From 78ef2965b8eabd85628405bacbdd67cdc9d932f3 Mon Sep 17 00:00:00 2001 From: klein Date: Wed, 29 Jan 2025 18:32:56 +0000 Subject: [PATCH] updating LSTMDQN.py to incorporate Optuna tuning into the DQN model training, and possible rerunning if the DQN sucks --- .../LSTM-python/src/.gitignore | 1 + .../LSTM-python/src/LSTMDQN.py | 730 ++++++++++------- .../LSTM-python/src/output.txt | 755 ------------------ 3 files changed, 440 insertions(+), 1046 deletions(-) diff --git a/src/Machine-Learning/LSTM-python/src/.gitignore b/src/Machine-Learning/LSTM-python/src/.gitignore index cdb93cd..e474fac 100644 --- a/src/Machine-Learning/LSTM-python/src/.gitignore +++ b/src/Machine-Learning/LSTM-python/src/.gitignore @@ -1 +1,2 @@ +venv/ .python-version diff --git a/src/Machine-Learning/LSTM-python/src/LSTMDQN.py b/src/Machine-Learning/LSTM-python/src/LSTMDQN.py index db6af8b..bdb60ed 100644 --- a/src/Machine-Learning/LSTM-python/src/LSTMDQN.py +++ b/src/Machine-Learning/LSTM-python/src/LSTMDQN.py @@ -3,42 +3,44 @@ import sys import argparse import numpy as np import pandas as pd -import matplotlib.pyplot as plt -import seaborn as sns import logging from tabulate import tabulate +import matplotlib.pyplot as plt +import seaborn as sns -from sklearn.preprocessing import MinMaxScaler -from sklearn.metrics import mean_squared_error, mean_absolute_error, r2_score - +# TensorFlow / Keras import tensorflow as tf -from tensorflow.keras.models import Sequential +from tensorflow.keras.models import Sequential, load_model from tensorflow.keras.layers import LSTM, Dense, Dropout, Bidirectional -from tensorflow.keras.optimizers import Adam, Nadam 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 -import xgboost as xgb +# Sklearn +from sklearn.preprocessing import MinMaxScaler +from sklearn.metrics import mean_squared_error, mean_absolute_error, r2_score +import joblib + +# Optuna import optuna from optuna.integration import KerasPruningCallback -# For Reinforcement Learning +# RL stuff 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 -# Suppress TensorFlow warnings beyond errors +# Suppress TensorFlow logs beyond errors os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' -# Configure logging logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s') - -################################################### -# 1. Data Loading / Advanced Technical Indicators -################################################### +###################################################### +# 1. DATA LOADING & ADVANCED TECHNICAL INDICATORS +###################################################### def load_data(file_path): logging.info(f"Loading data from: {file_path}") try: @@ -68,80 +70,70 @@ def load_data(file_path): 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)) - + 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() + 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): - """Pseudo-ADX approach using rolling True Range / Close.""" - df['H-L'] = df['High'] - df['Low'] + 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() + 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) + 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) + 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'] + 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) + flow_pos = money_flow.where(typical_price>prev_tp, 0) + flow_neg = money_flow.where(typical_price0: + 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 = [] + +############################### +# 4. MAIN ############################### def main(): - # Parse command-line arguments args = parse_arguments() csv_path = args.csv_path - do_dqn_inference = args.do_dqn_inference + 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 + n_trials_dqn = args.n_trials_dqn - # 1) Load Data - data = load_data(csv_path) - data = calculate_technical_indicators(data) + ########################################## + # A) LSTM PART: LOAD, PREPROCESS, TUNE + ########################################## + # 1) LOAD & preprocess + df = load_data(csv_path) + df = calculate_technical_indicators(df) - # We'll exclude 'Close' from the feature set 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' - data = data[['Date'] + feature_columns + [target_column]] - data.dropna(inplace=True) + df = df[['Date']+ feature_columns+[target_column]].dropna() - # 2) Scaling + from sklearn.preprocessing import MinMaxScaler scaler_features = MinMaxScaler() scaler_target = MinMaxScaler() - X_all = data[feature_columns].values - y_all = data[[target_column]].values + 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 LSTM sequences - def create_sequences(features, target, window_size=15): + # 2) Create sequences + def create_sequences(features, target, window_size): X_seq, y_seq = [], [] - for i in range(len(features)-window_size): + 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) - window_size = 15 - X, y = create_sequences(X_scaled, y_scaled, window_size) + X, y = create_sequences(X_scaled, y_scaled, lstm_window_size) - # 4) Train/Val/Test Split + # 3) 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 + test_size = len(X)- train_size- val_size - X_train, X_val, X_test = X[:train_size], X[train_size:train_size+val_size], X[train_size+val_size:] - y_train, y_val, y_test = y[:train_size], y[train_size:train_size+val_size], y[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}") @@ -219,14 +267,14 @@ def main(): logging.info(f"Scaled validation target shape: {y_val.shape}") logging.info(f"Scaled testing target shape: {y_test.shape}") - # 5) GPU or CPU + # 4) GPU config def configure_device(): 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"{len(gpus)} GPU(s) detected and configured.") + logging.info(f"{len(gpus)} GPU(s) detected & configured.") except RuntimeError as e: logging.error(e) else: @@ -234,39 +282,44 @@ def main(): configure_device() - # 6) Build LSTM - def build_advanced_lstm(input_shape, hyperparams): + # 5) Build LSTM function + def build_lstm(input_shape, hyperparams): + from tensorflow.keras.regularizers import l2 model = Sequential() - for i in range(hyperparams['num_lstm_layers']): - return_seqs = (i < hyperparams['num_lstm_layers'] - 1) + 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(hyperparams['lstm_units'], - return_sequences=return_seqs, - kernel_regularizer=tf.keras.regularizers.l2(0.001)), + LSTM(units, return_sequences=return_seqs, kernel_regularizer=l2(1e-4)), input_shape=input_shape if i==0 else None )) - model.add(Dropout(hyperparams['dropout_rate'])) - + model.add(Dropout(drop)) model.add(Dense(1, activation='linear')) - if hyperparams['optimizer'] == 'Adam': - opt = Adam(learning_rate=hyperparams['learning_rate'], decay=hyperparams['decay']) - elif hyperparams['optimizer'] == 'Nadam': - opt = Nadam(learning_rate=hyperparams['learning_rate']) + 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=hyperparams['learning_rate']) + opt= Adam(learning_rate=lr) - model.compile(optimizer=opt, loss=Huber(), metrics=['mae']) + model.compile(loss=Huber(), optimizer=opt, metrics=['mae']) return model - # 7) Optuna Tuning - def 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_loguniform('learning_rate', 1e-5, 1e-2) - optimizer_name = trial.suggest_categorical('optimizer', ['Adam','Nadam']) - decay = trial.suggest_float('decay', 0.0, 1e-4) + # 6) Optuna objective for LSTM + def lstm_objective(trial): + import tensorflow as tf + 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_loguniform('learning_rate',1e-5,1e-2) + optimizer_name = trial.suggest_categorical('optimizer',['Adam','Nadam']) + decay = trial.suggest_float('decay',0.0,1e-4) hyperparams = { 'num_lstm_layers': num_lstm_layers, @@ -277,295 +330,390 @@ def main(): 'decay': decay } - model_ = build_advanced_lstm((X_train.shape[1], X_train.shape[2]), hyperparams) + 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( + history= model_.fit( X_train, y_train, epochs=100, batch_size=16, - validation_data=(X_val, y_val), + 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 - logging.info("Starting hyperparameter optimization with Optuna...") - study = optuna.create_study(direction='minimize') - study.optimize(objective, n_trials=50) + logging.info("Starting LSTM hyperparam optimization with Optuna...") + study_lstm= optuna.create_study(direction='minimize') + study_lstm.optimize(lstm_objective, n_trials=n_trials_lstm) + best_lstm_params = study_lstm.best_params + logging.info(f"Best LSTM Hyperparams: {best_lstm_params}") - best_params = study.best_params - logging.info(f"Best Hyperparameters from Optuna: {best_params}") + # 7) Train final LSTM + 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) - # 8) Train the Best LSTM - best_model = build_advanced_lstm((X_train.shape[1], X_train.shape[2]), best_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 the best LSTM model with optimized hyperparameters...") - history = best_model.fit( - X_train, y_train, + logging.info("Training best LSTM model with found hyperparams...") + hist= final_lstm.fit( + X_train,y_train, epochs=300, batch_size=16, - validation_data=(X_val, y_val), + validation_data=(X_val,y_val), callbacks=[early_stop_final, lr_reduce_final], verbose=1 ) - # 9) Evaluate - def evaluate_model(model, X_test, y_test): - logging.info("Evaluating model (LSTM)...") - y_pred_scaled = model.predict(X_test).flatten() - y_pred_scaled = np.clip(y_pred_scaled, 0, 1) + # Evaluate LSTM + def evaluate_lstm(model, X_test, y_test): + logging.info("Evaluating final LSTM...") + 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() + 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) + 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) + 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}") - logging.info(f"Test RMSE: {rmse}") - logging.info(f"Test MAE: {mae}") - logging.info(f"Test R2 Score: {r2}") + logging.info(f"Test MSE: {mse_}") + logging.info(f"Test RMSE: {rmse_}") + logging.info(f"Test MAE: {mae_}") + logging.info(f"Test R2 Score: {r2_}") logging.info(f"Directional Accuracy: {directional_accuracy}") # Plot plt.figure(figsize=(14,7)) plt.plot(y_test_actual, label='Actual Price') plt.plot(y_pred, label='Predicted Price') - plt.title('Actual vs Predicted Prices') - plt.xlabel('Time Step') - plt.ylabel('Price') + plt.title('LSTM: Actual vs Predicted') plt.legend() plt.grid(True) - plt.savefig('actual_vs_predicted.png') + plt.savefig('lstm_actual_vs_pred.png') plt.close() - logging.info("Plot saved as 'actual_vs_predicted.png'") # Tabulate first 40 - table_data = [] - for i in range(min(40, len(y_test_actual))): - table_data.append([i, round(y_test_actual[i],2), round(y_pred[i],2)]) - headers = ["Index", "Actual Price", "Predicted Price"] - print(tabulate(table_data, headers=headers, tablefmt="pretty")) + 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(tabulate(table, headers=headers, tablefmt="pretty")) + return r2_, directional_accuracy - return mse, rmse, mae, r2, directional_accuracy + _r2, _diracc= evaluate_lstm(final_lstm, X_test, y_test) - mse, rmse, mae, r2, directional_accuracy = evaluate_model(best_model, X_test, y_test) + # Save LSTM + 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 + scalers (best_lstm_model.h5, scaler_features.pkl, scaler_target.pkl).") - # 10) Save - best_model.save('optimized_lstm_model.h5') - import joblib - joblib.dump(scaler_features, 'scaler_features.save') - joblib.dump(scaler_target, 'scaler_target.save') - logging.info("Model and scalers saved (optimized_lstm_model.h5, scaler_features.save, scaler_target.save).") - - ########################################################## - # 11) Reinforcement Learning: StockTradingEnv + DQN - ########################################################## - class StockTradingEnv(gym.Env): + ############################################################ + # B) DQN PART: BUILD ENV THAT USES THE LSTM + FORECAST + ############################################################ + class StockTradingEnvWithLSTM(gym.Env): """ - A simple stock trading environment for OpenAI Gym - with step-based reward = net_worth - initial_balance. + An environment that uses the LSTM model's predicted next day close + as part of the observation: + obs = [technical indicators, balance, shares, cost_basis, predicted_next_close]. + Reward => net_worth - initial_balance each step. """ - metadata = {'render.modes': ['human']} + metadata = {'render.modes':['human']} - def __init__(self, df, initial_balance=10000, transaction_cost=0.001): + def __init__(self, df, feature_columns, lstm_model, scaler_features, scaler_target, + window_size=15, initial_balance=10000, transaction_cost=0.001): super().__init__() - self.df = df.reset_index() - self.initial_balance = initial_balance - self.balance = initial_balance - self.net_worth = initial_balance - self.max_steps = len(df) - self.current_step = 0 - self.shares_held = 0 - self.cost_basis = 0 - self.transaction_cost = transaction_cost + 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 - # Re-use feature_columns from above - self.feature_columns = feature_columns + self.initial_balance= initial_balance + self.balance= initial_balance + self.net_worth= initial_balance + self.transaction_cost= transaction_cost - # Action space: 0=Sell,1=Hold,2=Buy - self.action_space = spaces.Discrete(3) + self.max_steps= len(df) + self.current_step=0 + self.shares_held=0 + self.cost_basis=0 - # Observation = [17 indicators + balance + shares + cost_basis] => total 20 - self.observation_space = spaces.Box( - low=0, - high=1, - shape=(len(self.feature_columns)+3,), + # raw array of features + self.raw_features= df[feature_columns].values + + # 0=Sell,1=Hold,2=Buy + self.action_space= spaces.Discrete(3) + + # observation dimension = len(feature_columns)+3 +1 => 17 + 3 +1=21 + self.observation_space= spaces.Box( + low=0, high=1, + shape=(len(feature_columns)+3+1,), dtype=np.float32 ) 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._next_observation() + 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 _next_observation(self): - obs_vals = self.df.loc[self.current_step, self.feature_columns].values - # simple normalization - if np.max(obs_vals)!=0: - obs_vals = obs_vals / np.max(obs_vals) + 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 - additional = np.array([ + # account info + additional= np.array([ self.balance/self.initial_balance, self.shares_held/100.0, - self.cost_basis/self.initial_balance + self.cost_basis/(self.initial_balance+1e-9) ], dtype=np.float32) - return np.concatenate([obs_vals, additional]).astype(np.float32) + # LSTM prediction + if self.current_step< self.window_size: + # not enough history => no forecast + 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) + 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] + # either keep raw or scale it. We'll do a naive scale by /1000 if typical price is double digits + predicted_close= unscaled/1000.0 + + obs= np.concatenate([row_norm, additional, [predicted_close]]).astype(np.float32) + return obs def step(self, action): - current_price = self.df.loc[self.current_step, 'Close'] + 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 action==2: # BUY + shares_bought= int(self.balance// current_price) if shares_bought>0: cost= shares_bought* current_price - fee = cost* self.transaction_cost + fee= cost* self.transaction_cost self.balance-= (cost+ fee) old_shares= self.shares_held self.shares_held+= shares_bought - # Weighted average cost self.cost_basis=( - (self.cost_basis* old_shares)+(shares_bought* current_price) + (self.cost_basis* old_shares)+ (shares_bought* current_price) )/ self.shares_held - elif action==0: # Sell + elif action==0: # SELL if self.shares_held>0: revenue= self.shares_held* current_price - fee = revenue*self.transaction_cost + fee= revenue* self.transaction_cost self.balance+= (revenue- fee) self.shares_held=0 self.cost_basis=0 - prev_net_worth= self.net_worth self.net_worth= self.balance+ self.shares_held* current_price self.current_step+=1 - done= (self.current_step>= self.max_steps-1) + done= (self.current_step>= self.max_steps -1) - # Reward: net_worth - initial_balance (like original code) reward= self.net_worth- self.initial_balance - - obs= self._next_observation() + 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}, " - f"Balance: {self.balance:.2f}, " - f"Shares: {self.shares_held}, " - f"NetWorth: {self.net_worth:.2f}, " - f"Profit: {profit:.2f}") + f"Balance={self.balance:.2f}, " + f"Shares={self.shares_held}, " + f"NetWorth={self.net_worth:.2f}, " + f"Profit={profit:.2f}") + ################################### + # C) DQN HYPERPARAM TUNING W/ LSTM + ################################### + # We'll define a function that trains a DQN with trial hyperparams, + # then evaluates final net worth on one run. + from stable_baselines3.common.evaluation import evaluate_policy - def train_dqn_agent(env): - logging.info("Training DQN Agent (step-based reward).") - try: - model = DQN( - 'MlpPolicy', - env, - verbose=1, - learning_rate=1e-3, - buffer_size=10000, - learning_starts=1000, - batch_size=64, - tau=1.0, - gamma=0.99, - train_freq=4, - target_update_interval=1000, - exploration_fraction=0.1, - exploration_final_eps=0.02, - tensorboard_log="./dqn_stock_tensorboard/" - ) - model.learn(total_timesteps=100000) - model.save("dqn_stock_trading") - logging.info("DQN Agent trained and saved as 'dqn_stock_trading.zip'.") - return model - except Exception as e: - logging.error(f"Error training DQN Agent: {e}") - sys.exit(1) + # We'll define a small function to do final net worth check: + def evaluate_dqn_networth(model, env, n_episodes=1): + # We do a simple loop that runs the entire dataset (1 episode) + # to see final net worth. + # If you want multiple episodes, you can do multiple resets in random start positions, etc. + 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) + # We'll define the DQN objective with Optuna + def dqn_objective(trial): + # we sample some DQN hyperparams + lr = trial.suggest_loguniform("lr", 1e-5, 1e-2) + gamma = trial.suggest_float("gamma", 0.8, 0.9999) + exploration_fraction= trial.suggest_float("exploration_fraction", 0.01, 0.3) + buffer_size = trial.suggest_categorical("buffer_size",[5000,10000,20000]) + batch_size = trial.suggest_categorical("batch_size",[32,64,128]) - # 12) Train the DQN environment - logging.info("Initializing trading environment for DQN training...") - trading_env = StockTradingEnv(data, initial_balance=10000, transaction_cost=0.001) - vec_env = DummyVecEnv([lambda: trading_env]) + # Build environment fresh each time or reuse: + # We'll reuse the same data environment but new instance + env = StockTradingEnvWithLSTM( + df=df, + feature_columns= feature_columns, + lstm_model= final_lstm, # use the best LSTM + scaler_features= scaler_features, + scaler_target= scaler_target, + window_size= lstm_window_size + ) + vec_env = DummyVecEnv([lambda: env]) - dqn_model = train_dqn_agent(vec_env) - logging.info("DQN training complete.") + # Build DQN + from stable_baselines3 import DQN + from stable_baselines3.common.callbacks import BaseCallback - # 13) Optional: run DQN inference right away (like use_dqn.py) if user wants - if do_dqn_inference: - logging.info("Running DQN inference (test) after training...") - obs = vec_env.reset() - done = [False] - total_reward = 0.0 - step_data = [] - step_count = 0 + dqn_action_logger = ActionLoggingCallback(verbose=0) - # underlying env to access net worth, etc. - underlying_env = vec_env.envs[0] + model = DQN( + 'MlpPolicy', + vec_env, + verbose=0, + learning_rate= lr, + gamma= gamma, + exploration_fraction= exploration_fraction, + buffer_size= buffer_size, + batch_size= batch_size, + train_freq=4, + target_update_interval=1000, + # etc + ) + # Train some timesteps + model.learn(total_timesteps= dqn_total_timesteps, callback=dqn_action_logger) - while not done[0]: - step_count += 1 - action, _ = dqn_model.predict(obs, deterministic=True) - obs, reward, done, info = vec_env.step(action) - reward_scalar = reward[0] - total_reward += reward_scalar + # Evaluate final net worth + final_net_worth= evaluate_dqn_networth(model, env, n_episodes=dqn_eval_episodes) + # we want to maximize net worth => minimize negative net worth + return -final_net_worth - step_data.append({ - "Step": step_count, - "Action": int(action[0]), - "Reward": reward_scalar, - "Balance": underlying_env.balance, - "Shares": underlying_env.shares_held, - "NetWorth": underlying_env.net_worth - }) + logging.info("Starting DQN hyperparam tuning with Optuna (using LSTM environment)...") + study_dqn = optuna.create_study(direction='minimize') + study_dqn.optimize(dqn_objective, n_trials=n_trials_dqn) + best_dqn_params = study_dqn.best_params + logging.info(f"Best DQN hyperparams: {best_dqn_params}") - final_net_worth = underlying_env.net_worth - final_profit = final_net_worth - underlying_env.initial_balance + ################################### + # D) TRAIN FINAL DQN WITH BEST PARAMS + ################################### + logging.info("Training final DQN with best hyperparams & LSTM environment...") - print("\n=== DQN Agent Finished ===") - print(f"Total Steps Taken: {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}") + env_final = StockTradingEnvWithLSTM( + df=df, + feature_columns=feature_columns, + lstm_model= final_lstm, + scaler_features= scaler_features, + scaler_target= scaler_target, + window_size= lstm_window_size + ) + vec_env_final = DummyVecEnv([lambda: env_final]) - 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}") + # Build final model + final_dqn_logger = ActionLoggingCallback(verbose=1) # We'll see logs each rollout + final_model= DQN( + 'MlpPolicy', + vec_env_final, + verbose=1, + learning_rate= best_dqn_params['lr'], + gamma= best_dqn_params['gamma'], + exploration_fraction= best_dqn_params['exploration_fraction'], + buffer_size= best_dqn_params['buffer_size'], + batch_size= best_dqn_params['batch_size'], + train_freq=4, + target_update_interval=1000 + # etc if you want other params + ) + final_model.learn(total_timesteps= dqn_total_timesteps, callback= final_dqn_logger) + final_model.save("best_dqn_model_lstm.zip") - # Show last 15 steps (like use_dqn) - steps_to_display = 15 - last_n = step_data[-steps_to_display:] if len(step_data)> steps_to_display 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 {steps_to_display} Steps ==") - print(tabulate(rows, headers=headers, tablefmt="pretty")) + ################################### + # E) FINAL INFERENCE & LOG RESULTS + ################################### + logging.info("Running final inference with best DQN...") + + env_test = StockTradingEnvWithLSTM( + df=df, + feature_columns= feature_columns, + lstm_model= final_lstm, + scaler_features= scaler_features, + scaler_target= scaler_target, + window_size= lstm_window_size + ) + obs = env_test.reset() + done=False + total_reward=0.0 + step_data=[] + step_count=0 + + while not done: + step_count+=1 + action, _= final_model.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("All tasks complete. Exiting.") -if __name__ == "__main__": +if __name__=="__main__": main() diff --git a/src/Machine-Learning/LSTM-python/src/output.txt b/src/Machine-Learning/LSTM-python/src/output.txt index 5f0fc14..e69de29 100644 --- a/src/Machine-Learning/LSTM-python/src/output.txt +++ b/src/Machine-Learning/LSTM-python/src/output.txt @@ -1,755 +0,0 @@ -2025-01-28 15:04:48.050130: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. -2025-01-28 15:04:48.058161: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:477] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered -WARNING: All log messages before absl::InitializeLog() is called are written to STDERR -E0000 00:00:1738094688.067826 1860599 cuda_dnn.cc:8310] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered -E0000 00:00:1738094688.070648 1860599 cuda_blas.cc:1418] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered -2025-01-28 15:04:48.080640: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. -To enable the following instructions: AVX2 AVX_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. -2025-01-28 15:04:49,688 - INFO - Loading data from: BAT.csv -2025-01-28 15:04:49,975 - INFO - Data columns after renaming: ['Date', 'Open', 'High', 'Low', 'Close', 'Volume'] -2025-01-28 15:04:49,981 - INFO - Data loaded and sorted successfully. -2025-01-28 15:04:49,981 - INFO - Calculating technical indicators... -2025-01-28 15:04:49,994 - INFO - Technical indicators calculated successfully. -2025-01-28 15:04:50,017 - INFO - Scaled training features shape: (14134, 15, 17) -2025-01-28 15:04:50,017 - INFO - Scaled validation features shape: (3028, 15, 17) -2025-01-28 15:04:50,017 - INFO - Scaled testing features shape: (3030, 15, 17) -2025-01-28 15:04:50,017 - INFO - Scaled training target shape: (14134,) -2025-01-28 15:04:50,017 - INFO - Scaled validation target shape: (3028,) -2025-01-28 15:04:50,017 - INFO - Scaled testing target shape: (3030,) -2025-01-28 15:04:50.017801: E external/local_xla/xla/stream_executor/cuda/cuda_driver.cc:152] failed call to cuInit: INTERNAL: CUDA error: Failed call to cuInit: UNKNOWN ERROR (303) -2025-01-28 15:04:50,017 - INFO - No GPU detected, using CPU. -2025-01-28 15:04:50,017 - INFO - Starting hyperparameter optimization with Optuna... -[I 2025-01-28 15:04:50,018] A new study created in memory with name: no-name-b4ebac55-d435-4eaf-a6bf-632a052e29eb -/home/klein/codeWS/Projects/MidasTechnologiesLLC/MidasTechnologies/src/Machine-Learning/LSTM-python/src/main.py:270: FutureWarning: suggest_loguniform has been deprecated in v3.0.0. This feature will be removed in v6.0.0. See https://github.com/optuna/optuna/releases/tag/v3.0.0. Use suggest_float(..., log=True) instead. - learning_rate = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2) -/home/klein/codeWS/Projects/MidasTechnologiesLLC/MidasTechnologies/src/Machine-Learning/LSTM-python/venv/lib/python3.11/site-packages/keras/src/layers/rnn/bidirectional.py:107: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead. - super().__init__(**kwargs) -/home/klein/codeWS/Projects/MidasTechnologiesLLC/MidasTechnologies/src/Machine-Learning/LSTM-python/venv/lib/python3.11/site-packages/keras/src/optimizers/base_optimizer.py:86: UserWarning: Argument `decay` is no longer supported and will be ignored. - warnings.warn( -[I 2025-01-28 15:14:53,984] Trial 0 finished with value: 0.006462475284934044 and parameters: {'num_lstm_layers': 2, 'lstm_units': 32, 'dropout_rate': 0.4207541837093781, 'learning_rate': 0.0035177882389933455, 'optimizer': 'Adam', 'decay': 7.794465596020813e-05}. Best is trial 0 with value: 0.006462475284934044. -[I 2025-01-28 15:30:36,782] Trial 1 finished with value: 0.006599113345146179 and parameters: {'num_lstm_layers': 2, 'lstm_units': 32, 'dropout_rate': 0.3018952650975644, 'learning_rate': 2.7500384069489473e-05, 'optimizer': 'Nadam', 'decay': 7.188196889443198e-05}. Best is trial 0 with value: 0.006462475284934044. -[I 2025-01-28 15:51:29,746] Trial 2 finished with value: 0.006183582823723555 and parameters: {'num_lstm_layers': 3, 'lstm_units': 64, 'dropout_rate': 0.3093065496095473, 'learning_rate': 2.7448686090012564e-05, 'optimizer': 'Nadam', 'decay': 1.382917071998372e-05}. Best is trial 2 with value: 0.006183582823723555. -[I 2025-01-28 16:01:15,129] Trial 3 finished with value: 0.0053675794042646885 and parameters: {'num_lstm_layers': 1, 'lstm_units': 128, 'dropout_rate': 0.289644010515824, 'learning_rate': 5.358448482267538e-05, 'optimizer': 'Adam', 'decay': 4.564852646673817e-05}. Best is trial 3 with value: 0.0053675794042646885. -[I 2025-01-28 16:12:32,149] Trial 4 finished with value: 0.006236997898668051 and parameters: {'num_lstm_layers': 2, 'lstm_units': 32, 'dropout_rate': 0.34822747936356724, 'learning_rate': 3.060480821693451e-05, 'optimizer': 'Nadam', 'decay': 6.604386807553027e-05}. Best is trial 3 with value: 0.0053675794042646885. -[I 2025-01-28 16:13:08,743] Trial 5 pruned. Trial was pruned at epoch 10. -[I 2025-01-28 16:22:49,279] Trial 6 finished with value: 0.005848034285008907 and parameters: {'num_lstm_layers': 3, 'lstm_units': 32, 'dropout_rate': 0.13411745801634037, 'learning_rate': 0.0014205857011745193, 'optimizer': 'Nadam', 'decay': 8.697406765217153e-06}. Best is trial 3 with value: 0.0053675794042646885. -[I 2025-01-28 17:04:30,999] Trial 7 finished with value: 0.005048438441008329 and parameters: {'num_lstm_layers': 3, 'lstm_units': 128, 'dropout_rate': 0.19765746618085892, 'learning_rate': 0.002583172008475268, 'optimizer': 'Adam', 'decay': 1.5625335308276034e-06}. Best is trial 7 with value: 0.005048438441008329. -[I 2025-01-28 17:04:36,216] Trial 8 pruned. Trial was pruned at epoch 0. -[I 2025-01-28 17:14:07,125] Trial 9 finished with value: 0.006003894377499819 and parameters: {'num_lstm_layers': 2, 'lstm_units': 64, 'dropout_rate': 0.4622925138541135, 'learning_rate': 0.0016056695810371404, 'optimizer': 'Adam', 'decay': 2.0028598250196153e-05}. Best is trial 7 with value: 0.005048438441008329. -[I 2025-01-28 17:18:43,484] Trial 10 pruned. Trial was pruned at epoch 12. -[I 2025-01-28 17:28:46,816] Trial 11 finished with value: 0.00495215505361557 and parameters: {'num_lstm_layers': 1, 'lstm_units': 128, 'dropout_rate': 0.2219854870705783, 'learning_rate': 0.00039979515095136273, 'optimizer': 'Adam', 'decay': 4.4472223963536136e-05}. Best is trial 11 with value: 0.00495215505361557. -[I 2025-01-28 17:28:54,475] Trial 12 pruned. Trial was pruned at epoch 0. -[I 2025-01-28 17:29:14,670] Trial 13 pruned. Trial was pruned at epoch 0. -[I 2025-01-28 17:54:32,020] Trial 14 finished with value: 0.005490350071340799 and parameters: {'num_lstm_layers': 2, 'lstm_units': 128, 'dropout_rate': 0.22846211506333355, 'learning_rate': 0.0006264156825542581, 'optimizer': 'Adam', 'decay': 2.5854683037314192e-05}. Best is trial 11 with value: 0.00495215505361557. -[I 2025-01-28 18:36:28,808] Trial 15 finished with value: 0.004869749303907156 and parameters: {'num_lstm_layers': 3, 'lstm_units': 128, 'dropout_rate': 0.10623114100570855, 'learning_rate': 0.0006189400653019051, 'optimizer': 'Adam', 'decay': 5.039679740264025e-05}. Best is trial 15 with value: 0.004869749303907156. -[I 2025-01-28 18:36:35,218] Trial 16 pruned. Trial was pruned at epoch 0. -[I 2025-01-28 18:36:51,676] Trial 17 pruned. Trial was pruned at epoch 0. -[I 2025-01-28 18:47:20,746] Trial 18 finished with value: 0.00488312030211091 and parameters: {'num_lstm_layers': 1, 'lstm_units': 128, 'dropout_rate': 0.25299540653867386, 'learning_rate': 0.0008506347176332127, 'optimizer': 'Adam', 'decay': 6.51775406143977e-05}. Best is trial 15 with value: 0.004869749303907156. -[I 2025-01-28 18:49:17,237] Trial 19 pruned. Trial was pruned at epoch 4. -[I 2025-01-28 18:49:28,675] Trial 20 pruned. Trial was pruned at epoch 0. -[I 2025-01-28 18:59:46,591] Trial 21 finished with value: 0.004888925701379776 and parameters: {'num_lstm_layers': 1, 'lstm_units': 128, 'dropout_rate': 0.2465232113888559, 'learning_rate': 0.0006282058634700377, 'optimizer': 'Adam', 'decay': 6.337881975853687e-05}. Best is trial 15 with value: 0.004869749303907156. -[I 2025-01-28 18:59:54,694] Trial 22 pruned. Trial was pruned at epoch 0. -[I 2025-01-28 19:00:02,407] Trial 23 pruned. Trial was pruned at epoch 0. -[I 2025-01-28 19:06:51,672] Trial 24 finished with value: 0.004039669409394264 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.26745159934412993, 'learning_rate': 0.0036861335965407156, 'optimizer': 'Adam', 'decay': 7.092237020924796e-05}. Best is trial 24 with value: 0.004039669409394264. -[I 2025-01-28 19:13:25,181] Trial 25 finished with value: 0.00434596324339509 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.3488214386212013, 'learning_rate': 0.006805292430949425, 'optimizer': 'Adam', 'decay': 7.293145102002483e-05}. Best is trial 24 with value: 0.004039669409394264. -[I 2025-01-28 19:13:50,992] Trial 26 pruned. Trial was pruned at epoch 1. -[I 2025-01-28 19:22:31,113] Trial 27 finished with value: 0.004139800556004047 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.33882168193373896, 'learning_rate': 0.0051538120174440556, 'optimizer': 'Adam', 'decay': 7.457290245389714e-05}. Best is trial 24 with value: 0.004039669409394264. -[I 2025-01-28 19:22:37,938] Trial 28 pruned. Trial was pruned at epoch 0. -[I 2025-01-28 19:31:20,197] Trial 29 finished with value: 0.004458131734281778 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.3975902210287364, 'learning_rate': 0.0039008070488811214, 'optimizer': 'Adam', 'decay': 7.646867328634962e-05}. Best is trial 24 with value: 0.004039669409394264. -[I 2025-01-28 19:32:29,351] Trial 30 pruned. Trial was pruned at epoch 12. -[I 2025-01-28 19:38:56,446] Trial 31 finished with value: 0.004583392292261124 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.3971569767258487, 'learning_rate': 0.0030311316921540973, 'optimizer': 'Adam', 'decay': 8.060597836383426e-05}. Best is trial 24 with value: 0.004039669409394264. -[I 2025-01-28 19:40:05,032] Trial 32 pruned. Trial was pruned at epoch 12. -[I 2025-01-28 19:46:19,877] Trial 33 pruned. Trial was pruned at epoch 72. -[I 2025-01-28 19:53:35,776] Trial 34 finished with value: 0.0041373432613909245 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.3021583088265823, 'learning_rate': 0.0043342636738579335, 'optimizer': 'Nadam', 'decay': 8.967173923922669e-05}. Best is trial 24 with value: 0.004039669409394264. -[I 2025-01-28 20:02:24,490] Trial 35 finished with value: 0.003968455828726292 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.28876866156483805, 'learning_rate': 0.007636098264780112, 'optimizer': 'Nadam', 'decay': 8.983659825592246e-05}. Best is trial 35 with value: 0.003968455828726292. -[I 2025-01-28 20:11:06,302] Trial 36 finished with value: 0.004536388907581568 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.29568351648610514, 'learning_rate': 0.0017894187672243074, 'optimizer': 'Nadam', 'decay': 9.039345894407139e-05}. Best is trial 35 with value: 0.003968455828726292. -[I 2025-01-28 20:11:33,150] Trial 37 pruned. Trial was pruned at epoch 1. -[I 2025-01-28 20:20:20,636] Trial 38 finished with value: 0.003983697853982449 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.29416607098300745, 'learning_rate': 0.008012369183301381, 'optimizer': 'Nadam', 'decay': 8.482908708977454e-05}. Best is trial 35 with value: 0.003968455828726292. -[I 2025-01-28 20:20:26,920] Trial 39 pruned. Trial was pruned at epoch 0. -[I 2025-01-28 20:26:35,944] Trial 40 pruned. Trial was pruned at epoch 32. -[I 2025-01-28 20:35:22,200] Trial 41 finished with value: 0.004265154711902142 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.32790959022231464, 'learning_rate': 0.004206569247355144, 'optimizer': 'Nadam', 'decay': 6.941453875509157e-05}. Best is trial 35 with value: 0.003968455828726292. -[I 2025-01-28 20:44:07,137] Trial 42 finished with value: 0.0042813909240067005 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.30484878293285017, 'learning_rate': 0.0021056706598568797, 'optimizer': 'Nadam', 'decay': 8.135810276397783e-05}. Best is trial 35 with value: 0.003968455828726292. -[I 2025-01-28 20:44:24,140] Trial 43 pruned. Trial was pruned at epoch 3. -[I 2025-01-28 20:44:31,305] Trial 44 pruned. Trial was pruned at epoch 0. -[I 2025-01-28 20:53:16,763] Trial 45 finished with value: 0.004259718116372824 and parameters: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.3267360062440573, 'learning_rate': 0.002679482382626152, 'optimizer': 'Nadam', 'decay': 7.950450144860794e-05}. Best is trial 35 with value: 0.003968455828726292. -[I 2025-01-28 20:53:39,571] Trial 46 pruned. Trial was pruned at epoch 3. -[I 2025-01-28 20:59:11,474] Trial 47 finished with value: 0.004045072942972183 and parameters: {'num_lstm_layers': 1, 'lstm_units': 32, 'dropout_rate': 0.23313525743608937, 'learning_rate': 0.006866933071435267, 'optimizer': 'Nadam', 'decay': 9.660689136672584e-05}. Best is trial 35 with value: 0.003968455828726292. -[I 2025-01-28 20:59:28,659] Trial 48 pruned. Trial was pruned at epoch 3. -[I 2025-01-28 20:59:39,466] Trial 49 pruned. Trial was pruned at epoch 1. -2025-01-28 20:59:39,467 - INFO - Best Hyperparameters from Optuna: {'num_lstm_layers': 1, 'lstm_units': 96, 'dropout_rate': 0.28876866156483805, 'learning_rate': 0.007636098264780112, 'optimizer': 'Nadam', 'decay': 8.983659825592246e-05} -2025-01-28 20:59:39,505 - INFO - Training the best LSTM model with optimized hyperparameters... -Epoch 1/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 24:13 2s/step - loss: 0.0907 - mae: 0.1543  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.3910 - mae: 0.5003   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.2770 - mae: 0.3549  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.2257 - mae: 0.2911  43/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.1907 - mae: 0.2478  52/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.1707 - mae: 0.2232  62/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.1537 - mae: 0.2025  72/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.1405 - mae: 0.1865  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.1297 - mae: 0.1735  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.1208 - mae: 0.1628 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.1139 - mae: 0.1547 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.1073 - mae: 0.1470 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.1032 - mae: 0.1421 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.0985 - mae: 0.1366 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.0942 - mae: 0.1316 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 0.0904 - mae: 0.1271 154/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 0.0869 - mae: 0.1230 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 0.0834 - mae: 0.1189 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 0.0802 - mae: 0.1152 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 0.0776 - mae: 0.1121 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 0.0754 - mae: 0.1096 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 0.0731 - mae: 0.1070 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 0.0710 - mae: 0.1045 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 0.0690 - mae: 0.1022 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 0.0669 - mae: 0.0998 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 0.0652 - mae: 0.0978 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 0.0634 - mae: 0.0957 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 0.0617 - mae: 0.0938 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 0.0602 - mae: 0.0921 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 0.0587 - mae: 0.0904 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 0.0573 - mae: 0.0888 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 0.0558 - mae: 0.0871 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 0.0546 - mae: 0.0858 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 0.0533 - mae: 0.0843 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 0.0522 - mae: 0.0830 337/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0511 - mae: 0.0818 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0499 - mae: 0.0805 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0489 - mae: 0.0793 368/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0480 - mae: 0.0783 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0472 - mae: 0.0774 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0463 - mae: 0.0764 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0456 - mae: 0.0756 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0449 - mae: 0.0748 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0441 - mae: 0.0739 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0433 - mae: 0.0730 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0426 - mae: 0.0722 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0419 - mae: 0.0715 454/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0413 - mae: 0.0708 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0407 - mae: 0.0701 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0401 - mae: 0.0694 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0395 - mae: 0.0687 493/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0390 - mae: 0.0681 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0384 - mae: 0.0675 512/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 0.0379 - mae: 0.0669 522/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0374 - mae: 0.0664 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0369 - mae: 0.0658 542/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0364 - mae: 0.0652 552/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0359 - mae: 0.0647 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0355 - mae: 0.0642 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0350 - mae: 0.0637 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0346 - mae: 0.0632 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0341 - mae: 0.0628 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0337 - mae: 0.0623 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0334 - mae: 0.0619 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0330 - mae: 0.0614 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0326 - mae: 0.0610 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0322 - mae: 0.0606 651/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0318 - mae: 0.0602 662/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 0.0272 - mae: 0.0550 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0269 - mae: 0.0547 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0267 - mae: 0.0544 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0265 - mae: 0.0542 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0263 - mae: 0.0539 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0260 - mae: 0.0536 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0258 - mae: 0.0534 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0256 - mae: 0.0532 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0254 - mae: 0.0529 884/884 ━━━━━━━━━━━━━━━━━━━━ 7s 6ms/step - loss: 0.0253 - mae: 0.0529 - val_loss: 3.3897e-04 - val_mae: 0.0090 - learning_rate: 0.0076 -Epoch 2/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 16s 18ms/step - loss: 6.9842e-04 - mae: 0.0238  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 6.3434e-04 - mae: 0.0208   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 6.8189e-04 - mae: 0.0218  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 4.2456e-04 - mae: 0.0168 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.2678e-04 - mae: 0.0168 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.2919e-04 - mae: 0.0169 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.3147e-04 - mae: 0.0169 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.3314e-04 - mae: 0.0169 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.3490e-04 - mae: 0.0170 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.3633e-04 - mae: 0.0170 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.3797e-04 - mae: 0.0170 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.3960e-04 - mae: 0.0170 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.4102e-04 - mae: 0.0170 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.4206e-04 - mae: 0.0171 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.4271e-04 - mae: 0.0171 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.4326e-04 - mae: 0.0171 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.4361e-04 - mae: 0.0171 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.4382e-04 - mae: 0.0170 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.4388e-04 - mae: 0.0170 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.4379e-04 - mae: 0.0170 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.4368e-04 - mae: 0.0170 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 4.4358e-04 - mae: 0.0170 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.4343e-04 - mae: 0.0170 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.4319e-04 - mae: 0.0170 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.4290e-04 - mae: 0.0170 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.4255e-04 - mae: 0.0170 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.4221e-04 - mae: 0.0169 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.4172e-04 - mae: 0.0169 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.4131e-04 - mae: 0.0169 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.4092e-04 - mae: 0.0169 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.4050e-04 - mae: 0.0169 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.4006e-04 - mae: 0.0169 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.3963e-04 - mae: 0.0169 450/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.3921e-04 - mae: 0.0169 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.3888e-04 - mae: 0.0169 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.3853e-04 - mae: 0.0169 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.3816e-04 - mae: 0.0168 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.3775e-04 - mae: 0.0168 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.3738e-04 - mae: 0.0168 506/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.3733e-04 - mae: 0.0168 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 4.3740e-04 - mae: 0.0168 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3755e-04 - mae: 0.0168 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3771e-04 - mae: 0.0168 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3786e-04 - mae: 0.0168 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3800e-04 - mae: 0.0168 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3811e-04 - mae: 0.0168 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3824e-04 - mae: 0.0168 583/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3834e-04 - mae: 0.0168 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3844e-04 - mae: 0.0168 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3855e-04 - mae: 0.0168 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3861e-04 - mae: 0.0168 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3865e-04 - mae: 0.0168 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3867e-04 - mae: 0.0168 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3866e-04 - mae: 0.0168 650/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3862e-04 - mae: 0.0168 661/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3854e-04 - mae: 0.0168 670/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3844e-04 - mae: 0.0168 680/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3834e-04 - mae: 0.0168 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3825e-04 - mae: 0.0168 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 4.3815e-04 - mae: 0.0168 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3804e-04 - mae: 0.0168 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3801e-04 - mae: 0.0168 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3799e-04 - mae: 0.0168 738/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3798e-04 - mae: 0.0168 747/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3798e-04 - mae: 0.0168 757/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3798e-04 - mae: 0.0168 767/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3801e-04 - mae: 0.0168 777/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3803e-04 - mae: 0.0168 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3804e-04 - mae: 0.0168 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3804e-04 - mae: 0.0168 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3803e-04 - mae: 0.0168 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3802e-04 - mae: 0.0168 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3801e-04 - mae: 0.0168 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3804e-04 - mae: 0.0168 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3808e-04 - mae: 0.0168 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3812e-04 - mae: 0.0168 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3815e-04 - mae: 0.0168 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3819e-04 - mae: 0.0168 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 4.3821e-04 - mae: 0.0168 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 4.3823e-04 - mae: 0.0168 - val_loss: 3.1969e-04 - val_mae: 0.0156 - learning_rate: 0.0076 -Epoch 9/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 16s 19ms/step - loss: 5.1524e-04 - mae: 0.0207  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 4.2964e-04 - mae: 0.0178   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 4.1992e-04 - mae: 0.0176  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 4.0882e-04 - mae: 0.0172  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 4.0144e-04 - mae: 0.0169  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.9332e-04 - mae: 0.0165  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 2.6370e-04 - mae: 0.0124 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.6359e-04 - mae: 0.0123 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.6328e-04 - mae: 0.0123 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 2.6290e-04 - mae: 0.0123 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 2.6294e-04 - mae: 0.0123 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 2.6302e-04 - mae: 0.0123 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 2.6317e-04 - mae: 0.0123 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 2.6320e-04 - mae: 0.0123 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 2.6321e-04 - mae: 0.0123 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.6320e-04 - mae: 0.0123 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.6313e-04 - mae: 0.0123 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.6298e-04 - mae: 0.0123 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.6270e-04 - mae: 0.0123 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.6240e-04 - mae: 0.0123 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 2.7378e-04 - mae: 0.0135 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7379e-04 - mae: 0.0135 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7380e-04 - mae: 0.0135 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7382e-04 - mae: 0.0135 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7385e-04 - mae: 0.0135 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7389e-04 - mae: 0.0135 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 2.7391e-04 - mae: 0.0135 - val_loss: 2.1413e-04 - val_mae: 0.0098 - learning_rate: 0.0038 -Epoch 15/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 4.1175e-04 - mae: 0.0193  9/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 3.5549e-04 - mae: 0.0163   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 3.4085e-04 - mae: 0.0160  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.2051e-04 - mae: 0.0153  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.1243e-04 - mae: 0.0151  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.0554e-04 - mae: 0.0148  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.9882e-04 - mae: 0.0146  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.9297e-04 - mae: 0.0144  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8873e-04 - mae: 0.0143  85/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8651e-04 - mae: 0.0142  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8527e-04 - mae: 0.0141 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8462e-04 - mae: 0.0141 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8420e-04 - mae: 0.0141 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8461e-04 - mae: 0.0141 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8650e-04 - mae: 0.0141 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8815e-04 - mae: 0.0141 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8923e-04 - mae: 0.0141 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.9035e-04 - mae: 0.0141 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 2.9138e-04 - mae: 0.0141 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.9188e-04 - mae: 0.0141 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.9241e-04 - mae: 0.0141 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.9268e-04 - mae: 0.0141 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.9270e-04 - mae: 0.0141 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.9254e-04 - mae: 0.0140 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.9213e-04 - mae: 0.0140 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.9168e-04 - mae: 0.0140 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.9118e-04 - mae: 0.0140 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.9067e-04 - mae: 0.0140 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.9008e-04 - mae: 0.0139 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.8939e-04 - mae: 0.0139 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.8873e-04 - mae: 0.0139 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.8795e-04 - mae: 0.0139 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.8723e-04 - mae: 0.0138 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.8643e-04 - mae: 0.0138 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.8561e-04 - mae: 0.0138 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.8487e-04 - mae: 0.0138 342/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.8399e-04 - mae: 0.0137 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.8338e-04 - mae: 0.0137 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.8290e-04 - mae: 0.0137 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.8247e-04 - mae: 0.0137 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.8192e-04 - mae: 0.0137 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.8139e-04 - mae: 0.0137 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.8087e-04 - mae: 0.0136 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.8039e-04 - mae: 0.0136 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7997e-04 - mae: 0.0136 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7954e-04 - mae: 0.0136 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7913e-04 - mae: 0.0136 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7871e-04 - mae: 0.0136 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7843e-04 - mae: 0.0136 463/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7826e-04 - mae: 0.0136 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7808e-04 - mae: 0.0136 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7792e-04 - mae: 0.0136 492/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7787e-04 - mae: 0.0136 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7782e-04 - mae: 0.0135 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7776e-04 - mae: 0.0135 518/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7769e-04 - mae: 0.0135 526/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.7762e-04 - mae: 0.0135 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7753e-04 - mae: 0.0135 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7743e-04 - mae: 0.0135 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7730e-04 - mae: 0.0135 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7718e-04 - mae: 0.0135 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7705e-04 - mae: 0.0135 582/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7696e-04 - mae: 0.0135 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7685e-04 - mae: 0.0135 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7672e-04 - mae: 0.0135 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7656e-04 - mae: 0.0135 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7638e-04 - mae: 0.0135 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7621e-04 - mae: 0.0135 639/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7603e-04 - mae: 0.0135 648/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7586e-04 - mae: 0.0135 658/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7568e-04 - mae: 0.0134 667/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7553e-04 - mae: 0.0134 676/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7538e-04 - mae: 0.0134 685/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7523e-04 - mae: 0.0134 694/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7508e-04 - mae: 0.0134 705/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.7489e-04 - mae: 0.0134 714/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7477e-04 - mae: 0.0134 724/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7468e-04 - mae: 0.0134 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7458e-04 - mae: 0.0134 744/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7449e-04 - mae: 0.0134 754/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7439e-04 - mae: 0.0134 764/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7429e-04 - mae: 0.0134 774/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7419e-04 - mae: 0.0134 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7408e-04 - mae: 0.0134 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7397e-04 - mae: 0.0134 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7386e-04 - mae: 0.0134 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7375e-04 - mae: 0.0134 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7365e-04 - mae: 0.0134 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7356e-04 - mae: 0.0134 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7347e-04 - mae: 0.0134 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7337e-04 - mae: 0.0134 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7326e-04 - mae: 0.0134 