: 0.0067  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9592e-05 - mae: 0.0067  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9044e-05 - mae: 0.0067  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8644e-05 - mae: 0.0067  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8260e-05 - mae: 0.0066  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8052e-05 - mae: 0.0066  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7803e-05 - mae: 0.0066  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7537e-05 - mae: 0.0066  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7286e-05 - mae: 0.0066  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7090e-05 - mae: 0.0066  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7055e-05 - mae: 0.0066  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7101e-05 - mae: 0.0066  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7137e-05 - mae: 0.0066 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7187e-05 - mae: 0.0066 106/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7252e-05 - mae: 0.0066 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7318e-05 - mae: 0.0066 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7384e-05 - mae: 0.0066 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7452e-05 - mae: 0.0066 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7486e-05 - mae: 0.0066 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7507e-05 - mae: 0.0066 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7535e-05 - mae: 0.0066 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7580e-05 - mae: 0.0067 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7628e-05 - mae: 0.0067 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7676e-05 - mae: 0.0067 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7719e-05 - mae: 0.0067 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7775e-05 - mae: 0.0067 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7847e-05 - mae: 0.0067 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7913e-05 - mae: 0.0067 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8217e-05 - mae: 0.0067 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.8758e-05 - mae: 0.0067 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9347e-05 - mae: 0.0067 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.9796e-05 - mae: 0.0067 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.0223e-05 - mae: 0.0067 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0619e-05 - mae: 0.0067 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.0986e-05 - mae: 0.0067 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1321e-05 - mae: 0.0067 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1637e-05 - mae: 0.0067 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.1946e-05 - mae: 0.0067 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2239e-05 - mae: 0.0067 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2512e-05 - mae: 0.0068 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.2768e-05 - mae: 0.0068 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3008e-05 - mae: 0.0068 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3235e-05 - mae: 0.0068 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3448e-05 - mae: 0.0068 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3669e-05 - mae: 0.0068 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.0964e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0968e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0972e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0976e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0980e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0984e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0989e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0993e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.0997e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.0998e-05 - mae: 0.0070 - val_loss: 3.0972e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 281/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 1.0296e-04 - mae: 0.0097  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 8.2313e-05 - mae: 0.0087   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8864e-05 - mae: 0.0084  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7197e-05 - mae: 0.0082  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8232e-05 - mae: 0.0081  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8121e-05 - mae: 0.0080  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7542e-05 - mae: 0.0079  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6995e-05 - mae: 0.0079  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6800e-05 - mae: 0.0078  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7662e-05 - mae: 0.0078  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8119e-05 - mae: 0.0078  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8229e-05 - mae: 0.0078  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8136e-05 - mae: 0.0078  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7937e-05 - mae: 0.0078  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7745e-05 - mae: 0.0078  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7491e-05 - mae: 0.0077  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7158e-05 - mae: 0.0077  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6783e-05 - mae: 0.0077  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6521e-05 - mae: 0.0077  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6388e-05 - mae: 0.0076 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6330e-05 - mae: 0.0076 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6272e-05 - mae: 0.0076 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6230e-05 - mae: 0.0076 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6155e-05 - mae: 0.0076 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6076e-05 - mae: 0.0076 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5969e-05 - mae: 0.0076 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5841e-05 - mae: 0.0076 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5788e-05 - mae: 0.0076 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5770e-05 - mae: 0.0076 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5733e-05 - mae: 0.0075 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5723e-05 - mae: 0.0075 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.5967e-05 - mae: 0.0075 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6327e-05 - mae: 0.0075 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.6732e-05 - mae: 0.0075 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7215e-05 - mae: 0.0075 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.7645e-05 - mae: 0.0075 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8045e-05 - mae: 0.0075 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8456e-05 - mae: 0.0075 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.8753e-05 - mae: 0.0075 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9013e-05 - mae: 0.0075 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9242e-05 - mae: 0.0075 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9439e-05 - mae: 0.0075 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9610e-05 - mae: 0.0075 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.9756e-05 - mae: 0.0075 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.5405e-05 - mae: 0.0071 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5378e-05 - mae: 0.0071 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5350e-05 - mae: 0.0071 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5323e-05 - mae: 0.0071 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5291e-05 - mae: 0.0071 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5266e-05 - mae: 0.0071 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5242e-05 - mae: 0.0071 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5217e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5193e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5168e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5143e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5113e-05 - mae: 0.0071 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5088e-05 - mae: 0.0071 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.5062e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.5042e-05 - mae: 0.0071 - val_loss: 3.0937e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 282/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 7.8995e-05 - mae: 0.0082  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.5608e-05 - mae: 0.0071   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3281e-05 - mae: 0.0070  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2850e-05 - mae: 0.0069  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3437e-05 - mae: 0.0070  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3643e-05 - mae: 0.0070  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3701e-05 - mae: 0.0070  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3704e-05 - mae: 0.0070  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7270e-05 - mae: 0.0071  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1721e-05 - mae: 0.0071  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4825e-05 - mae: 0.0072  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7280e-05 - mae: 0.0072  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9377e-05 - mae: 0.0072  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1026e-05 - mae: 0.0072  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3089e-05 - mae: 0.0072  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.4754e-05 - mae: 0.0073  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.6241e-05 - mae: 0.0073  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.7119e-05 - mae: 0.0073  96/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7748e-05 - mae: 0.0073 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8183e-05 - mae: 0.0073 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8474e-05 - mae: 0.0073 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8729e-05 - mae: 0.0073 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8919e-05 - mae: 0.0073 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8997e-05 - mae: 0.0073 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8994e-05 - mae: 0.0073 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8954e-05 - mae: 0.0073 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8890e-05 - mae: 0.0073 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8787e-05 - mae: 0.0073 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8650e-05 - mae: 0.0073 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8496e-05 - mae: 0.0072 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8331e-05 - mae: 0.0072 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.8161e-05 - mae: 0.0072 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7948e-05 - mae: 0.0072 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7764e-05 - mae: 0.0072 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7575e-05 - mae: 0.0072 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7350e-05 - mae: 0.0072 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 8.7109e-05 - mae: 0.0072 197/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.6902e-05 - mae: 0.0072 202/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 8.6690e-05 - mae: 0.0072 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.6328e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.6291e-05 - mae: 0.0071 - val_loss: 3.0907e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 283/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 49ms/step - loss: 4.8723e-05 - mae: 0.0073  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.4548e-05 - mae: 0.0078   13/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.1225e-05 - mae: 0.0074  19/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1290e-05 - mae: 0.0074  25/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1351e-05 - mae: 0.0073  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2269e-05 - mae: 0.0073  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3730e-05 - mae: 0.0073  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4522e-05 - mae: 0.0073  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4771e-05 - mae: 0.0073  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4943e-05 - mae: 0.0072  60/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5172e-05 - mae: 0.0072  66/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5319e-05 - mae: 0.0072  71/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5320e-05 - mae: 0.0072  76/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5226e-05 - mae: 0.0072  81/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5100e-05 - mae: 0.0072  87/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4956e-05 - mae: 0.0072  93/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4858e-05 - mae: 0.0071  99/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4742e-05 - mae: 0.0071 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4634e-05 - mae: 0.0071 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4497e-05 - mae: 0.0071 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4348e-05 - mae: 0.0071 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4270e-05 - mae: 0.0071 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4172e-05 - mae: 0.0071 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4098e-05 - mae: 0.0071 137/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4060e-05 - mae: 0.0071 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4105e-05 - mae: 0.0071 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4257e-05 - mae: 0.0071 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4376e-05 - mae: 0.0071 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4509e-05 - mae: 0.0071 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4636e-05 - mae: 0.0071 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4731e-05 - mae: 0.0071 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4809e-05 - mae: 0.0071 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4860e-05 - mae: 0.0071 184/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4893e-05 - mae: 0.0071 189/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4918e-05 - mae: 0.0071 194/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4934e-05 - mae: 0.0071 199/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4945e-05 - mae: 0.0071 204/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4956e-05 - mae: 0.0071 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7705e-05 - mae: 0.0070 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7726e-05 - mae: 0.0070 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7747e-05 - mae: 0.0070 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7767e-05 - mae: 0.0070 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7785e-05 - mae: 0.0070 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7806e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7822e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7838e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7853e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7870e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7887e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7904e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7921e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7937e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7953e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7972e-05 - mae: 0.0070 - val_loss: 3.0898e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 284/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 41ms/step - loss: 6.2500e-05 - mae: 0.0082  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 3.2569e-04 - mae: 0.0092   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.6519e-04 - mae: 0.0087  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.2729e-04 - mae: 0.0083  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 2.0199e-04 - mae: 0.0080  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.8613e-04 - mae: 0.0079  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.7120e-04 - mae: 0.0077  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.6112e-04 - mae: 0.0075  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.5274e-04 - mae: 0.0074  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.4576e-04 - mae: 0.0074  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3996e-04 - mae: 0.0073  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.3415e-04 - mae: 0.0073  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2998e-04 - mae: 0.0072  71/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2573e-04 - mae: 0.0072  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2278e-04 - mae: 0.0072  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.2021e-04 - mae: 0.0072  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1792e-04 - mae: 0.0072  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1584e-04 - mae: 0.0072  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 1.1388e-04 - mae: 0.0072 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1203e-04 - mae: 0.0072 106/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.1031e-04 - mae: 0.0071 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0869e-04 - mae: 0.0071 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0721e-04 - mae: 0.0071 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0587e-04 - mae: 0.0071 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0466e-04 - mae: 0.0071 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0351e-04 - mae: 0.0071 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0243e-04 - mae: 0.0071 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0139e-04 - mae: 0.0071 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 1.0041e-04 - mae: 0.0071 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.9525e-05 - mae: 0.0071 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.8665e-05 - mae: 0.0071 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.7665e-05 - mae: 0.0071 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6874e-05 - mae: 0.0070 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.6128e-05 - mae: 0.0070 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.5415e-05 - mae: 0.0070 182/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4731e-05 - mae: 0.0070 187/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.4066e-05 - mae: 0.0070 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 9.3480e-05 - mae: 0.0070 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.8032e-05 - mae: 0.0070 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7987e-05 - mae: 0.0070 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7942e-05 - mae: 0.0070 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7897e-05 - mae: 0.0070 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7844e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.7791e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.7782e-05 - mae: 0.0070 - val_loss: 3.0914e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 285/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 1.1151e-04 - mae: 0.0119  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2527e-05 - mae: 0.0085   12/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 6.6277e-05 - mae: 0.0078  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2507e-05 - mae: 0.0075  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0905e-05 - mae: 0.0073  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0114e-05 - mae: 0.0072  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9640e-05 - mae: 0.0071  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9069e-05 - mae: 0.0070  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8570e-05 - mae: 0.0070  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8158e-05 - mae: 0.0069  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7738e-05 - mae: 0.0069  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7358e-05 - mae: 0.0068  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7124e-05 - mae: 0.0068  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.7013e-05 - mae: 0.0068  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.6972e-05 - mae: 0.0068  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6903e-05 - mae: 0.0068  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6818e-05 - mae: 0.0067  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6721e-05 - mae: 0.0067  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6666e-05 - mae: 0.0067 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6665e-05 - mae: 0.0067 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6687e-05 - mae: 0.0067 110/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6815e-05 - mae: 0.0067 115/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6979e-05 - mae: 0.0067 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7101e-05 - mae: 0.0067 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7239e-05 - mae: 0.0067 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7324e-05 - mae: 0.0067 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7399e-05 - mae: 0.0067 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7464e-05 - mae: 0.0067 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7509e-05 - mae: 0.0067 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7544e-05 - mae: 0.0067 157/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7607e-05 - mae: 0.0067 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7639e-05 - mae: 0.0067 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 5.7672e-05 - mae: 0.0067 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.7628e-05 - mae: 0.0069 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7659e-05 - mae: 0.0069 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7683e-05 - mae: 0.0069 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7712e-05 - mae: 0.0069 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7739e-05 - mae: 0.0069 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7760e-05 - mae: 0.0069 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7781e-05 - mae: 0.0069 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7802e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7825e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7843e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7862e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7873e-05 - mae: 0.0069 - val_loss: 3.0920e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 286/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 30s 35ms/step - loss: 4.4241e-05 - mae: 0.0057  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 4.8456e-05 - mae: 0.0060   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.1446e-05 - mae: 0.0063  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4064e-05 - mae: 0.0065  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5299e-05 - mae: 0.0066  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6332e-05 - mae: 0.0066  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6992e-05 - mae: 0.0067  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8221e-05 - mae: 0.0067  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9069e-05 - mae: 0.0067  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9700e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0110e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0411e-05 - mae: 0.0068  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0706e-05 - mae: 0.0068  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0906e-05 - mae: 0.0068  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1043e-05 - mae: 0.0068  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1215e-05 - mae: 0.0069  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1364e-05 - mae: 0.0069  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1482e-05 - mae: 0.0069  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1886e-05 - mae: 0.0069  99/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2534e-05 - mae: 0.0069 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3094e-05 - mae: 0.0069 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3603e-05 - mae: 0.0069 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4063e-05 - mae: 0.0069 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4451e-05 - mae: 0.0070 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4802e-05 - mae: 0.0070 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5138e-05 - mae: 0.0070 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5474e-05 - mae: 0.0070 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5883e-05 - mae: 0.0070 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.1601e-05 - mae: 0.0071 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1609e-05 - mae: 0.0071 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1615e-05 - mae: 0.0071 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1619e-05 - mae: 0.0071 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1623e-05 - mae: 0.0071 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1626e-05 - mae: 0.0071 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1628e-05 - mae: 0.0071 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1629e-05 - mae: 0.0071 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1630e-05 - mae: 0.0071 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1630e-05 - mae: 0.0071 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1630e-05 - mae: 0.0071 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1630e-05 - mae: 0.0071 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1629e-05 - mae: 0.0071 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1627e-05 - mae: 0.0071 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1624e-05 - mae: 0.0071 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1621e-05 - mae: 0.0071 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1617e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1613e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1613e-05 - mae: 0.0071 - val_loss: 3.0868e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 287/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 42s 48ms/step - loss: 9.5488e-05 - mae: 0.0084  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 8.0295e-05 - mae: 0.0080   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 7.7322e-05 - mae: 0.0077  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.4714e-05 - mae: 0.0076  21/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2856e-05 - mae: 0.0075  26/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1622e-05 - mae: 0.0074  31/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0847e-05 - mae: 0.0074  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0308e-05 - mae: 0.0074  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9819e-05 - mae: 0.0074  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9318e-05 - mae: 0.0074  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8978e-05 - mae: 0.0073  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8784e-05 - mae: 0.0073  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8618e-05 - mae: 0.0073  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8495e-05 - mae: 0.0073  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8321e-05 - mae: 0.0073  