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7318e-04 - mae: 0.0134 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.7308e-04 - mae: 0.0134 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 2.7301e-04 - mae: 0.0133 - val_loss: 1.9778e-04 - val_mae: 0.0125 - learning_rate: 0.0038 -Epoch 16/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 3.1245e-04 - mae: 0.0171  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 3.0251e-04 - mae: 0.0155   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.7109e-04 - mae: 0.0144  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.5111e-04 - mae: 0.0137  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.4068e-04 - mae: 0.0133  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.3978e-04 - mae: 0.0131  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.3918e-04 - mae: 0.0130  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.3846e-04 - mae: 0.0129  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 2.2875e-04 - mae: 0.0121 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.2678e-04 - mae: 0.0121 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.2513e-04 - mae: 0.0120 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.2333e-04 - mae: 0.0120 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.2185e-04 - mae: 0.0120 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.2023e-04 - mae: 0.0120 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.1869e-04 - mae: 0.0119 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.1736e-04 - mae: 0.0119 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.1601e-04 - mae: 0.0119 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.1484e-04 - mae: 0.0119 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.1374e-04 - mae: 0.0118 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.1286e-04 - mae: 0.0118 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.1216e-04 - mae: 0.0118 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.1155e-04 - mae: 0.0118 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 3.4827e-04 - mae: 0.0148  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.2937e-04 - mae: 0.0145  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.1258e-04 - mae: 0.0142  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.9882e-04 - mae: 0.0139  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8878e-04 - mae: 0.0137  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8034e-04 - mae: 0.0135  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.7335e-04 - mae: 0.0134  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.7044e-04 - mae: 0.0133 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.6783e-04 - mae: 0.0133 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.6544e-04 - mae: 0.0132 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.6280e-04 - mae: 0.0131 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.6022e-04 - mae: 0.0131 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.5807e-04 - mae: 0.0130 150/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.5604e-04 - mae: 0.0130 160/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.8994e-04 - mae: 0.0113 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.9022e-04 - mae: 0.0113 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.9048e-04 - mae: 0.0113 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.9075e-04 - mae: 0.0113 347/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.9097e-04 - mae: 0.0113 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9114e-04 - mae: 0.0113 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9138e-04 - mae: 0.0114 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9166e-04 - mae: 0.0114 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9194e-04 - mae: 0.0114 395/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9217e-04 - mae: 0.0114 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9237e-04 - mae: 0.0114 414/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9253e-04 - mae: 0.0114 424/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9271e-04 - mae: 0.0114 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9285e-04 - mae: 0.0114 443/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.9432e-04 - mae: 0.0115 583/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9434e-04 - mae: 0.0115 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9436e-04 - mae: 0.0115 602/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9437e-04 - mae: 0.0115 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9437e-04 - mae: 0.0115 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9436e-04 - mae: 0.0115 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9437e-04 - mae: 0.0115 638/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9437e-04 - mae: 0.0115 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9437e-04 - mae: 0.0115 656/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9436e-04 - mae: 0.0115 666/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9435e-04 - mae: 0.0115 676/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9432e-04 - mae: 0.0115 686/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9430e-04 - mae: 0.0115 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9427e-04 - mae: 0.0115 706/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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loss: 1.9388e-04 - mae: 0.0115 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9386e-04 - mae: 0.0115 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9384e-04 - mae: 0.0115 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9381e-04 - mae: 0.0115 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9378e-04 - mae: 0.0115 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.9374e-04 - mae: 0.0115 - val_loss: 2.0415e-04 - val_mae: 0.0160 - learning_rate: 0.0019 -Epoch 22/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 3.4119e-04 - mae: 0.0178  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.2346e-04 - mae: 0.0131   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.1158e-04 - mae: 0.0125  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.0106e-04 - mae: 0.0121  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.9757e-04 - mae: 0.0119  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.9664e-04 - mae: 0.0119  55/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.9525e-04 - mae: 0.0119  64/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.9336e-04 - mae: 0.0118  74/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.9106e-04 - mae: 0.0117  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8846e-04 - mae: 0.0116  94/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8625e-04 - mae: 0.0116 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8456e-04 - mae: 0.0115 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8345e-04 - mae: 0.0115 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8218e-04 - mae: 0.0114 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8112e-04 - mae: 0.0114 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8061e-04 - mae: 0.0114 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8043e-04 - mae: 0.0114 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8137e-04 - mae: 0.0114 170/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8409e-04 - mae: 0.0114 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8711e-04 - mae: 0.0115 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8999e-04 - mae: 0.0115 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.9204e-04 - mae: 0.0115 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.9380e-04 - mae: 0.0116 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.9515e-04 - mae: 0.0116 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.9634e-04 - mae: 0.0116 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.9742e-04 - mae: 0.0116 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.9852e-04 - mae: 0.0116 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.9957e-04 - mae: 0.0117 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.0046e-04 - mae: 0.0117 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.0117e-04 - mae: 0.0117 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.0172e-04 - mae: 0.0117 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.0215e-04 - mae: 0.0117 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.0254e-04 - mae: 0.0117 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.0288e-04 - mae: 0.0117 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.0315e-04 - mae: 0.0117 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.0340e-04 - mae: 0.0117 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.0362e-04 - mae: 0.0117 345/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.0377e-04 - mae: 0.0117 354/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 2.0389e-04 - mae: 0.0117 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0396e-04 - mae: 0.0118 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0401e-04 - mae: 0.0118 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0409e-04 - mae: 0.0118 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0414e-04 - mae: 0.0118 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0416e-04 - mae: 0.0118 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0416e-04 - mae: 0.0118 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0413e-04 - mae: 0.0118 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0410e-04 - mae: 0.0118 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0405e-04 - mae: 0.0118 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0400e-04 - mae: 0.0118 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0393e-04 - mae: 0.0118 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0386e-04 - mae: 0.0118 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0377e-04 - mae: 0.0118 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0369e-04 - mae: 0.0118 496/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0360e-04 - mae: 0.0117 506/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0349e-04 - mae: 0.0117 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0338e-04 - mae: 0.0117 526/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 2.0326e-04 - mae: 0.0117 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0321e-04 - mae: 0.0117 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0316e-04 - mae: 0.0117 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0311e-04 - mae: 0.0117 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0304e-04 - mae: 0.0117 573/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0297e-04 - mae: 0.0117 582/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0293e-04 - mae: 0.0117 592/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0293e-04 - mae: 0.0117 602/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0294e-04 - mae: 0.0117 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0293e-04 - mae: 0.0117 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0291e-04 - mae: 0.0117 631/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0289e-04 - mae: 0.0117 641/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0287e-04 - mae: 0.0117 650/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0284e-04 - mae: 0.0117 658/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0282e-04 - mae: 0.0117 667/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0278e-04 - mae: 0.0117 676/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0276e-04 - mae: 0.0117 686/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0272e-04 - mae: 0.0117 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0269e-04 - mae: 0.0117 705/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.0265e-04 - mae: 0.0117 713/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0261e-04 - mae: 0.0117 722/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0258e-04 - mae: 0.0117 731/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0254e-04 - mae: 0.0117 740/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0249e-04 - mae: 0.0117 750/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0244e-04 - mae: 0.0117 760/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0239e-04 - mae: 0.0117 769/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0235e-04 - mae: 0.0117 778/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0233e-04 - mae: 0.0117 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0230e-04 - mae: 0.0117 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0228e-04 - mae: 0.0117 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0225e-04 - mae: 0.0117 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0221e-04 - mae: 0.0117 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0217e-04 - mae: 0.0117 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0213e-04 - mae: 0.0117 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0210e-04 - mae: 0.0117 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0206e-04 - mae: 0.0117 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0203e-04 - mae: 0.0117 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0199e-04 - mae: 0.0117 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.0196e-04 - mae: 0.0117 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 2.0194e-04 - mae: 0.0117 - val_loss: 8.3370e-05 - val_mae: 0.0056 - learning_rate: 0.0019 -Epoch 23/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 24s 28ms/step - loss: 1.4056e-04 - mae: 0.0099  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4581e-04 - mae: 0.0100   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4782e-04 - mae: 0.0099  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4423e-04 - mae: 0.0098  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4147e-04 - mae: 0.0097  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4015e-04 - mae: 0.0097  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3993e-04 - mae: 0.0098  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3979e-04 - mae: 0.0098  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.5667e-04 - mae: 0.0103 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5682e-04 - mae: 0.0103 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5697e-04 - mae: 0.0103 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5710e-04 - mae: 0.0103 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5719e-04 - mae: 0.0103 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5730e-04 - mae: 0.0103 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5735e-04 - mae: 0.0103 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5741e-04 - mae: 0.0103 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5745e-04 - mae: 0.0103 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5751e-04 - mae: 0.0103 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5754e-04 - mae: 0.0103 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5755e-04 - mae: 0.0103 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5754e-04 - mae: 0.0103 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5750e-04 - mae: 0.0103 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.2931e-04 - mae: 0.0098 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3015e-04 - mae: 0.0098 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3087e-04 - mae: 0.0098 139/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3168e-04 - mae: 0.0099 148/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3232e-04 - mae: 0.0099 157/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3285e-04 - mae: 0.0099 166/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3339e-04 - mae: 0.0099 175/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3392e-04 - mae: 0.0100 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3436e-04 - mae: 0.0100 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3466e-04 - mae: 0.0100 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3495e-04 - mae: 0.0100 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3527e-04 - mae: 0.0100 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3572e-04 - mae: 0.0100 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3656e-04 - mae: 0.0100 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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 1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.3586e-04 - mae: 0.0106  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1043e-04 - mae: 0.0092   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0576e-04 - mae: 0.0089  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0504e-04 - mae: 0.0088  36/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0580e-04 - mae: 0.0089  46/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1655e-04 - mae: 0.0090  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2557e-04 - mae: 0.0092  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3227e-04 - mae: 0.0094  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3603e-04 - mae: 0.0095  85/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3981e-04 - mae: 0.0096  94/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4237e-04 - mae: 0.0097 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4460e-04 - mae: 0.0097 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4643e-04 - mae: 0.0098 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.4232e-04 - mae: 0.0100 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.4227e-04 - mae: 0.0100 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.4222e-04 - mae: 0.0100 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.4217e-04 - mae: 0.0100 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.4213e-04 - mae: 0.0100 - val_loss: 5.3824e-05 - val_mae: 0.0048 - learning_rate: 4.7726e-04 -Epoch 29/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.8533e-04 - mae: 0.0141  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.2655e-04 - mae: 0.0107   18/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.2120e-04 - mae: 0.0101  27/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.2242e-04 - mae: 0.0100  37/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2425e-04 - mae: 0.0099  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2343e-04 - mae: 0.0098  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2237e-04 - mae: 0.0097  65/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2208e-04 - mae: 0.0097  74/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2213e-04 - mae: 0.0096  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2309e-04 - mae: 0.0096  94/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2408e-04 - mae: 0.0096 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2479e-04 - mae: 0.0096 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2521e-04 - mae: 0.0096 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2550e-04 - mae: 0.0097 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2593e-04 - mae: 0.0097 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2635e-04 - mae: 0.0097 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2664e-04 - mae: 0.0097 159/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2674e-04 - mae: 0.0097 169/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2711e-04 - mae: 0.0097 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2745e-04 - mae: 0.0097 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2771e-04 - mae: 0.0097 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2791e-04 - mae: 0.0097 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2806e-04 - mae: 0.0097 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2825e-04 - mae: 0.0097 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2847e-04 - mae: 0.0097 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2862e-04 - mae: 0.0097 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2872e-04 - mae: 0.0097 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2877e-04 - mae: 0.0097 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2881e-04 - mae: 0.0097 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2890e-04 - mae: 0.0097 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2894e-04 - mae: 0.0097 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2894e-04 - mae: 0.0097 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2890e-04 - mae: 0.0097 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2886e-04 - mae: 0.0097 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2882e-04 - mae: 0.0097 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2876e-04 - mae: 0.0097 343/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2872e-04 - mae: 0.0097 353/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2868e-04 - mae: 0.0097 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2863e-04 - mae: 0.0097 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2858e-04 - mae: 0.0097 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2853e-04 - mae: 0.0097 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2849e-04 - mae: 0.0097 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2845e-04 - mae: 0.0097 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2842e-04 - mae: 0.0097 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2840e-04 - mae: 0.0097 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2839e-04 - mae: 0.0097 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2839e-04 - mae: 0.0097 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2846e-04 - mae: 0.0097 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2854e-04 - mae: 0.0097 466/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2864e-04 - mae: 0.0097 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2875e-04 - mae: 0.0097 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2886e-04 - mae: 0.0097 496/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2897e-04 - mae: 0.0097 506/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2907e-04 - mae: 0.0097 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2918e-04 - mae: 0.0097 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2929e-04 - mae: 0.0097 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2938e-04 - mae: 0.0097 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2946e-04 - mae: 0.0097 552/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2953e-04 - mae: 0.0097 562/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2960e-04 - mae: 0.0097 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2965e-04 - mae: 0.0097 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2971e-04 - mae: 0.0097 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2977e-04 - mae: 0.0097 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2983e-04 - mae: 0.0097 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2988e-04 - mae: 0.0097 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2993e-04 - mae: 0.0097 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2998e-04 - mae: 0.0097 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3003e-04 - mae: 0.0097 649/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3006e-04 - mae: 0.0097 658/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3009e-04 - mae: 0.0097 668/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3013e-04 - mae: 0.0097 678/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3017e-04 - mae: 0.0097 688/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3021e-04 - mae: 0.0097 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3031e-04 - mae: 0.0097 707/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3041e-04 - mae: 0.0097 716/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3050e-04 - mae: 0.0097 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3060e-04 - mae: 0.0097 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3069e-04 - mae: 0.0097 743/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3077e-04 - mae: 0.0097 752/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3084e-04 - mae: 0.0097 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3091e-04 - mae: 0.0097 770/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3097e-04 - mae: 0.0098 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3102e-04 - mae: 0.0098 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3108e-04 - mae: 0.0098 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3114e-04 - mae: 0.0098 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3120e-04 - mae: 0.0098 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3126e-04 - mae: 0.0098 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3132e-04 - mae: 0.0098 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3139e-04 - mae: 0.0098 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3144e-04 - mae: 0.0098 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3150e-04 - mae: 0.0098 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3156e-04 - mae: 0.0098 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3162e-04 - mae: 0.0098 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3167e-04 - mae: 0.0098 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.3170e-04 - mae: 0.0098 - val_loss: 4.8367e-05 - val_mae: 0.0043 - learning_rate: 4.7726e-04 -Epoch 30/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 8.5756e-05 - mae: 0.0083  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.9480e-04 - mae: 0.0111   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.8951e-04 - mae: 0.0113  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.6678e-04 - mae: 0.0110  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.4824e-04 - mae: 0.0109  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.3440e-04 - mae: 0.0108  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.2452e-04 - mae: 0.0107  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.1624e-04 - mae: 0.0107  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.0934e-04 - mae: 0.0107  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.0351e-04 - mae: 0.0106  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.6552e-04 - mae: 0.0104 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6492e-04 - mae: 0.0104 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6440e-04 - mae: 0.0104 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6390e-04 - mae: 0.0104 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6343e-04 - mae: 0.0103 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6291e-04 - mae: 0.0103 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6245e-04 - mae: 0.0103 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6203e-04 - mae: 0.0103 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6164e-04 - mae: 0.0103 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6127e-04 - mae: 0.0103 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6092e-04 - mae: 0.0103 471/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6058e-04 - mae: 0.0103 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6027e-04 - mae: 0.0103 490/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5994e-04 - mae: 0.0103 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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mae: 0.0100 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2368e-04 - mae: 0.0100 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2322e-04 - mae: 0.0099 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2320e-04 - mae: 0.0099 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2484e-04 - mae: 0.0099 163/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2650e-04 - mae: 0.0099 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2787e-04 - mae: 0.0099 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2890e-04 - mae: 0.0099 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2972e-04 - mae: 0.0100 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3040e-04 - mae: 0.0100 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3102e-04 - mae: 0.0100 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3151e-04 - mae: 0.0100 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3191e-04 - mae: 0.0100 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3229e-04 - mae: 0.0100 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.3421e-04 - mae: 0.0099 780/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3419e-04 - mae: 0.0099 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3417e-04 - mae: 0.0099 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3416e-04 - mae: 0.0099 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3415e-04 - mae: 0.0099 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3414e-04 - mae: 0.0099 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3413e-04 - mae: 0.0099 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3411e-04 - mae: 0.0099 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3410e-04 - mae: 0.0099 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3408e-04 - mae: 0.0099 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3407e-04 - mae: 0.0099 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3405e-04 - mae: 0.0099 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.3403e-04 - mae: 0.0099 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.3403e-04 - mae: 0.0099 - val_loss: 6.2995e-05 - val_mae: 0.0069 - learning_rate: 4.7726e-04 -Epoch 32/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 1.0550e-04 - mae: 0.0078  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.9076e-05 - mae: 0.0083   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7640e-05 - mae: 0.0083  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0009e-04 - mae: 0.0085  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0209e-04 - mae: 0.0086  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0357e-04 - mae: 0.0087  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0495e-04 - mae: 0.0088  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0661e-04 - mae: 0.0089  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0815e-04 - mae: 0.0090  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0933e-04 - mae: 0.0091  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1035e-04 - mae: 0.0091 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1166e-04 - mae: 0.0092 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1300e-04 - mae: 0.0092 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1390e-04 - mae: 0.0092 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1577e-04 - mae: 0.0093 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1791e-04 - mae: 0.0093 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1966e-04 - mae: 0.0094 163/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2104e-04 - mae: 0.0094 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2229e-04 - mae: 0.0094 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2327e-04 - mae: 0.0095 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2398e-04 - mae: 0.0095 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2465e-04 - mae: 0.0095 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2520e-04 - mae: 0.0095 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2563e-04 - mae: 0.0095 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2595e-04 - mae: 0.0095 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2624e-04 - mae: 0.0096 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2653e-04 - mae: 0.0096 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2675e-04 - mae: 0.0096 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2694e-04 - mae: 0.0096 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2713e-04 - mae: 0.0096 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2729e-04 - mae: 0.0096 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2742e-04 - mae: 0.0096 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2753e-04 - mae: 0.0096 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2759e-04 - mae: 0.0096 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2761e-04 - mae: 0.0096 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2762e-04 - mae: 0.0096 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2764e-04 - mae: 0.0096 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2769e-04 - mae: 0.0096 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2774e-04 - mae: 0.0096 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2779e-04 - mae: 0.0096 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.2677e-04 - mae: 0.0096 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2673e-04 - mae: 0.0096 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2670e-04 - mae: 0.0096 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2669e-04 - mae: 0.0096 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2668e-04 - mae: 0.0096 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2667e-04 - mae: 0.0096 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2666e-04 - mae: 0.0096 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.2666e-04 - mae: 0.0096 - val_loss: 5.0905e-05 - val_mae: 0.0053 - learning_rate: 2.3863e-04 -Epoch 36/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 9.3149e-05 - mae: 0.0091  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1152e-04 - mae: 0.0097   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1138e-04 - mae: 0.0097  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1128e-04 - mae: 0.0096  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1091e-04 - mae: 0.0096  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0972e-04 - mae: 0.0095  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0891e-04 - mae: 0.0094  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0826e-04 - mae: 0.0094  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0791e-04 - mae: 0.0094  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0787e-04 - mae: 0.0094  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0805e-04 - mae: 0.0094 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0834e-04 - mae: 0.0094 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0870e-04 - mae: 0.0094 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0905e-04 - mae: 0.0094 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0924e-04 - mae: 0.0094 148/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0938e-04 - mae: 0.0094 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0946e-04 - mae: 0.0094 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0960e-04 - mae: 0.0094 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0975e-04 - mae: 0.0094 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0996e-04 - mae: 0.0094 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1029e-04 - mae: 0.0094 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1056e-04 - mae: 0.0094 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1081e-04 - mae: 0.0094 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1104e-04 - mae: 0.0094 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1126e-04 - mae: 0.0094 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1146e-04 - mae: 0.0094 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1159e-04 - mae: 0.0094 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1171e-04 - mae: 0.0094 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1186e-04 - mae: 0.0094 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1199e-04 - mae: 0.0094 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1211e-04 - mae: 0.0094 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1222e-04 - mae: 0.0094 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1234e-04 - mae: 0.0094 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1248e-04 - mae: 0.0094 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1267e-04 - mae: 0.0094 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1283e-04 - mae: 0.0094 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1298e-04 - mae: 0.0094 353/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1309e-04 - mae: 0.0094 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1320e-04 - mae: 0.0094 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1329e-04 - mae: 0.0094 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1339e-04 - mae: 0.0094 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1350e-04 - mae: 0.0094 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1362e-04 - mae: 0.0094 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1374e-04 - mae: 0.0094 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1387e-04 - mae: 0.0094 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1398e-04 - mae: 0.0094 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1408e-04 - mae: 0.0095 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1424e-04 - mae: 0.0095 460/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1442e-04 - mae: 0.0095 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1461e-04 - mae: 0.0095 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1478e-04 - mae: 0.0095 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1493e-04 - mae: 0.0095 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1517e-04 - mae: 0.0095 508/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1537e-04 - mae: 0.0095 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1554e-04 - mae: 0.0095 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1572e-04 - mae: 0.0095 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1590e-04 - mae: 0.0095 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1607e-04 - mae: 0.0095 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1626e-04 - mae: 0.0095 562/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1643e-04 - mae: 0.0095 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1660e-04 - mae: 0.0095 579/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1673e-04 - mae: 0.0095 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1689e-04 - mae: 0.0095 599/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1703e-04 - mae: 0.0095 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1717e-04 - mae: 0.0095 619/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1730e-04 - mae: 0.0095 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1741e-04 - mae: 0.0095 639/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1753e-04 - mae: 0.0095 649/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1765e-04 - mae: 0.0095 659/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1777e-04 - mae: 0.0095 668/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1786e-04 - mae: 0.0095 677/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1795e-04 - mae: 0.0095 687/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1804e-04 - mae: 0.0095 697/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1813e-04 - mae: 0.0095 707/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1821e-04 - mae: 0.0095 717/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1829e-04 - mae: 0.0095 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1836e-04 - mae: 0.0095 733/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1842e-04 - mae: 0.0095 743/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1849e-04 - mae: 0.0095 752/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1855e-04 - mae: 0.0095 762/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1861e-04 - mae: 0.0095 772/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1867e-04 - mae: 0.0095 782/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1872e-04 - mae: 0.0095 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1877e-04 - mae: 0.0095 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1882e-04 - mae: 0.0095 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1887e-04 - mae: 0.0095 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1891e-04 - mae: 0.0095 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1896e-04 - mae: 0.0095 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1900e-04 - mae: 0.0095 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1903e-04 - mae: 0.0095 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1907e-04 - mae: 0.0095 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1910e-04 - mae: 0.0095 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1913e-04 - mae: 0.0095 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1916e-04 - mae: 0.0095 - val_loss: 7.8948e-05 - val_mae: 0.0089 - learning_rate: 2.3863e-04 -Epoch 37/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 6.0041e-05 - mae: 0.0073  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5482e-04 - mae: 0.0094   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.0991e-04 - mae: 0.0104  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.0972e-04 - mae: 0.0106  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.0171e-04 - mae: 0.0105  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.9416e-04 - mae: 0.0104  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.8713e-04 - mae: 0.0103  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.8047e-04 - mae: 0.0101  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.7512e-04 - mae: 0.0100  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.7028e-04 - mae: 0.0099  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6629e-04 - mae: 0.0099 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6278e-04 - mae: 0.0098 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5970e-04 - mae: 0.0098 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5715e-04 - mae: 0.0097 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5518e-04 - mae: 0.0097 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5327e-04 - mae: 0.0097 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5139e-04 - mae: 0.0097 163/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4978e-04 - mae: 0.0096 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4835e-04 - mae: 0.0096 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4726e-04 - mae: 0.0096 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4626e-04 - mae: 0.0096 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4534e-04 - mae: 0.0096 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4459e-04 - mae: 0.0096 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4378e-04 - mae: 0.0096 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4303e-04 - mae: 0.0096 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4232e-04 - mae: 0.0096 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4157e-04 - mae: 0.0095 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4085e-04 - mae: 0.0095 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4034e-04 - mae: 0.0095 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3994e-04 - mae: 0.0095 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3953e-04 - mae: 0.0095 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3911e-04 - mae: 0.0095 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3870e-04 - mae: 0.0095 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3834e-04 - mae: 0.0095 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3798e-04 - mae: 0.0095 335/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3763e-04 - mae: 0.0095 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3730e-04 - mae: 0.0095 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3694e-04 - mae: 0.0095 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3665e-04 - mae: 0.0095 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3639e-04 - mae: 0.0095 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3610e-04 - mae: 0.0095 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3586e-04 - mae: 0.0095 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3561e-04 - mae: 0.0095 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3534e-04 - mae: 0.0095 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3508e-04 - mae: 0.0095 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3483e-04 - mae: 0.0095 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3459e-04 - mae: 0.0095 450/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3435e-04 - mae: 0.0095 460/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3410e-04 - mae: 0.0095 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3386e-04 - mae: 0.0095 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3365e-04 - mae: 0.0095 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3341e-04 - mae: 0.0095 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3318e-04 - mae: 0.0095 508/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3298e-04 - mae: 0.0095 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3279e-04 - mae: 0.0095 527/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3258e-04 - mae: 0.0095 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3237e-04 - mae: 0.0095 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3219e-04 - mae: 0.0095 557/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3200e-04 - mae: 0.0095 566/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3184e-04 - mae: 0.0095 576/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3167e-04 - mae: 0.0095 585/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3156e-04 - mae: 0.0095 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3144e-04 - mae: 0.0095 604/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3132e-04 - mae: 0.0095 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 9.7379e-05 - mae: 0.0087 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7791e-05 - mae: 0.0087 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8207e-05 - mae: 0.0087 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8594e-05 - mae: 0.0087 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8944e-05 - mae: 0.0088 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9267e-05 - mae: 0.0088 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9497e-05 - mae: 0.0088 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9713e-05 - mae: 0.0088 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9896e-05 - mae: 0.0088 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0006e-04 - mae: 0.0088 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0089e-04 - mae: 0.0088 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0177e-04 - mae: 0.0089 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0238e-04 - mae: 0.0089 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0294e-04 - mae: 0.0089 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0349e-04 - mae: 0.0089 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0397e-04 - mae: 0.0089 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0439e-04 - mae: 0.0089 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0476e-04 - mae: 0.0089 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0508e-04 - mae: 0.0089 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0537e-04 - mae: 0.0089 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0556e-04 - mae: 0.0089 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0574e-04 - mae: 0.0089 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0591e-04 - mae: 0.0089 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0606e-04 - mae: 0.0089 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0619e-04 - mae: 0.0089 342/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0630e-04 - mae: 0.0089 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0641e-04 - mae: 0.0089 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0649e-04 - mae: 0.0089 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0657e-04 - mae: 0.0090 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0663e-04 - mae: 0.0090 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0670e-04 - mae: 0.0090 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0679e-04 - mae: 0.0090 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0686e-04 - mae: 0.0090 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0694e-04 - mae: 0.0090 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0701e-04 - mae: 0.0090 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0708e-04 - mae: 0.0090 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0713e-04 - mae: 0.0090 454/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0719e-04 - mae: 0.0090 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0730e-04 - mae: 0.0090 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0740e-04 - mae: 0.0090 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0750e-04 - mae: 0.0090 493/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0759e-04 - mae: 0.0090 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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val_mae: 0.0047 - learning_rate: 1.1931e-04 -Epoch 39/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 6.0624e-05 - mae: 0.0069  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0724e-04 - mae: 0.0087   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0049e-04 - mae: 0.0085  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9576e-05 - mae: 0.0086  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9315e-05 - mae: 0.0086  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9092e-05 - mae: 0.0086  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9022e-05 - mae: 0.0087  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8816e-05 - mae: 0.0087  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8880e-05 - mae: 0.0087  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9592e-05 - mae: 0.0088  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0032e-04 - mae: 0.0088 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0076e-04 - mae: 0.0088 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0133e-04 - mae: 0.0089 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0191e-04 - mae: 0.0089 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0243e-04 - mae: 0.0089 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0292e-04 - mae: 0.0089 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0337e-04 - mae: 0.0090 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0379e-04 - mae: 0.0090 171/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0412e-04 - mae: 0.0090 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0442e-04 - mae: 0.0090 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0472e-04 - mae: 0.0090 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0493e-04 - mae: 0.0090 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0526e-04 - mae: 0.0090 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0559e-04 - mae: 0.0090 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0594e-04 - mae: 0.0091 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0618e-04 - mae: 0.0091 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0642e-04 - mae: 0.0091 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0666e-04 - mae: 0.0091 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0691e-04 - mae: 0.0091 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0713e-04 - mae: 0.0091 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0734e-04 - mae: 0.0091 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0751e-04 - mae: 0.0091 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0769e-04 - mae: 0.0091 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0787e-04 - mae: 0.0091 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0803e-04 - mae: 0.0091 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0818e-04 - mae: 0.0091 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0832e-04 - mae: 0.0091 346/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0844e-04 - mae: 0.0091 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0860e-04 - mae: 0.0091 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0873e-04 - mae: 0.0092 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.1027e-04 - mae: 0.0092 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1036e-04 - mae: 0.0092 526/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1045e-04 - mae: 0.0092 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1053e-04 - mae: 0.0092 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1061e-04 - mae: 0.0092 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1069e-04 - mae: 0.0092 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1077e-04 - mae: 0.0092 575/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1084e-04 - mae: 0.0092 585/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1090e-04 - mae: 0.0092 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1098e-04 - mae: 0.0092 604/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1106e-04 - mae: 0.0092 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1113e-04 - mae: 0.0092 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1120e-04 - mae: 0.0092 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1127e-04 - mae: 0.0092 642/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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 1/884 ━━━━━━━━━━━━━━━━━━━━ 25s 29ms/step - loss: 1.0276e-04 - mae: 0.0091  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2092e-05 - mae: 0.0088   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8059e-05 - mae: 0.0090  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0365e-04 - mae: 0.0093  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0656e-04 - mae: 0.0094  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0853e-04 - mae: 0.0095  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0988e-04 - mae: 0.0095  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1060e-04 - mae: 0.0096  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1089e-04 - mae: 0.0096  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1128e-04 - mae: 0.0096  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1153e-04 - mae: 0.0096 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1169e-04 - mae: 0.0095 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1173e-04 - mae: 0.0095 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1172e-04 - mae: 0.0095 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1177e-04 - mae: 0.0095 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1182e-04 - mae: 0.0095 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1192e-04 - mae: 0.0095 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1207e-04 - mae: 0.0095 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1247e-04 - mae: 0.0095 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1291e-04 - mae: 0.0095 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1326e-04 - mae: 0.0095 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1356e-04 - mae: 0.0095 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1380e-04 - mae: 0.0095 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1400e-04 - mae: 0.0095 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1413e-04 - mae: 0.0095 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1423e-04 - mae: 0.0095 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1432e-04 - mae: 0.0095 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.1587e-04 - mae: 0.0094 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1586e-04 - mae: 0.0094 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1586e-04 - mae: 0.0094 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1585e-04 - mae: 0.0094 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1584e-04 - mae: 0.0094 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1583e-04 - mae: 0.0094 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1582e-04 - mae: 0.0094 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1580e-04 - mae: 0.0094 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1580e-04 - mae: 0.0094 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1579e-04 - mae: 0.0094 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1579e-04 - mae: 0.0094 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1579e-04 - mae: 0.0094 - val_loss: 4.1255e-05 - val_mae: 0.0046 - learning_rate: 1.1931e-04 -Epoch 41/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 5.5649e-05 - mae: 0.0070  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1078e-04 - mae: 0.0088   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0596e-04 - mae: 0.0086  28/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0228e-04 - mae: 0.0086  38/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0414e-04 - mae: 0.0086  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0517e-04 - mae: 0.0087  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0567e-04 - mae: 0.0087  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0577e-04 - mae: 0.0087  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0578e-04 - mae: 0.0088  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0590e-04 - mae: 0.0088  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0623e-04 - mae: 0.0088 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0652e-04 - mae: 0.0089 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0678e-04 - mae: 0.0089 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0698e-04 - mae: 0.0089 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0714e-04 - mae: 0.0089 140/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.2113e-04 - mae: 0.0094 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2108e-04 - mae: 0.0094 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2102e-04 - mae: 0.0094 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2097e-04 - mae: 0.0094 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2090e-04 - mae: 0.0094 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2084e-04 - mae: 0.0094 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2079e-04 - mae: 0.0094 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.2074e-04 - mae: 0.0094 - val_loss: 3.9076e-05 - val_mae: 0.0041 - learning_rate: 1.1931e-04 -Epoch 43/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 5.0191e-05 - mae: 0.0061  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.3355e-05 - mae: 0.0081   