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8083e-05 - mae: 0.0073  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7953e-05 - mae: 0.0073  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8010e-05 - mae: 0.0073  97/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8132e-05 - mae: 0.0073 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8194e-05 - mae: 0.0073 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8238e-05 - mae: 0.0073 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 6.9516e-05 - mae: 0.0071 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9521e-05 - mae: 0.0071 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9527e-05 - mae: 0.0071 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9534e-05 - mae: 0.0071 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9540e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.9545e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.9546e-05 - mae: 0.0071 - val_loss: 3.0896e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 288/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 34s 40ms/step - loss: 4.4754e-05 - mae: 0.0060  6/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.0734e-05 - mae: 0.0057   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.5054e-05 - mae: 0.0060  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.6056e-05 - mae: 0.0060  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.6763e-05 - mae: 0.0060  26/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.7978e-05 - mae: 0.0061  31/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.9672e-05 - mae: 0.0062  36/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 5.1160e-05 - mae: 0.0063  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2548e-05 - mae: 0.0064  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3321e-05 - mae: 0.0065  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3797e-05 - mae: 0.0065  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4095e-05 - mae: 0.0065  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4230e-05 - mae: 0.0065  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4346e-05 - mae: 0.0065  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4447e-05 - mae: 0.0065  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4548e-05 - mae: 0.0065  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4687e-05 - mae: 0.0065  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4800e-05 - mae: 0.0065  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5080e-05 - mae: 0.0066  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 6.7709e-05 - mae: 0.0069 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7727e-05 - mae: 0.0069 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7749e-05 - mae: 0.0069 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7770e-05 - mae: 0.0069 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7788e-05 - mae: 0.0069 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7805e-05 - mae: 0.0069 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7825e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7840e-05 - mae: 0.0069 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7858e-05 - mae: 0.0069 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7875e-05 - mae: 0.0069 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7890e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7903e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7917e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7929e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7937e-05 - mae: 0.0069 - val_loss: 3.0892e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 289/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 4.7040e-05 - mae: 0.0057  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 7.6301e-05 - mae: 0.0068   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5267e-05 - mae: 0.0068  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2322e-05 - mae: 0.0067  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0991e-05 - mae: 0.0067  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9610e-05 - mae: 0.0067  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8533e-05 - mae: 0.0067  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7828e-05 - mae: 0.0067  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7135e-05 - mae: 0.0067  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6711e-05 - mae: 0.0067  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6127e-05 - mae: 0.0067  61/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5594e-05 - mae: 0.0066  66/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5052e-05 - mae: 0.0066  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4445e-05 - mae: 0.0066  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3964e-05 - mae: 0.0066  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3451e-05 - mae: 0.0066  89/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2967e-05 - mae: 0.0066  94/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2589e-05 - mae: 0.0066  99/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2262e-05 - mae: 0.0066 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1996e-05 - mae: 0.0065 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1779e-05 - mae: 0.0065 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1668e-05 - mae: 0.0065 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1734e-05 - mae: 0.0065 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2180e-05 - mae: 0.0065 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2503e-05 - mae: 0.0066 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2849e-05 - mae: 0.0066 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3100e-05 - mae: 0.0066 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3319e-05 - mae: 0.0066 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3536e-05 - mae: 0.0066 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4044e-05 - mae: 0.0066 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4831e-05 - mae: 0.0066 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5561e-05 - mae: 0.0066 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6121e-05 - mae: 0.0066 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6629e-05 - mae: 0.0066 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7119e-05 - mae: 0.0066 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7575e-05 - mae: 0.0066 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7990e-05 - mae: 0.0066 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8362e-05 - mae: 0.0067 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8704e-05 - mae: 0.0067 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.3418e-05 - mae: 0.0068 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3474e-05 - mae: 0.0068 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3524e-05 - mae: 0.0068 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3568e-05 - mae: 0.0068 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3610e-05 - mae: 0.0068 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3650e-05 - mae: 0.0068 382/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3686e-05 - mae: 0.0068 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3727e-05 - mae: 0.0068 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3768e-05 - mae: 0.0068 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3800e-05 - mae: 0.0068 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3826e-05 - mae: 0.0068 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3849e-05 - mae: 0.0068 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3865e-05 - mae: 0.0068 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3878e-05 - mae: 0.0068 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3891e-05 - mae: 0.0068 431/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3907e-05 - mae: 0.0068 437/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3920e-05 - mae: 0.0068 442/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3927e-05 - mae: 0.0068 448/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3934e-05 - mae: 0.0068 453/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3937e-05 - mae: 0.0068 458/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3937e-05 - mae: 0.0068 463/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3934e-05 - mae: 0.0068 468/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3929e-05 - mae: 0.0068 474/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3920e-05 - mae: 0.0068 479/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3909e-05 - mae: 0.0068 484/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3900e-05 - mae: 0.0068 490/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3889e-05 - mae: 0.0068 495/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.3879e-05 - mae: 0.0069 500/884 ━━━━━━━━━━━━━━━━━━━━ 3s 10ms/step - 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loss: 7.3404e-05 - mae: 0.0069 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3388e-05 - mae: 0.0069 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3367e-05 - mae: 0.0069 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3350e-05 - mae: 0.0069 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3333e-05 - mae: 0.0069 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3311e-05 - mae: 0.0069 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3293e-05 - mae: 0.0069 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3274e-05 - mae: 0.0069 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3257e-05 - mae: 0.0069 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3239e-05 - mae: 0.0069 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3221e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3198e-05 - mae: 0.0069 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3175e-05 - mae: 0.0069 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3155e-05 - mae: 0.0069 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3131e-05 - mae: 0.0069 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3110e-05 - mae: 0.0069 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3090e-05 - mae: 0.0069 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3070e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.3058e-05 - mae: 0.0069 - val_loss: 3.0897e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 290/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 42ms/step - loss: 8.3472e-05 - mae: 0.0074  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 6.8528e-05 - mae: 0.0067   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6712e-05 - mae: 0.0069  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7945e-05 - mae: 0.0070  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9526e-05 - mae: 0.0070  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0557e-05 - mae: 0.0071  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0638e-05 - mae: 0.0071  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0282e-05 - mae: 0.0071  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9949e-05 - mae: 0.0071  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9386e-05 - mae: 0.0070  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8928e-05 - mae: 0.0070  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8479e-05 - mae: 0.0070  63/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9433e-05 - mae: 0.0070  68/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0027e-05 - mae: 0.0070  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0423e-05 - mae: 0.0070  78/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0664e-05 - mae: 0.0070  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0782e-05 - mae: 0.0070  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0826e-05 - mae: 0.0070  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0839e-05 - mae: 0.0070  99/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0774e-05 - mae: 0.0070 104/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0713e-05 - mae: 0.0070 109/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0624e-05 - mae: 0.0070 114/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0527e-05 - mae: 0.0070 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0447e-05 - mae: 0.0070 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0383e-05 - mae: 0.0070 129/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0319e-05 - mae: 0.0070 134/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0230e-05 - mae: 0.0070 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0112e-05 - mae: 0.0070 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0017e-05 - mae: 0.0070 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9919e-05 - mae: 0.0070 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9799e-05 - mae: 0.0070 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9699e-05 - mae: 0.0070 167/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9631e-05 - mae: 0.0070 172/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9566e-05 - mae: 0.0070 177/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9508e-05 - mae: 0.0070 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - 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loss: 7.2822e-05 - mae: 0.0071 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2808e-05 - mae: 0.0071 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2793e-05 - mae: 0.0071 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2778e-05 - mae: 0.0071 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2762e-05 - mae: 0.0071 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2742e-05 - mae: 0.0071 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2723e-05 - mae: 0.0071 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.2704e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.2698e-05 - mae: 0.0071 - val_loss: 3.0887e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 291/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 32s 37ms/step - loss: 5.3768e-05 - mae: 0.0064  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 8ms/step - loss: 5.2676e-05 - mae: 0.0064   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 5.0943e-05 - mae: 0.0063  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0686e-05 - mae: 0.0063  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0690e-05 - mae: 0.0063  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2217e-05 - mae: 0.0063  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3836e-05 - mae: 0.0064  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4857e-05 - mae: 0.0064  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5544e-05 - mae: 0.0065  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6055e-05 - mae: 0.0065  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6621e-05 - mae: 0.0065  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7197e-05 - mae: 0.0066  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8088e-05 - mae: 0.0066  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9400e-05 - mae: 0.0066  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0375e-05 - mae: 0.0067  81/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1382e-05 - mae: 0.0067  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1983e-05 - mae: 0.0067  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - 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loss: 6.5115e-05 - mae: 0.0068 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5211e-05 - mae: 0.0068 173/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5302e-05 - mae: 0.0068 178/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5377e-05 - mae: 0.0068 183/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5445e-05 - mae: 0.0068 188/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5497e-05 - mae: 0.0069 193/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5533e-05 - mae: 0.0069 198/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5565e-05 - mae: 0.0069 203/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5589e-05 - mae: 0.0069 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5597e-05 - mae: 0.0069 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5597e-05 - mae: 0.0069 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5601e-05 - mae: 0.0069 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5616e-05 - mae: 0.0069 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5667e-05 - mae: 0.0069 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5708e-05 - mae: 0.0069 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5741e-05 - mae: 0.0069 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5770e-05 - mae: 0.0069 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5802e-05 - mae: 0.0069 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5830e-05 - mae: 0.0069 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5853e-05 - mae: 0.0069 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5879e-05 - mae: 0.0069 272/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5910e-05 - mae: 0.0069 277/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5932e-05 - mae: 0.0069 282/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5950e-05 - mae: 0.0069 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5965e-05 - mae: 0.0069 293/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5977e-05 - mae: 0.0069 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5993e-05 - mae: 0.0069 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6007e-05 - mae: 0.0069 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6016e-05 - mae: 0.0069 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6020e-05 - mae: 0.0069 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6026e-05 - mae: 0.0069 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6031e-05 - mae: 0.0069 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6037e-05 - mae: 0.0069 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6076e-05 - mae: 0.0069 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6128e-05 - mae: 0.0069 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6175e-05 - mae: 0.0069 352/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6223e-05 - mae: 0.0069 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6256e-05 - mae: 0.0069 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6286e-05 - mae: 0.0069 367/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6315e-05 - mae: 0.0069 372/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6345e-05 - mae: 0.0069 377/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6375e-05 - mae: 0.0069 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6408e-05 - mae: 0.0069 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6436e-05 - mae: 0.0069 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.6462e-05 - mae: 0.0069 401/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6486e-05 - mae: 0.0069 406/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6504e-05 - mae: 0.0069 412/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6527e-05 - mae: 0.0069 417/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6545e-05 - mae: 0.0069 422/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6560e-05 - mae: 0.0069 427/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6574e-05 - mae: 0.0069 432/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6588e-05 - mae: 0.0069 437/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6601e-05 - mae: 0.0069 442/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6612e-05 - mae: 0.0069 447/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6624e-05 - mae: 0.0069 452/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.6633e-05 - mae: 0.0069 457/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.7110e-05 - mae: 0.0069 758/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7125e-05 - mae: 0.0069 763/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7140e-05 - mae: 0.0069 768/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7154e-05 - mae: 0.0069 773/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7167e-05 - mae: 0.0069 779/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7182e-05 - mae: 0.0069 784/884 ━━━━━━━━━━━━━━━━━━━━ 1s 10ms/step - loss: 6.7194e-05 - mae: 0.0069 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7206e-05 - mae: 0.0069 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7219e-05 - mae: 0.0069 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7232e-05 - mae: 0.0069 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7246e-05 - mae: 0.0069 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7258e-05 - mae: 0.0069 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7268e-05 - mae: 0.0069 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7279e-05 - mae: 0.0069 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - 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 1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 7.7527e-05 - mae: 0.0081  7/884 ━━━━━━━━━━━━━━━━━━━━ 7s 9ms/step - loss: 6.7180e-05 - mae: 0.0075   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6225e-05 - mae: 0.0073  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6268e-05 - mae: 0.0071  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6275e-05 - mae: 0.0070  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5860e-05 - mae: 0.0070  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5487e-05 - mae: 0.0069  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5651e-05 - mae: 0.0069  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5762e-05 - mae: 0.0070  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5782e-05 - mae: 0.0070  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5617e-05 - mae: 0.0070  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5534e-05 - mae: 0.0070  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5889e-05 - mae: 0.0070  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6120e-05 - mae: 0.0070  75/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6387e-05 - mae: 0.0070  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6608e-05 - mae: 0.0070  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6754e-05 - mae: 0.0070  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6867e-05 - mae: 0.0070  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6928e-05 - mae: 0.0070 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6974e-05 - mae: 0.0070 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7018e-05 - mae: 0.0070 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7074e-05 - mae: 0.0070 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7129e-05 - mae: 0.0070 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7167e-05 - mae: 0.0070 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7182e-05 - mae: 0.0071 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7167e-05 - mae: 0.0071 139/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7116e-05 - mae: 0.0071 144/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7046e-05 - mae: 0.0071 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6959e-05 - mae: 0.0070 154/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6851e-05 - mae: 0.0070 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6735e-05 - mae: 0.0070 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6637e-05 - mae: 0.0070 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6531e-05 - mae: 0.0070 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6423e-05 - mae: 0.0070 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6308e-05 - mae: 0.0070 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6184e-05 - mae: 0.0070 189/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6061e-05 - mae: 0.0070 194/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5956e-05 - mae: 0.0070 199/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5880e-05 - mae: 0.0070 204/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5800e-05 - mae: 0.0070 209/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5734e-05 - mae: 0.0070 214/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5669e-05 - mae: 0.0070 219/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5602e-05 - mae: 0.0070 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5530e-05 - mae: 0.0070 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5453e-05 - mae: 0.0070 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5356e-05 - mae: 0.0070 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5278e-05 - mae: 0.0070 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5210e-05 - mae: 0.0070 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5144e-05 - mae: 0.0070 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5077e-05 - mae: 0.0070 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5005e-05 - mae: 0.0070 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4935e-05 - mae: 0.0070 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4876e-05 - mae: 0.0070 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4821e-05 - mae: 0.0069 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4758e-05 - mae: 0.0069 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4711e-05 - mae: 0.0069 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4670e-05 - mae: 0.0069 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4628e-05 - mae: 0.0069 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4583e-05 - mae: 0.0069 306/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4539e-05 - mae: 0.0069 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4497e-05 - mae: 0.0069 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4458e-05 - mae: 0.0069 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4418e-05 - mae: 0.0069 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4375e-05 - mae: 0.0069 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4335e-05 - mae: 0.0069 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4309e-05 - mae: 0.0069 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4285e-05 - mae: 0.0069 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4262e-05 - mae: 0.0069 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4246e-05 - mae: 0.0069 357/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4226e-05 - mae: 0.0069 363/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4206e-05 - mae: 0.0069 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4188e-05 - mae: 0.0069 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4170e-05 - mae: 0.0069 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4156e-05 - mae: 0.0069 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4142e-05 - mae: 0.0069 389/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4125e-05 - mae: 0.0069 394/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4111e-05 - mae: 0.0069 399/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.4096e-05 - mae: 0.0069 404/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4095e-05 - mae: 0.0069 409/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4119e-05 - mae: 0.0069 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4145e-05 - mae: 0.0069 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4164e-05 - mae: 0.0069 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.4181e-05 - mae: 0.0069 430/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.6595e-05 - mae: 0.0070 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6626e-05 - mae: 0.0070 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6662e-05 - mae: 0.0070 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6699e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6729e-05 - mae: 0.0070 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6766e-05 - mae: 0.0070 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6799e-05 - mae: 0.0070 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6830e-05 - mae: 0.0070 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6868e-05 - mae: 0.0070 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6897e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6927e-05 - mae: 0.0070 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6961e-05 - mae: 0.0070 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.6995e-05 - mae: 0.0070 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7023e-05 - mae: 0.0070 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7050e-05 - mae: 0.0070 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7077e-05 - mae: 0.0070 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7103e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7123e-05 - mae: 0.0070 - val_loss: 3.0882e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 293/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 8.0725e-05 - mae: 0.0093  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 9ms/step - loss: 6.7680e-05 - mae: 0.0075   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9295e-05 - mae: 0.0073  17/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.1418e-05 - mae: 0.0072  22/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 7.1721e-05 - mae: 0.0072  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.1187e-05 - mae: 0.0072  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.0429e-05 - mae: 0.0071  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9725e-05 - mae: 0.0071  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9735e-05 - mae: 0.0071  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9558e-05 - mae: 0.0070  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9431e-05 - mae: 0.0070  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9073e-05 - mae: 0.0070  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8683e-05 - mae: 0.0070  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.8296e-05 - mae: 0.0070  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7905e-05 - mae: 0.0069  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7598e-05 - mae: 0.0069  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7413e-05 - mae: 0.0069  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7284e-05 - mae: 0.0069  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7187e-05 - mae: 0.0069 101/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.7126e-05 - mae: 0.0069 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7053e-05 - mae: 0.0069 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6940e-05 - mae: 0.0069 117/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6786e-05 - mae: 0.0069 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6610e-05 - mae: 0.0069 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6445e-05 - mae: 0.0069 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6313e-05 - mae: 0.0069 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6156e-05 - mae: 0.0069 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6013e-05 - mae: 0.0069 149/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5867e-05 - mae: 0.0069 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5712e-05 - mae: 0.0068 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5583e-05 - mae: 0.0068 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5463e-05 - mae: 0.0068 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5348e-05 - mae: 0.0068 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5228e-05 - mae: 0.0068 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5111e-05 - mae: 0.0068 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4997e-05 - mae: 0.0068 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4886e-05 - mae: 0.0068 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4779e-05 - mae: 0.0068 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4835e-05 - mae: 0.0068 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4907e-05 - mae: 0.0068 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4972e-05 - mae: 0.0068 218/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5021e-05 - mae: 0.0068 224/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5066e-05 - mae: 0.0068 229/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5098e-05 - mae: 0.0068 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5131e-05 - mae: 0.0068 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5152e-05 - mae: 0.0068 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5173e-05 - mae: 0.0068 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5193e-05 - mae: 0.0068 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5207e-05 - mae: 0.0068 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5230e-05 - mae: 0.0068 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5248e-05 - mae: 0.0068 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5269e-05 - mae: 0.0068 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5293e-05 - mae: 0.0068 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5313e-05 - mae: 0.0068 287/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5339e-05 - mae: 0.0068 292/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5359e-05 - mae: 0.0068 298/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.5383e-05 - mae: 0.0068 304/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5405e-05 - mae: 0.0068 309/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5419e-05 - mae: 0.0068 314/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5430e-05 - mae: 0.0068 319/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5445e-05 - mae: 0.0068 324/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5457e-05 - mae: 0.0068 329/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5466e-05 - mae: 0.0068 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5474e-05 - mae: 0.0068 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5478e-05 - mae: 0.0068 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5484e-05 - mae: 0.0068 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5485e-05 - mae: 0.0068 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5483e-05 - mae: 0.0068 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5483e-05 - mae: 0.0068 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5482e-05 - mae: 0.0068 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5483e-05 - mae: 0.0068 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5487e-05 - mae: 0.0068 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5490e-05 - mae: 0.0068 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5491e-05 - mae: 0.0068 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5491e-05 - mae: 0.0068 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5492e-05 - mae: 0.0068 400/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 6.5564e-05 - mae: 0.0068 405/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 6.5637e-05 - mae: 0.0068 410/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 6.8118e-05 - mae: 0.0069 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8138e-05 - mae: 0.0069 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8157e-05 - mae: 0.0069 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8176e-05 - mae: 0.0069 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8197e-05 - mae: 0.0069 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8213e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.8232e-05 - mae: 0.0069 - val_loss: 3.0866e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 294/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 44ms/step - loss: 3.3660e-05 - mae: 0.0051  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.1567e-05 - mae: 0.0081   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.7707e-05 - mae: 0.0084  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 8.7949e-05 - mae: 0.0084  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.5554e-05 - mae: 0.0082  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.3328e-05 - mae: 0.0081  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.1575e-05 - mae: 0.0080  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9711e-05 - mae: 0.0079  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8644e-05 - mae: 0.0078  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7398e-05 - mae: 0.0077  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6607e-05 - mae: 0.0077  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5979e-05 - mae: 0.0077  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5317e-05 - mae: 0.0076  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4724e-05 - mae: 0.0076  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4281e-05 - mae: 0.0076  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3906e-05 - mae: 0.0075  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3534e-05 - mae: 0.0075  89/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.3179e-05 - mae: 0.0075  94/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2831e-05 - mae: 0.0075 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2470e-05 - mae: 0.0075 105/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2333e-05 - mae: 0.0075 111/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2377e-05 - mae: 0.0075 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2378e-05 - mae: 0.0075 121/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2335e-05 - mae: 0.0075 126/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2278e-05 - mae: 0.0075 131/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2219e-05 - mae: 0.0074 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2138e-05 - mae: 0.0074 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2047e-05 - mae: 0.0074 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1928e-05 - mae: 0.0074 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1788e-05 - mae: 0.0074 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1650e-05 - mae: 0.0074 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1511e-05 - mae: 0.0074 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1365e-05 - mae: 0.0074 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1221e-05 - mae: 0.0074 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1090e-05 - mae: 0.0074 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0969e-05 - mae: 0.0074 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0865e-05 - mae: 0.0073 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0766e-05 - mae: 0.0073 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0682e-05 - mae: 0.0073 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0601e-05 - mae: 0.0073 206/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0604e-05 - mae: 0.0073 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0622e-05 - mae: 0.0073 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0642e-05 - mae: 0.0073 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0655e-05 - mae: 0.0073 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0660e-05 - mae: 0.0073 231/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0659e-05 - mae: 0.0073 236/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0650e-05 - mae: 0.0073 241/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0632e-05 - mae: 0.0073 246/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0610e-05 - mae: 0.0073 251/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0587e-05 - mae: 0.0073 256/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0560e-05 - mae: 0.0073 261/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0529e-05 - mae: 0.0073 266/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0506e-05 - mae: 0.0073 271/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0494e-05 - mae: 0.0073 276/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0477e-05 - mae: 0.0073 281/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0456e-05 - mae: 0.0073 286/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0430e-05 - mae: 0.0073 291/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0401e-05 - mae: 0.0072 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0370e-05 - mae: 0.0072 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0343e-05 - mae: 0.0072 306/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.0317e-05 - mae: 0.0072 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0295e-05 - mae: 0.0072 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0269e-05 - mae: 0.0072 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0238e-05 - mae: 0.0072 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.0203e-05 - mae: 0.0072 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0162e-05 - mae: 0.0072 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0118e-05 - mae: 0.0072 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0073e-05 - mae: 0.0072 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 7.0028e-05 - mae: 0.0072 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9985e-05 - mae: 0.0072 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9940e-05 - mae: 0.0072 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9903e-05 - mae: 0.0072 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9856e-05 - mae: 0.0072 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9809e-05 - mae: 0.0072 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.9764e-05 - mae: 0.0072 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - 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loss: 6.9642e-05 - mae: 0.0071 743/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.9644e-05 - mae: 0.0071 748/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.9645e-05 - mae: 0.0071 754/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.9647e-05 - mae: 0.0071 759/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.9648e-05 - mae: 0.0071 765/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.9648e-05 - mae: 0.0071 770/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.9648e-05 - mae: 0.0071 776/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.9647e-05 - mae: 0.0071 782/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.9646e-05 - mae: 0.0071 787/884 ━━━━━━━━━━━━━━━━━━━━ 1s 11ms/step - loss: 6.9644e-05 - mae: 0.0071 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9642e-05 - mae: 0.0071 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9642e-05 - mae: 0.0071 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9642e-05 - mae: 0.0071 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9642e-05 - mae: 0.0071 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9641e-05 - mae: 0.0071 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9640e-05 - mae: 0.0071 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9639e-05 - mae: 0.0071 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9637e-05 - mae: 0.0071 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9636e-05 - mae: 0.0071 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9634e-05 - mae: 0.0071 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9631e-05 - mae: 0.0071 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9629e-05 - mae: 0.0071 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9626e-05 - mae: 0.0071 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9624e-05 - mae: 0.0071 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9622e-05 - mae: 0.0071 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9621e-05 - mae: 0.0071 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9621e-05 - mae: 0.0071 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 11ms/step - loss: 6.9626e-05 - mae: 0.0071 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.9630e-05 - mae: 0.0071 - val_loss: 3.0955e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 295/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 37s 43ms/step - loss: 3.0770e-05 - mae: 0.0051  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.0437e-05 - mae: 0.0056   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.4576e-05 - mae: 0.0060  18/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 4.7953e-05 - mae: 0.0062  24/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3304e-05 - mae: 0.0064  29/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6233e-05 - mae: 0.0065  34/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7908e-05 - mae: 0.0066  40/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9211e-05 - mae: 0.0067  46/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9804e-05 - mae: 0.0067  51/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0104e-05 - mae: 0.0067  56/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0264e-05 - mae: 0.0067  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0409e-05 - mae: 0.0067  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1075e-05 - mae: 0.0067  73/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2168e-05 - mae: 0.0067  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3032e-05 - mae: 0.0068  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3586e-05 - mae: 0.0068  90/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4109e-05 - mae: 0.0068  96/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4697e-05 - mae: 0.0068 101/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5135e-05 - mae: 0.0068 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.5587e-05 - mae: 0.0068 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6032e-05 - mae: 0.0068 119/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6427e-05 - mae: 0.0068 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6736e-05 - mae: 0.0069 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.6976e-05 - mae: 0.0069 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7227e-05 - mae: 0.0069 141/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7472e-05 - mae: 0.0069 146/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7634e-05 - mae: 0.0069 151/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7761e-05 - mae: 0.0069 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7860e-05 - mae: 0.0069 162/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7962e-05 - mae: 0.0069 168/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8050e-05 - mae: 0.0069 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8131e-05 - mae: 0.0069 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8178e-05 - mae: 0.0069 185/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8225e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8253e-05 - mae: 0.0069 195/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8272e-05 - mae: 0.0069 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8277e-05 - mae: 0.0069 205/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8275e-05 - mae: 0.0069 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8261e-05 - mae: 0.0069 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8239e-05 - mae: 0.0069 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8216e-05 - mae: 0.0069 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8184e-05 - mae: 0.0069 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8146e-05 - mae: 0.0069 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8101e-05 - mae: 0.0069 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8052e-05 - mae: 0.0069 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.8005e-05 - mae: 0.0069 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7959e-05 - mae: 0.0069 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7909e-05 - mae: 0.0069 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7857e-05 - mae: 0.0069 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7805e-05 - mae: 0.0069 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7752e-05 - mae: 0.0069 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7694e-05 - mae: 0.0069 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7637e-05 - mae: 0.0069 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7581e-05 - mae: 0.0069 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7521e-05 - mae: 0.0069 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7459e-05 - mae: 0.0069 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7394e-05 - mae: 0.0069 305/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7331e-05 - mae: 0.0069 310/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.7265e-05 - mae: 0.0069 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.7196e-05 - mae: 0.0069 320/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.7126e-05 - mae: 0.0069 325/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.7068e-05 - mae: 0.0069 330/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.7027e-05 - mae: 0.0069 335/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.7015e-05 - mae: 0.0069 340/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.7003e-05 - mae: 0.0069 345/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6991e-05 - mae: 0.0069 350/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6981e-05 - mae: 0.0069 355/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6974e-05 - mae: 0.0069 360/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6965e-05 - mae: 0.0069 365/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6956e-05 - mae: 0.0069 370/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6946e-05 - mae: 0.0069 375/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6936e-05 - mae: 0.0069 380/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6924e-05 - mae: 0.0069 385/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6912e-05 - mae: 0.0069 390/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6901e-05 - mae: 0.0069 395/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6906e-05 - mae: 0.0069 400/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6910e-05 - mae: 0.0069 405/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6913e-05 - mae: 0.0069 410/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - loss: 6.6915e-05 - mae: 0.0069 415/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.6914e-05 - mae: 0.0069 420/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - loss: 6.6912e-05 - mae: 0.0069 425/884 ━━━━━━━━━━━━━━━━━━━━ 4s 11ms/step - 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loss: 6.8193e-05 - mae: 0.0069 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8202e-05 - mae: 0.0069 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8211e-05 - mae: 0.0069 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8220e-05 - mae: 0.0069 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8229e-05 - mae: 0.0069 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8238e-05 - mae: 0.0069 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8246e-05 - mae: 0.0069 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8255e-05 - mae: 0.0069 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8264e-05 - mae: 0.0069 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8273e-05 - mae: 0.0069 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8283e-05 - mae: 0.0069 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8293e-05 - mae: 0.0069 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8303e-05 - mae: 0.0069 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8312e-05 - mae: 0.0069 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8322e-05 - mae: 0.0069 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8333e-05 - mae: 0.0069 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8343e-05 - mae: 0.0069 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8356e-05 - mae: 0.0069 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.8367e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.8375e-05 - mae: 0.0069 - val_loss: 3.0887e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 296/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 39s 45ms/step - loss: 5.3961e-05 - mae: 0.0072  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.2208e-05 - mae: 0.0064   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 5.1981e-05 - mae: 0.0063  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4261e-05 - mae: 0.0064  23/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5378e-05 - mae: 0.0065  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6578e-05 - mae: 0.0066  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7339e-05 - mae: 0.0066  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7959e-05 - mae: 0.0067  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8965e-05 - mae: 0.0067  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9765e-05 - mae: 0.0068  53/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0336e-05 - mae: 0.0068  58/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0653e-05 - mae: 0.0068  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0883e-05 - mae: 0.0068  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0979e-05 - mae: 0.0068  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1047e-05 - mae: 0.0068  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1129e-05 - mae: 0.0068  85/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1178e-05 - mae: 0.0068  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1217e-05 - mae: 0.0068  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1219e-05 - mae: 0.0068 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1226e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1235e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1219e-05 - mae: 0.0068 115/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1196e-05 - mae: 0.0068 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1197e-05 - mae: 0.0068 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1181e-05 - mae: 0.0068 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1315e-05 - mae: 0.0068 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1622e-05 - mae: 0.0068 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1868e-05 - mae: 0.0068 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2078e-05 - mae: 0.0068 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2278e-05 - mae: 0.0068 155/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2463e-05 - mae: 0.0068 160/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2623e-05 - mae: 0.0068 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2770e-05 - mae: 0.0068 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2911e-05 - mae: 0.0068 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3029e-05 - mae: 0.0068 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3123e-05 - mae: 0.0068 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3197e-05 - mae: 0.0068 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3267e-05 - mae: 0.0068 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3327e-05 - mae: 0.0068 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3383e-05 - mae: 0.0068 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3441e-05 - mae: 0.0068 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3499e-05 - mae: 0.0068 215/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3553e-05 - mae: 0.0068 220/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3599e-05 - mae: 0.0068 225/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3637e-05 - mae: 0.0068 230/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3665e-05 - mae: 0.0068 235/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3685e-05 - mae: 0.0068 240/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3706e-05 - mae: 0.0068 245/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3722e-05 - mae: 0.0068 250/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3731e-05 - mae: 0.0068 255/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3737e-05 - mae: 0.0068 260/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3747e-05 - mae: 0.0068 265/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3757e-05 - mae: 0.0068 270/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3780e-05 - mae: 0.0068 275/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3829e-05 - mae: 0.0068 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3885e-05 - mae: 0.0068 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.3949e-05 - mae: 0.0069 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4009e-05 - mae: 0.0069 295/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4067e-05 - mae: 0.0069 300/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4122e-05 - mae: 0.0069 305/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4172e-05 - mae: 0.0069 310/884 ━━━━━━━━━━━━━━━━━━━━ 6s 11ms/step - loss: 6.4220e-05 - mae: 0.0069 315/884 ━━━━━━━━━━━━━━━━━━━━ 5s 11ms/step - 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loss: 6.8190e-05 - mae: 0.0069 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 6.8196e-05 - mae: 0.0069 - val_loss: 3.0854e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 297/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 2.9589e-05 - mae: 0.0045  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4828e-05 - mae: 0.0056   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4717e-05 - mae: 0.0062  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9200e-05 - mae: 0.0065  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.9295e-05 - mae: 0.0066  28/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8002e-05 - mae: 0.0066  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.7566e-05 - mae: 0.0067  39/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.6500e-05 - mae: 0.0067  45/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5243e-05 - mae: 0.0067  50/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4383e-05 - mae: 0.0067  55/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.4803e-05 - mae: 0.0067  60/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5190e-05 - mae: 0.0067  65/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5356e-05 - mae: 0.0067  70/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5430e-05 - mae: 0.0067  76/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5426e-05 - mae: 0.0068  82/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5339e-05 - mae: 0.0068  87/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5256e-05 - mae: 0.0068  92/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.5119e-05 - mae: 0.0068  97/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4937e-05 - mae: 0.0068 102/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4771e-05 - mae: 0.0068 107/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4582e-05 - mae: 0.0068 112/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4402e-05 - mae: 0.0068 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4209e-05 - mae: 0.0068 124/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.4016e-05 - mae: 0.0068 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3811e-05 - mae: 0.0069 136/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3604e-05 - mae: 0.0069 142/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3416e-05 - mae: 0.0069 147/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3276e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3158e-05 - mae: 0.0069 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.3066e-05 - mae: 0.0069 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2987e-05 - mae: 0.0069 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2904e-05 - mae: 0.0069 174/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2820e-05 - mae: 0.0069 179/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2730e-05 - mae: 0.0069 184/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2638e-05 - mae: 0.0069 190/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2587e-05 - mae: 0.0069 195/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2536e-05 - mae: 0.0069 200/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2494e-05 - mae: 0.0069 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2433e-05 - mae: 0.0069 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2378e-05 - mae: 0.0069 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2316e-05 - mae: 0.0069 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2250e-05 - mae: 0.0069 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2448e-05 - mae: 0.0069 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2626e-05 - mae: 0.0069 238/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2762e-05 - mae: 0.0069 243/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2891e-05 - mae: 0.0070 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3009e-05 - mae: 0.0070 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3119e-05 - mae: 0.0070 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3212e-05 - mae: 0.0070 264/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3305e-05 - mae: 0.0070 269/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3368e-05 - mae: 0.0070 274/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3428e-05 - mae: 0.0070 280/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3490e-05 - mae: 0.0070 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3538e-05 - mae: 0.0070 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.3577e-05 - mae: 0.0070 295/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3607e-05 - mae: 0.0070 300/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3632e-05 - mae: 0.0070 305/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3650e-05 - mae: 0.0070 311/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3664e-05 - mae: 0.0070 316/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3669e-05 - mae: 0.0070 321/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3670e-05 - mae: 0.0070 326/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3665e-05 - mae: 0.0070 331/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3660e-05 - mae: 0.0070 336/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3659e-05 - mae: 0.0070 341/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3671e-05 - mae: 0.0070 346/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3731e-05 - mae: 0.0070 351/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3786e-05 - mae: 0.0070 356/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3842e-05 - mae: 0.0070 362/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3906e-05 - mae: 0.0070 368/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.3965e-05 - mae: 0.0070 373/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4008e-05 - mae: 0.0070 378/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4045e-05 - mae: 0.0070 383/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4076e-05 - mae: 0.0070 388/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4104e-05 - mae: 0.0070 393/884 ━━━━━━━━━━━━━━━━━━━━ 5s 10ms/step - loss: 7.4127e-05 - mae: 0.0070 398/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4147e-05 - mae: 0.0070 403/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4168e-05 - mae: 0.0070 408/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4187e-05 - mae: 0.0070 413/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4211e-05 - mae: 0.0070 418/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - loss: 7.4232e-05 - mae: 0.0070 423/884 ━━━━━━━━━━━━━━━━━━━━ 4s 10ms/step - 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loss: 7.3363e-05 - mae: 0.0070 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3349e-05 - mae: 0.0070 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3336e-05 - mae: 0.0070 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3323e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3308e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3292e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.3278e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 12ms/step - loss: 7.3265e-05 - mae: 0.0070 - val_loss: 3.0865e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 298/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 35s 40ms/step - loss: 1.4937e-04 - mae: 0.0100  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 8.8584e-05 - mae: 0.0078   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.8463e-05 - mae: 0.0074  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 7.2872e-05 - mae: 0.0072  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.9065e-05 - mae: 0.0071  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6369e-05 - mae: 0.0069  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.4912e-05 - mae: 0.0069  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 11ms/step - loss: 6.3881e-05 - mae: 0.0068  42/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3365e-05 - mae: 0.0068  47/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2997e-05 - mae: 0.0068  52/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2568e-05 - mae: 0.0068  57/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2142e-05 - mae: 0.0068  62/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1945e-05 - mae: 0.0067  67/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1825e-05 - mae: 0.0067  72/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1737e-05 - mae: 0.0068  77/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1622e-05 - mae: 0.0068  83/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1467e-05 - mae: 0.0067  88/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1330e-05 - mae: 0.0067  93/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1251e-05 - mae: 0.0067  98/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1399e-05 - mae: 0.0067 103/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1517e-05 - mae: 0.0067 108/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1599e-05 - mae: 0.0067 114/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1682e-05 - mae: 0.0067 120/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1779e-05 - mae: 0.0067 125/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1860e-05 - mae: 0.0067 130/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1931e-05 - mae: 0.0067 135/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1993e-05 - mae: 0.0067 140/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2023e-05 - mae: 0.0067 145/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2028e-05 - mae: 0.0067 150/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2017e-05 - mae: 0.0067 156/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2239e-05 - mae: 0.0067 161/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2576e-05 - mae: 0.0067 166/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2869e-05 - mae: 0.0067 171/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3114e-05 - mae: 0.0067 176/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3329e-05 - mae: 0.0067 181/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3525e-05 - mae: 0.0067 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3692e-05 - mae: 0.0067 192/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3885e-05 - mae: 0.0067 197/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4038e-05 - mae: 0.0067 202/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4183e-05 - mae: 0.0067 207/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4312e-05 - mae: 0.0067 212/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4423e-05 - mae: 0.0067 217/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4517e-05 - mae: 0.0067 222/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4599e-05 - mae: 0.0067 227/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4669e-05 - mae: 0.0067 233/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4738e-05 - mae: 0.0067 239/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 6.7411e-05 - mae: 0.0068 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7416e-05 - mae: 0.0068 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7420e-05 - mae: 0.0068 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7424e-05 - mae: 0.0068 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7426e-05 - mae: 0.0068 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7427e-05 - mae: 0.0068 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7427e-05 - mae: 0.0068 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7427e-05 - mae: 0.0068 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7426e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 6.7426e-05 - mae: 0.0068 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 6.7425e-05 - mae: 0.0068 - val_loss: 3.0889e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -Epoch 299/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 44ms/step - loss: 2.4133e-05 - mae: 0.0041  6/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.0711e-05 - mae: 0.0058   11/884 ━━━━━━━━━━━━━━━━━━━━ 9s 11ms/step - loss: 4.4823e-05 - mae: 0.0060  16/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.7003e-05 - mae: 0.0061  21/884 ━━━━━━━━━━━━━━━━━━━━ 9s 10ms/step - loss: 4.9014e-05 - mae: 0.0062  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.0693e-05 - mae: 0.0063  33/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2232e-05 - mae: 0.0064  38/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2902e-05 - mae: 0.0065  44/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3930e-05 - mae: 0.0065  49/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4829e-05 - mae: 0.0065  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5476e-05 - mae: 0.0065  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5925e-05 - mae: 0.0066  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6278e-05 - mae: 0.0066  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6630e-05 - mae: 0.0066  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7011e-05 - mae: 0.0066  79/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7446e-05 - mae: 0.0066  84/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.8846e-05 - mae: 0.0067  90/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0989e-05 - mae: 0.0067  95/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.2569e-05 - mae: 0.0067 100/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.3932e-05 - mae: 0.0068 105/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.5075e-05 - mae: 0.0068 110/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.6058e-05 - mae: 0.0068 116/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7083e-05 - mae: 0.0068 122/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.7986e-05 - mae: 0.0068 127/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.8623e-05 - mae: 0.0069 132/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9185e-05 - mae: 0.0069 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.9763e-05 - mae: 0.0069 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0166e-05 - mae: 0.0069 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0504e-05 - mae: 0.0069 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.0813e-05 - mae: 0.0069 159/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1127e-05 - mae: 0.0069 165/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1396e-05 - mae: 0.0069 170/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1580e-05 - mae: 0.0069 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1726e-05 - mae: 0.0069 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.1858e-05 - mae: 0.0069 186/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2004e-05 - mae: 0.0069 191/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2116e-05 - mae: 0.0069 196/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2213e-05 - mae: 0.0069 201/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 7.2303e-05 - mae: 0.0069 206/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2390e-05 - mae: 0.0069 211/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2479e-05 - mae: 0.0069 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2563e-05 - mae: 0.0069 221/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2633e-05 - mae: 0.0070 226/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2685e-05 - mae: 0.0070 232/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2733e-05 - mae: 0.0070 237/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2768e-05 - mae: 0.0070 242/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2802e-05 - mae: 0.0070 248/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2831e-05 - mae: 0.0070 253/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2848e-05 - mae: 0.0070 258/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2858e-05 - mae: 0.0070 263/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2860e-05 - mae: 0.0070 268/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2855e-05 - mae: 0.0070 273/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2845e-05 - mae: 0.0070 279/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2835e-05 - mae: 0.0070 285/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2829e-05 - mae: 0.0070 290/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2818e-05 - mae: 0.0070 296/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 7.2820e-05 - mae: 0.0070 301/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.1660e-05 - mae: 0.0070 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1648e-05 - mae: 0.0070 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1641e-05 - mae: 0.0070 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1634e-05 - mae: 0.0070 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1628e-05 - mae: 0.0070 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1619e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1613e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1608e-05 - mae: 0.0070 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1603e-05 - mae: 0.0070 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1598e-05 - mae: 0.0070 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1594e-05 - mae: 0.0070 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1591e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1588e-05 - mae: 0.0070 - val_loss: 3.0874e-05 - val_mae: 0.0039 - learning_rate: 1.0000e-06 -Epoch 300/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 38s 43ms/step - loss: 3.7310e-05 - mae: 0.0051  7/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3771e-05 - mae: 0.0061   12/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3261e-05 - mae: 0.0062  17/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2657e-05 - mae: 0.0062  22/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.2739e-05 - mae: 0.0063  27/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.3388e-05 - mae: 0.0064  32/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.4057e-05 - mae: 0.0064  37/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.5613e-05 - mae: 0.0065  43/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.6881e-05 - mae: 0.0066  48/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.7982e-05 - mae: 0.0066  54/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9003e-05 - mae: 0.0066  59/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 5.9836e-05 - mae: 0.0067  64/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0479e-05 - mae: 0.0067  69/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.0934e-05 - mae: 0.0067  74/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1232e-05 - mae: 0.0067  80/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1483e-05 - mae: 0.0067  86/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1651e-05 - mae: 0.0067  91/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1771e-05 - mae: 0.0067  96/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1841e-05 - mae: 0.0067 102/884 ━━━━━━━━━━━━━━━━━━━━ 8s 10ms/step - loss: 6.1878e-05 - mae: 0.0067 108/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.1967e-05 - mae: 0.0067 113/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2052e-05 - mae: 0.0067 118/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2090e-05 - mae: 0.0067 123/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2160e-05 - mae: 0.0067 128/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2275e-05 - mae: 0.0067 133/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2358e-05 - mae: 0.0067 138/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2468e-05 - mae: 0.0067 143/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2584e-05 - mae: 0.0067 148/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2719e-05 - mae: 0.0067 153/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.2857e-05 - mae: 0.0068 158/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3028e-05 - mae: 0.0068 164/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3214e-05 - mae: 0.0068 169/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3348e-05 - mae: 0.0068 175/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3493e-05 - mae: 0.0068 180/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3603e-05 - mae: 0.0068 185/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3703e-05 - mae: 0.0068 190/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3811e-05 - mae: 0.0068 195/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.3902e-05 - mae: 0.0068 200/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4107e-05 - mae: 0.0068 205/884 ━━━━━━━━━━━━━━━━━━━━ 7s 10ms/step - loss: 6.4315e-05 - mae: 0.0068 210/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - loss: 6.4520e-05 - mae: 0.0068 216/884 ━━━━━━━━━━━━━━━━━━━━ 6s 10ms/step - 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loss: 7.1927e-05 - mae: 0.0070 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1926e-05 - mae: 0.0070 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1924e-05 - mae: 0.0070 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1922e-05 - mae: 0.0070 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1919e-05 - mae: 0.0070 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1916e-05 - mae: 0.0070 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1913e-05 - mae: 0.0070 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1908e-05 - mae: 0.0070 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1903e-05 - mae: 0.0070 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1898e-05 - mae: 0.0070 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1893e-05 - mae: 0.0070 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1888e-05 - mae: 0.0070 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1883e-05 - mae: 0.0070 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 10ms/step - loss: 7.1878e-05 - mae: 0.0070 884/884 ━━━━━━━━━━━━━━━━━━━━ 10s 11ms/step - loss: 7.1870e-05 - mae: 0.0070 - val_loss: 3.0881e-05 - val_mae: 0.0038 - learning_rate: 1.0000e-06 -2025-02-04 21:32:58,961 - INFO - Evaluating final LSTM model... -  1/95 ━━━━━━━━━━━━━━━━━━━━ 27s 291ms/step 14/95 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step  26/95 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step 37/95 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step 50/95 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step 63/95 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step 76/95 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step 89/95 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step 95/95 ━━━━━━━━━━━━━━━━━━━━ 0s 8ms/step 95/95 ━━━━━━━━━━━━━━━━━━━━ 1s 8ms/step -2025-02-04 21:33:00,167 - INFO - Test MSE: 0.0819 -2025-02-04 21:33:00,167 - INFO - Test RMSE: 0.2862 -2025-02-04 21:33:00,167 - INFO - Test MAE: 0.1825 -2025-02-04 21:33:00,167 - INFO - Test R2 Score: 0.9932 -2025-02-04 21:33:00,167 - INFO - Directional Accuracy: 0.4658 - -First 40 Actual vs. Predicted Prices: -+-------+--------------+-------------------+ -| Index | Actual Price | Predicted Price | -+-------+--------------+-------------------+ -| 0 | 65.26 | 64.19000244140625 | -| 1 | 65.12 | 64.54000091552734 | -| 2 | 65.32 | 64.87000274658203 | -| 3 | 65.29 | 65.16999816894531 | -| 4 | 65.26 | 65.2300033569336 | -| 5 | 65.29 | 65.2300033569336 | -| 6 | 65.26 | 65.33000183105469 | -| 7 | 65.48 | 65.29000091552734 | -| 8 | 65.29 | 65.25 | -| 9 | 65.25 | 65.20999908447266 | -| 10 | 65.35 | 65.25 | -| 11 | 65.14 | 65.26000213623047 | -| 12 | 65.2 | 65.16000366210938 | -| 13 | 65.21 | 65.08000183105469 | -| 14 | 65.1 | 64.98999786376953 | -| 15 | 65.45 | 64.83999633789062 | -| 16 | 65.26 | 65.05999755859375 | -| 17 | 65.24 | 65.16999816894531 | -| 18 | 65.43 | 65.16999816894531 | -| 19 | 65.22 | 65.25 | -| 20 | 65.34 | 65.2300033569336 | -| 21 | 65.13 | 65.23999786376953 | -| 22 | 65.05 | 65.12999725341797 | -| 23 | 64.94 | 65.06999969482422 | -| 24 | 64.94 | 65.01000213623047 | -| 25 | 64.85 | 64.91999816894531 | -| 26 | 64.98 | 64.87000274658203 | -| 27 | 64.93 | 64.87999725341797 | -| 28 | 64.86 | 64.8499984741211 | -| 29 | 64.71 | 64.83999633789062 | -| 30 | 64.89 | 64.6500015258789 | -| 31 | 64.89 | 64.69999694824219 | -| 32 | 64.97 | 64.83000183105469 | -| 33 | 65.03 | 64.83999633789062 | -| 34 | 64.99 | 64.93000030517578 | -| 35 | 64.95 | 64.9000015258789 | -| 36 | 64.89 | 64.91000366210938 | -| 37 | 64.87 | 64.93000030517578 | -| 38 | 64.72 | 64.94999694824219 | -| 39 | 64.63 | 64.81999969482422 | -+-------+--------------+-------------------+ -2025-02-04 21:33:00,492 - WARNING - You are saving your model as an HDF5 file via `model.save()` or `keras.saving.save_model(model)`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')` or `keras.saving.save_model(model, 'my_model.keras')`. -2025-02-04 21:33:00,523 - INFO - Saved best LSTM model and scaler objects (best_lstm_model.h5, scaler_features.pkl, scaler_target.pkl). -2025-02-04 21:33:00,523 - INFO - Training DQN agent: Attempt 1 with hyperparameters: {'lr': 0.001, 'gamma': 0.95, 'exploration_fraction': 0.1, 'buffer_size': 10000, 'batch_size': 64} -Using cpu device -2025-02-04 23:04:50,885 - INFO - Agent achieved final net worth: $12002.15 -2025-02-04 23:04:50,886 - INFO - Agent meets performance criteria! -2025-02-04 23:04:50,893 - INFO - Final DQN agent trained and saved. -2025-02-04 23:04:50,893 - INFO - Running final inference with the trained DQN model... - -=== Final DQN Inference === -Total Steps: 20206 -Final Net Worth: 12002.15 -Final Profit: 2002.15 -Sum of Rewards: 2002.15 -Actions Taken -> BUY: 6804, SELL: 5206, HOLD: 8196 - -== Last 15 Steps == -+-------+--------+--------+---------+--------+----------+ -| Step | Action | Reward | Balance | Shares | NetWorth | -+-------+--------+--------+---------+--------+----------+ -| 20192 | 1 | 0.00 | 24.80 | 187 | 11959.14 | -| 20193 | 1 | 7.48 | 24.80 | 187 | 11966.62 | -| 20194 | 1 | 16.83 | 24.80 | 187 | 11983.45 | -| 20195 | 1 | 0.00 | 24.80 | 187 | 11983.45 | -| 20196 | 1 | -11.22 | 24.80 | 187 | 11972.23 | -| 20197 | 1 | 1.87 | 24.80 | 187 | 11974.10 | -| 20198 | 1 | -26.18 | 24.80 | 187 | 11947.92 | -| 20199 | 1 | -11.22 | 24.80 | 187 | 11936.70 | -| 20200 | 1 | 14.96 | 24.80 | 187 | 11951.66 | -| 20201 | 1 | -9.35 | 24.80 | 187 | 11942.31 | -| 20202 | 1 | 54.23 | 24.80 | 187 | 11996.54 | -| 20203 | 1 | -20.57 | 24.80 | 187 | 11975.97 | -| 20204 | 1 | -11.22 | 24.80 | 187 | 11964.75 | -| 20205 | 1 | 13.09 | 24.80 | 187 | 11977.84 | -| 20206 | 1 | 24.31 | 24.80 | 187 | 12002.15 | -+-------+--------+--------+---------+--------+----------+ -2025-02-04 23:31:28,534 - INFO - Final inference completed. 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