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6372e-05 - mae: 0.0087  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0355e-04 - mae: 0.0089  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0662e-04 - mae: 0.0090  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0798e-04 - mae: 0.0091  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0898e-04 - mae: 0.0092  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0909e-04 - mae: 0.0092  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0933e-04 - mae: 0.0092  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0961e-04 - mae: 0.0092  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0961e-04 - mae: 0.0092 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0954e-04 - mae: 0.0092 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0939e-04 - mae: 0.0092 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0916e-04 - mae: 0.0092 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0894e-04 - mae: 0.0092 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0870e-04 - mae: 0.0092 154/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0852e-04 - mae: 0.0092 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0846e-04 - mae: 0.0092 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0856e-04 - mae: 0.0092 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0877e-04 - mae: 0.0092 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0891e-04 - mae: 0.0092 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0902e-04 - mae: 0.0092 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0908e-04 - mae: 0.0092 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0912e-04 - mae: 0.0092 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0912e-04 - mae: 0.0091 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0911e-04 - mae: 0.0091 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0908e-04 - mae: 0.0091 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0907e-04 - mae: 0.0091 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0903e-04 - mae: 0.0091 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0899e-04 - mae: 0.0091 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0894e-04 - mae: 0.0091 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0890e-04 - mae: 0.0091 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0887e-04 - mae: 0.0091 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0882e-04 - mae: 0.0091 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0879e-04 - mae: 0.0091 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0879e-04 - mae: 0.0091 339/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0878e-04 - mae: 0.0091 348/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0875e-04 - mae: 0.0091 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0873e-04 - mae: 0.0091 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0872e-04 - mae: 0.0091 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0869e-04 - mae: 0.0091 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0873e-04 - mae: 0.0091 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0883e-04 - mae: 0.0091 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0894e-04 - mae: 0.0091 414/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0906e-04 - mae: 0.0091 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0917e-04 - mae: 0.0091 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0930e-04 - mae: 0.0091 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0942e-04 - mae: 0.0091 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0954e-04 - mae: 0.0091 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0963e-04 - mae: 0.0091 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0973e-04 - mae: 0.0091 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0982e-04 - mae: 0.0091 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0992e-04 - mae: 0.0091 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1002e-04 - mae: 0.0091 508/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1010e-04 - mae: 0.0091 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1016e-04 - mae: 0.0091 527/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1023e-04 - mae: 0.0091 537/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1029e-04 - mae: 0.0091 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1033e-04 - mae: 0.0091 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1038e-04 - mae: 0.0091 566/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1042e-04 - mae: 0.0091 576/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1045e-04 - mae: 0.0091 586/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1048e-04 - mae: 0.0091 595/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1049e-04 - mae: 0.0091 604/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1050e-04 - mae: 0.0091 614/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1055e-04 - mae: 0.0091 625/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1061e-04 - mae: 0.0091 635/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1065e-04 - mae: 0.0091 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1068e-04 - mae: 0.0091 654/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1071e-04 - mae: 0.0091 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1074e-04 - mae: 0.0091 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1076e-04 - mae: 0.0091 682/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1077e-04 - mae: 0.0091 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1079e-04 - mae: 0.0091 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1082e-04 - mae: 0.0091 708/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1085e-04 - mae: 0.0091 718/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1088e-04 - mae: 0.0091 728/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1092e-04 - mae: 0.0091 736/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1095e-04 - mae: 0.0091 745/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1098e-04 - mae: 0.0091 755/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1101e-04 - mae: 0.0091 765/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1104e-04 - mae: 0.0091 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1106e-04 - mae: 0.0091 785/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1108e-04 - mae: 0.0091 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1110e-04 - mae: 0.0091 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1112e-04 - mae: 0.0091 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1113e-04 - mae: 0.0091 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1116e-04 - mae: 0.0091 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1119e-04 - mae: 0.0091 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1122e-04 - mae: 0.0091 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1126e-04 - mae: 0.0091 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1130e-04 - mae: 0.0091 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1133e-04 - mae: 0.0091 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1136e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1138e-04 - mae: 0.0091 - val_loss: 3.8934e-05 - val_mae: 0.0041 - learning_rate: 5.9657e-05 -Epoch 44/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 7.2389e-05 - mae: 0.0084  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.9077e-05 - mae: 0.0077   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.5818e-05 - mae: 0.0079  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8975e-05 - mae: 0.0081  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0042e-05 - mae: 0.0082  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0956e-05 - mae: 0.0082  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2453e-05 - mae: 0.0083  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7595e-05 - mae: 0.0084  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0158e-04 - mae: 0.0085  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0473e-04 - mae: 0.0086  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0687e-04 - mae: 0.0086 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0814e-04 - mae: 0.0087 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0930e-04 - mae: 0.0087 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1037e-04 - mae: 0.0087 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1132e-04 - mae: 0.0088 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1214e-04 - mae: 0.0088 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1269e-04 - mae: 0.0088 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1303e-04 - mae: 0.0088 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1328e-04 - mae: 0.0089 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1367e-04 - mae: 0.0089 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1396e-04 - mae: 0.0089 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1418e-04 - mae: 0.0089 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1435e-04 - mae: 0.0089 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1448e-04 - mae: 0.0089 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1461e-04 - mae: 0.0089 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1474e-04 - mae: 0.0089 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1490e-04 - mae: 0.0090 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1501e-04 - mae: 0.0090 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1531e-04 - mae: 0.0090 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1556e-04 - mae: 0.0090 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1577e-04 - mae: 0.0090 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1602e-04 - mae: 0.0090 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1626e-04 - mae: 0.0090 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1647e-04 - mae: 0.0090 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1670e-04 - mae: 0.0090 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1690e-04 - mae: 0.0090 340/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1710e-04 - mae: 0.0090 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1729e-04 - mae: 0.0090 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1745e-04 - mae: 0.0090 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1761e-04 - mae: 0.0090 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1775e-04 - mae: 0.0091 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1784e-04 - mae: 0.0091 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1794e-04 - mae: 0.0091 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1802e-04 - mae: 0.0091 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1810e-04 - mae: 0.0091 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1815e-04 - mae: 0.0091 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1819e-04 - mae: 0.0091 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1822e-04 - mae: 0.0091 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1824e-04 - mae: 0.0091 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.1895e-04 - mae: 0.0091 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1893e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1890e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1889e-04 - mae: 0.0091 - val_loss: 3.8122e-05 - val_mae: 0.0041 - learning_rate: 5.9657e-05 -Epoch 45/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.1854e-04 - mae: 0.0089  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9029e-05 - mae: 0.0084   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0049e-04 - mae: 0.0087  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0226e-04 - mae: 0.0088  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0310e-04 - mae: 0.0088  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0376e-04 - mae: 0.0089  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0437e-04 - mae: 0.0089  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0485e-04 - mae: 0.0090  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0513e-04 - mae: 0.0090  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0520e-04 - mae: 0.0090  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0517e-04 - mae: 0.0090 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0522e-04 - mae: 0.0091 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0536e-04 - mae: 0.0091 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0578e-04 - mae: 0.0091 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0619e-04 - mae: 0.0091 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0644e-04 - mae: 0.0091 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0661e-04 - mae: 0.0091 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0676e-04 - mae: 0.0091 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0688e-04 - mae: 0.0091 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0687e-04 - mae: 0.0091 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0680e-04 - mae: 0.0091 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0708e-04 - mae: 0.0091 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0733e-04 - mae: 0.0091 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0753e-04 - mae: 0.0091 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0770e-04 - mae: 0.0091 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0786e-04 - mae: 0.0091 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0797e-04 - mae: 0.0091 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0809e-04 - mae: 0.0091 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0818e-04 - mae: 0.0091 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0827e-04 - mae: 0.0091 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0834e-04 - mae: 0.0091 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0846e-04 - mae: 0.0091 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0853e-04 - mae: 0.0091 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0858e-04 - mae: 0.0091 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0862e-04 - mae: 0.0091 334/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0865e-04 - mae: 0.0091 343/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0867e-04 - mae: 0.0091 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.1125e-04 - mae: 0.0091 - val_loss: 4.3358e-05 - val_mae: 0.0049 - learning_rate: 5.9657e-05 -Epoch 46/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 28s 32ms/step - loss: 6.6068e-05 - mae: 0.0069  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0005e-04 - mae: 0.0092   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5651e-05 - mae: 0.0090  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4754e-05 - mae: 0.0089  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0708e-04 - mae: 0.0090  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1353e-04 - mae: 0.0091  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1663e-04 - mae: 0.0091  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1800e-04 - mae: 0.0091  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1890e-04 - mae: 0.0091  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1912e-04 - mae: 0.0091  94/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1978e-04 - mae: 0.0091 103/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2048e-04 - mae: 0.0091 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2087e-04 - mae: 0.0092 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2118e-04 - mae: 0.0092 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2142e-04 - mae: 0.0092 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2170e-04 - mae: 0.0092 147/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2184e-04 - mae: 0.0092 158/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2191e-04 - mae: 0.0092 168/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2190e-04 - mae: 0.0092 177/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2179e-04 - mae: 0.0092 187/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2158e-04 - mae: 0.0092 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2135e-04 - mae: 0.0092 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2115e-04 - mae: 0.0092 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2092e-04 - mae: 0.0092 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2067e-04 - mae: 0.0092 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2045e-04 - mae: 0.0092 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2021e-04 - mae: 0.0092 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1992e-04 - mae: 0.0092 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1963e-04 - mae: 0.0092 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1938e-04 - mae: 0.0092 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1911e-04 - mae: 0.0092 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1881e-04 - mae: 0.0092 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1857e-04 - mae: 0.0092 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1832e-04 - mae: 0.0092 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1810e-04 - mae: 0.0092 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1788e-04 - mae: 0.0092 342/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1766e-04 - mae: 0.0092 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1750e-04 - mae: 0.0092 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1731e-04 - mae: 0.0092 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1713e-04 - mae: 0.0092 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 9.7564e-05 - mae: 0.0086 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7740e-05 - mae: 0.0086 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7908e-05 - mae: 0.0086 171/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8057e-05 - mae: 0.0086 180/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8199e-05 - mae: 0.0086 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8384e-05 - mae: 0.0086 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8556e-05 - mae: 0.0086 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8760e-05 - mae: 0.0087 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8982e-05 - mae: 0.0087 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9217e-05 - mae: 0.0087 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9395e-05 - mae: 0.0087 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9835e-05 - mae: 0.0087 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0034e-04 - mae: 0.0087 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0078e-04 - mae: 0.0088 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0777e-04 - mae: 0.0091 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0779e-04 - mae: 0.0091 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0783e-04 - mae: 0.0091 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0787e-04 - mae: 0.0091 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0791e-04 - mae: 0.0091 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0796e-04 - mae: 0.0091 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0802e-04 - mae: 0.0091 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0807e-04 - mae: 0.0091 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0812e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0814e-04 - mae: 0.0091 - val_loss: 3.7614e-05 - val_mae: 0.0040 - learning_rate: 5.9657e-05 -Epoch 48/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 20ms/step - loss: 1.9175e-04 - mae: 0.0122  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3750e-04 - mae: 0.0102   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2353e-04 - mae: 0.0097  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1909e-04 - mae: 0.0095  37/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1771e-04 - mae: 0.0094  46/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1550e-04 - mae: 0.0093  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1291e-04 - mae: 0.0092  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1120e-04 - mae: 0.0092  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1014e-04 - mae: 0.0091  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0939e-04 - mae: 0.0091  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0870e-04 - mae: 0.0091 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0815e-04 - mae: 0.0091 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0754e-04 - mae: 0.0091 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0710e-04 - mae: 0.0090 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0676e-04 - mae: 0.0090 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0644e-04 - mae: 0.0090 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0616e-04 - mae: 0.0090 160/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.0927e-04 - mae: 0.0091 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0929e-04 - mae: 0.0091 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0931e-04 - mae: 0.0091 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0934e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0935e-04 - mae: 0.0091 - val_loss: 3.6951e-05 - val_mae: 0.0041 - learning_rate: 2.9829e-05 -Epoch 50/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 1.3769e-04 - mae: 0.0106  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.2441e-05 - mae: 0.0088   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9657e-05 - mae: 0.0087  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1371e-05 - mae: 0.0087  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3023e-05 - mae: 0.0087  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5080e-05 - mae: 0.0087  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6009e-05 - mae: 0.0087  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6343e-05 - mae: 0.0087  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6496e-05 - mae: 0.0087  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6919e-05 - mae: 0.0087  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7550e-05 - mae: 0.0088 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8119e-05 - mae: 0.0088 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8645e-05 - mae: 0.0088 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9045e-05 - mae: 0.0088 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9423e-05 - mae: 0.0088 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9697e-05 - mae: 0.0088 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0006e-04 - mae: 0.0088 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0047e-04 - mae: 0.0089 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0079e-04 - mae: 0.0089 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0108e-04 - mae: 0.0089 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0137e-04 - mae: 0.0089 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0159e-04 - mae: 0.0089 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0185e-04 - mae: 0.0089 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0206e-04 - mae: 0.0089 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0228e-04 - mae: 0.0089 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0243e-04 - mae: 0.0089 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0256e-04 - mae: 0.0089 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0266e-04 - mae: 0.0089 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0279e-04 - mae: 0.0089 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0291e-04 - mae: 0.0089 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0300e-04 - mae: 0.0089 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0307e-04 - mae: 0.0089 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0312e-04 - mae: 0.0089 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0317e-04 - mae: 0.0089 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0330e-04 - mae: 0.0089 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0348e-04 - mae: 0.0089 342/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0363e-04 - mae: 0.0089 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0382e-04 - mae: 0.0089 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0400e-04 - mae: 0.0090 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0419e-04 - mae: 0.0090 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0433e-04 - mae: 0.0090 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0447e-04 - mae: 0.0090 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0461e-04 - mae: 0.0090 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0474e-04 - mae: 0.0090 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0483e-04 - mae: 0.0090 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0491e-04 - mae: 0.0090 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0507e-04 - mae: 0.0090 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0524e-04 - mae: 0.0090 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0538e-04 - mae: 0.0090 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0553e-04 - mae: 0.0090 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0569e-04 - mae: 0.0090 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0580e-04 - mae: 0.0090 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0591e-04 - mae: 0.0090 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0602e-04 - mae: 0.0090 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0612e-04 - mae: 0.0090 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0622e-04 - mae: 0.0090 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0631e-04 - mae: 0.0090 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0641e-04 - mae: 0.0090 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0649e-04 - mae: 0.0090 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0657e-04 - mae: 0.0090 575/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0665e-04 - mae: 0.0090 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0672e-04 - mae: 0.0090 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0678e-04 - mae: 0.0090 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0684e-04 - mae: 0.0090 612/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0689e-04 - mae: 0.0090 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0694e-04 - mae: 0.0090 632/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0698e-04 - mae: 0.0090 642/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0702e-04 - mae: 0.0090 654/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0707e-04 - mae: 0.0090 663/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0710e-04 - mae: 0.0090 671/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0715e-04 - mae: 0.0090 680/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0722e-04 - mae: 0.0090 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0730e-04 - mae: 0.0090 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0738e-04 - mae: 0.0090 710/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0749e-04 - mae: 0.0090 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0760e-04 - mae: 0.0090 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0770e-04 - mae: 0.0090 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0780e-04 - mae: 0.0090 749/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0790e-04 - mae: 0.0090 757/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0797e-04 - mae: 0.0090 765/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0805e-04 - mae: 0.0090 774/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0813e-04 - mae: 0.0090 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0821e-04 - mae: 0.0090 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0829e-04 - mae: 0.0090 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0837e-04 - mae: 0.0090 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0845e-04 - mae: 0.0090 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0853e-04 - mae: 0.0090 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0861e-04 - mae: 0.0090 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0869e-04 - mae: 0.0090 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0874e-04 - mae: 0.0090 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0881e-04 - mae: 0.0090 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0887e-04 - mae: 0.0090 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0892e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0895e-04 - mae: 0.0090 - val_loss: 3.7109e-05 - val_mae: 0.0041 - learning_rate: 2.9829e-05 -Epoch 51/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 9.1466e-05 - mae: 0.0090  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0910e-04 - mae: 0.0092   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1084e-04 - mae: 0.0093  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0977e-04 - mae: 0.0093  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0832e-04 - mae: 0.0093  52/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0730e-04 - mae: 0.0092  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0686e-04 - mae: 0.0092  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0649e-04 - mae: 0.0092  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0649e-04 - mae: 0.0092  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0655e-04 - mae: 0.0092  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0728e-04 - mae: 0.0092 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0792e-04 - mae: 0.0092 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0840e-04 - mae: 0.0092 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0868e-04 - mae: 0.0092 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0895e-04 - mae: 0.0092 147/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0906e-04 - mae: 0.0092 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0915e-04 - mae: 0.0092 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0915e-04 - mae: 0.0092 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0911e-04 - mae: 0.0092 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0900e-04 - mae: 0.0092 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0890e-04 - mae: 0.0092 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0878e-04 - mae: 0.0092 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0867e-04 - mae: 0.0092 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0856e-04 - mae: 0.0092 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0847e-04 - mae: 0.0092 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0841e-04 - mae: 0.0092 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0836e-04 - mae: 0.0092 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0834e-04 - mae: 0.0092 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0839e-04 - mae: 0.0092 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0860e-04 - mae: 0.0092 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0883e-04 - mae: 0.0092 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0901e-04 - mae: 0.0092 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0916e-04 - mae: 0.0092 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0931e-04 - mae: 0.0092 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0942e-04 - mae: 0.0092 335/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0949e-04 - mae: 0.0092 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0956e-04 - mae: 0.0092 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0963e-04 - mae: 0.0092 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0967e-04 - mae: 0.0092 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0969e-04 - mae: 0.0092 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0970e-04 - mae: 0.0092 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0971e-04 - mae: 0.0092 404/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0975e-04 - mae: 0.0092 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0978e-04 - mae: 0.0092 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0981e-04 - mae: 0.0092 434/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0982e-04 - mae: 0.0092 443/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0982e-04 - mae: 0.0092 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0982e-04 - mae: 0.0092 460/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0981e-04 - mae: 0.0092 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0980e-04 - mae: 0.0092 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0979e-04 - mae: 0.0092 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0978e-04 - mae: 0.0092 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0975e-04 - mae: 0.0092 508/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0971e-04 - mae: 0.0092 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0968e-04 - mae: 0.0092 527/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0967e-04 - mae: 0.0092 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0966e-04 - mae: 0.0092 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0965e-04 - mae: 0.0091 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0965e-04 - mae: 0.0091 563/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0965e-04 - mae: 0.0091 573/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0964e-04 - mae: 0.0091 583/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0962e-04 - mae: 0.0091 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0960e-04 - mae: 0.0091 602/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0958e-04 - mae: 0.0091 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0957e-04 - mae: 0.0091 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0956e-04 - mae: 0.0091 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0955e-04 - mae: 0.0091 639/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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val_mae: 0.0043 - learning_rate: 2.9829e-05 -Epoch 52/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 25ms/step - loss: 1.1177e-04 - mae: 0.0096  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6347e-05 - mae: 0.0087   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9108e-05 - mae: 0.0083  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7665e-05 - mae: 0.0082  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8571e-05 - mae: 0.0083  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8940e-05 - mae: 0.0083  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9249e-05 - mae: 0.0083  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9568e-05 - mae: 0.0083  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9859e-05 - mae: 0.0084  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0411e-05 - mae: 0.0084  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0981e-05 - mae: 0.0084 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1338e-05 - mae: 0.0084 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1656e-05 - mae: 0.0085 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1955e-05 - mae: 0.0085 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2294e-05 - mae: 0.0085 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2579e-05 - mae: 0.0085 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2843e-05 - mae: 0.0085 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3215e-05 - mae: 0.0085 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3503e-05 - mae: 0.0085 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3894e-05 - mae: 0.0085 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4285e-05 - mae: 0.0086 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4680e-05 - mae: 0.0086 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5063e-05 - mae: 0.0086 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5430e-05 - mae: 0.0086 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5705e-05 - mae: 0.0086 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6004e-05 - mae: 0.0086 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6308e-05 - mae: 0.0086 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6600e-05 - mae: 0.0086 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6886e-05 - mae: 0.0086 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7130e-05 - mae: 0.0086 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7342e-05 - mae: 0.0087 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7503e-05 - mae: 0.0087 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7656e-05 - mae: 0.0087 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7786e-05 - mae: 0.0087 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7934e-05 - mae: 0.0087 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8043e-05 - mae: 0.0087 338/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8154e-05 - mae: 0.0087 348/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8435e-05 - mae: 0.0087 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.8715e-05 - mae: 0.0087 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9005e-05 - mae: 0.0087 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9293e-05 - mae: 0.0087 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9560e-05 - mae: 0.0087 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9807e-05 - mae: 0.0087 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0001e-04 - mae: 0.0087 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0021e-04 - mae: 0.0087 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0040e-04 - mae: 0.0087 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0056e-04 - mae: 0.0087 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0073e-04 - mae: 0.0087 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0089e-04 - mae: 0.0088 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0103e-04 - mae: 0.0088 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0117e-04 - mae: 0.0088 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0130e-04 - mae: 0.0088 492/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0144e-04 - mae: 0.0088 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0159e-04 - mae: 0.0088 512/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0507e-04 - mae: 0.0091 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0511e-04 - mae: 0.0091 147/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0508e-04 - mae: 0.0091 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0513e-04 - mae: 0.0091 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0523e-04 - mae: 0.0091 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0524e-04 - mae: 0.0091 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0519e-04 - mae: 0.0091 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0515e-04 - mae: 0.0091 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0562e-04 - mae: 0.0091 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0610e-04 - mae: 0.0091 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0645e-04 - mae: 0.0091 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0673e-04 - mae: 0.0091 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0701e-04 - mae: 0.0091 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0731e-04 - mae: 0.0091 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0756e-04 - mae: 0.0091 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0775e-04 - mae: 0.0091 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0787e-04 - mae: 0.0091 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0800e-04 - mae: 0.0091 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0810e-04 - mae: 0.0091 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0821e-04 - mae: 0.0091 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0835e-04 - mae: 0.0091 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0845e-04 - mae: 0.0091 338/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0852e-04 - mae: 0.0091 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0857e-04 - mae: 0.0091 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0861e-04 - mae: 0.0091 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0864e-04 - mae: 0.0091 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0868e-04 - mae: 0.0091 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0874e-04 - mae: 0.0091 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0803e-04 - mae: 0.0090 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0831e-04 - mae: 0.0090 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0855e-04 - mae: 0.0090 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0877e-04 - mae: 0.0090 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0898e-04 - mae: 0.0090 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0912e-04 - mae: 0.0090 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0921e-04 - mae: 0.0090 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0927e-04 - mae: 0.0090 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0931e-04 - mae: 0.0090 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0930e-04 - mae: 0.0090 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0927e-04 - mae: 0.0090 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0926e-04 - mae: 0.0090 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0926e-04 - mae: 0.0090 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0923e-04 - mae: 0.0090 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0941e-04 - mae: 0.0090 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0944e-04 - mae: 0.0090 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0946e-04 - mae: 0.0090 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0949e-04 - mae: 0.0090 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0951e-04 - mae: 0.0090 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0953e-04 - mae: 0.0090 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0956e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0958e-04 - mae: 0.0090 - val_loss: 3.6483e-05 - val_mae: 0.0041 - learning_rate: 1.4914e-05 -Epoch 55/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 23ms/step - loss: 4.7323e-05 - mae: 0.0070  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.1267e-05 - mae: 0.0082   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8381e-05 - mae: 0.0085  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9465e-05 - mae: 0.0085  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9333e-05 - mae: 0.0085  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8968e-05 - mae: 0.0085  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8460e-05 - mae: 0.0085  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7998e-05 - mae: 0.0084  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7923e-05 - mae: 0.0084  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7969e-05 - mae: 0.0084  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7988e-05 - mae: 0.0084 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8402e-05 - mae: 0.0085 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8911e-05 - mae: 0.0085 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9453e-05 - mae: 0.0085 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0014e-05 - mae: 0.0085 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0618e-05 - mae: 0.0085 154/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.1140e-05 - mae: 0.0086 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.1625e-05 - mae: 0.0086 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.2100e-05 - mae: 0.0086 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0449e-04 - mae: 0.0090 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0455e-04 - mae: 0.0090 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0459e-04 - mae: 0.0090 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0464e-04 - mae: 0.0090 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0467e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0469e-04 - mae: 0.0090 - val_loss: 3.6371e-05 - val_mae: 0.0041 - learning_rate: 1.4914e-05 -Epoch 56/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 6.6874e-05 - mae: 0.0073  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0497e-05 - mae: 0.0085   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7591e-05 - mae: 0.0089  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0165e-04 - mae: 0.0091  36/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0329e-04 - mae: 0.0092  45/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0348e-04 - mae: 0.0092  53/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0321e-04 - mae: 0.0092  62/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - 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loss: 1.0748e-04 - mae: 0.0090 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0751e-04 - mae: 0.0090 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0753e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0756e-04 - mae: 0.0090 - val_loss: 3.6280e-05 - val_mae: 0.0040 - learning_rate: 1.4914e-05 -Epoch 57/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 1.9315e-04 - mae: 0.0129  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5188e-04 - mae: 0.0102   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3686e-04 - mae: 0.0098  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2879e-04 - mae: 0.0096  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2613e-04 - mae: 0.0095  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2422e-04 - mae: 0.0095  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2201e-04 - mae: 0.0094  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2007e-04 - mae: 0.0093  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1844e-04 - mae: 0.0093  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1714e-04 - mae: 0.0093  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1606e-04 - mae: 0.0092 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1499e-04 - mae: 0.0092 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1412e-04 - mae: 0.0092 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1341e-04 - mae: 0.0092 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1287e-04 - mae: 0.0092 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1236e-04 - mae: 0.0091 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1181e-04 - mae: 0.0091 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1138e-04 - mae: 0.0091 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1101e-04 - mae: 0.0091 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1073e-04 - mae: 0.0091 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1048e-04 - mae: 0.0091 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1025e-04 - mae: 0.0091 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1006e-04 - mae: 0.0091 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0986e-04 - mae: 0.0091 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0966e-04 - mae: 0.0091 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0946e-04 - mae: 0.0091 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0938e-04 - mae: 0.0091 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0930e-04 - mae: 0.0091 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0920e-04 - mae: 0.0091 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0911e-04 - mae: 0.0091 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0905e-04 - mae: 0.0091 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0906e-04 - mae: 0.0091 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0908e-04 - mae: 0.0091 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0910e-04 - mae: 0.0091 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0911e-04 - mae: 0.0091 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0916e-04 - mae: 0.0091 342/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0918e-04 - mae: 0.0091 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0921e-04 - mae: 0.0091 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0923e-04 - mae: 0.0091 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0926e-04 - mae: 0.0091 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0928e-04 - mae: 0.0091 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0929e-04 - mae: 0.0091 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0930e-04 - mae: 0.0091 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0931e-04 - mae: 0.0091 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0932e-04 - mae: 0.0091 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0932e-04 - mae: 0.0091 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0930e-04 - mae: 0.0091 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0926e-04 - mae: 0.0091 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0922e-04 - mae: 0.0091 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0917e-04 - mae: 0.0091 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0913e-04 - mae: 0.0091 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0909e-04 - mae: 0.0091 496/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0906e-04 - mae: 0.0091 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0901e-04 - mae: 0.0091 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0897e-04 - mae: 0.0091 527/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0892e-04 - mae: 0.0091 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0888e-04 - mae: 0.0091 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0883e-04 - mae: 0.0091 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0879e-04 - mae: 0.0091 562/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0875e-04 - mae: 0.0091 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0872e-04 - mae: 0.0091 577/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0867e-04 - mae: 0.0091 586/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0866e-04 - mae: 0.0091 596/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0867e-04 - mae: 0.0091 606/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0867e-04 - mae: 0.0091 616/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0867e-04 - mae: 0.0091 625/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0866e-04 - mae: 0.0091 634/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0864e-04 - mae: 0.0091 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0862e-04 - mae: 0.0091 654/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0860e-04 - mae: 0.0091 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0859e-04 - mae: 0.0091 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0857e-04 - mae: 0.0091 684/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0855e-04 - mae: 0.0091 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0853e-04 - mae: 0.0091 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0851e-04 - mae: 0.0091 712/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0849e-04 - mae: 0.0090 722/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0847e-04 - mae: 0.0090 732/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0844e-04 - mae: 0.0090 741/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0842e-04 - mae: 0.0090 751/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0839e-04 - mae: 0.0090 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0837e-04 - mae: 0.0090 770/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0834e-04 - mae: 0.0090 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0833e-04 - mae: 0.0090 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0833e-04 - mae: 0.0090 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0832e-04 - mae: 0.0090 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0832e-04 - mae: 0.0090 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0831e-04 - mae: 0.0090 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0830e-04 - mae: 0.0090 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0830e-04 - mae: 0.0090 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0833e-04 - mae: 0.0090 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0836e-04 - mae: 0.0090 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0838e-04 - mae: 0.0090 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0840e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0842e-04 - mae: 0.0090 - val_loss: 3.6390e-05 - val_mae: 0.0040 - learning_rate: 1.4914e-05 -Epoch 58/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 4.8400e-05 - mae: 0.0062  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2535e-04 - mae: 0.0097   19/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2025e-04 - mae: 0.0098  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1569e-04 - mae: 0.0096  36/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1321e-04 - mae: 0.0095  45/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1124e-04 - mae: 0.0094  55/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0957e-04 - mae: 0.0094  65/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0871e-04 - mae: 0.0093  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0767e-04 - mae: 0.0093  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0675e-04 - mae: 0.0093  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0612e-04 - mae: 0.0092 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0561e-04 - mae: 0.0092 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0521e-04 - mae: 0.0092 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0486e-04 - mae: 0.0092 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0467e-04 - mae: 0.0091 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0452e-04 - mae: 0.0091 155/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0432e-04 - mae: 0.0091 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0414e-04 - mae: 0.0091 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0394e-04 - mae: 0.0091 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0368e-04 - mae: 0.0091 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0365e-04 - mae: 0.0091 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0379e-04 - mae: 0.0091 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0391e-04 - mae: 0.0091 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0403e-04 - mae: 0.0091 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0414e-04 - mae: 0.0090 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0424e-04 - mae: 0.0090 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0434e-04 - mae: 0.0090 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0442e-04 - mae: 0.0090 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0446e-04 - mae: 0.0090 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0451e-04 - mae: 0.0090 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0456e-04 - mae: 0.0090 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0458e-04 - mae: 0.0090 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0461e-04 - mae: 0.0090 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0462e-04 - mae: 0.0090 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0464e-04 - mae: 0.0090 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0473e-04 - mae: 0.0090 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0483e-04 - mae: 0.0090 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0492e-04 - mae: 0.0090 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0502e-04 - mae: 0.0090 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0514e-04 - mae: 0.0090 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0525e-04 - mae: 0.0090 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0533e-04 - mae: 0.0090 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0540e-04 - mae: 0.0090 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0545e-04 - mae: 0.0090 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0554e-04 - mae: 0.0090 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0563e-04 - mae: 0.0090 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0571e-04 - mae: 0.0090 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0577e-04 - mae: 0.0090 454/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0581e-04 - mae: 0.0090 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0584e-04 - mae: 0.0090 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0586e-04 - mae: 0.0090 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0587e-04 - mae: 0.0089 493/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0590e-04 - mae: 0.0089 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0592e-04 - mae: 0.0089 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0593e-04 - mae: 0.0089 520/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0594e-04 - mae: 0.0089 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0594e-04 - mae: 0.0089 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0595e-04 - mae: 0.0089 548/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0595e-04 - mae: 0.0089 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0596e-04 - mae: 0.0089 568/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0596e-04 - mae: 0.0089 577/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0596e-04 - mae: 0.0089 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0596e-04 - mae: 0.0089 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0596e-04 - mae: 0.0089 607/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0597e-04 - mae: 0.0089 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0599e-04 - mae: 0.0089 626/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0600e-04 - mae: 0.0089 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0601e-04 - mae: 0.0089 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0602e-04 - mae: 0.0089 656/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0603e-04 - mae: 0.0089 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0603e-04 - mae: 0.0089 675/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0604e-04 - mae: 0.0089 685/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0606e-04 - mae: 0.0089 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0607e-04 - mae: 0.0089 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0608e-04 - mae: 0.0089 714/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0609e-04 - mae: 0.0089 722/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0609e-04 - mae: 0.0089 731/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0610e-04 - mae: 0.0089 740/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0610e-04 - mae: 0.0089 749/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0610e-04 - mae: 0.0089 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0611e-04 - mae: 0.0089 768/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0611e-04 - mae: 0.0089 777/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0612e-04 - mae: 0.0089 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0612e-04 - mae: 0.0089 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0613e-04 - mae: 0.0089 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0613e-04 - mae: 0.0089 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0614e-04 - mae: 0.0089 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0616e-04 - mae: 0.0089 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0618e-04 - mae: 0.0089 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0621e-04 - mae: 0.0089 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0623e-04 - mae: 0.0089 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0626e-04 - mae: 0.0089 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0629e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0632e-04 - mae: 0.0089 - val_loss: 3.6115e-05 - val_mae: 0.0040 - learning_rate: 7.4571e-06 -Epoch 59/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 19ms/step - loss: 8.9292e-05 - mae: 0.0091  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0014e-04 - mae: 0.0086   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0611e-04 - mae: 0.0088  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0465e-04 - mae: 0.0088  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0479e-04 - mae: 0.0088  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0547e-04 - mae: 0.0089  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0608e-04 - mae: 0.0090  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0688e-04 - mae: 0.0090  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0746e-04 - mae: 0.0091  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0790e-04 - mae: 0.0091  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0815e-04 - mae: 0.0092 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0840e-04 - mae: 0.0092 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0856e-04 - mae: 0.0092 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0858e-04 - mae: 0.0092 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0848e-04 - mae: 0.0092 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0834e-04 - mae: 0.0092 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0815e-04 - mae: 0.0092 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0793e-04 - mae: 0.0092 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0769e-04 - mae: 0.0092 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0745e-04 - mae: 0.0092 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0721e-04 - mae: 0.0092 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0697e-04 - mae: 0.0092 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0671e-04 - mae: 0.0092 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0643e-04 - mae: 0.0091 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0613e-04 - mae: 0.0091 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0590e-04 - mae: 0.0091 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0565e-04 - mae: 0.0091 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0540e-04 - mae: 0.0091 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0521e-04 - mae: 0.0091 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0501e-04 - mae: 0.0091 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0483e-04 - mae: 0.0091 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0465e-04 - mae: 0.0091 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0448e-04 - mae: 0.0091 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0432e-04 - mae: 0.0091 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0416e-04 - mae: 0.0091 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0404e-04 - mae: 0.0091 341/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0391e-04 - mae: 0.0091 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0381e-04 - mae: 0.0090 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0370e-04 - mae: 0.0090 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0360e-04 - mae: 0.0090 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0353e-04 - mae: 0.0090 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0345e-04 - mae: 0.0090 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0338e-04 - mae: 0.0090 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0332e-04 - mae: 0.0090 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0327e-04 - mae: 0.0090 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0337e-04 - mae: 0.0090 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0348e-04 - mae: 0.0090 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0359e-04 - mae: 0.0090 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0371e-04 - mae: 0.0090 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0390e-04 - mae: 0.0090 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0410e-04 - mae: 0.0090 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0424e-04 - mae: 0.0090 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0439e-04 - mae: 0.0090 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0454e-04 - mae: 0.0090 512/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0469e-04 - mae: 0.0090 522/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0485e-04 - mae: 0.0090 531/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0500e-04 - mae: 0.0090 542/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.0674e-04 - mae: 0.0089  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1239e-04 - mae: 0.0090  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1516e-04 - mae: 0.0090  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1687e-04 - mae: 0.0090  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1821e-04 - mae: 0.0091  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1923e-04 - mae: 0.0091  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1996e-04 - mae: 0.0091 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2051e-04 - mae: 0.0092 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2074e-04 - mae: 0.0092 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2074e-04 - mae: 0.0092 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2077e-04 - mae: 0.0092 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2079e-04 - mae: 0.0092 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2087e-04 - mae: 0.0092 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2102e-04 - mae: 0.0092 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2109e-04 - mae: 0.0092 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2113e-04 - mae: 0.0093 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2119e-04 - mae: 0.0093 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2117e-04 - mae: 0.0093 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2111e-04 - mae: 0.0093 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2102e-04 - mae: 0.0093 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2089e-04 - mae: 0.0093 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2074e-04 - mae: 0.0093 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2061e-04 - mae: 0.0093 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2050e-04 - mae: 0.0093 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2050e-04 - mae: 0.0093 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2046e-04 - mae: 0.0093 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2037e-04 - mae: 0.0093 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2027e-04 - mae: 0.0093 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.8478e-04 - mae: 0.0096  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.8212e-04 - mae: 0.0095  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.7928e-04 - mae: 0.0095  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.7621e-04 - mae: 0.0095  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.7265e-04 - mae: 0.0094 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6932e-04 - mae: 0.0094 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6619e-04 - mae: 0.0094 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6337e-04 - mae: 0.0093 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6143e-04 - mae: 0.0093 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5955e-04 - mae: 0.0093 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5724e-04 - mae: 0.0093 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5524e-04 - mae: 0.0093 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5318e-04 - mae: 0.0092 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5142e-04 - mae: 0.0092 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4968e-04 - mae: 0.0092 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4804e-04 - mae: 0.0092 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4679e-04 - mae: 0.0091 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4547e-04 - mae: 0.0091 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4411e-04 - mae: 0.0091 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4288e-04 - mae: 0.0091 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4170e-04 - mae: 0.0091 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4069e-04 - mae: 0.0091 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3962e-04 - mae: 0.0091 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3868e-04 - mae: 0.0091 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3767e-04 - mae: 0.0090 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3673e-04 - mae: 0.0090 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3585e-04 - mae: 0.0090 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3510e-04 - mae: 0.0090 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0832e-04 - mae: 0.0089  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0844e-04 - mae: 0.0089  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0848e-04 - mae: 0.0089 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0892e-04 - mae: 0.0089 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0930e-04 - mae: 0.0089 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0958e-04 - mae: 0.0089 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0991e-04 - mae: 0.0089 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1003e-04 - mae: 0.0089 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1003e-04 - mae: 0.0090 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1001e-04 - mae: 0.0090 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0997e-04 - mae: 0.0090 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0988e-04 - mae: 0.0090 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0975e-04 - mae: 0.0090 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0959e-04 - mae: 0.0090 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0783e-04 - mae: 0.0089 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0783e-04 - mae: 0.0089 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0783e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0783e-04 - mae: 0.0089 - val_loss: 3.6204e-05 - val_mae: 0.0040 - learning_rate: 7.4571e-06 -Epoch 63/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 23s 27ms/step - loss: 1.0189e-04 - mae: 0.0108  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9831e-05 - mae: 0.0095   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4315e-05 - mae: 0.0093  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7883e-05 - mae: 0.0093  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0080e-04 - mae: 0.0092  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0415e-04 - mae: 0.0093  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0572e-04 - mae: 0.0093  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0668e-04 - mae: 0.0093  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0756e-04 - mae: 0.0093  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.0592e-04 - mae: 0.0090 493/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0589e-04 - mae: 0.0090 501/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0586e-04 - mae: 0.0090 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0581e-04 - mae: 0.0090 519/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0576e-04 - mae: 0.0090 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0572e-04 - mae: 0.0090 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0570e-04 - mae: 0.0090 548/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0568e-04 - mae: 0.0090 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0566e-04 - mae: 0.0090 567/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0565e-04 - mae: 0.0090 577/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0562e-04 - mae: 0.0090 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0559e-04 - mae: 0.0090 596/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0557e-04 - mae: 0.0090 605/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0554e-04 - mae: 0.0090 615/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0552e-04 - mae: 0.0090 625/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0549e-04 - mae: 0.0090 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0547e-04 - mae: 0.0090 643/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0545e-04 - mae: 0.0090 652/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0543e-04 - mae: 0.0090 662/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0541e-04 - mae: 0.0090 671/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0538e-04 - mae: 0.0089 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0536e-04 - mae: 0.0089 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0533e-04 - mae: 0.0089 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0531e-04 - mae: 0.0089 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0528e-04 - mae: 0.0089 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0526e-04 - mae: 0.0089 728/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0524e-04 - mae: 0.0089 737/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0522e-04 - mae: 0.0089 747/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0520e-04 - mae: 0.0089 757/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0518e-04 - mae: 0.0089 767/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0517e-04 - mae: 0.0089 777/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0515e-04 - mae: 0.0089 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0513e-04 - mae: 0.0089 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0514e-04 - mae: 0.0089 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0516e-04 - mae: 0.0089 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0519e-04 - mae: 0.0089 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0521e-04 - mae: 0.0089 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0526e-04 - mae: 0.0089 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0530e-04 - mae: 0.0089 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0535e-04 - mae: 0.0089 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0539e-04 - mae: 0.0089 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0544e-04 - mae: 0.0089 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0547e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0551e-04 - mae: 0.0089 - val_loss: 3.6572e-05 - val_mae: 0.0040 - learning_rate: 3.7286e-06 -Epoch 64/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.7658e-04 - mae: 0.0139  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1924e-04 - mae: 0.0100   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1263e-04 - mae: 0.0095  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1064e-04 - mae: 0.0093  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0823e-04 - mae: 0.0092  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0602e-04 - mae: 0.0091  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0461e-04 - mae: 0.0090  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0372e-04 - mae: 0.0090  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0298e-04 - mae: 0.0089  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0233e-04 - mae: 0.0089  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0168e-04 - mae: 0.0089 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0114e-04 - mae: 0.0089 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0113e-04 - mae: 0.0089 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0202e-04 - mae: 0.0089 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0279e-04 - mae: 0.0089 147/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0342e-04 - mae: 0.0089 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0403e-04 - mae: 0.0089 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0451e-04 - mae: 0.0089 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0489e-04 - mae: 0.0089 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0518e-04 - mae: 0.0089 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0537e-04 - mae: 0.0089 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0552e-04 - mae: 0.0089 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0564e-04 - mae: 0.0089 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0573e-04 - mae: 0.0089 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0579e-04 - mae: 0.0089 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0583e-04 - mae: 0.0089 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0590e-04 - mae: 0.0089 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0599e-04 - mae: 0.0089 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0605e-04 - mae: 0.0089 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0609e-04 - mae: 0.0089 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0613e-04 - mae: 0.0089 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0617e-04 - mae: 0.0089 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0638e-04 - mae: 0.0089 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0669e-04 - mae: 0.0089 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0702e-04 - mae: 0.0089 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0735e-04 - mae: 0.0089 341/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0758e-04 - mae: 0.0090 350/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0777e-04 - mae: 0.0090 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0795e-04 - mae: 0.0090 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0810e-04 - mae: 0.0090 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0824e-04 - mae: 0.0090 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0842e-04 - mae: 0.0090 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0855e-04 - mae: 0.0090 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0869e-04 - mae: 0.0090 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0880e-04 - mae: 0.0090 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0890e-04 - mae: 0.0090 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0899e-04 - mae: 0.0090 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0910e-04 - mae: 0.0090 457/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0919e-04 - mae: 0.0090 466/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0925e-04 - mae: 0.0090 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0931e-04 - mae: 0.0090 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0935e-04 - mae: 0.0090 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0938e-04 - mae: 0.0090 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0940e-04 - mae: 0.0090 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0946e-04 - mae: 0.0090 525/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0952e-04 - mae: 0.0090 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0957e-04 - mae: 0.0090 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0961e-04 - mae: 0.0090 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0965e-04 - mae: 0.0090 563/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0968e-04 - mae: 0.0090 572/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0973e-04 - mae: 0.0090 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0977e-04 - mae: 0.0090 590/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0982e-04 - mae: 0.0090 599/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0985e-04 - mae: 0.0090 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0989e-04 - mae: 0.0090 619/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0991e-04 - mae: 0.0090 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0993e-04 - mae: 0.0090 638/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0994e-04 - mae: 0.0090 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0995e-04 - mae: 0.0090 654/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0995e-04 - mae: 0.0090 663/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0995e-04 - mae: 0.0090 672/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0995e-04 - mae: 0.0090 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0995e-04 - mae: 0.0090 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0994e-04 - mae: 0.0090 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0994e-04 - mae: 0.0090 708/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0993e-04 - mae: 0.0090 718/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0991e-04 - mae: 0.0089 728/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0989e-04 - mae: 0.0089 737/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0987e-04 - mae: 0.0089 747/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0984e-04 - mae: 0.0089 756/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0983e-04 - mae: 0.0089 766/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0981e-04 - mae: 0.0089 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0979e-04 - mae: 0.0089 785/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0977e-04 - mae: 0.0089 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0974e-04 - mae: 0.0089 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0972e-04 - mae: 0.0089 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0969e-04 - mae: 0.0089 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0966e-04 - mae: 0.0089 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0963e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0960e-04 - mae: 0.0089 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0957e-04 - mae: 0.0089 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0954e-04 - mae: 0.0089 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0951e-04 - mae: 0.0089 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0949e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0948e-04 - mae: 0.0089 - val_loss: 3.6074e-05 - val_mae: 0.0040 - learning_rate: 3.7286e-06 -Epoch 65/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 6.0170e-05 - mae: 0.0078  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 6.3205e-05 - mae: 0.0074   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 6.7813e-05 - mae: 0.0076  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.2234e-05 - mae: 0.0077  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.6845e-05 - mae: 0.0078  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.9992e-05 - mae: 0.0079  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.2078e-05 - mae: 0.0080  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.4377e-05 - mae: 0.0081  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.5975e-05 - mae: 0.0081  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7382e-05 - mae: 0.0082  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8470e-05 - mae: 0.0082 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9292e-05 - mae: 0.0083 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9984e-05 - mae: 0.0083 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0473e-05 - mae: 0.0083 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0912e-05 - mae: 0.0083 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1483e-05 - mae: 0.0084 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2118e-05 - mae: 0.0084 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2599e-05 - mae: 0.0084 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2941e-05 - mae: 0.0084 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3293e-05 - mae: 0.0084 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3663e-05 - mae: 0.0084 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4029e-05 - mae: 0.0085 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4330e-05 - mae: 0.0085 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4616e-05 - mae: 0.0085 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4866e-05 - mae: 0.0085 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5157e-05 - mae: 0.0085 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5458e-05 - mae: 0.0085 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5874e-05 - mae: 0.0086 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6240e-05 - mae: 0.0086 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6539e-05 - mae: 0.0086 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6905e-05 - mae: 0.0086 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7225e-05 - mae: 0.0086 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7595e-05 - mae: 0.0086 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7970e-05 - mae: 0.0086 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8311e-05 - mae: 0.0086 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8597e-05 - mae: 0.0087 340/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8900e-05 - mae: 0.0087 349/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9199e-05 - mae: 0.0087 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9466e-05 - mae: 0.0087 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9731e-05 - mae: 0.0087 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9966e-05 - mae: 0.0087 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0020e-04 - mae: 0.0087 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0045e-04 - mae: 0.0087 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0072e-04 - mae: 0.0087 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0097e-04 - mae: 0.0087 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0125e-04 - mae: 0.0087 434/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0154e-04 - mae: 0.0088 444/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0178e-04 - mae: 0.0088 454/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0199e-04 - mae: 0.0088 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0219e-04 - mae: 0.0088 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0239e-04 - mae: 0.0088 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0258e-04 - mae: 0.0088 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0277e-04 - mae: 0.0088 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0297e-04 - mae: 0.0088 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0314e-04 - mae: 0.0088 523/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0331e-04 - mae: 0.0088 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0348e-04 - mae: 0.0088 542/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0364e-04 - mae: 0.0088 552/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0380e-04 - mae: 0.0088 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0393e-04 - mae: 0.0088 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0407e-04 - mae: 0.0088 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0420e-04 - mae: 0.0088 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0432e-04 - mae: 0.0088 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0444e-04 - mae: 0.0089 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0456e-04 - mae: 0.0089 622/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0468e-04 - mae: 0.0089 632/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0479e-04 - mae: 0.0089 641/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0489e-04 - mae: 0.0089 651/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0498e-04 - mae: 0.0089 660/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0506e-04 - mae: 0.0089 669/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0514e-04 - mae: 0.0089 679/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0522e-04 - mae: 0.0089 688/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0529e-04 - mae: 0.0089 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0537e-04 - mae: 0.0089 708/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0545e-04 - mae: 0.0089 718/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0552e-04 - mae: 0.0089 727/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0558e-04 - mae: 0.0089 737/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0565e-04 - mae: 0.0089 746/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0571e-04 - mae: 0.0089 755/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0576e-04 - mae: 0.0089 765/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0582e-04 - mae: 0.0089 774/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0587e-04 - mae: 0.0089 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0592e-04 - mae: 0.0089 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0598e-04 - mae: 0.0089 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0603e-04 - mae: 0.0089 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0606e-04 - mae: 0.0089 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0610e-04 - mae: 0.0089 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0616e-04 - mae: 0.0089 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0624e-04 - mae: 0.0089 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0631e-04 - mae: 0.0089 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0638e-04 - mae: 0.0089 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0644e-04 - mae: 0.0089 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0650e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0652e-04 - mae: 0.0089 - val_loss: 3.6017e-05 - val_mae: 0.0040 - learning_rate: 3.7286e-06 -Epoch 66/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 24ms/step - loss: 9.7410e-05 - mae: 0.0096  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.2345e-04 - mae: 0.0088 150/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2272e-04 - mae: 0.0088 158/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2205e-04 - mae: 0.0088 166/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2143e-04 - mae: 0.0088 173/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2094e-04 - mae: 0.0088 181/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2038e-04 - mae: 0.0088 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1970e-04 - mae: 0.0088 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1909e-04 - mae: 0.0088 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1841e-04 - mae: 0.0088 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1783e-04 - mae: 0.0088 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1722e-04 - mae: 0.0088 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1669e-04 - mae: 0.0088 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1623e-04 - mae: 0.0088 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1579e-04 - mae: 0.0088 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1535e-04 - mae: 0.0087 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1490e-04 - mae: 0.0087 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1460e-04 - mae: 0.0087 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1433e-04 - mae: 0.0087 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1405e-04 - mae: 0.0087 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1381e-04 - mae: 0.0088 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1362e-04 - mae: 0.0088 334/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1340e-04 - mae: 0.0088 344/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1318e-04 - mae: 0.0088 354/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1297e-04 - mae: 0.0088 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1278e-04 - mae: 0.0088 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1261e-04 - mae: 0.0088 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1245e-04 - mae: 0.0088 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1228e-04 - mae: 0.0088 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 9.5748e-05 - mae: 0.0083  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7946e-05 - mae: 0.0084  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9144e-05 - mae: 0.0085  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0002e-04 - mae: 0.0085  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0049e-04 - mae: 0.0086  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0085e-04 - mae: 0.0086  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0121e-04 - mae: 0.0086 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0136e-04 - mae: 0.0087 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0141e-04 - mae: 0.0087 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0143e-04 - mae: 0.0087 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0135e-04 - mae: 0.0087 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0175e-04 - mae: 0.0087 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0226e-04 - mae: 0.0088 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0278e-04 - mae: 0.0088 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0317e-04 - mae: 0.0088 171/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0359e-04 - mae: 0.0088 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0433e-04 - mae: 0.0088 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0525e-04 - mae: 0.0088 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0611e-04 - mae: 0.0088 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0686e-04 - mae: 0.0089 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0764e-04 - mae: 0.0089 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0828e-04 - mae: 0.0089 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0881e-04 - mae: 0.0089 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0918e-04 - mae: 0.0089 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0957e-04 - mae: 0.0089 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0995e-04 - mae: 0.0089 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1026e-04 - mae: 0.0089 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1057e-04 - mae: 0.0089 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1085e-04 - mae: 0.0090 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1106e-04 - mae: 0.0090 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1128e-04 - mae: 0.0090 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1153e-04 - mae: 0.0090 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1173e-04 - mae: 0.0090 343/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1188e-04 - mae: 0.0090 353/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1201e-04 - mae: 0.0090 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1214e-04 - mae: 0.0090 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1225e-04 - mae: 0.0090 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1235e-04 - mae: 0.0090 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1245e-04 - mae: 0.0090 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1252e-04 - mae: 0.0090 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1261e-04 - mae: 0.0090 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1268e-04 - mae: 0.0090 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.1227e-04 - mae: 0.0090 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1226e-04 - mae: 0.0090 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1224e-04 - mae: 0.0090 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1222e-04 - mae: 0.0090 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1221e-04 - mae: 0.0090 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1219e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1218e-04 - mae: 0.0090 - val_loss: 3.6100e-05 - val_mae: 0.0041 - learning_rate: 3.7286e-06 -Epoch 68/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 19ms/step - loss: 2.7048e-04 - mae: 0.0149  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4385e-04 - mae: 0.0106   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2870e-04 - mae: 0.0100  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2273e-04 - mae: 0.0098  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1879e-04 - mae: 0.0096  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2009e-04 - mae: 0.0095  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2148e-04 - mae: 0.0095  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2394e-04 - mae: 0.0095  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2865e-04 - mae: 0.0095  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3137e-04 - mae: 0.0095  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3326e-04 - mae: 0.0095 103/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3446e-04 - mae: 0.0095 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3532e-04 - mae: 0.0095 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3571e-04 - mae: 0.0095 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3578e-04 - mae: 0.0095 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3570e-04 - mae: 0.0095 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3549e-04 - mae: 0.0095 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3515e-04 - mae: 0.0095 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3472e-04 - mae: 0.0094 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3423e-04 - mae: 0.0094 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3380e-04 - mae: 0.0094 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3334e-04 - mae: 0.0094 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3279e-04 - mae: 0.0094 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3222e-04 - mae: 0.0094 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3161e-04 - mae: 0.0094 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3103e-04 - mae: 0.0093 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3049e-04 - mae: 0.0093 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2999e-04 - mae: 0.0093 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2946e-04 - mae: 0.0093 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2901e-04 - mae: 0.0093 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2847e-04 - mae: 0.0093 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2805e-04 - mae: 0.0093 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2762e-04 - mae: 0.0093 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2714e-04 - mae: 0.0093 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.1105e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1105e-04 - mae: 0.0091 - val_loss: 3.6044e-05 - val_mae: 0.0040 - learning_rate: 1.8643e-06 -Epoch 70/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 9.6611e-05 - mae: 0.0093  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.4383e-05 - mae: 0.0080   19/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8414e-05 - mae: 0.0083  26/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1290e-04 - mae: 0.0086  34/884 ━━━━━━━━━━━━━━━━━━━━ 5s 7ms/step - loss: 1.1838e-04 - mae: 0.0087  43/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1922e-04 - mae: 0.0087  52/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1901e-04 - mae: 0.0087  61/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1825e-04 - mae: 0.0087  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1709e-04 - mae: 0.0087  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1617e-04 - mae: 0.0087  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1549e-04 - mae: 0.0088  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.0545e-04 - mae: 0.0088 512/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0537e-04 - mae: 0.0088 522/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0535e-04 - mae: 0.0088 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0537e-04 - mae: 0.0088 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0539e-04 - mae: 0.0088 549/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0541e-04 - mae: 0.0088 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0543e-04 - mae: 0.0088 567/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0546e-04 - mae: 0.0088 577/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0548e-04 - mae: 0.0088 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0550e-04 - mae: 0.0088 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0552e-04 - mae: 0.0088 606/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0554e-04 - mae: 0.0088 616/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0556e-04 - mae: 0.0088 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0559e-04 - mae: 0.0088 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.0614e-04 - mae: 0.0088 776/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0616e-04 - mae: 0.0088 785/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0619e-04 - mae: 0.0088 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0621e-04 - mae: 0.0088 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0623e-04 - mae: 0.0088 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0625e-04 - mae: 0.0088 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0627e-04 - mae: 0.0088 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0628e-04 - mae: 0.0088 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0629e-04 - mae: 0.0088 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0630e-04 - mae: 0.0088 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0631e-04 - mae: 0.0088 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0632e-04 - mae: 0.0088 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0634e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0635e-04 - mae: 0.0088 - val_loss: 3.6012e-05 - val_mae: 0.0040 - learning_rate: 1.8643e-06 -Epoch 71/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 9.6427e-05 - mae: 0.0082  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2930e-04 - mae: 0.0103   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2556e-04 - mae: 0.0102  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2230e-04 - mae: 0.0101  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2143e-04 - mae: 0.0101  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2025e-04 - mae: 0.0100  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1924e-04 - mae: 0.0099  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1884e-04 - mae: 0.0099  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1833e-04 - mae: 0.0098  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1851e-04 - mae: 0.0098  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1857e-04 - mae: 0.0098 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1860e-04 - mae: 0.0098 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1855e-04 - mae: 0.0097 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1844e-04 - mae: 0.0097 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1872e-04 - mae: 0.0097 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1948e-04 - mae: 0.0097 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1987e-04 - mae: 0.0097 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2012e-04 - mae: 0.0097 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2029e-04 - mae: 0.0096 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2038e-04 - mae: 0.0096 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2041e-04 - mae: 0.0096 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2061e-04 - mae: 0.0096 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2078e-04 - mae: 0.0096 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2086e-04 - mae: 0.0096 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2088e-04 - mae: 0.0096 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2087e-04 - mae: 0.0095 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2079e-04 - mae: 0.0095 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2066e-04 - mae: 0.0095 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2051e-04 - mae: 0.0095 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2035e-04 - mae: 0.0095 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2015e-04 - mae: 0.0095 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1996e-04 - mae: 0.0095 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1980e-04 - mae: 0.0095 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1966e-04 - mae: 0.0094 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1953e-04 - mae: 0.0094 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1940e-04 - mae: 0.0094 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1925e-04 - mae: 0.0094 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1909e-04 - mae: 0.0094 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1895e-04 - mae: 0.0094 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1880e-04 - mae: 0.0094 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1865e-04 - mae: 0.0094 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1851e-04 - mae: 0.0094 404/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1834e-04 - mae: 0.0094 414/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1818e-04 - mae: 0.0094 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1805e-04 - mae: 0.0094 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1793e-04 - mae: 0.0094 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1778e-04 - mae: 0.0094 450/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1763e-04 - mae: 0.0094 460/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1746e-04 - mae: 0.0093 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1730e-04 - mae: 0.0093 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1714e-04 - mae: 0.0093 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1701e-04 - mae: 0.0093 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1685e-04 - mae: 0.0093 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1671e-04 - mae: 0.0093 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1656e-04 - mae: 0.0093 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1650e-04 - mae: 0.0093 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1642e-04 - mae: 0.0093 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1635e-04 - mae: 0.0093 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1627e-04 - mae: 0.0093 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1620e-04 - mae: 0.0093 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1613e-04 - mae: 0.0093 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1606e-04 - mae: 0.0093 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1598e-04 - mae: 0.0093 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1592e-04 - mae: 0.0093 612/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1586e-04 - mae: 0.0093 622/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1580e-04 - mae: 0.0093 631/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1575e-04 - mae: 0.0093 641/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1569e-04 - mae: 0.0093 650/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1565e-04 - mae: 0.0093 660/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1560e-04 - mae: 0.0092 670/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1556e-04 - mae: 0.0092 679/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1551e-04 - mae: 0.0092 688/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1546e-04 - mae: 0.0092 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1542e-04 - mae: 0.0092 708/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1538e-04 - mae: 0.0092 718/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1534e-04 - mae: 0.0092 728/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1530e-04 - mae: 0.0092 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1525e-04 - mae: 0.0092 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1521e-04 - mae: 0.0092 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1516e-04 - mae: 0.0092 767/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1512e-04 - mae: 0.0092 777/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1507e-04 - mae: 0.0092 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1501e-04 - mae: 0.0092 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1495e-04 - mae: 0.0092 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1490e-04 - mae: 0.0092 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1485e-04 - mae: 0.0092 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1480e-04 - mae: 0.0092 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1475e-04 - mae: 0.0092 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1469e-04 - mae: 0.0092 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1463e-04 - mae: 0.0092 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1458e-04 - mae: 0.0092 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1453e-04 - mae: 0.0092 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1449e-04 - mae: 0.0092 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1447e-04 - mae: 0.0092 - val_loss: 3.6026e-05 - val_mae: 0.0040 - learning_rate: 1.8643e-06 -Epoch 72/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 23s 26ms/step - loss: 1.1733e-04 - mae: 0.0098  9/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1931e-04 - mae: 0.0103   18/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1177e-04 - mae: 0.0100  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0681e-04 - mae: 0.0097  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0414e-04 - mae: 0.0096  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0225e-04 - mae: 0.0094  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0111e-04 - mae: 0.0093  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0050e-04 - mae: 0.0092  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9743e-05 - mae: 0.0092  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9369e-05 - mae: 0.0091  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8930e-05 - mae: 0.0091 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8525e-05 - mae: 0.0090 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8072e-05 - mae: 0.0090 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7719e-05 - mae: 0.0090 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7418e-05 - mae: 0.0089 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7038e-05 - mae: 0.0089 155/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6758e-05 - mae: 0.0089 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6587e-05 - mae: 0.0089 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6445e-05 - mae: 0.0089 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6383e-05 - mae: 0.0088 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6334e-05 - mae: 0.0088 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6256e-05 - mae: 0.0088 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6194e-05 - mae: 0.0088 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6161e-05 - mae: 0.0088 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6175e-05 - mae: 0.0088 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6350e-05 - mae: 0.0088 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6513e-05 - mae: 0.0088 260/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6704e-05 - mae: 0.0088 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6876e-05 - mae: 0.0088 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7024e-05 - mae: 0.0088 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7193e-05 - mae: 0.0088 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7383e-05 - mae: 0.0088 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7528e-05 - mae: 0.0088 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7694e-05 - mae: 0.0088 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7863e-05 - mae: 0.0088 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8001e-05 - mae: 0.0088 339/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8123e-05 - mae: 0.0088 348/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8258e-05 - mae: 0.0088 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.8383e-05 - mae: 0.0088 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.8529e-05 - mae: 0.0088 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.8679e-05 - mae: 0.0088 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.8816e-05 - mae: 0.0088 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.8943e-05 - mae: 0.0088 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9068e-05 - mae: 0.0088 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9189e-05 - mae: 0.0088 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9317e-05 - mae: 0.0088 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9431e-05 - mae: 0.0088 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9559e-05 - mae: 0.0088 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9689e-05 - mae: 0.0088 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9826e-05 - mae: 0.0088 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0004e-04 - mae: 0.0089 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0022e-04 - mae: 0.0089 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0040e-04 - mae: 0.0089 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0057e-04 - mae: 0.0089 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0074e-04 - mae: 0.0089 523/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0090e-04 - mae: 0.0089 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0105e-04 - mae: 0.0089 542/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0120e-04 - mae: 0.0089 551/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0132e-04 - mae: 0.0089 560/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0146e-04 - mae: 0.0089 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0159e-04 - mae: 0.0089 579/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0173e-04 - mae: 0.0089 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0186e-04 - mae: 0.0089 599/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0198e-04 - mae: 0.0089 608/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0209e-04 - mae: 0.0089 617/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0219e-04 - mae: 0.0089 626/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0227e-04 - mae: 0.0089 635/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0236e-04 - mae: 0.0089 645/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0244e-04 - mae: 0.0089 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0252e-04 - mae: 0.0089 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0258e-04 - mae: 0.0089 671/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0263e-04 - mae: 0.0089 680/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0269e-04 - mae: 0.0089 688/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0274e-04 - mae: 0.0089 697/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0279e-04 - mae: 0.0089 705/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0282e-04 - mae: 0.0089 713/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0286e-04 - mae: 0.0089 722/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0291e-04 - mae: 0.0089 732/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0295e-04 - mae: 0.0089 741/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0299e-04 - mae: 0.0089 751/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0303e-04 - mae: 0.0089 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0307e-04 - mae: 0.0089 771/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0312e-04 - mae: 0.0089 781/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0316e-04 - mae: 0.0089 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0320e-04 - mae: 0.0089 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0324e-04 - mae: 0.0089 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0328e-04 - mae: 0.0089 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0333e-04 - mae: 0.0089 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0338e-04 - mae: 0.0089 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0342e-04 - mae: 0.0089 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0346e-04 - mae: 0.0089 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0350e-04 - mae: 0.0089 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0355e-04 - mae: 0.0089 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0361e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0366e-04 - mae: 0.0089 - val_loss: 3.6177e-05 - val_mae: 0.0040 - learning_rate: 1.8643e-06 -Epoch 73/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 25s 29ms/step - loss: 1.0577e-04 - mae: 0.0109  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3138e-05 - mae: 0.0095   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3381e-05 - mae: 0.0093  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6573e-05 - mae: 0.0094  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7372e-05 - mae: 0.0093  52/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7035e-05 - mae: 0.0092  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7970e-05 - mae: 0.0091  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0294e-04 - mae: 0.0091  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0674e-04 - mae: 0.0091  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0946e-04 - mae: 0.0091  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1140e-04 - mae: 0.0091 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1300e-04 - mae: 0.0091 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1410e-04 - mae: 0.0091 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1502e-04 - mae: 0.0091 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1576e-04 - mae: 0.0091 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1621e-04 - mae: 0.0091 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1643e-04 - mae: 0.0090 163/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1662e-04 - mae: 0.0090 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1667e-04 - mae: 0.0090 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1658e-04 - mae: 0.0090 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1641e-04 - mae: 0.0090 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1625e-04 - mae: 0.0090 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1610e-04 - mae: 0.0090 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1592e-04 - mae: 0.0090 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1574e-04 - mae: 0.0090 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1556e-04 - mae: 0.0090 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1536e-04 - mae: 0.0090 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1517e-04 - mae: 0.0090 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1498e-04 - mae: 0.0090 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1477e-04 - mae: 0.0090 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1458e-04 - mae: 0.0090 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1435e-04 - mae: 0.0089 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1413e-04 - mae: 0.0089 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1392e-04 - mae: 0.0089 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1371e-04 - mae: 0.0089 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1352e-04 - mae: 0.0089 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1334e-04 - mae: 0.0089 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1317e-04 - mae: 0.0089 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1301e-04 - mae: 0.0089 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1285e-04 - mae: 0.0089 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1269e-04 - mae: 0.0089 395/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1252e-04 - mae: 0.0089 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1232e-04 - mae: 0.0089 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1214e-04 - mae: 0.0089 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1198e-04 - mae: 0.0089 434/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1184e-04 - mae: 0.0089 444/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1171e-04 - mae: 0.0089 453/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1161e-04 - mae: 0.0089 462/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1150e-04 - mae: 0.0089 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1141e-04 - mae: 0.0089 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1132e-04 - mae: 0.0089 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1124e-04 - mae: 0.0089 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1117e-04 - mae: 0.0089 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1108e-04 - mae: 0.0089 514/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1099e-04 - mae: 0.0089 524/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1090e-04 - mae: 0.0089 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1083e-04 - mae: 0.0089 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1077e-04 - mae: 0.0089 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1071e-04 - mae: 0.0089 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.0774e-04 - mae: 0.0087  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1202e-04 - mae: 0.0088  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1400e-04 - mae: 0.0088  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1534e-04 - mae: 0.0089  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1608e-04 - mae: 0.0089 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1658e-04 - mae: 0.0089 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1683e-04 - mae: 0.0089 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1691e-04 - mae: 0.0089 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1681e-04 - mae: 0.0089 139/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1655e-04 - mae: 0.0089 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1625e-04 - mae: 0.0089 160/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1591e-04 - mae: 0.0089 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1562e-04 - mae: 0.0089 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1534e-04 - mae: 0.0089 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1493e-04 - mae: 0.0089 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1462e-04 - mae: 0.0089 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1434e-04 - mae: 0.0089 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1406e-04 - mae: 0.0089 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1378e-04 - mae: 0.0089 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1349e-04 - mae: 0.0089 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1326e-04 - mae: 0.0089 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1307e-04 - mae: 0.0089 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1289e-04 - mae: 0.0089 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1274e-04 - mae: 0.0089 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1255e-04 - mae: 0.0089 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1233e-04 - mae: 0.0089 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1216e-04 - mae: 0.0089 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1206e-04 - mae: 0.0089 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1198e-04 - mae: 0.0089 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1187e-04 - mae: 0.0089 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1176e-04 - mae: 0.0089 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1168e-04 - mae: 0.0089 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1161e-04 - mae: 0.0089 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1155e-04 - mae: 0.0089 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1148e-04 - mae: 0.0089 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1140e-04 - mae: 0.0089 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1130e-04 - mae: 0.0089 404/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1119e-04 - mae: 0.0089 414/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1109e-04 - mae: 0.0089 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1101e-04 - mae: 0.0089 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1096e-04 - mae: 0.0089 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1091e-04 - mae: 0.0089 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0988e-04 - mae: 0.0089 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0987e-04 - mae: 0.0089 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0987e-04 - mae: 0.0089 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0986e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0986e-04 - mae: 0.0089 - val_loss: 3.5939e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 75/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 1.7192e-04 - mae: 0.0119  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.9606e-04 - mae: 0.0109   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.6443e-04 - mae: 0.0103  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.3834e-04 - mae: 0.0099  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.2082e-04 - mae: 0.0097  46/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.0671e-04 - mae: 0.0096  54/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.9642e-04 - mae: 0.0095  63/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8711e-04 - mae: 0.0094  73/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.7893e-04 - mae: 0.0093  83/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.7235e-04 - mae: 0.0093  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6740e-04 - mae: 0.0092 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6335e-04 - mae: 0.0092 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5942e-04 - mae: 0.0092 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5634e-04 - mae: 0.0092 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5315e-04 - mae: 0.0092 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5052e-04 - mae: 0.0091 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4812e-04 - mae: 0.0091 160/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4622e-04 - mae: 0.0091 169/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4453e-04 - mae: 0.0091 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4279e-04 - mae: 0.0091 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4120e-04 - mae: 0.0091 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3987e-04 - mae: 0.0091 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3861e-04 - mae: 0.0091 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3730e-04 - mae: 0.0091 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3628e-04 - mae: 0.0091 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3531e-04 - mae: 0.0091 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3440e-04 - mae: 0.0090 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3357e-04 - mae: 0.0090 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3270e-04 - mae: 0.0090 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3202e-04 - mae: 0.0090 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3130e-04 - mae: 0.0090 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3061e-04 - mae: 0.0090 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2999e-04 - mae: 0.0090 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2938e-04 - mae: 0.0090 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2886e-04 - mae: 0.0090 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2833e-04 - mae: 0.0090 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.2236e-04 - mae: 0.0092 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2219e-04 - mae: 0.0092 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2203e-04 - mae: 0.0092 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2188e-04 - mae: 0.0092 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2173e-04 - mae: 0.0092 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.2169e-04 - mae: 0.0092 - val_loss: 3.5916e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 79/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 8.0962e-05 - mae: 0.0078  11/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.4172e-05 - mae: 0.0085   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7077e-05 - mae: 0.0087  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0003e-04 - mae: 0.0089  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0089e-04 - mae: 0.0089  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0119e-04 - mae: 0.0089  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0118e-04 - mae: 0.0089  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0130e-04 - mae: 0.0089  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0121e-04 - mae: 0.0089  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0105e-04 - mae: 0.0089  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0080e-04 - mae: 0.0089 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0101e-04 - mae: 0.0089 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0112e-04 - mae: 0.0089 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0112e-04 - mae: 0.0089 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0121e-04 - mae: 0.0089 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0118e-04 - mae: 0.0089 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0120e-04 - mae: 0.0089 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0116e-04 - mae: 0.0089 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0110e-04 - mae: 0.0089 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0105e-04 - mae: 0.0089 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0104e-04 - mae: 0.0089 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0101e-04 - mae: 0.0089 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0110e-04 - mae: 0.0089 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0122e-04 - mae: 0.0089 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0136e-04 - mae: 0.0089 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0153e-04 - mae: 0.0089 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0171e-04 - mae: 0.0089 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0186e-04 - mae: 0.0089 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0201e-04 - mae: 0.0089 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0217e-04 - mae: 0.0089 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0230e-04 - mae: 0.0089 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0241e-04 - mae: 0.0089 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0252e-04 - mae: 0.0089 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0263e-04 - mae: 0.0089 334/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0276e-04 - mae: 0.0089 343/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0286e-04 - mae: 0.0089 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0294e-04 - mae: 0.0089 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0302e-04 - mae: 0.0089 368/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0311e-04 - mae: 0.0089 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0318e-04 - mae: 0.0089 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0323e-04 - mae: 0.0089 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0329e-04 - mae: 0.0089 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0335e-04 - mae: 0.0089 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0340e-04 - mae: 0.0089 424/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0344e-04 - mae: 0.0089 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0348e-04 - mae: 0.0089 443/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0357e-04 - mae: 0.0089 454/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0370e-04 - mae: 0.0089 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0381e-04 - mae: 0.0089 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0390e-04 - mae: 0.0089 483/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0399e-04 - mae: 0.0089 493/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0408e-04 - mae: 0.0089 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0416e-04 - mae: 0.0089 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0424e-04 - mae: 0.0089 523/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0434e-04 - mae: 0.0089 533/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0442e-04 - mae: 0.0089 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0450e-04 - mae: 0.0089 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0456e-04 - mae: 0.0089 562/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0462e-04 - mae: 0.0089 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0468e-04 - mae: 0.0089 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0474e-04 - mae: 0.0089 588/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0480e-04 - mae: 0.0089 596/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0485e-04 - mae: 0.0089 604/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0490e-04 - mae: 0.0089 614/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0496e-04 - mae: 0.0089 624/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0501e-04 - mae: 0.0089 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0506e-04 - mae: 0.0089 642/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0512e-04 - mae: 0.0089 652/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0517e-04 - mae: 0.0089 662/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0521e-04 - mae: 0.0089 671/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0525e-04 - mae: 0.0089 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0530e-04 - mae: 0.0089 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0533e-04 - mae: 0.0089 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0537e-04 - mae: 0.0089 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0541e-04 - mae: 0.0089 718/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0546e-04 - mae: 0.0089 726/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0550e-04 - mae: 0.0089 735/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0555e-04 - mae: 0.0089 745/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0560e-04 - mae: 0.0089 755/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0564e-04 - mae: 0.0089 765/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0568e-04 - mae: 0.0089 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0572e-04 - mae: 0.0089 785/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0576e-04 - mae: 0.0089 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0580e-04 - mae: 0.0089 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0583e-04 - mae: 0.0089 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0587e-04 - mae: 0.0089 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0591e-04 - mae: 0.0089 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0595e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0599e-04 - mae: 0.0089 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0603e-04 - mae: 0.0089 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0606e-04 - mae: 0.0089 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0609e-04 - mae: 0.0089 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0612e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0613e-04 - mae: 0.0089 - val_loss: 3.5988e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 80/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 9.0060e-05 - mae: 0.0103  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1219e-04 - mae: 0.0100   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1094e-04 - mae: 0.0097  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0992e-04 - mae: 0.0096  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1030e-04 - mae: 0.0095  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1106e-04 - mae: 0.0095  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1065e-04 - mae: 0.0094  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0961e-04 - mae: 0.0093  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0866e-04 - mae: 0.0093  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0799e-04 - mae: 0.0093  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0733e-04 - mae: 0.0093 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0668e-04 - mae: 0.0092 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0620e-04 - mae: 0.0092 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0578e-04 - mae: 0.0092 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0542e-04 - mae: 0.0092 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0510e-04 - mae: 0.0092 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0481e-04 - mae: 0.0091 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0459e-04 - mae: 0.0091 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0443e-04 - mae: 0.0091 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0430e-04 - mae: 0.0091 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0424e-04 - mae: 0.0091 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0416e-04 - mae: 0.0091 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0403e-04 - mae: 0.0091 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0390e-04 - mae: 0.0091 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0377e-04 - mae: 0.0091 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0370e-04 - mae: 0.0091 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0370e-04 - mae: 0.0091 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0402e-04 - mae: 0.0091 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0432e-04 - mae: 0.0091 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0459e-04 - mae: 0.0091 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0486e-04 - mae: 0.0091 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0510e-04 - mae: 0.0091 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0531e-04 - mae: 0.0091 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0553e-04 - mae: 0.0091 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0571e-04 - mae: 0.0091 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0588e-04 - mae: 0.0091 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0605e-04 - mae: 0.0091 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0633e-04 - mae: 0.0091 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0660e-04 - mae: 0.0091 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0685e-04 - mae: 0.0091 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0706e-04 - mae: 0.0091 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0726e-04 - mae: 0.0091 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0745e-04 - mae: 0.0091 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0762e-04 - mae: 0.0091 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0778e-04 - mae: 0.0091 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0794e-04 - mae: 0.0091 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0809e-04 - mae: 0.0091 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0823e-04 - mae: 0.0091 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0838e-04 - mae: 0.0091 475/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0851e-04 - mae: 0.0091 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0863e-04 - mae: 0.0091 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0871e-04 - mae: 0.0091 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0880e-04 - mae: 0.0091 514/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0888e-04 - mae: 0.0091 521/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0893e-04 - mae: 0.0091 528/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0899e-04 - mae: 0.0091 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0906e-04 - mae: 0.0091 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0912e-04 - mae: 0.0091 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0918e-04 - mae: 0.0091 563/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0923e-04 - mae: 0.0091 572/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0928e-04 - mae: 0.0091 582/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0933e-04 - mae: 0.0091 592/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0938e-04 - mae: 0.0091 602/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0943e-04 - mae: 0.0091 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0947e-04 - mae: 0.0091 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0953e-04 - mae: 0.0091 631/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.1004e-04 - mae: 0.0091 778/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1006e-04 - mae: 0.0091 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1009e-04 - mae: 0.0091 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1012e-04 - mae: 0.0091 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1014e-04 - mae: 0.0091 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1017e-04 - mae: 0.0091 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1019e-04 - mae: 0.0091 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1021e-04 - mae: 0.0091 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1022e-04 - mae: 0.0091 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1023e-04 - mae: 0.0091 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1024e-04 - mae: 0.0091 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1025e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1025e-04 - mae: 0.0091 - val_loss: 3.5913e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 81/300 - 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loss: 9.4684e-05 - mae: 0.0086 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4980e-05 - mae: 0.0086 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5212e-05 - mae: 0.0086 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5457e-05 - mae: 0.0087 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5709e-05 - mae: 0.0087 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5876e-05 - mae: 0.0087 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6159e-05 - mae: 0.0087 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6546e-05 - mae: 0.0087 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6837e-05 - mae: 0.0087 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7092e-05 - mae: 0.0087 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7326e-05 - mae: 0.0087 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7582e-05 - mae: 0.0087 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7832e-05 - mae: 0.0087 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8037e-05 - mae: 0.0088 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8198e-05 - mae: 0.0088 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8382e-05 - mae: 0.0088 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8568e-05 - mae: 0.0088 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8740e-05 - mae: 0.0088 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8892e-05 - mae: 0.0088 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8987e-05 - mae: 0.0088 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9072e-05 - mae: 0.0088 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9211e-05 - mae: 0.0088 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9343e-05 - mae: 0.0088 340/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9459e-05 - mae: 0.0088 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9553e-05 - mae: 0.0088 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9617e-05 - mae: 0.0088 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9671e-05 - mae: 0.0088 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9715e-05 - mae: 0.0088 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0533e-04 - mae: 0.0091 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0523e-04 - mae: 0.0091 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0512e-04 - mae: 0.0090 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0499e-04 - mae: 0.0090 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0482e-04 - mae: 0.0090 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0481e-04 - mae: 0.0090 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0498e-04 - mae: 0.0090 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0509e-04 - mae: 0.0090 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0514e-04 - mae: 0.0090 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0528e-04 - mae: 0.0090 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0545e-04 - mae: 0.0090 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0557e-04 - mae: 0.0090 260/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0568e-04 - mae: 0.0090 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0575e-04 - mae: 0.0090 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0581e-04 - mae: 0.0090 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0586e-04 - mae: 0.0090 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0612e-04 - mae: 0.0090 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0643e-04 - mae: 0.0090 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0665e-04 - mae: 0.0090 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0685e-04 - mae: 0.0090 338/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0706e-04 - mae: 0.0090 349/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0727e-04 - mae: 0.0090 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0740e-04 - mae: 0.0090 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0752e-04 - mae: 0.0090 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0761e-04 - mae: 0.0090 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0770e-04 - mae: 0.0090 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0779e-04 - mae: 0.0090 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0787e-04 - mae: 0.0090 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 7.9315e-05 - mae: 0.0077  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.1724e-05 - mae: 0.0079  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.5059e-05 - mae: 0.0080  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7663e-05 - mae: 0.0081  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9183e-05 - mae: 0.0082  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0365e-05 - mae: 0.0083 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1282e-05 - mae: 0.0083 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1921e-05 - mae: 0.0084 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2745e-05 - mae: 0.0084 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3406e-05 - mae: 0.0084 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4072e-05 - mae: 0.0085 147/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4715e-05 - mae: 0.0085 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5215e-05 - mae: 0.0085 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5596e-05 - mae: 0.0085 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5891e-05 - mae: 0.0086 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6116e-05 - mae: 0.0086 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6363e-05 - mae: 0.0086 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6596e-05 - mae: 0.0086 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6832e-05 - mae: 0.0086 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7014e-05 - mae: 0.0086 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7178e-05 - mae: 0.0086 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7315e-05 - mae: 0.0086 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7453e-05 - mae: 0.0086 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7561e-05 - mae: 0.0087 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7703e-05 - mae: 0.0087 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7851e-05 - mae: 0.0087 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8015e-05 - mae: 0.0087 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8173e-05 - mae: 0.0087 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0501e-04 - mae: 0.0088 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0508e-04 - mae: 0.0088 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0514e-04 - mae: 0.0088 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0520e-04 - mae: 0.0088 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0525e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0530e-04 - mae: 0.0088 - val_loss: 3.5905e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 84/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 6.5490e-05 - mae: 0.0080  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8329e-05 - mae: 0.0086   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.5940e-05 - mae: 0.0084  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2036e-05 - mae: 0.0084  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6098e-05 - mae: 0.0085  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8793e-05 - mae: 0.0086  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0024e-04 - mae: 0.0086  65/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0103e-04 - mae: 0.0087  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0118e-04 - mae: 0.0087  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0121e-04 - mae: 0.0087  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0135e-04 - mae: 0.0087 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0178e-04 - mae: 0.0088 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0241e-04 - mae: 0.0088 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0275e-04 - mae: 0.0088 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0301e-04 - mae: 0.0088 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0321e-04 - mae: 0.0088 150/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0325e-04 - mae: 0.0088 159/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0328e-04 - mae: 0.0088 168/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0325e-04 - mae: 0.0088 177/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0317e-04 - mae: 0.0088 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0307e-04 - mae: 0.0088 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0403e-04 - mae: 0.0088 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0407e-04 - mae: 0.0088 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0411e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0414e-04 - mae: 0.0088 - val_loss: 3.5904e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 85/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 25ms/step - loss: 4.0539e-05 - mae: 0.0059  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3555e-04 - mae: 0.0096   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3949e-04 - mae: 0.0098  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3484e-04 - mae: 0.0098  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2999e-04 - mae: 0.0097  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2616e-04 - mae: 0.0096  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2287e-04 - mae: 0.0096  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2026e-04 - mae: 0.0095  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1863e-04 - mae: 0.0095  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.0716e-04 - mae: 0.0091 493/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0716e-04 - mae: 0.0091 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0717e-04 - mae: 0.0091 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0717e-04 - mae: 0.0091 521/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0717e-04 - mae: 0.0091 531/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0717e-04 - mae: 0.0091 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0717e-04 - mae: 0.0091 551/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0716e-04 - mae: 0.0091 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0716e-04 - mae: 0.0091 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0715e-04 - mae: 0.0091 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0715e-04 - mae: 0.0091 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0714e-04 - mae: 0.0091 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0713e-04 - mae: 0.0091 606/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0712e-04 - mae: 0.0091 616/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0710e-04 - mae: 0.0091 626/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0708e-04 - mae: 0.0091 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0706e-04 - mae: 0.0091 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0707e-04 - mae: 0.0091 657/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0708e-04 - mae: 0.0091 668/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0708e-04 - mae: 0.0091 678/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0708e-04 - mae: 0.0091 687/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0708e-04 - mae: 0.0091 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0708e-04 - mae: 0.0091 706/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0708e-04 - mae: 0.0091 716/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0707e-04 - mae: 0.0091 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0706e-04 - mae: 0.0091 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0704e-04 - mae: 0.0091 744/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0703e-04 - mae: 0.0091 753/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0702e-04 - mae: 0.0090 763/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0701e-04 - mae: 0.0090 772/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0699e-04 - mae: 0.0090 780/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0699e-04 - mae: 0.0090 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0700e-04 - mae: 0.0090 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0701e-04 - mae: 0.0090 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0702e-04 - mae: 0.0090 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0703e-04 - mae: 0.0090 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0704e-04 - mae: 0.0090 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0705e-04 - mae: 0.0090 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0706e-04 - mae: 0.0090 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0707e-04 - mae: 0.0090 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0708e-04 - mae: 0.0090 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0708e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0708e-04 - mae: 0.0090 - val_loss: 3.6005e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 86/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 23ms/step - loss: 4.5698e-05 - mae: 0.0061  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 6.9496e-05 - mae: 0.0077   19/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 7.6030e-05 - mae: 0.0081  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.3624e-05 - mae: 0.0084  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7633e-05 - mae: 0.0085  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9508e-05 - mae: 0.0086  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1097e-05 - mae: 0.0086  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1835e-05 - mae: 0.0086  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2805e-05 - mae: 0.0086  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5696e-05 - mae: 0.0087 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8123e-05 - mae: 0.0087 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0050e-04 - mae: 0.0087 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0237e-04 - mae: 0.0087 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0383e-04 - mae: 0.0088 138/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0478e-04 - mae: 0.0088 147/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0548e-04 - mae: 0.0088 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0604e-04 - mae: 0.0088 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0646e-04 - mae: 0.0088 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0679e-04 - mae: 0.0088 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0708e-04 - mae: 0.0088 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0730e-04 - mae: 0.0088 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0754e-04 - mae: 0.0088 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0773e-04 - mae: 0.0088 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0791e-04 - mae: 0.0088 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0805e-04 - mae: 0.0088 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0812e-04 - mae: 0.0088 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0815e-04 - mae: 0.0088 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0815e-04 - mae: 0.0088 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0814e-04 - mae: 0.0088 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0812e-04 - mae: 0.0088 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0807e-04 - mae: 0.0088 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0799e-04 - mae: 0.0088 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0790e-04 - mae: 0.0088 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0781e-04 - mae: 0.0088 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0773e-04 - mae: 0.0088 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0764e-04 - mae: 0.0088 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0753e-04 - mae: 0.0088 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0742e-04 - mae: 0.0088 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0734e-04 - mae: 0.0088 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0728e-04 - mae: 0.0088 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0723e-04 - mae: 0.0088 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0717e-04 - mae: 0.0088 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0710e-04 - mae: 0.0088 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0703e-04 - mae: 0.0088 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0697e-04 - mae: 0.0088 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0689e-04 - mae: 0.0088 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0683e-04 - mae: 0.0088 450/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0677e-04 - mae: 0.0088 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0671e-04 - mae: 0.0088 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0665e-04 - mae: 0.0088 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0659e-04 - mae: 0.0088 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0654e-04 - mae: 0.0088 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0648e-04 - mae: 0.0088 508/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0642e-04 - mae: 0.0088 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0636e-04 - mae: 0.0088 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0631e-04 - mae: 0.0088 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0625e-04 - mae: 0.0088 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0619e-04 - mae: 0.0088 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0613e-04 - mae: 0.0088 563/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0608e-04 - mae: 0.0088 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0604e-04 - mae: 0.0088 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0600e-04 - mae: 0.0088 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0596e-04 - mae: 0.0088 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0590e-04 - mae: 0.0088 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0586e-04 - mae: 0.0088 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0582e-04 - mae: 0.0088 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0579e-04 - mae: 0.0088 637/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0576e-04 - mae: 0.0088 647/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0574e-04 - mae: 0.0088 657/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0572e-04 - mae: 0.0088 666/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0570e-04 - mae: 0.0088 675/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0569e-04 - mae: 0.0088 686/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0571e-04 - mae: 0.0088 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0573e-04 - mae: 0.0088 706/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0574e-04 - mae: 0.0088 715/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0575e-04 - mae: 0.0088 724/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0577e-04 - mae: 0.0088 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0578e-04 - mae: 0.0088 743/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0580e-04 - mae: 0.0088 752/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0582e-04 - mae: 0.0088 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0583e-04 - mae: 0.0088 771/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0585e-04 - mae: 0.0088 782/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0587e-04 - mae: 0.0088 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0588e-04 - mae: 0.0088 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0589e-04 - mae: 0.0088 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0590e-04 - mae: 0.0088 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0591e-04 - mae: 0.0088 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0591e-04 - mae: 0.0088 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0591e-04 - mae: 0.0088 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0591e-04 - mae: 0.0088 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0591e-04 - mae: 0.0088 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0590e-04 - mae: 0.0088 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0589e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0589e-04 - mae: 0.0088 - val_loss: 3.5900e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 87/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 2.7227e-04 - mae: 0.0163  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6346e-04 - mae: 0.0122   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5307e-04 - mae: 0.0115  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4198e-04 - mae: 0.0109  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3443e-04 - mae: 0.0106  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3030e-04 - mae: 0.0103  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3395e-04 - mae: 0.0102  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3623e-04 - mae: 0.0101  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3750e-04 - mae: 0.0100  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3814e-04 - mae: 0.0099  94/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3805e-04 - mae: 0.0098 103/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3757e-04 - mae: 0.0098 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3686e-04 - mae: 0.0097 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3575e-04 - mae: 0.0096 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3451e-04 - mae: 0.0096 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3351e-04 - mae: 0.0095 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3239e-04 - mae: 0.0095 159/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3147e-04 - mae: 0.0094 168/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3049e-04 - mae: 0.0094 177/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2957e-04 - mae: 0.0094 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2882e-04 - mae: 0.0093 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2801e-04 - mae: 0.0093 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2712e-04 - mae: 0.0093 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2635e-04 - mae: 0.0092 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2567e-04 - mae: 0.0092 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2503e-04 - mae: 0.0092 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2444e-04 - mae: 0.0092 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2379e-04 - mae: 0.0092 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2326e-04 - mae: 0.0092 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2275e-04 - mae: 0.0092 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2233e-04 - mae: 0.0091 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2185e-04 - mae: 0.0091 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2148e-04 - mae: 0.0091 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2108e-04 - mae: 0.0091 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2070e-04 - mae: 0.0091 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2037e-04 - mae: 0.0091 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2008e-04 - mae: 0.0091 342/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1980e-04 - mae: 0.0091 351/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1951e-04 - mae: 0.0091 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1922e-04 - mae: 0.0091 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1893e-04 - mae: 0.0091 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1868e-04 - mae: 0.0091 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1840e-04 - mae: 0.0091 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1812e-04 - mae: 0.0091 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1783e-04 - mae: 0.0091 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1758e-04 - mae: 0.0090 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1732e-04 - mae: 0.0090 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1703e-04 - mae: 0.0090 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1677e-04 - mae: 0.0090 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1652e-04 - mae: 0.0090 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1627e-04 - mae: 0.0090 475/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1602e-04 - mae: 0.0090 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1577e-04 - mae: 0.0090 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1557e-04 - mae: 0.0090 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1535e-04 - mae: 0.0090 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1516e-04 - mae: 0.0090 523/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1496e-04 - mae: 0.0090 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1478e-04 - mae: 0.0090 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1460e-04 - mae: 0.0090 551/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1444e-04 - mae: 0.0090 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1428e-04 - mae: 0.0090 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1412e-04 - mae: 0.0090 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1397e-04 - mae: 0.0090 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1383e-04 - mae: 0.0090 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1371e-04 - mae: 0.0090 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1361e-04 - mae: 0.0090 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1349e-04 - mae: 0.0090 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1338e-04 - mae: 0.0090 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1326e-04 - mae: 0.0090 650/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1315e-04 - mae: 0.0089 660/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1303e-04 - mae: 0.0089 669/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1293e-04 - mae: 0.0089 679/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1282e-04 - mae: 0.0089 689/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1270e-04 - mae: 0.0089 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1259e-04 - mae: 0.0089 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1248e-04 - mae: 0.0089 717/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1239e-04 - mae: 0.0089 726/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1230e-04 - mae: 0.0089 735/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1220e-04 - mae: 0.0089 745/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1210e-04 - mae: 0.0089 755/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1201e-04 - mae: 0.0089 765/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1192e-04 - mae: 0.0089 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1184e-04 - mae: 0.0089 785/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1175e-04 - mae: 0.0089 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1167e-04 - mae: 0.0089 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1162e-04 - mae: 0.0089 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1156e-04 - mae: 0.0089 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1152e-04 - mae: 0.0089 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1149e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1146e-04 - mae: 0.0089 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1143e-04 - mae: 0.0089 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1141e-04 - mae: 0.0089 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1139e-04 - mae: 0.0089 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1137e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1136e-04 - mae: 0.0089 - val_loss: 3.5926e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 88/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 20ms/step - loss: 5.4874e-05 - mae: 0.0054  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.2476e-05 - mae: 0.0079   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.4725e-05 - mae: 0.0080  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.6997e-05 - mae: 0.0081  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8445e-05 - mae: 0.0082  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9459e-05 - mae: 0.0082  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7148e-05 - mae: 0.0083  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0423e-04 - mae: 0.0084  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0897e-04 - mae: 0.0085  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1175e-04 - mae: 0.0086 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1365e-04 - mae: 0.0086 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1529e-04 - mae: 0.0086 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1689e-04 - mae: 0.0087 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1791e-04 - mae: 0.0087 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1858e-04 - mae: 0.0087 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1917e-04 - mae: 0.0088 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1957e-04 - mae: 0.0088 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1984e-04 - mae: 0.0088 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1997e-04 - mae: 0.0088 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2002e-04 - mae: 0.0088 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1996e-04 - mae: 0.0088 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1984e-04 - mae: 0.0088 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1974e-04 - mae: 0.0088 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1957e-04 - mae: 0.0089 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1936e-04 - mae: 0.0089 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1919e-04 - mae: 0.0089 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1902e-04 - mae: 0.0089 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1886e-04 - mae: 0.0089 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1869e-04 - mae: 0.0089 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1849e-04 - mae: 0.0089 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1833e-04 - mae: 0.0089 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1816e-04 - mae: 0.0089 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1801e-04 - mae: 0.0089 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1788e-04 - mae: 0.0089 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1775e-04 - mae: 0.0089 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1761e-04 - mae: 0.0089 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1744e-04 - mae: 0.0089 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1725e-04 - mae: 0.0089 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1708e-04 - mae: 0.0089 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1691e-04 - mae: 0.0089 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1673e-04 - mae: 0.0089 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1654e-04 - mae: 0.0089 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1636e-04 - mae: 0.0089 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1617e-04 - mae: 0.0089 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1601e-04 - mae: 0.0089 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1583e-04 - mae: 0.0089 443/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1567e-04 - mae: 0.0089 453/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1552e-04 - mae: 0.0089 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1537e-04 - mae: 0.0089 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1530e-04 - mae: 0.0089 483/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1522e-04 - mae: 0.0089 492/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1515e-04 - mae: 0.0089 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1507e-04 - mae: 0.0089 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1500e-04 - mae: 0.0089 519/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1493e-04 - mae: 0.0089 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1485e-04 - mae: 0.0089 539/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1477e-04 - mae: 0.0089 549/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1469e-04 - mae: 0.0089 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1461e-04 - mae: 0.0089 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.1250e-04 - mae: 0.0089 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1244e-04 - mae: 0.0089 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1238e-04 - mae: 0.0089 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1232e-04 - mae: 0.0089 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1226e-04 - mae: 0.0089 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1220e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1219e-04 - mae: 0.0089 - val_loss: 3.5890e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 89/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 2.1592e-04 - mae: 0.0122  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3400e-04 - mae: 0.0099   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1636e-04 - mae: 0.0092  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1429e-04 - mae: 0.0089  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2169e-04 - mae: 0.0089  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2429e-04 - mae: 0.0089  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2478e-04 - mae: 0.0088  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2439e-04 - mae: 0.0088  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2358e-04 - mae: 0.0087  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2302e-04 - mae: 0.0087  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2281e-04 - mae: 0.0088 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2250e-04 - mae: 0.0088 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2215e-04 - mae: 0.0088 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2162e-04 - mae: 0.0088 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2112e-04 - mae: 0.0088 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2056e-04 - mae: 0.0088 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2012e-04 - mae: 0.0088 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1969e-04 - mae: 0.0088 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1939e-04 - mae: 0.0088 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1901e-04 - mae: 0.0088 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1862e-04 - mae: 0.0088 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1821e-04 - mae: 0.0088 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1783e-04 - mae: 0.0088 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1750e-04 - mae: 0.0088 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1717e-04 - mae: 0.0088 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1684e-04 - mae: 0.0089 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1657e-04 - mae: 0.0089 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1628e-04 - mae: 0.0089 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1600e-04 - mae: 0.0089 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1572e-04 - mae: 0.0089 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1544e-04 - mae: 0.0089 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1519e-04 - mae: 0.0089 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1488e-04 - mae: 0.0089 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1457e-04 - mae: 0.0089 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1427e-04 - mae: 0.0089 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1397e-04 - mae: 0.0089 342/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1371e-04 - mae: 0.0089 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1348e-04 - mae: 0.0089 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1327e-04 - mae: 0.0089 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1308e-04 - mae: 0.0089 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1288e-04 - mae: 0.0089 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1269e-04 - mae: 0.0089 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1256e-04 - mae: 0.0089 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1240e-04 - mae: 0.0089 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1226e-04 - mae: 0.0089 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1214e-04 - mae: 0.0089 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1201e-04 - mae: 0.0089 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1188e-04 - mae: 0.0089 460/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0089e-04 - mae: 0.0087  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0384e-04 - mae: 0.0087 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0568e-04 - mae: 0.0088 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0696e-04 - mae: 0.0088 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0796e-04 - mae: 0.0088 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0863e-04 - mae: 0.0088 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0916e-04 - mae: 0.0088 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0958e-04 - mae: 0.0088 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0985e-04 - mae: 0.0088 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1011e-04 - mae: 0.0088 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1026e-04 - mae: 0.0088 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1037e-04 - mae: 0.0088 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1048e-04 - mae: 0.0088 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1059e-04 - mae: 0.0088 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1065e-04 - mae: 0.0088 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1065e-04 - mae: 0.0088 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1061e-04 - mae: 0.0088 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1058e-04 - mae: 0.0088 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1057e-04 - mae: 0.0088 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1054e-04 - mae: 0.0088 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1049e-04 - mae: 0.0088 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1048e-04 - mae: 0.0088 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1048e-04 - mae: 0.0089 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1047e-04 - mae: 0.0089 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1044e-04 - mae: 0.0089 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1039e-04 - mae: 0.0089 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1034e-04 - mae: 0.0089 340/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1029e-04 - mae: 0.0089 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1022e-04 - mae: 0.0089 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1015e-04 - mae: 0.0089 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1008e-04 - mae: 0.0089 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1003e-04 - mae: 0.0089 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1004e-04 - mae: 0.0089 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1005e-04 - mae: 0.0089 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1007e-04 - mae: 0.0089 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1008e-04 - mae: 0.0089 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1008e-04 - mae: 0.0089 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1009e-04 - mae: 0.0089 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1009e-04 - mae: 0.0089 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1008e-04 - mae: 0.0089 463/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1006e-04 - mae: 0.0089 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1006e-04 - mae: 0.0089 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1006e-04 - mae: 0.0089 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1005e-04 - mae: 0.0089 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1005e-04 - mae: 0.0089 512/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1007e-04 - mae: 0.0089 522/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1009e-04 - mae: 0.0089 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1010e-04 - mae: 0.0089 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1010e-04 - mae: 0.0089 551/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1009e-04 - mae: 0.0089 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1008e-04 - mae: 0.0089 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1006e-04 - mae: 0.0089 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1004e-04 - mae: 0.0089 590/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1002e-04 - mae: 0.0089 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0999e-04 - mae: 0.0089 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0998e-04 - mae: 0.0089 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.0976e-04 - mae: 0.0089 763/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0975e-04 - mae: 0.0089 772/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0974e-04 - mae: 0.0089 782/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0974e-04 - mae: 0.0089 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0973e-04 - mae: 0.0089 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0971e-04 - mae: 0.0089 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0970e-04 - mae: 0.0089 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0969e-04 - mae: 0.0089 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0968e-04 - mae: 0.0089 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0967e-04 - mae: 0.0089 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0967e-04 - mae: 0.0089 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0965e-04 - mae: 0.0089 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0964e-04 - mae: 0.0089 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0963e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0962e-04 - mae: 0.0089 - val_loss: 3.5894e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 91/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 5.4461e-05 - mae: 0.0071  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0905e-05 - mae: 0.0085   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3030e-05 - mae: 0.0086  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4016e-05 - mae: 0.0087  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3699e-05 - mae: 0.0087  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3504e-05 - mae: 0.0087  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3423e-05 - mae: 0.0086  65/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3384e-05 - mae: 0.0086  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3636e-05 - mae: 0.0086  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4031e-05 - mae: 0.0087  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5064e-05 - mae: 0.0087 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5953e-05 - mae: 0.0087 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7061e-05 - mae: 0.0087 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7867e-05 - mae: 0.0087 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8780e-05 - mae: 0.0087 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9545e-05 - mae: 0.0088 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0015e-04 - mae: 0.0088 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0065e-04 - mae: 0.0088 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0106e-04 - mae: 0.0088 172/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0150e-04 - mae: 0.0088 182/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0184e-04 - mae: 0.0088 192/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0208e-04 - mae: 0.0088 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0225e-04 - mae: 0.0088 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0237e-04 - mae: 0.0089 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0251e-04 - mae: 0.0089 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0263e-04 - mae: 0.0089 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0271e-04 - mae: 0.0089 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0275e-04 - mae: 0.0089 260/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0278e-04 - mae: 0.0089 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0280e-04 - mae: 0.0089 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0283e-04 - mae: 0.0089 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0284e-04 - mae: 0.0089 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0286e-04 - mae: 0.0089 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0288e-04 - mae: 0.0089 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0287e-04 - mae: 0.0089 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0285e-04 - mae: 0.0089 335/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0282e-04 - mae: 0.0089 345/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0278e-04 - mae: 0.0089 355/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0273e-04 - mae: 0.0089 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0267e-04 - mae: 0.0089 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0262e-04 - mae: 0.0089 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0256e-04 - mae: 0.0089 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0250e-04 - mae: 0.0089 404/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0244e-04 - mae: 0.0089 414/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0237e-04 - mae: 0.0089 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0232e-04 - mae: 0.0089 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0225e-04 - mae: 0.0089 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0220e-04 - mae: 0.0089 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0215e-04 - mae: 0.0089 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0211e-04 - mae: 0.0089 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0207e-04 - mae: 0.0089 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0203e-04 - mae: 0.0088 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0205e-04 - mae: 0.0088 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0209e-04 - mae: 0.0088 509/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0214e-04 - mae: 0.0088 518/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0219e-04 - mae: 0.0088 527/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0223e-04 - mae: 0.0088 537/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0227e-04 - mae: 0.0088 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0230e-04 - mae: 0.0088 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0234e-04 - mae: 0.0088 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0237e-04 - mae: 0.0088 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0242e-04 - mae: 0.0088 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0246e-04 - mae: 0.0088 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0251e-04 - mae: 0.0088 602/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0260e-04 - mae: 0.0088 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0274e-04 - mae: 0.0088 622/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0285e-04 - mae: 0.0088 631/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0296e-04 - mae: 0.0088 641/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0306e-04 - mae: 0.0089 650/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0315e-04 - mae: 0.0089 660/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0325e-04 - mae: 0.0089 670/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0335e-04 - mae: 0.0089 680/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0344e-04 - mae: 0.0089 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0353e-04 - mae: 0.0089 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0361e-04 - mae: 0.0089 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0370e-04 - mae: 0.0089 720/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0379e-04 - mae: 0.0089 730/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0387e-04 - mae: 0.0089 740/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0395e-04 - mae: 0.0089 750/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0402e-04 - mae: 0.0089 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0408e-04 - mae: 0.0089 766/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0413e-04 - mae: 0.0089 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0418e-04 - mae: 0.0089 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0424e-04 - mae: 0.0089 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0430e-04 - mae: 0.0089 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0435e-04 - mae: 0.0089 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0439e-04 - mae: 0.0089 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0444e-04 - mae: 0.0089 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0449e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0453e-04 - mae: 0.0089 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0458e-04 - mae: 0.0089 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0461e-04 - mae: 0.0089 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0465e-04 - mae: 0.0089 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0469e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0470e-04 - mae: 0.0089 - val_loss: 3.5915e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 92/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 1.0566e-04 - mae: 0.0103  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.6700e-05 - mae: 0.0082   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8437e-05 - mae: 0.0084  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1678e-05 - mae: 0.0085  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2789e-05 - mae: 0.0086  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3545e-05 - mae: 0.0086  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3935e-05 - mae: 0.0086  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3778e-05 - mae: 0.0086  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3660e-05 - mae: 0.0086  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3597e-05 - mae: 0.0086  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3539e-05 - mae: 0.0086 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3471e-05 - mae: 0.0086 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3484e-05 - mae: 0.0086 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.1262e-04 - mae: 0.0090 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1255e-04 - mae: 0.0090 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1249e-04 - mae: 0.0090 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1243e-04 - mae: 0.0090 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1237e-04 - mae: 0.0090 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1231e-04 - mae: 0.0090 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1225e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1224e-04 - mae: 0.0090 - val_loss: 3.5881e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 94/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 7.8721e-05 - mae: 0.0094  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2205e-04 - mae: 0.0094   19/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2269e-04 - mae: 0.0094  27/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1911e-04 - mae: 0.0093  35/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1706e-04 - mae: 0.0093  43/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1548e-04 - mae: 0.0092  52/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1399e-04 - mae: 0.0092  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1258e-04 - mae: 0.0091  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1097e-04 - mae: 0.0091  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0965e-04 - mae: 0.0090  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0846e-04 - mae: 0.0090 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0752e-04 - mae: 0.0090 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0668e-04 - mae: 0.0090 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0590e-04 - mae: 0.0089 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0510e-04 - mae: 0.0089 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0448e-04 - mae: 0.0089 147/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0413e-04 - mae: 0.0089 156/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0412e-04 - mae: 0.0089 166/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0443e-04 - mae: 0.0089 175/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0464e-04 - mae: 0.0089 185/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0489e-04 - mae: 0.0089 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0522e-04 - mae: 0.0089 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0579e-04 - mae: 0.0089 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0629e-04 - mae: 0.0089 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0672e-04 - mae: 0.0089 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0701e-04 - mae: 0.0089 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0725e-04 - mae: 0.0089 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0746e-04 - mae: 0.0089 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0768e-04 - mae: 0.0089 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0789e-04 - mae: 0.0089 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0808e-04 - mae: 0.0089 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0824e-04 - mae: 0.0089 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0839e-04 - mae: 0.0089 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0852e-04 - mae: 0.0089 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0863e-04 - mae: 0.0089 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0874e-04 - mae: 0.0089 340/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0887e-04 - mae: 0.0089 349/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0898e-04 - mae: 0.0089 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0913e-04 - mae: 0.0089 368/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0926e-04 - mae: 0.0089 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0936e-04 - mae: 0.0089 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0944e-04 - mae: 0.0089 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0951e-04 - mae: 0.0089 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0957e-04 - mae: 0.0089 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0962e-04 - mae: 0.0089 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0965e-04 - mae: 0.0089 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0970e-04 - mae: 0.0089 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0973e-04 - mae: 0.0089 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0976e-04 - mae: 0.0089 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0978e-04 - mae: 0.0089 475/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0981e-04 - mae: 0.0089 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0983e-04 - mae: 0.0089 492/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0984e-04 - mae: 0.0089 501/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0984e-04 - mae: 0.0089 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0984e-04 - mae: 0.0089 519/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0984e-04 - mae: 0.0089 528/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0983e-04 - mae: 0.0089 537/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0983e-04 - mae: 0.0089 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0982e-04 - mae: 0.0089 557/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0981e-04 - mae: 0.0089 566/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0984e-04 - mae: 0.0089 576/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0986e-04 - mae: 0.0089 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0989e-04 - mae: 0.0089 596/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0990e-04 - mae: 0.0089 606/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0992e-04 - mae: 0.0089 615/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0992e-04 - mae: 0.0089 625/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0993e-04 - mae: 0.0089 634/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0993e-04 - mae: 0.0089 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0993e-04 - mae: 0.0089 653/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0993e-04 - mae: 0.0089 663/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0992e-04 - mae: 0.0089 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0991e-04 - mae: 0.0089 682/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0990e-04 - mae: 0.0089 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0989e-04 - mae: 0.0089 702/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0989e-04 - mae: 0.0089 712/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0988e-04 - mae: 0.0089 721/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0987e-04 - mae: 0.0089 731/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0987e-04 - mae: 0.0089 741/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0987e-04 - mae: 0.0089 750/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0988e-04 - mae: 0.0089 760/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0988e-04 - mae: 0.0089 771/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0988e-04 - mae: 0.0089 780/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0987e-04 - mae: 0.0089 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0987e-04 - mae: 0.0089 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0986e-04 - mae: 0.0089 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0985e-04 - mae: 0.0089 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0983e-04 - mae: 0.0089 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0982e-04 - mae: 0.0089 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0980e-04 - mae: 0.0089 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0979e-04 - mae: 0.0089 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0978e-04 - mae: 0.0089 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0976e-04 - mae: 0.0089 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0975e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0974e-04 - mae: 0.0089 - val_loss: 3.5878e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 95/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 6.6631e-05 - mae: 0.0077  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.0822e-05 - mae: 0.0083   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8749e-05 - mae: 0.0084  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0214e-05 - mae: 0.0084  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0620e-05 - mae: 0.0084  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9950e-05 - mae: 0.0084  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9922e-05 - mae: 0.0084  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9984e-05 - mae: 0.0084  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1598e-05 - mae: 0.0084  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3890e-05 - mae: 0.0084 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5821e-05 - mae: 0.0085 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7328e-05 - mae: 0.0085 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9425e-05 - mae: 0.0085 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0179e-04 - mae: 0.0085 139/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0353e-04 - mae: 0.0086 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0533e-04 - mae: 0.0086 161/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0674e-04 - mae: 0.0086 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0762e-04 - mae: 0.0087 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0857e-04 - mae: 0.0087 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0942e-04 - mae: 0.0087 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1007e-04 - mae: 0.0087 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1053e-04 - mae: 0.0087 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1089e-04 - mae: 0.0087 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1117e-04 - mae: 0.0087 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1141e-04 - mae: 0.0088 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1162e-04 - mae: 0.0088 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1177e-04 - mae: 0.0088 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1186e-04 - mae: 0.0088 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1190e-04 - mae: 0.0088 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1190e-04 - mae: 0.0088 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1189e-04 - mae: 0.0088 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1191e-04 - mae: 0.0088 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1196e-04 - mae: 0.0088 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1202e-04 - mae: 0.0088 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1207e-04 - mae: 0.0088 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1213e-04 - mae: 0.0088 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1217e-04 - mae: 0.0088 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1222e-04 - mae: 0.0088 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1226e-04 - mae: 0.0088 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1229e-04 - mae: 0.0088 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1232e-04 - mae: 0.0088 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1234e-04 - mae: 0.0088 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1235e-04 - mae: 0.0088 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1235e-04 - mae: 0.0088 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1234e-04 - mae: 0.0088 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1232e-04 - mae: 0.0088 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1228e-04 - mae: 0.0088 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1225e-04 - mae: 0.0088 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1220e-04 - mae: 0.0088 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1215e-04 - mae: 0.0088 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1210e-04 - mae: 0.0088 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1204e-04 - mae: 0.0088 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1198e-04 - mae: 0.0088 509/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1191e-04 - mae: 0.0089 520/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1184e-04 - mae: 0.0089 528/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1179e-04 - mae: 0.0089 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1172e-04 - mae: 0.0089 548/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1164e-04 - mae: 0.0089 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1156e-04 - mae: 0.0089 568/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1149e-04 - mae: 0.0089 577/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1141e-04 - mae: 0.0089 586/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1134e-04 - mae: 0.0089 596/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1125e-04 - mae: 0.0089 606/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1116e-04 - mae: 0.0089 616/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.0359e-04 - mae: 0.0088 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0354e-04 - mae: 0.0088 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0338e-04 - mae: 0.0088 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0325e-04 - mae: 0.0088 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0312e-04 - mae: 0.0088 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0296e-04 - mae: 0.0088 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0356e-04 - mae: 0.0088 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0413e-04 - mae: 0.0088 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0457e-04 - mae: 0.0088 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0499e-04 - mae: 0.0088 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0532e-04 - mae: 0.0088 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0557e-04 - mae: 0.0088 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0576e-04 - mae: 0.0088 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0594e-04 - mae: 0.0089 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0604e-04 - mae: 0.0089 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0610e-04 - mae: 0.0089 260/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0611e-04 - mae: 0.0089 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0608e-04 - mae: 0.0089 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0605e-04 - mae: 0.0089 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0611e-04 - mae: 0.0089 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0615e-04 - mae: 0.0089 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0618e-04 - mae: 0.0089 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0620e-04 - mae: 0.0089 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0633e-04 - mae: 0.0089 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0647e-04 - mae: 0.0089 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0658e-04 - mae: 0.0089 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0669e-04 - mae: 0.0089 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0678e-04 - mae: 0.0089 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0688e-04 - mae: 0.0089 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0695e-04 - mae: 0.0089 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0700e-04 - mae: 0.0089 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0704e-04 - mae: 0.0089 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0707e-04 - mae: 0.0089 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0712e-04 - mae: 0.0089 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0718e-04 - mae: 0.0089 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0723e-04 - mae: 0.0089 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0728e-04 - mae: 0.0089 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0731e-04 - mae: 0.0089 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0734e-04 - mae: 0.0089 475/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0737e-04 - mae: 0.0089 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0740e-04 - mae: 0.0089 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0743e-04 - mae: 0.0089 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0242e-04 - mae: 0.0086 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0337e-04 - mae: 0.0086 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0403e-04 - mae: 0.0086 155/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0449e-04 - mae: 0.0086 165/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0486e-04 - mae: 0.0086 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0517e-04 - mae: 0.0086 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0543e-04 - mae: 0.0086 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0568e-04 - mae: 0.0086 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0583e-04 - mae: 0.0086 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0593e-04 - mae: 0.0086 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0602e-04 - mae: 0.0086 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0607e-04 - mae: 0.0087 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0611e-04 - mae: 0.0087 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0618e-04 - mae: 0.0087 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0630e-04 - mae: 0.0087 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0642e-04 - mae: 0.0087 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0649e-04 - mae: 0.0087 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0657e-04 - mae: 0.0087 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0663e-04 - mae: 0.0087 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0670e-04 - mae: 0.0087 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0674e-04 - mae: 0.0087 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0677e-04 - mae: 0.0087 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0679e-04 - mae: 0.0087 343/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0678e-04 - mae: 0.0087 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0675e-04 - mae: 0.0087 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0671e-04 - mae: 0.0087 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0664e-04 - mae: 0.0087 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0659e-04 - mae: 0.0087 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 8.1430e-05 - mae: 0.0077  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.1765e-05 - mae: 0.0078  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.1598e-05 - mae: 0.0078  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.1686e-05 - mae: 0.0078  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.1655e-05 - mae: 0.0079  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.2088e-05 - mae: 0.0079  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.2730e-05 - mae: 0.0079  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.3192e-05 - mae: 0.0080  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.3614e-05 - mae: 0.0080 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.4049e-05 - mae: 0.0080 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.4620e-05 - mae: 0.0081 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.5104e-05 - mae: 0.0081 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.5501e-05 - mae: 0.0081 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.5782e-05 - mae: 0.0081 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.6038e-05 - mae: 0.0081 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.6208e-05 - mae: 0.0081 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.6411e-05 - mae: 0.0082 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.6558e-05 - mae: 0.0082 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.6724e-05 - mae: 0.0082 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.6916e-05 - mae: 0.0082 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.7128e-05 - mae: 0.0082 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.7346e-05 - mae: 0.0082 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.7725e-05 - mae: 0.0082 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.8124e-05 - mae: 0.0082 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.8473e-05 - mae: 0.0082 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.8858e-05 - mae: 0.0082 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.9229e-05 - mae: 0.0083 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.9582e-05 - mae: 0.0083 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0895e-04 - mae: 0.0090 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0894e-04 - mae: 0.0090 749/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0892e-04 - mae: 0.0090 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0891e-04 - mae: 0.0090 768/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0890e-04 - mae: 0.0090 776/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0889e-04 - mae: 0.0090 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0887e-04 - mae: 0.0090 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0886e-04 - mae: 0.0090 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0885e-04 - mae: 0.0090 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0883e-04 - mae: 0.0090 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0881e-04 - mae: 0.0090 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0879e-04 - mae: 0.0090 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0878e-04 - mae: 0.0090 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0877e-04 - mae: 0.0090 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0876e-04 - mae: 0.0090 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0875e-04 - mae: 0.0090 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0874e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0874e-04 - mae: 0.0090 - val_loss: 3.5851e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 100/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.4901e-04 - mae: 0.0104  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0960e-04 - mae: 0.0095   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1370e-04 - mae: 0.0097  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1306e-04 - mae: 0.0097  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1135e-04 - mae: 0.0096  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1022e-04 - mae: 0.0095  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0859e-04 - mae: 0.0095  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0755e-04 - mae: 0.0094  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0701e-04 - mae: 0.0094  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.0545e-04 - mae: 0.0091 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0541e-04 - mae: 0.0091 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0536e-04 - mae: 0.0091 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0534e-04 - mae: 0.0091 395/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0531e-04 - mae: 0.0090 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0527e-04 - mae: 0.0090 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0524e-04 - mae: 0.0090 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0521e-04 - mae: 0.0090 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0518e-04 - mae: 0.0090 444/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0516e-04 - mae: 0.0090 454/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0514e-04 - mae: 0.0090 463/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0512e-04 - mae: 0.0090 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0511e-04 - mae: 0.0090 483/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0510e-04 - mae: 0.0090 493/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0510e-04 - mae: 0.0090 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0512e-04 - mae: 0.0090 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0514e-04 - mae: 0.0090 523/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0515e-04 - mae: 0.0090 533/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0515e-04 - mae: 0.0090 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0516e-04 - mae: 0.0090 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0520e-04 - mae: 0.0090 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0531e-04 - mae: 0.0090 573/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0539e-04 - mae: 0.0090 582/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0546e-04 - mae: 0.0090 590/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0552e-04 - mae: 0.0090 599/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0558e-04 - mae: 0.0090 608/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0563e-04 - mae: 0.0090 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0568e-04 - mae: 0.0090 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0572e-04 - mae: 0.0090 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0576e-04 - mae: 0.0090 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0580e-04 - mae: 0.0090 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0583e-04 - mae: 0.0090 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0587e-04 - mae: 0.0090 675/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0592e-04 - mae: 0.0090 685/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0597e-04 - mae: 0.0090 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0606e-04 - mae: 0.0090 704/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0614e-04 - mae: 0.0090 713/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0621e-04 - mae: 0.0090 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0631e-04 - mae: 0.0090 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0638e-04 - mae: 0.0090 741/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0643e-04 - mae: 0.0090 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0648e-04 - mae: 0.0090 756/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0653e-04 - mae: 0.0090 766/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0660e-04 - mae: 0.0090 776/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0666e-04 - mae: 0.0090 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0672e-04 - mae: 0.0090 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0676e-04 - mae: 0.0090 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0681e-04 - mae: 0.0090 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0688e-04 - mae: 0.0090 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0695e-04 - mae: 0.0090 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0702e-04 - mae: 0.0090 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0708e-04 - mae: 0.0090 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0713e-04 - mae: 0.0090 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0718e-04 - mae: 0.0090 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0723e-04 - mae: 0.0090 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0727e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0730e-04 - mae: 0.0090 - val_loss: 3.5852e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 101/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 7.0239e-05 - mae: 0.0084  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.3816e-05 - mae: 0.0084   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2163e-05 - mae: 0.0085  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7666e-05 - mae: 0.0087  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0146e-04 - mae: 0.0088  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0297e-04 - mae: 0.0089  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0299e-04 - mae: 0.0089  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0267e-04 - mae: 0.0089  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0244e-04 - mae: 0.0089  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0206e-04 - mae: 0.0089  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0185e-04 - mae: 0.0089 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0166e-04 - mae: 0.0089 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0158e-04 - mae: 0.0089 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0151e-04 - mae: 0.0089 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0169e-04 - mae: 0.0089 147/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0182e-04 - mae: 0.0089 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0190e-04 - mae: 0.0089 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0196e-04 - mae: 0.0089 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0200e-04 - mae: 0.0089 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0202e-04 - mae: 0.0089 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0204e-04 - mae: 0.0089 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0203e-04 - mae: 0.0089 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0201e-04 - mae: 0.0089 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0200e-04 - mae: 0.0089 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0198e-04 - mae: 0.0089 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0193e-04 - mae: 0.0089 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0187e-04 - mae: 0.0089 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0183e-04 - mae: 0.0089 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0178e-04 - mae: 0.0089 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0172e-04 - mae: 0.0089 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0168e-04 - mae: 0.0089 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0163e-04 - mae: 0.0089 309/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0158e-04 - mae: 0.0089 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0154e-04 - mae: 0.0089 329/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0152e-04 - mae: 0.0089 338/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0148e-04 - mae: 0.0088 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0145e-04 - mae: 0.0088 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0143e-04 - mae: 0.0088 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0141e-04 - mae: 0.0088 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0139e-04 - mae: 0.0088 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0137e-04 - mae: 0.0088 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0135e-04 - mae: 0.0088 404/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0132e-04 - mae: 0.0088 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0129e-04 - mae: 0.0088 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0126e-04 - mae: 0.0088 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0120e-04 - mae: 0.0088 442/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0115e-04 - mae: 0.0088 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0109e-04 - mae: 0.0088 462/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0103e-04 - mae: 0.0088 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0105e-04 - mae: 0.0088 483/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0108e-04 - mae: 0.0088 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0110e-04 - mae: 0.0088 501/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0113e-04 - mae: 0.0088 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0113e-04 - mae: 0.0088 521/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0113e-04 - mae: 0.0088 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0113e-04 - mae: 0.0088 537/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0113e-04 - mae: 0.0088 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0112e-04 - mae: 0.0088 557/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0112e-04 - mae: 0.0088 567/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0111e-04 - mae: 0.0088 577/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0109e-04 - mae: 0.0088 586/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0108e-04 - mae: 0.0088 596/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0110e-04 - mae: 0.0088 606/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0113e-04 - mae: 0.0088 615/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0117e-04 - mae: 0.0088 624/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0121e-04 - mae: 0.0088 634/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0125e-04 - mae: 0.0088 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0129e-04 - mae: 0.0088 654/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0132e-04 - mae: 0.0088 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0135e-04 - mae: 0.0088 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0137e-04 - mae: 0.0088 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0141e-04 - mae: 0.0088 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0143e-04 - mae: 0.0088 702/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0146e-04 - mae: 0.0088 711/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0148e-04 - mae: 0.0088 720/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0151e-04 - mae: 0.0088 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0153e-04 - mae: 0.0088 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0156e-04 - mae: 0.0088 747/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0161e-04 - mae: 0.0088 756/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0166e-04 - mae: 0.0088 766/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0171e-04 - mae: 0.0088 776/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0176e-04 - mae: 0.0088 785/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0181e-04 - mae: 0.0088 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0186e-04 - mae: 0.0088 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0191e-04 - mae: 0.0088 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0197e-04 - mae: 0.0088 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0204e-04 - mae: 0.0088 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0210e-04 - mae: 0.0088 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0217e-04 - mae: 0.0088 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0222e-04 - mae: 0.0088 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0227e-04 - mae: 0.0088 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0233e-04 - mae: 0.0088 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0238e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0241e-04 - mae: 0.0088 - val_loss: 3.5905e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 102/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 1.8949e-04 - mae: 0.0127  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6242e-04 - mae: 0.0111   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4670e-04 - mae: 0.0106  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4052e-04 - mae: 0.0105  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3479e-04 - mae: 0.0102  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3075e-04 - mae: 0.0100  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2853e-04 - mae: 0.0100  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2598e-04 - mae: 0.0099  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2403e-04 - mae: 0.0098  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2252e-04 - mae: 0.0097  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2101e-04 - mae: 0.0096 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1961e-04 - mae: 0.0096 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1868e-04 - mae: 0.0096 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1871e-04 - mae: 0.0095 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1870e-04 - mae: 0.0095 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1864e-04 - mae: 0.0095 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1850e-04 - mae: 0.0095 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1838e-04 - mae: 0.0094 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1828e-04 - mae: 0.0094 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1815e-04 - mae: 0.0094 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1807e-04 - mae: 0.0094 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1794e-04 - mae: 0.0094 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1772e-04 - mae: 0.0094 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1747e-04 - mae: 0.0094 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1722e-04 - mae: 0.0093 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1701e-04 - mae: 0.0093 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1680e-04 - mae: 0.0093 260/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1661e-04 - mae: 0.0093 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1638e-04 - mae: 0.0093 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1614e-04 - mae: 0.0093 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1589e-04 - mae: 0.0093 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1562e-04 - mae: 0.0093 309/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1535e-04 - mae: 0.0093 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1509e-04 - mae: 0.0092 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1483e-04 - mae: 0.0092 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1453e-04 - mae: 0.0092 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1425e-04 - mae: 0.0092 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1404e-04 - mae: 0.0092 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1380e-04 - mae: 0.0092 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1357e-04 - mae: 0.0092 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1333e-04 - mae: 0.0092 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1308e-04 - mae: 0.0092 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1283e-04 - mae: 0.0092 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1259e-04 - mae: 0.0091 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1244e-04 - mae: 0.0091 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1224e-04 - mae: 0.0091 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1209e-04 - mae: 0.0091 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1191e-04 - mae: 0.0091 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1174e-04 - mae: 0.0091 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1155e-04 - mae: 0.0091 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1139e-04 - mae: 0.0091 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1119e-04 - mae: 0.0091 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1101e-04 - mae: 0.0091 509/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1083e-04 - mae: 0.0091 519/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1066e-04 - mae: 0.0091 528/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1051e-04 - mae: 0.0091 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1040e-04 - mae: 0.0091 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1027e-04 - mae: 0.0091 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1013e-04 - mae: 0.0090 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0999e-04 - mae: 0.0090 572/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0987e-04 - mae: 0.0090 583/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0971e-04 - mae: 0.0090 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0957e-04 - mae: 0.0090 602/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0945e-04 - mae: 0.0090 612/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0933e-04 - mae: 0.0090 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0923e-04 - mae: 0.0090 631/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0913e-04 - mae: 0.0090 641/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0903e-04 - mae: 0.0090 651/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0892e-04 - mae: 0.0090 660/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0883e-04 - mae: 0.0090 668/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0875e-04 - mae: 0.0090 675/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0868e-04 - mae: 0.0090 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0864e-04 - mae: 0.0090 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0858e-04 - mae: 0.0090 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0852e-04 - mae: 0.0090 710/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0847e-04 - mae: 0.0090 720/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0841e-04 - mae: 0.0090 730/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0835e-04 - mae: 0.0090 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0830e-04 - mae: 0.0090 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0825e-04 - mae: 0.0090 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0818e-04 - mae: 0.0090 769/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0812e-04 - mae: 0.0090 778/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0807e-04 - mae: 0.0090 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0801e-04 - mae: 0.0090 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0797e-04 - mae: 0.0090 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0792e-04 - mae: 0.0090 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0789e-04 - mae: 0.0090 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0787e-04 - mae: 0.0089 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0785e-04 - mae: 0.0089 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0783e-04 - mae: 0.0089 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0781e-04 - mae: 0.0089 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0780e-04 - mae: 0.0089 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0778e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0777e-04 - mae: 0.0089 - val_loss: 3.5860e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 103/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 4.3981e-05 - mae: 0.0061  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2173e-04 - mae: 0.0087   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2353e-04 - mae: 0.0092  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2507e-04 - mae: 0.0094  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.3246e-04 - mae: 0.0096 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3176e-04 - mae: 0.0096 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3106e-04 - mae: 0.0095 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3042e-04 - mae: 0.0095 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2991e-04 - mae: 0.0095 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2945e-04 - mae: 0.0095 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2898e-04 - mae: 0.0095 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2855e-04 - mae: 0.0095 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2812e-04 - mae: 0.0095 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2779e-04 - mae: 0.0095 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2745e-04 - mae: 0.0095 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2715e-04 - mae: 0.0094 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2681e-04 - mae: 0.0094 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2651e-04 - mae: 0.0094 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2624e-04 - mae: 0.0094 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2596e-04 - mae: 0.0094 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2566e-04 - mae: 0.0094 338/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2533e-04 - mae: 0.0094 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2503e-04 - mae: 0.0094 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2473e-04 - mae: 0.0094 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2440e-04 - mae: 0.0094 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2408e-04 - mae: 0.0094 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2377e-04 - mae: 0.0094 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2346e-04 - mae: 0.0094 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2319e-04 - mae: 0.0094 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2288e-04 - mae: 0.0094 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2256e-04 - mae: 0.0093 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2224e-04 - mae: 0.0093 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.1742e-04 - mae: 0.0095  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1526e-04 - mae: 0.0095  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1327e-04 - mae: 0.0094  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1254e-04 - mae: 0.0094 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1162e-04 - mae: 0.0093 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1065e-04 - mae: 0.0093 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0992e-04 - mae: 0.0093 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0925e-04 - mae: 0.0092 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0865e-04 - mae: 0.0092 155/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0805e-04 - mae: 0.0092 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0750e-04 - mae: 0.0092 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0706e-04 - mae: 0.0091 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0671e-04 - mae: 0.0091 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0637e-04 - mae: 0.0091 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0619e-04 - mae: 0.0091 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0604e-04 - mae: 0.0091 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0593e-04 - mae: 0.0091 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0584e-04 - mae: 0.0091 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0579e-04 - mae: 0.0091 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0574e-04 - mae: 0.0091 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0567e-04 - mae: 0.0091 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0558e-04 - mae: 0.0091 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0550e-04 - mae: 0.0090 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0541e-04 - mae: 0.0090 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0531e-04 - mae: 0.0090 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0524e-04 - mae: 0.0090 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0515e-04 - mae: 0.0090 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0504e-04 - mae: 0.0090 338/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 9.1409e-05 - mae: 0.0085 103/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1129e-05 - mae: 0.0085 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0886e-05 - mae: 0.0085 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0776e-05 - mae: 0.0085 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0616e-05 - mae: 0.0085 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0453e-05 - mae: 0.0085 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0385e-05 - mae: 0.0085 160/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0316e-05 - mae: 0.0085 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.0263e-05 - mae: 0.0085 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.0310e-05 - mae: 0.0085 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.0446e-05 - mae: 0.0085 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1119e-05 - mae: 0.0085 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1633e-05 - mae: 0.0085 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2177e-05 - mae: 0.0085 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2612e-05 - mae: 0.0085 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2920e-05 - mae: 0.0085 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3205e-05 - mae: 0.0085 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3492e-05 - mae: 0.0085 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3787e-05 - mae: 0.0085 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4077e-05 - mae: 0.0085 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4287e-05 - mae: 0.0085 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4477e-05 - mae: 0.0085 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4660e-05 - mae: 0.0085 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4833e-05 - mae: 0.0085 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4994e-05 - mae: 0.0085 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5121e-05 - mae: 0.0085 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.5234e-05 - mae: 0.0085 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.5354e-05 - mae: 0.0085 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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mae: 0.0087 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0061e-04 - mae: 0.0087 141/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0094e-04 - mae: 0.0088 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0114e-04 - mae: 0.0088 160/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0129e-04 - mae: 0.0088 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0150e-04 - mae: 0.0088 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0174e-04 - mae: 0.0088 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0199e-04 - mae: 0.0088 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0222e-04 - mae: 0.0088 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0237e-04 - mae: 0.0088 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0247e-04 - mae: 0.0088 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0258e-04 - mae: 0.0088 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0269e-04 - mae: 0.0088 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0312e-04 - mae: 0.0088 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 9.6361e-05 - mae: 0.0089  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7968e-05 - mae: 0.0089  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8373e-05 - mae: 0.0088  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8751e-05 - mae: 0.0088  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9572e-05 - mae: 0.0088  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0090e-04 - mae: 0.0089  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0242e-04 - mae: 0.0089  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0467e-04 - mae: 0.0090  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0634e-04 - mae: 0.0090 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0756e-04 - mae: 0.0090 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0834e-04 - mae: 0.0091 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0918e-04 - mae: 0.0091 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0992e-04 - mae: 0.0091 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1062e-04 - mae: 0.0091 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.1550e-04 - mae: 0.0091 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1544e-04 - mae: 0.0091 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1539e-04 - mae: 0.0091 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1534e-04 - mae: 0.0091 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1528e-04 - mae: 0.0091 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1524e-04 - mae: 0.0091 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1519e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1515e-04 - mae: 0.0091 - val_loss: 3.5861e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 108/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.2798e-04 - mae: 0.0106  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0364e-04 - mae: 0.0095   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0147e-04 - mae: 0.0094  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0177e-04 - mae: 0.0094  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0413e-04 - mae: 0.0094  52/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 9.9707e-05 - mae: 0.0087 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9974e-05 - mae: 0.0087 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0021e-04 - mae: 0.0087 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0044e-04 - mae: 0.0088 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0062e-04 - mae: 0.0088 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0076e-04 - mae: 0.0088 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0088e-04 - mae: 0.0088 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0100e-04 - mae: 0.0088 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0111e-04 - mae: 0.0088 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0119e-04 - mae: 0.0088 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0128e-04 - mae: 0.0088 333/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0142e-04 - mae: 0.0088 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0165e-04 - mae: 0.0088 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0187e-04 - mae: 0.0088 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0208e-04 - mae: 0.0088 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0223e-04 - mae: 0.0088 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0241e-04 - mae: 0.0088 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0257e-04 - mae: 0.0088 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0271e-04 - mae: 0.0088 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0286e-04 - mae: 0.0088 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0300e-04 - mae: 0.0088 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0311e-04 - mae: 0.0089 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0319e-04 - mae: 0.0089 443/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0325e-04 - mae: 0.0089 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0332e-04 - mae: 0.0089 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0339e-04 - mae: 0.0089 471/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0346e-04 - mae: 0.0089 481/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0353e-04 - mae: 0.0089 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0362e-04 - mae: 0.0089 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0371e-04 - mae: 0.0089 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0378e-04 - mae: 0.0089 520/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0385e-04 - mae: 0.0089 530/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0393e-04 - mae: 0.0089 540/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0398e-04 - mae: 0.0089 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0403e-04 - mae: 0.0089 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0408e-04 - mae: 0.0089 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0412e-04 - mae: 0.0089 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0417e-04 - mae: 0.0089 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0421e-04 - mae: 0.0089 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0425e-04 - mae: 0.0089 607/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0427e-04 - mae: 0.0089 617/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0430e-04 - mae: 0.0089 626/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0434e-04 - mae: 0.0089 635/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0436e-04 - mae: 0.0089 645/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0439e-04 - mae: 0.0089 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0442e-04 - mae: 0.0089 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0446e-04 - mae: 0.0089 675/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0451e-04 - mae: 0.0089 685/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0455e-04 - mae: 0.0089 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0460e-04 - mae: 0.0089 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0464e-04 - mae: 0.0089 715/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0470e-04 - mae: 0.0089 723/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0474e-04 - mae: 0.0089 731/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0479e-04 - mae: 0.0089 740/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0484e-04 - mae: 0.0089 750/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0489e-04 - mae: 0.0089 760/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0494e-04 - mae: 0.0089 770/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0498e-04 - mae: 0.0089 780/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0504e-04 - mae: 0.0089 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0509e-04 - mae: 0.0089 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0514e-04 - mae: 0.0089 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0520e-04 - mae: 0.0089 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0524e-04 - mae: 0.0089 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0528e-04 - mae: 0.0089 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0534e-04 - mae: 0.0089 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0540e-04 - mae: 0.0089 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0546e-04 - mae: 0.0089 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0554e-04 - mae: 0.0089 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0560e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0566e-04 - mae: 0.0089 - val_loss: 3.5913e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 110/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 4.1958e-05 - mae: 0.0059  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4830e-04 - mae: 0.0087   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3564e-04 - mae: 0.0089  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2764e-04 - mae: 0.0089  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2251e-04 - mae: 0.0089  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1926e-04 - mae: 0.0088  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1647e-04 - mae: 0.0088  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1476e-04 - mae: 0.0088  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1352e-04 - mae: 0.0088  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1262e-04 - mae: 0.0088  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1198e-04 - mae: 0.0089 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1137e-04 - mae: 0.0089 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1099e-04 - mae: 0.0089 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1067e-04 - mae: 0.0089 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1031e-04 - mae: 0.0089 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0995e-04 - mae: 0.0089 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0964e-04 - mae: 0.0089 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0957e-04 - mae: 0.0089 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0959e-04 - mae: 0.0089 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0963e-04 - mae: 0.0089 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0977e-04 - mae: 0.0089 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0986e-04 - mae: 0.0089 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0999e-04 - mae: 0.0089 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1009e-04 - mae: 0.0089 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1017e-04 - mae: 0.0089 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1023e-04 - mae: 0.0089 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1025e-04 - mae: 0.0089 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1024e-04 - mae: 0.0089 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1022e-04 - mae: 0.0089 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1019e-04 - mae: 0.0089 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1014e-04 - mae: 0.0089 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1004e-04 - mae: 0.0089 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0994e-04 - mae: 0.0089 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0983e-04 - mae: 0.0089 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0972e-04 - mae: 0.0089 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0966e-04 - mae: 0.0089 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0958e-04 - mae: 0.0089 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0950e-04 - mae: 0.0089 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0942e-04 - mae: 0.0089 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0935e-04 - mae: 0.0089 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0930e-04 - mae: 0.0089 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0923e-04 - mae: 0.0089 404/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0918e-04 - mae: 0.0089 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0912e-04 - mae: 0.0089 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0907e-04 - mae: 0.0089 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0900e-04 - mae: 0.0089 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0895e-04 - mae: 0.0089 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0889e-04 - mae: 0.0089 460/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0884e-04 - mae: 0.0089 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0879e-04 - mae: 0.0089 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0873e-04 - mae: 0.0089 490/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0867e-04 - mae: 0.0089 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0860e-04 - mae: 0.0089 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0853e-04 - mae: 0.0089 519/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0846e-04 - mae: 0.0089 527/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0841e-04 - mae: 0.0089 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0836e-04 - mae: 0.0089 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0831e-04 - mae: 0.0089 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0824e-04 - mae: 0.0089 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0816e-04 - mae: 0.0089 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0810e-04 - mae: 0.0089 583/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0804e-04 - mae: 0.0089 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0796e-04 - mae: 0.0089 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0788e-04 - mae: 0.0089 612/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0781e-04 - mae: 0.0089 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0771e-04 - mae: 0.0089 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0763e-04 - mae: 0.0089 642/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0755e-04 - mae: 0.0089 652/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0746e-04 - mae: 0.0089 662/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0739e-04 - mae: 0.0089 672/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0735e-04 - mae: 0.0089 682/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0731e-04 - mae: 0.0089 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0727e-04 - mae: 0.0089 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0723e-04 - mae: 0.0089 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0719e-04 - mae: 0.0089 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0715e-04 - mae: 0.0089 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0711e-04 - mae: 0.0089 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0709e-04 - mae: 0.0089 749/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0708e-04 - mae: 0.0089 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0708e-04 - mae: 0.0089 768/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0707e-04 - mae: 0.0089 778/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0706e-04 - mae: 0.0089 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0705e-04 - mae: 0.0089 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0705e-04 - mae: 0.0089 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0704e-04 - mae: 0.0089 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0703e-04 - mae: 0.0089 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0703e-04 - mae: 0.0089 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0704e-04 - mae: 0.0089 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0705e-04 - mae: 0.0089 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0707e-04 - mae: 0.0089 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0707e-04 - mae: 0.0089 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0708e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0708e-04 - mae: 0.0089 - val_loss: 3.5856e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 111/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 23ms/step - loss: 1.8095e-04 - mae: 0.0137  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1410e-04 - mae: 0.0098   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 9.4804e-05 - mae: 0.0087 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4996e-05 - mae: 0.0087 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5293e-05 - mae: 0.0087 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6119e-05 - mae: 0.0087 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6925e-05 - mae: 0.0087 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7657e-05 - mae: 0.0087 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8186e-05 - mae: 0.0087 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8612e-05 - mae: 0.0087 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9098e-05 - mae: 0.0087 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9498e-05 - mae: 0.0087 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9817e-05 - mae: 0.0087 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0014e-04 - mae: 0.0087 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0045e-04 - mae: 0.0087 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0070e-04 - mae: 0.0087 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0094e-04 - mae: 0.0088 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0117e-04 - mae: 0.0088 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0137e-04 - mae: 0.0088 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0156e-04 - mae: 0.0088 329/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0171e-04 - mae: 0.0088 338/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0186e-04 - mae: 0.0088 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0202e-04 - mae: 0.0088 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0216e-04 - mae: 0.0088 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0228e-04 - mae: 0.0088 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0239e-04 - mae: 0.0088 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0250e-04 - mae: 0.0088 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0262e-04 - mae: 0.0088 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0271e-04 - mae: 0.0088 414/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0281e-04 - mae: 0.0088 424/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0289e-04 - mae: 0.0088 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0296e-04 - mae: 0.0088 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0302e-04 - mae: 0.0088 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0312e-04 - mae: 0.0088 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0324e-04 - mae: 0.0088 471/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0336e-04 - mae: 0.0088 481/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0348e-04 - mae: 0.0088 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0359e-04 - mae: 0.0088 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0369e-04 - mae: 0.0088 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0379e-04 - mae: 0.0088 519/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0388e-04 - mae: 0.0088 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0397e-04 - mae: 0.0088 540/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0406e-04 - mae: 0.0088 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0415e-04 - mae: 0.0088 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.3413e-04 - mae: 0.0093  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2784e-04 - mae: 0.0092  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2330e-04 - mae: 0.0091  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1993e-04 - mae: 0.0090  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1745e-04 - mae: 0.0090  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1587e-04 - mae: 0.0089 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1450e-04 - mae: 0.0089 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1343e-04 - mae: 0.0089 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1246e-04 - mae: 0.0089 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1143e-04 - mae: 0.0089 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1022e-04 - mae: 0.0089 149/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0944e-04 - mae: 0.0089 158/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0870e-04 - mae: 0.0089 167/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0808e-04 - mae: 0.0089 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0748e-04 - mae: 0.0088 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0693e-04 - mae: 0.0088 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0649e-04 - mae: 0.0088 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0598e-04 - mae: 0.0088 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0562e-04 - mae: 0.0088 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0534e-04 - mae: 0.0088 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0506e-04 - mae: 0.0088 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0479e-04 - mae: 0.0088 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0452e-04 - mae: 0.0088 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0425e-04 - mae: 0.0088 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0401e-04 - mae: 0.0088 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0381e-04 - mae: 0.0088 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0365e-04 - mae: 0.0088 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0355e-04 - mae: 0.0088 309/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0355e-04 - mae: 0.0088 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0356e-04 - mae: 0.0088 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0362e-04 - mae: 0.0088 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0373e-04 - mae: 0.0088 345/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0384e-04 - mae: 0.0088 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0400e-04 - mae: 0.0088 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0416e-04 - mae: 0.0088 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0432e-04 - mae: 0.0088 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0444e-04 - mae: 0.0088 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0455e-04 - mae: 0.0088 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0465e-04 - mae: 0.0088 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0473e-04 - mae: 0.0089 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0481e-04 - mae: 0.0089 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0487e-04 - mae: 0.0089 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0710e-04 - mae: 0.0089 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0710e-04 - mae: 0.0089 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0710e-04 - mae: 0.0089 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0711e-04 - mae: 0.0089 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0711e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0711e-04 - mae: 0.0089 - val_loss: 3.6023e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 113/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 25ms/step - loss: 5.4383e-05 - mae: 0.0073  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.0137e-04 - mae: 0.0093   19/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8443e-04 - mae: 0.0092  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.7316e-04 - mae: 0.0093  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6373e-04 - mae: 0.0093  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5628e-04 - mae: 0.0093  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5085e-04 - mae: 0.0092  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4543e-04 - mae: 0.0092  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4197e-04 - mae: 0.0092  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3919e-04 - mae: 0.0092  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3674e-04 - mae: 0.0092 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3433e-04 - mae: 0.0092 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3237e-04 - mae: 0.0092 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3063e-04 - mae: 0.0092 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2905e-04 - mae: 0.0092 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2764e-04 - mae: 0.0092 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2649e-04 - mae: 0.0092 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2556e-04 - mae: 0.0092 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2443e-04 - mae: 0.0092 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2335e-04 - mae: 0.0091 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2234e-04 - mae: 0.0091 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2142e-04 - mae: 0.0091 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2058e-04 - mae: 0.0091 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1988e-04 - mae: 0.0091 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1914e-04 - mae: 0.0091 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1872e-04 - mae: 0.0091 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1829e-04 - mae: 0.0091 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1797e-04 - mae: 0.0091 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1768e-04 - mae: 0.0091 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1741e-04 - mae: 0.0091 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1715e-04 - mae: 0.0091 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1689e-04 - mae: 0.0091 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1661e-04 - mae: 0.0091 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1631e-04 - mae: 0.0091 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1607e-04 - mae: 0.0091 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.1376e-04 - mae: 0.0090 743/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1369e-04 - mae: 0.0090 751/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1364e-04 - mae: 0.0090 760/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1359e-04 - mae: 0.0090 769/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1353e-04 - mae: 0.0090 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1347e-04 - mae: 0.0090 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1340e-04 - mae: 0.0090 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1333e-04 - mae: 0.0090 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1326e-04 - mae: 0.0090 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1320e-04 - mae: 0.0090 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1313e-04 - mae: 0.0090 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1306e-04 - mae: 0.0090 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1299e-04 - mae: 0.0090 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1292e-04 - mae: 0.0090 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1285e-04 - mae: 0.0090 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1278e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1273e-04 - mae: 0.0090 - val_loss: 3.5902e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 114/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 8.6772e-05 - mae: 0.0087  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 3.9389e-04 - mae: 0.0110   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 3.3613e-04 - mae: 0.0107  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 3.0023e-04 - mae: 0.0105  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.7202e-04 - mae: 0.0104  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.5466e-04 - mae: 0.0103  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.4147e-04 - mae: 0.0102  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.3144e-04 - mae: 0.0101  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.2190e-04 - mae: 0.0100  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.1296e-04 - mae: 0.0099  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.0616e-04 - mae: 0.0099 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.9988e-04 - mae: 0.0098 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.9492e-04 - mae: 0.0098 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.9009e-04 - mae: 0.0098 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8602e-04 - mae: 0.0097 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8248e-04 - mae: 0.0097 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.7951e-04 - mae: 0.0097 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.7677e-04 - mae: 0.0097 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7422e-04 - mae: 0.0096 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7160e-04 - mae: 0.0096 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.6923e-04 - mae: 0.0096 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.6711e-04 - mae: 0.0096 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.6518e-04 - mae: 0.0096 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.6355e-04 - mae: 0.0096 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.3905e-04 - mae: 0.0093 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3856e-04 - mae: 0.0093 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3807e-04 - mae: 0.0093 523/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.3760e-04 - mae: 0.0093 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3721e-04 - mae: 0.0093 540/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3688e-04 - mae: 0.0093 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3646e-04 - mae: 0.0093 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3614e-04 - mae: 0.0093 568/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3575e-04 - mae: 0.0093 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3536e-04 - mae: 0.0093 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3502e-04 - mae: 0.0093 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3464e-04 - mae: 0.0093 607/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3428e-04 - mae: 0.0093 617/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.3394e-04 - mae: 0.0093 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.2967e-04 - mae: 0.0092 770/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2942e-04 - mae: 0.0092 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2920e-04 - mae: 0.0092 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2894e-04 - mae: 0.0092 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2871e-04 - mae: 0.0092 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2849e-04 - mae: 0.0092 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2831e-04 - mae: 0.0092 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2812e-04 - mae: 0.0092 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2790e-04 - mae: 0.0092 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2769e-04 - mae: 0.0092 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2748e-04 - mae: 0.0092 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2728e-04 - mae: 0.0092 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2709e-04 - mae: 0.0092 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.2691e-04 - mae: 0.0092 - val_loss: 3.5842e-05 - 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loss: 1.1022e-04 - mae: 0.0091 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1023e-04 - mae: 0.0091 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1023e-04 - mae: 0.0091 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1023e-04 - mae: 0.0091 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1023e-04 - mae: 0.0091 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1023e-04 - mae: 0.0091 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1023e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1023e-04 - mae: 0.0091 - val_loss: 3.5858e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 117/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.7439e-04 - mae: 0.0140  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2477e-04 - mae: 0.0103   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1508e-04 - mae: 0.0098  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1183e-04 - mae: 0.0096  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0984e-04 - mae: 0.0095  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0956e-04 - mae: 0.0094  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0880e-04 - mae: 0.0093  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0838e-04 - mae: 0.0092  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0813e-04 - mae: 0.0092  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0792e-04 - mae: 0.0092 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0750e-04 - mae: 0.0091 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0704e-04 - mae: 0.0091 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0677e-04 - mae: 0.0091 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0644e-04 - mae: 0.0091 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0613e-04 - mae: 0.0091 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0575e-04 - mae: 0.0091 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0543e-04 - mae: 0.0090 164/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0515e-04 - mae: 0.0090 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0485e-04 - mae: 0.0090 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0453e-04 - mae: 0.0090 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0431e-04 - mae: 0.0090 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0403e-04 - mae: 0.0090 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0387e-04 - mae: 0.0090 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0372e-04 - mae: 0.0090 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0365e-04 - mae: 0.0089 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0365e-04 - mae: 0.0089 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0362e-04 - mae: 0.0089 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0359e-04 - mae: 0.0089 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0357e-04 - mae: 0.0089 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0354e-04 - mae: 0.0089 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0351e-04 - mae: 0.0089 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0347e-04 - mae: 0.0089 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0341e-04 - mae: 0.0089 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0333e-04 - mae: 0.0089 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0325e-04 - mae: 0.0089 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0321e-04 - mae: 0.0089 340/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0315e-04 - mae: 0.0089 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0307e-04 - mae: 0.0089 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0299e-04 - mae: 0.0089 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0298e-04 - mae: 0.0089 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0304e-04 - mae: 0.0089 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0312e-04 - mae: 0.0089 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0321e-04 - mae: 0.0089 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0331e-04 - mae: 0.0089 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0341e-04 - mae: 0.0089 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0350e-04 - mae: 0.0089 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0358e-04 - mae: 0.0089 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0365e-04 - mae: 0.0089 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0371e-04 - mae: 0.0089 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0378e-04 - mae: 0.0089 475/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0385e-04 - mae: 0.0089 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0391e-04 - mae: 0.0089 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0396e-04 - mae: 0.0089 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0401e-04 - mae: 0.0089 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0406e-04 - mae: 0.0089 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0410e-04 - mae: 0.0088 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0414e-04 - mae: 0.0088 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0417e-04 - mae: 0.0088 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0419e-04 - mae: 0.0088 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0421e-04 - mae: 0.0088 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0422e-04 - mae: 0.0088 583/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0424e-04 - mae: 0.0088 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0425e-04 - mae: 0.0088 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0427e-04 - mae: 0.0088 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0428e-04 - mae: 0.0088 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0429e-04 - mae: 0.0088 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0431e-04 - mae: 0.0088 642/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0433e-04 - mae: 0.0088 651/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0434e-04 - mae: 0.0088 661/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0439e-04 - mae: 0.0088 671/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0445e-04 - mae: 0.0088 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0450e-04 - mae: 0.0088 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0455e-04 - mae: 0.0088 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0460e-04 - mae: 0.0088 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0464e-04 - mae: 0.0088 720/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0470e-04 - mae: 0.0088 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0474e-04 - mae: 0.0088 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0479e-04 - mae: 0.0088 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0483e-04 - mae: 0.0088 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0487e-04 - mae: 0.0088 768/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0492e-04 - mae: 0.0088 778/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0496e-04 - mae: 0.0088 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0501e-04 - mae: 0.0088 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0505e-04 - mae: 0.0088 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0509e-04 - mae: 0.0088 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0512e-04 - mae: 0.0089 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0516e-04 - mae: 0.0089 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0519e-04 - mae: 0.0089 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0523e-04 - mae: 0.0089 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0527e-04 - mae: 0.0089 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0531e-04 - mae: 0.0089 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0535e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0538e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0539e-04 - mae: 0.0089 - val_loss: 3.5842e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 118/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 20ms/step - loss: 9.0280e-05 - mae: 0.0082  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9988e-05 - mae: 0.0088   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4937e-05 - mae: 0.0086  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1952e-05 - mae: 0.0085  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9437e-05 - mae: 0.0084  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8089e-05 - mae: 0.0084  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7816e-05 - mae: 0.0084  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8758e-05 - mae: 0.0084  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9699e-05 - mae: 0.0084  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0611e-05 - mae: 0.0085  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1163e-05 - mae: 0.0085 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1560e-05 - mae: 0.0085 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1836e-05 - mae: 0.0085 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2408e-05 - mae: 0.0085 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3076e-05 - mae: 0.0085 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3763e-05 - mae: 0.0085 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4468e-05 - mae: 0.0085 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5147e-05 - mae: 0.0085 171/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5621e-05 - mae: 0.0086 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6019e-05 - mae: 0.0086 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6720e-05 - mae: 0.0086 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7485e-05 - mae: 0.0086 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8119e-05 - mae: 0.0086 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8645e-05 - mae: 0.0086 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9017e-05 - mae: 0.0086 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9338e-05 - mae: 0.0086 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9680e-05 - mae: 0.0086 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0015e-04 - mae: 0.0086 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0066e-04 - mae: 0.0086 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0107e-04 - mae: 0.0086 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0155e-04 - mae: 0.0086 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0196e-04 - mae: 0.0086 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0225e-04 - mae: 0.0086 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0258e-04 - mae: 0.0087 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0286e-04 - mae: 0.0087 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0311e-04 - mae: 0.0087 341/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0339e-04 - mae: 0.0087 349/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0363e-04 - mae: 0.0087 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0388e-04 - mae: 0.0087 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0410e-04 - mae: 0.0087 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0431e-04 - mae: 0.0087 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0449e-04 - mae: 0.0087 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0465e-04 - mae: 0.0087 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0478e-04 - mae: 0.0087 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0492e-04 - mae: 0.0087 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0505e-04 - mae: 0.0087 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0524e-04 - mae: 0.0087 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0543e-04 - mae: 0.0087 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0560e-04 - mae: 0.0087 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0580e-04 - mae: 0.0087 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0196e-04 - mae: 0.0087 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0216e-04 - mae: 0.0087 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0239e-04 - mae: 0.0087 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0250e-04 - mae: 0.0087 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0249e-04 - mae: 0.0087 149/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0239e-04 - mae: 0.0087 158/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0229e-04 - mae: 0.0087 167/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0221e-04 - mae: 0.0087 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0218e-04 - mae: 0.0087 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0208e-04 - mae: 0.0087 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0195e-04 - mae: 0.0087 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0183e-04 - mae: 0.0087 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0171e-04 - mae: 0.0087 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0157e-04 - mae: 0.0087 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0144e-04 - mae: 0.0087 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0132e-04 - mae: 0.0087 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0119e-04 - mae: 0.0087 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0107e-04 - mae: 0.0087 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0094e-04 - mae: 0.0087 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0082e-04 - mae: 0.0087 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0070e-04 - mae: 0.0087 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0065e-04 - mae: 0.0087 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0084e-04 - mae: 0.0087 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0102e-04 - mae: 0.0087 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0119e-04 - mae: 0.0087 340/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0134e-04 - mae: 0.0087 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0147e-04 - mae: 0.0087 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0158e-04 - mae: 0.0087 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0166e-04 - mae: 0.0087 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0174e-04 - mae: 0.0087 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0182e-04 - mae: 0.0087 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0190e-04 - mae: 0.0087 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0198e-04 - mae: 0.0087 414/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0207e-04 - mae: 0.0087 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0216e-04 - mae: 0.0087 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0224e-04 - mae: 0.0087 442/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0232e-04 - mae: 0.0087 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0239e-04 - mae: 0.0087 462/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0244e-04 - mae: 0.0087 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0249e-04 - mae: 0.0087 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0253e-04 - mae: 0.0087 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0256e-04 - mae: 0.0087 501/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0261e-04 - mae: 0.0087 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0265e-04 - mae: 0.0087 519/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0268e-04 - mae: 0.0087 528/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0271e-04 - mae: 0.0087 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0275e-04 - mae: 0.0087 548/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0278e-04 - mae: 0.0087 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0281e-04 - mae: 0.0087 568/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0284e-04 - mae: 0.0087 579/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0287e-04 - mae: 0.0087 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0294e-04 - mae: 0.0087 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0299e-04 - mae: 0.0087 606/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0304e-04 - mae: 0.0087 616/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0308e-04 - mae: 0.0087 625/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0312e-04 - mae: 0.0087 635/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.0369e-04 - mae: 0.0088 778/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0370e-04 - mae: 0.0088 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0372e-04 - mae: 0.0088 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0373e-04 - mae: 0.0088 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0374e-04 - mae: 0.0088 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0374e-04 - mae: 0.0088 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0374e-04 - mae: 0.0088 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0374e-04 - mae: 0.0088 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0374e-04 - mae: 0.0088 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0374e-04 - mae: 0.0088 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0375e-04 - mae: 0.0088 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0375e-04 - mae: 0.0088 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0375e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0376e-04 - mae: 0.0088 - val_loss: 3.6002e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 120/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 22s 26ms/step - loss: 6.4308e-05 - mae: 0.0078  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 6.9333e-05 - mae: 0.0080   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.7014e-05 - mae: 0.0081  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.1045e-05 - mae: 0.0081  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.2071e-05 - mae: 0.0081  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.2982e-05 - mae: 0.0082  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.4378e-05 - mae: 0.0082  65/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.5820e-05 - mae: 0.0082  74/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.6493e-05 - mae: 0.0082  85/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.6983e-05 - mae: 0.0082  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7338e-05 - mae: 0.0082 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7703e-05 - mae: 0.0082 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7950e-05 - mae: 0.0082 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8417e-05 - mae: 0.0082 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8981e-05 - mae: 0.0082 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9453e-05 - mae: 0.0083 155/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.9952e-05 - mae: 0.0083 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.0387e-05 - mae: 0.0083 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.1292e-05 - mae: 0.0083 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2157e-05 - mae: 0.0083 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2960e-05 - mae: 0.0083 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3821e-05 - mae: 0.0084 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4498e-05 - mae: 0.0084 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5027e-05 - mae: 0.0084 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5430e-05 - mae: 0.0084 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5867e-05 - mae: 0.0084 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6345e-05 - mae: 0.0084 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6732e-05 - mae: 0.0084 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7082e-05 - mae: 0.0084 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7416e-05 - mae: 0.0084 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7707e-05 - mae: 0.0084 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7941e-05 - mae: 0.0085 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8157e-05 - mae: 0.0085 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8353e-05 - mae: 0.0085 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8535e-05 - mae: 0.0085 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8729e-05 - mae: 0.0085 342/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8870e-05 - mae: 0.0085 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9015e-05 - mae: 0.0085 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9194e-05 - mae: 0.0085 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9333e-05 - mae: 0.0085 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 7.2259e-05 - mae: 0.0074   17/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 8.1568e-05 - mae: 0.0078  25/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.2051e-05 - mae: 0.0081  35/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.9732e-05 - mae: 0.0084  45/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0262e-04 - mae: 0.0085  55/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0371e-04 - mae: 0.0086  65/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0441e-04 - mae: 0.0086  74/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0482e-04 - mae: 0.0086  83/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0504e-04 - mae: 0.0087  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0517e-04 - mae: 0.0087 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0538e-04 - mae: 0.0087 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0605e-04 - mae: 0.0087 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0657e-04 - mae: 0.0088 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0702e-04 - mae: 0.0088 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0731e-04 - mae: 0.0088 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0759e-04 - mae: 0.0088 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0782e-04 - mae: 0.0088 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0800e-04 - mae: 0.0088 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0819e-04 - mae: 0.0088 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0835e-04 - mae: 0.0089 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0853e-04 - mae: 0.0089 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0863e-04 - mae: 0.0089 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0870e-04 - mae: 0.0089 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0873e-04 - mae: 0.0089 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0873e-04 - mae: 0.0089 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0886e-04 - mae: 0.0089 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0909e-04 - mae: 0.0089 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0930e-04 - mae: 0.0089 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 9.5442e-05 - mae: 0.0084  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6972e-05 - mae: 0.0085  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8902e-05 - mae: 0.0085  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0028e-04 - mae: 0.0086  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0113e-04 - mae: 0.0086 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0160e-04 - mae: 0.0087 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0179e-04 - mae: 0.0087 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0203e-04 - mae: 0.0087 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0223e-04 - mae: 0.0087 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0226e-04 - mae: 0.0087 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0221e-04 - mae: 0.0087 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0218e-04 - mae: 0.0087 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0203e-04 - mae: 0.0087 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0196e-04 - mae: 0.0087 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0076e-04 - mae: 0.0088 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0089e-04 - mae: 0.0088 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0101e-04 - mae: 0.0088 522/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0114e-04 - mae: 0.0088 533/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0126e-04 - mae: 0.0088 542/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0135e-04 - mae: 0.0088 551/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0144e-04 - mae: 0.0088 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0154e-04 - mae: 0.0088 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0161e-04 - mae: 0.0088 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0169e-04 - mae: 0.0088 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0176e-04 - mae: 0.0088 599/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0183e-04 - mae: 0.0088 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0190e-04 - mae: 0.0088 619/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0197e-04 - mae: 0.0088 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0316e-04 - mae: 0.0088 777/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0320e-04 - mae: 0.0088 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0324e-04 - mae: 0.0088 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0327e-04 - mae: 0.0088 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0330e-04 - mae: 0.0088 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0333e-04 - mae: 0.0088 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0336e-04 - mae: 0.0088 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0338e-04 - mae: 0.0088 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0341e-04 - mae: 0.0088 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0344e-04 - mae: 0.0088 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0347e-04 - mae: 0.0088 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0351e-04 - mae: 0.0088 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0354e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0355e-04 - mae: 0.0088 - val_loss: 3.5830e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 124/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 25s 28ms/step - loss: 8.3801e-05 - mae: 0.0095  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0610e-04 - mae: 0.0093   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1008e-04 - mae: 0.0093  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0885e-04 - mae: 0.0092  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0731e-04 - mae: 0.0092  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0613e-04 - mae: 0.0091  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0513e-04 - mae: 0.0090  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0440e-04 - mae: 0.0090  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0420e-04 - mae: 0.0090  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0415e-04 - mae: 0.0090  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0406e-04 - mae: 0.0090 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0402e-04 - mae: 0.0090 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0392e-04 - mae: 0.0090 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0366e-04 - mae: 0.0090 138/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0343e-04 - mae: 0.0090 147/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0320e-04 - mae: 0.0090 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0315e-04 - mae: 0.0090 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0311e-04 - mae: 0.0090 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0307e-04 - mae: 0.0090 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0308e-04 - mae: 0.0090 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0306e-04 - mae: 0.0090 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0304e-04 - mae: 0.0090 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0300e-04 - mae: 0.0090 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0295e-04 - mae: 0.0090 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0291e-04 - mae: 0.0090 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0289e-04 - mae: 0.0090 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0288e-04 - mae: 0.0090 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0287e-04 - mae: 0.0090 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0288e-04 - mae: 0.0090 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0288e-04 - mae: 0.0090 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0286e-04 - mae: 0.0090 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0288e-04 - mae: 0.0090 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0297e-04 - mae: 0.0090 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0305e-04 - mae: 0.0090 329/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0312e-04 - mae: 0.0090 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0334e-04 - mae: 0.0090 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0358e-04 - mae: 0.0090 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0380e-04 - mae: 0.0090 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0402e-04 - mae: 0.0090 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0422e-04 - mae: 0.0090 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0444e-04 - mae: 0.0090 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0461e-04 - mae: 0.0090 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0477e-04 - mae: 0.0090 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0489e-04 - mae: 0.0090 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0508e-04 - mae: 0.0090 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0530e-04 - mae: 0.0090 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0550e-04 - mae: 0.0090 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0569e-04 - mae: 0.0090 466/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0588e-04 - mae: 0.0090 475/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0603e-04 - mae: 0.0090 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0616e-04 - mae: 0.0090 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0630e-04 - mae: 0.0090 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0645e-04 - mae: 0.0090 514/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0659e-04 - mae: 0.0090 522/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0670e-04 - mae: 0.0090 531/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0684e-04 - mae: 0.0090 540/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0697e-04 - mae: 0.0090 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0709e-04 - mae: 0.0090 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0721e-04 - mae: 0.0090 568/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0731e-04 - mae: 0.0090 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0743e-04 - mae: 0.0090 588/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0754e-04 - mae: 0.0090 598/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0764e-04 - mae: 0.0090 608/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0773e-04 - mae: 0.0090 616/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0780e-04 - mae: 0.0090 625/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0788e-04 - mae: 0.0090 634/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0796e-04 - mae: 0.0090 645/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0804e-04 - mae: 0.0090 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0811e-04 - mae: 0.0090 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0817e-04 - mae: 0.0090 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0823e-04 - mae: 0.0090 684/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0829e-04 - mae: 0.0090 694/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0834e-04 - mae: 0.0090 703/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0839e-04 - mae: 0.0090 713/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0843e-04 - mae: 0.0090 723/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0846e-04 - mae: 0.0090 732/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0849e-04 - mae: 0.0090 740/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0851e-04 - mae: 0.0090 749/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0853e-04 - mae: 0.0090 759/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0855e-04 - mae: 0.0090 769/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0857e-04 - mae: 0.0090 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0858e-04 - mae: 0.0090 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0859e-04 - mae: 0.0090 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0860e-04 - mae: 0.0090 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0861e-04 - mae: 0.0090 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0862e-04 - mae: 0.0090 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0862e-04 - mae: 0.0090 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0863e-04 - mae: 0.0090 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0863e-04 - mae: 0.0090 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0863e-04 - mae: 0.0090 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0863e-04 - mae: 0.0090 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0863e-04 - mae: 0.0090 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0862e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0862e-04 - mae: 0.0090 - val_loss: 3.5840e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 125/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 1.0427e-04 - mae: 0.0100  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9226e-05 - mae: 0.0085   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6616e-05 - mae: 0.0088  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1597e-04 - mae: 0.0091  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2984e-04 - mae: 0.0093  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3526e-04 - mae: 0.0094  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3764e-04 - mae: 0.0094  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3797e-04 - mae: 0.0094  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3792e-04 - mae: 0.0094  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3729e-04 - mae: 0.0094  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3659e-04 - mae: 0.0094 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3574e-04 - mae: 0.0094 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3496e-04 - mae: 0.0094 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3418e-04 - mae: 0.0094 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3343e-04 - mae: 0.0094 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3279e-04 - mae: 0.0094 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3213e-04 - mae: 0.0094 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3145e-04 - mae: 0.0093 170/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3079e-04 - mae: 0.0093 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3013e-04 - mae: 0.0093 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2952e-04 - mae: 0.0093 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2886e-04 - mae: 0.0093 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2822e-04 - mae: 0.0093 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2756e-04 - mae: 0.0093 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2704e-04 - mae: 0.0093 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2661e-04 - mae: 0.0093 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2617e-04 - mae: 0.0093 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2570e-04 - mae: 0.0093 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2526e-04 - mae: 0.0093 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2489e-04 - mae: 0.0093 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2454e-04 - mae: 0.0093 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2421e-04 - mae: 0.0093 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2384e-04 - mae: 0.0092 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2351e-04 - mae: 0.0092 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2323e-04 - mae: 0.0092 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2297e-04 - mae: 0.0092 343/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2268e-04 - mae: 0.0092 353/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2241e-04 - mae: 0.0092 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2216e-04 - mae: 0.0092 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2187e-04 - mae: 0.0092 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2160e-04 - mae: 0.0092 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2135e-04 - mae: 0.0092 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2111e-04 - mae: 0.0092 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2088e-04 - mae: 0.0092 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2063e-04 - mae: 0.0092 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2038e-04 - mae: 0.0092 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2013e-04 - mae: 0.0092 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1987e-04 - mae: 0.0092 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1962e-04 - mae: 0.0092 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1936e-04 - mae: 0.0092 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1914e-04 - mae: 0.0092 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1891e-04 - mae: 0.0092 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1868e-04 - mae: 0.0091 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1846e-04 - mae: 0.0091 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1826e-04 - mae: 0.0091 524/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1808e-04 - mae: 0.0091 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1787e-04 - mae: 0.0091 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1767e-04 - mae: 0.0091 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1748e-04 - mae: 0.0091 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1733e-04 - mae: 0.0091 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1718e-04 - mae: 0.0091 585/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1701e-04 - mae: 0.0091 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1687e-04 - mae: 0.0091 604/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1672e-04 - mae: 0.0091 614/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1657e-04 - mae: 0.0091 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1645e-04 - mae: 0.0091 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1631e-04 - mae: 0.0091 643/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1618e-04 - mae: 0.0091 653/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1605e-04 - mae: 0.0091 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1592e-04 - mae: 0.0091 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1580e-04 - mae: 0.0091 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1570e-04 - mae: 0.0091 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1560e-04 - mae: 0.0091 702/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1549e-04 - mae: 0.0091 712/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1538e-04 - mae: 0.0091 722/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1527e-04 - mae: 0.0091 732/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1517e-04 - mae: 0.0091 741/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1508e-04 - mae: 0.0091 751/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1497e-04 - mae: 0.0091 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1487e-04 - mae: 0.0091 772/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1479e-04 - mae: 0.0091 781/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1472e-04 - mae: 0.0091 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1466e-04 - mae: 0.0091 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1460e-04 - mae: 0.0091 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1453e-04 - mae: 0.0090 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1447e-04 - mae: 0.0090 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1442e-04 - mae: 0.0090 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1437e-04 - mae: 0.0090 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1431e-04 - mae: 0.0090 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1424e-04 - mae: 0.0090 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1418e-04 - mae: 0.0090 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1412e-04 - mae: 0.0090 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1405e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1404e-04 - mae: 0.0090 - val_loss: 3.5973e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 126/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 8.7579e-05 - mae: 0.0084  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8542e-05 - mae: 0.0085   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.6916e-05 - mae: 0.0084  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1497e-05 - mae: 0.0085  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6815e-05 - mae: 0.0086  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0142e-04 - mae: 0.0087  62/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0446e-04 - mae: 0.0088  72/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0630e-04 - mae: 0.0089  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0717e-04 - mae: 0.0089  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0749e-04 - mae: 0.0089 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0749e-04 - mae: 0.0089 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0736e-04 - mae: 0.0089 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0712e-04 - mae: 0.0089 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0690e-04 - mae: 0.0089 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0683e-04 - mae: 0.0090 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0681e-04 - mae: 0.0090 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0685e-04 - mae: 0.0090 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0684e-04 - mae: 0.0090 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0694e-04 - mae: 0.0090 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0714e-04 - mae: 0.0090 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0724e-04 - mae: 0.0090 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0728e-04 - mae: 0.0090 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0729e-04 - mae: 0.0090 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0727e-04 - mae: 0.0090 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0729e-04 - mae: 0.0090 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0731e-04 - mae: 0.0090 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0731e-04 - mae: 0.0090 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0729e-04 - mae: 0.0090 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0723e-04 - mae: 0.0090 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0720e-04 - mae: 0.0090 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0718e-04 - mae: 0.0090 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0716e-04 - mae: 0.0090 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0715e-04 - mae: 0.0090 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0714e-04 - mae: 0.0090 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0710e-04 - mae: 0.0090 338/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0704e-04 - mae: 0.0090 349/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0697e-04 - mae: 0.0090 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0691e-04 - mae: 0.0090 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0683e-04 - mae: 0.0090 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0674e-04 - mae: 0.0090 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0665e-04 - mae: 0.0090 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0657e-04 - mae: 0.0090 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0649e-04 - mae: 0.0090 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0642e-04 - mae: 0.0090 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0635e-04 - mae: 0.0090 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0627e-04 - mae: 0.0090 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0620e-04 - mae: 0.0090 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0613e-04 - mae: 0.0090 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0604e-04 - mae: 0.0090 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0597e-04 - mae: 0.0090 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0589e-04 - mae: 0.0090 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0580e-04 - mae: 0.0090 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0572e-04 - mae: 0.0090 514/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0565e-04 - mae: 0.0090 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0557e-04 - mae: 0.0090 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0549e-04 - mae: 0.0090 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0543e-04 - mae: 0.0090 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0537e-04 - mae: 0.0090 563/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0531e-04 - mae: 0.0090 572/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0525e-04 - mae: 0.0090 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 9.6185e-05 - mae: 0.0087 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6391e-05 - mae: 0.0087 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6587e-05 - mae: 0.0087 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6703e-05 - mae: 0.0087 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6841e-05 - mae: 0.0087 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6943e-05 - mae: 0.0087 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7061e-05 - mae: 0.0087 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7153e-05 - mae: 0.0087 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7221e-05 - mae: 0.0087 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7306e-05 - mae: 0.0087 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7401e-05 - mae: 0.0087 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7479e-05 - mae: 0.0087 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7540e-05 - mae: 0.0087 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7582e-05 - mae: 0.0087 349/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 8.2030e-05 - mae: 0.0079 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.3288e-05 - mae: 0.0080 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.4397e-05 - mae: 0.0080 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.5304e-05 - mae: 0.0081 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.6084e-05 - mae: 0.0081 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.6858e-05 - mae: 0.0082 164/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7625e-05 - mae: 0.0082 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 8.8274e-05 - mae: 0.0083 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 8.8863e-05 - mae: 0.0083 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 8.9410e-05 - mae: 0.0083 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.0052e-05 - mae: 0.0083 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.0572e-05 - mae: 0.0084 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.1057e-05 - mae: 0.0084 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1497e-05 - mae: 0.0084 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 7.2302e-05 - mae: 0.0073   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.1004e-05 - mae: 0.0079  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4565e-05 - mae: 0.0082  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9456e-05 - mae: 0.0084  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0180e-04 - mae: 0.0085  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0285e-04 - mae: 0.0085  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0343e-04 - mae: 0.0086  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0395e-04 - mae: 0.0086  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0440e-04 - mae: 0.0086  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0472e-04 - mae: 0.0087 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0487e-04 - mae: 0.0087 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0480e-04 - mae: 0.0087 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0473e-04 - mae: 0.0087 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0460e-04 - mae: 0.0087 147/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0442e-04 - mae: 0.0088 155/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0425e-04 - mae: 0.0088 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0407e-04 - mae: 0.0088 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0386e-04 - mae: 0.0088 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0377e-04 - mae: 0.0088 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0390e-04 - mae: 0.0088 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0402e-04 - mae: 0.0088 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0413e-04 - mae: 0.0088 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0421e-04 - mae: 0.0088 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0429e-04 - mae: 0.0088 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0436e-04 - mae: 0.0088 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0442e-04 - mae: 0.0088 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0446e-04 - mae: 0.0088 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0447e-04 - mae: 0.0088 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0541e-04 - mae: 0.0089 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0542e-04 - mae: 0.0089 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0543e-04 - mae: 0.0089 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0544e-04 - mae: 0.0089 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0545e-04 - mae: 0.0089 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0547e-04 - mae: 0.0089 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0548e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0549e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0549e-04 - mae: 0.0089 - val_loss: 3.5871e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 130/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 4.6402e-05 - mae: 0.0066  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 5.9258e-05 - mae: 0.0073   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 6.5409e-05 - mae: 0.0077  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.1786e-05 - mae: 0.0080  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.5885e-05 - mae: 0.0082  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.9001e-05 - mae: 0.0083  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.1929e-05 - mae: 0.0084  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.4626e-05 - mae: 0.0085  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.6407e-05 - mae: 0.0085  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7895e-05 - mae: 0.0086 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9146e-05 - mae: 0.0086 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0223e-05 - mae: 0.0086 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1203e-05 - mae: 0.0086 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1966e-05 - mae: 0.0087 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2575e-05 - mae: 0.0087 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3197e-05 - mae: 0.0087 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3821e-05 - mae: 0.0087 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4367e-05 - mae: 0.0087 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0626e-04 - mae: 0.0089 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0627e-04 - mae: 0.0089 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0628e-04 - mae: 0.0089 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0628e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0629e-04 - mae: 0.0089 - val_loss: 3.5814e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 131/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 23s 27ms/step - loss: 8.5946e-05 - mae: 0.0093  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 6.8038e-05 - mae: 0.0076   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.4568e-05 - mae: 0.0078  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.6867e-05 - mae: 0.0079  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.8945e-05 - mae: 0.0080  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.0879e-05 - mae: 0.0081  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.2404e-05 - mae: 0.0082  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.3101e-05 - mae: 0.0082  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.0170e-04 - mae: 0.0087 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0175e-04 - mae: 0.0087 - val_loss: 3.5872e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 132/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 19ms/step - loss: 1.0633e-04 - mae: 0.0079  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1621e-04 - mae: 0.0087   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0753e-04 - mae: 0.0086  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0414e-04 - mae: 0.0087  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0506e-04 - mae: 0.0088  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0537e-04 - mae: 0.0088  55/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0507e-04 - mae: 0.0089  64/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0505e-04 - mae: 0.0089  74/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0562e-04 - mae: 0.0089  83/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0601e-04 - mae: 0.0090  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0618e-04 - mae: 0.0090 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0615e-04 - mae: 0.0090 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0614e-04 - mae: 0.0090 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0621e-04 - mae: 0.0090 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0622e-04 - mae: 0.0090 140/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0611e-04 - mae: 0.0090 150/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0593e-04 - mae: 0.0090 159/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0577e-04 - mae: 0.0090 168/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0561e-04 - mae: 0.0090 177/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0545e-04 - mae: 0.0090 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0528e-04 - mae: 0.0090 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0517e-04 - mae: 0.0090 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0507e-04 - mae: 0.0090 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0495e-04 - mae: 0.0090 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0483e-04 - mae: 0.0090 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0469e-04 - mae: 0.0090 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0451e-04 - mae: 0.0090 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0434e-04 - mae: 0.0090 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0420e-04 - mae: 0.0090 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0405e-04 - mae: 0.0090 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0387e-04 - mae: 0.0090 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0371e-04 - mae: 0.0090 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0356e-04 - mae: 0.0090 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0344e-04 - mae: 0.0090 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0332e-04 - mae: 0.0090 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0321e-04 - mae: 0.0090 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0312e-04 - mae: 0.0090 347/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0302e-04 - mae: 0.0090 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0294e-04 - mae: 0.0090 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0286e-04 - mae: 0.0090 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0278e-04 - mae: 0.0089 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0272e-04 - mae: 0.0089 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0268e-04 - mae: 0.0089 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0263e-04 - mae: 0.0089 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0260e-04 - mae: 0.0089 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0259e-04 - mae: 0.0089 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0258e-04 - mae: 0.0089 442/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0256e-04 - mae: 0.0089 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0255e-04 - mae: 0.0089 462/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0257e-04 - mae: 0.0089 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0260e-04 - mae: 0.0089 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0264e-04 - mae: 0.0089 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0268e-04 - mae: 0.0089 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0272e-04 - mae: 0.0089 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0275e-04 - mae: 0.0089 519/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0278e-04 - mae: 0.0089 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0281e-04 - mae: 0.0089 539/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0283e-04 - mae: 0.0089 549/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0285e-04 - mae: 0.0089 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0286e-04 - mae: 0.0089 568/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0288e-04 - mae: 0.0089 576/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0290e-04 - mae: 0.0089 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0295e-04 - mae: 0.0089 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0302e-04 - mae: 0.0089 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0308e-04 - mae: 0.0089 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0315e-04 - mae: 0.0089 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0320e-04 - mae: 0.0089 632/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0325e-04 - mae: 0.0089 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0328e-04 - mae: 0.0089 649/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0332e-04 - mae: 0.0089 660/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0337e-04 - mae: 0.0089 669/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0340e-04 - mae: 0.0089 678/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0343e-04 - mae: 0.0089 688/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0346e-04 - mae: 0.0089 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0349e-04 - mae: 0.0089 707/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0352e-04 - mae: 0.0089 716/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0354e-04 - mae: 0.0089 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0356e-04 - mae: 0.0089 736/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0359e-04 - mae: 0.0089 746/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0363e-04 - mae: 0.0089 755/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0368e-04 - mae: 0.0089 765/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0374e-04 - mae: 0.0089 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0382e-04 - mae: 0.0090 785/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0390e-04 - mae: 0.0090 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0396e-04 - mae: 0.0090 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0403e-04 - mae: 0.0090 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0408e-04 - mae: 0.0090 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0415e-04 - mae: 0.0090 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0421e-04 - mae: 0.0090 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0427e-04 - mae: 0.0090 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0433e-04 - mae: 0.0090 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0438e-04 - mae: 0.0090 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0443e-04 - mae: 0.0090 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0449e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0451e-04 - mae: 0.0090 - val_loss: 3.5804e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 133/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 9.0750e-05 - mae: 0.0100  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.5912e-05 - mae: 0.0083   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.3104e-05 - mae: 0.0080  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.3045e-05 - mae: 0.0079  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.4704e-05 - mae: 0.0080  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.6023e-05 - mae: 0.0080  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.7397e-05 - mae: 0.0081  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 7.8619e-05 - mae: 0.0081  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.0269e-05 - mae: 0.0082  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.1761e-05 - mae: 0.0082  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.3057e-05 - mae: 0.0083 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.4338e-05 - mae: 0.0083 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.5366e-05 - mae: 0.0083 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.6296e-05 - mae: 0.0084 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7099e-05 - mae: 0.0084 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7769e-05 - mae: 0.0084 155/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8292e-05 - mae: 0.0084 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 8.8725e-05 - mae: 0.0085 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 8.9077e-05 - mae: 0.0085 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 8.9390e-05 - mae: 0.0085 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.9689e-05 - mae: 0.0085 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 8.9968e-05 - mae: 0.0085 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.0211e-05 - mae: 0.0085 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.0417e-05 - mae: 0.0085 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.0654e-05 - mae: 0.0085 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.0906e-05 - mae: 0.0085 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1118e-05 - mae: 0.0085 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1309e-05 - mae: 0.0085 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1546e-05 - mae: 0.0085 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1805e-05 - mae: 0.0085 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2039e-05 - mae: 0.0086 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2291e-05 - mae: 0.0086 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2564e-05 - mae: 0.0086 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2834e-05 - mae: 0.0086 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3123e-05 - mae: 0.0086 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3454e-05 - mae: 0.0086 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.3806e-05 - mae: 0.0086 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.4164e-05 - mae: 0.0086 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.4466e-05 - mae: 0.0086 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.4797e-05 - mae: 0.0086 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.5068e-05 - mae: 0.0086 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.5357e-05 - mae: 0.0086 404/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.5630e-05 - mae: 0.0087 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.5896e-05 - mae: 0.0087 424/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.6092e-05 - mae: 0.0087 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.6252e-05 - mae: 0.0087 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.6427e-05 - mae: 0.0087 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.6614e-05 - mae: 0.0087 460/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.6774e-05 - mae: 0.0087 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.6920e-05 - mae: 0.0087 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.7084e-05 - mae: 0.0087 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.7246e-05 - mae: 0.0087 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.7423e-05 - mae: 0.0087 508/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.7595e-05 - mae: 0.0087 518/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.7773e-05 - mae: 0.0087 528/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.7940e-05 - mae: 0.0087 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8049e-05 - mae: 0.0087 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8168e-05 - mae: 0.0087 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8268e-05 - mae: 0.0087 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8390e-05 - mae: 0.0087 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8521e-05 - mae: 0.0087 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8637e-05 - mae: 0.0087 586/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8733e-05 - mae: 0.0087 596/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8844e-05 - mae: 0.0087 604/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8928e-05 - mae: 0.0087 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.9022e-05 - mae: 0.0087 622/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.9112e-05 - mae: 0.0087 631/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.9201e-05 - mae: 0.0087 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.9291e-05 - mae: 0.0087 650/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.9397e-05 - mae: 0.0087 659/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.9508e-05 - mae: 0.0087 669/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.9626e-05 - mae: 0.0087 679/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.9742e-05 - mae: 0.0088 689/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.9851e-05 - mae: 0.0088 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.9956e-05 - mae: 0.0088 708/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0005e-04 - mae: 0.0088 718/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0018e-04 - mae: 0.0088 727/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0030e-04 - mae: 0.0088 737/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0043e-04 - mae: 0.0088 747/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0055e-04 - mae: 0.0088 757/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0068e-04 - mae: 0.0088 767/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0079e-04 - mae: 0.0088 777/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0091e-04 - mae: 0.0088 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0102e-04 - mae: 0.0088 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0112e-04 - mae: 0.0088 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0120e-04 - mae: 0.0088 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0130e-04 - mae: 0.0088 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0139e-04 - mae: 0.0088 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0147e-04 - mae: 0.0088 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0156e-04 - mae: 0.0088 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0164e-04 - mae: 0.0088 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0172e-04 - mae: 0.0088 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0180e-04 - mae: 0.0088 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0189e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0196e-04 - mae: 0.0088 - val_loss: 3.5846e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 134/300 - 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loss: 9.1227e-05 - mae: 0.0085  53/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2119e-05 - mae: 0.0085  62/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3674e-05 - mae: 0.0086  72/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8308e-05 - mae: 0.0087  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0135e-04 - mae: 0.0087  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0365e-04 - mae: 0.0088 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0494e-04 - mae: 0.0088 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0592e-04 - mae: 0.0088 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0652e-04 - mae: 0.0088 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0690e-04 - mae: 0.0088 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0714e-04 - mae: 0.0088 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0725e-04 - mae: 0.0088 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0737e-04 - mae: 0.0088 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0745e-04 - mae: 0.0088 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0743e-04 - mae: 0.0088 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0736e-04 - mae: 0.0089 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0727e-04 - mae: 0.0089 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0729e-04 - mae: 0.0089 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0743e-04 - mae: 0.0089 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0751e-04 - mae: 0.0089 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0755e-04 - mae: 0.0089 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0755e-04 - mae: 0.0089 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0755e-04 - mae: 0.0089 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0758e-04 - mae: 0.0089 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0761e-04 - mae: 0.0089 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0764e-04 - mae: 0.0089 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0766e-04 - mae: 0.0089 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0769e-04 - mae: 0.0089 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0877e-04 - mae: 0.0089 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0877e-04 - mae: 0.0089 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0877e-04 - mae: 0.0089 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0877e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0878e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0878e-04 - mae: 0.0089 - val_loss: 3.5835e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 137/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 4.9065e-05 - mae: 0.0070  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 7.7837e-05 - mae: 0.0079   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.5324e-05 - mae: 0.0082  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1700e-05 - mae: 0.0084  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7016e-05 - mae: 0.0085  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0022e-04 - mae: 0.0086  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0244e-04 - mae: 0.0087  64/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0503e-04 - mae: 0.0088  74/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0706e-04 - mae: 0.0089  83/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0808e-04 - mae: 0.0089  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0851e-04 - mae: 0.0089 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0859e-04 - mae: 0.0089 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0853e-04 - mae: 0.0090 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0829e-04 - mae: 0.0090 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0812e-04 - mae: 0.0090 140/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0797e-04 - mae: 0.0090 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0768e-04 - mae: 0.0090 160/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0753e-04 - mae: 0.0090 169/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0743e-04 - mae: 0.0090 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0732e-04 - mae: 0.0090 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0723e-04 - mae: 0.0090 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0852e-04 - mae: 0.0089 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0851e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0851e-04 - mae: 0.0089 - val_loss: 3.5780e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 138/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 7.9922e-05 - mae: 0.0082  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.8106e-05 - mae: 0.0081   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0644e-05 - mae: 0.0086  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6861e-05 - mae: 0.0088  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0319e-04 - mae: 0.0089  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0527e-04 - mae: 0.0090  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0657e-04 - mae: 0.0090  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0791e-04 - mae: 0.0090  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0878e-04 - mae: 0.0091  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0905e-04 - mae: 0.0091 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.0259e-04 - mae: 0.0091 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0286e-04 - mae: 0.0091 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0305e-04 - mae: 0.0091 150/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0312e-04 - mae: 0.0091 160/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0310e-04 - mae: 0.0091 170/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0308e-04 - mae: 0.0091 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0314e-04 - mae: 0.0091 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0314e-04 - mae: 0.0091 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0318e-04 - mae: 0.0091 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0320e-04 - mae: 0.0091 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0321e-04 - mae: 0.0091 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0317e-04 - mae: 0.0091 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0317e-04 - mae: 0.0091 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0319e-04 - mae: 0.0091 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0320e-04 - mae: 0.0091 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0318e-04 - mae: 0.0091 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0315e-04 - mae: 0.0090 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0311e-04 - mae: 0.0090 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0307e-04 - mae: 0.0090 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0308e-04 - mae: 0.0090 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0309e-04 - mae: 0.0090 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0311e-04 - mae: 0.0090 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0313e-04 - mae: 0.0090 344/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0315e-04 - mae: 0.0090 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0317e-04 - mae: 0.0090 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0317e-04 - mae: 0.0090 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0320e-04 - mae: 0.0090 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0322e-04 - mae: 0.0090 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0325e-04 - mae: 0.0090 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0331e-04 - mae: 0.0090 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0348e-04 - mae: 0.0090 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0363e-04 - mae: 0.0090 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0381e-04 - mae: 0.0090 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0395e-04 - mae: 0.0090 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0409e-04 - mae: 0.0090 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0425e-04 - mae: 0.0090 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0439e-04 - mae: 0.0090 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0452e-04 - mae: 0.0090 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0463e-04 - mae: 0.0090 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0472e-04 - mae: 0.0090 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0480e-04 - mae: 0.0090 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0488e-04 - mae: 0.0090 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0496e-04 - mae: 0.0090 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0502e-04 - mae: 0.0090 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0508e-04 - mae: 0.0090 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0513e-04 - mae: 0.0090 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0518e-04 - mae: 0.0090 576/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0523e-04 - mae: 0.0090 585/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0527e-04 - mae: 0.0090 595/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0531e-04 - mae: 0.0090 605/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0535e-04 - mae: 0.0090 615/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0541e-04 - mae: 0.0090 625/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0547e-04 - mae: 0.0090 635/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0553e-04 - mae: 0.0090 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0559e-04 - mae: 0.0090 654/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0564e-04 - mae: 0.0090 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0569e-04 - mae: 0.0090 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0573e-04 - mae: 0.0090 684/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0579e-04 - mae: 0.0090 694/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0584e-04 - mae: 0.0090 704/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0589e-04 - mae: 0.0090 714/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0594e-04 - mae: 0.0090 724/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0598e-04 - mae: 0.0090 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0601e-04 - mae: 0.0090 743/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0604e-04 - mae: 0.0090 754/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0608e-04 - mae: 0.0090 764/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0617e-04 - mae: 0.0090 772/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0624e-04 - mae: 0.0090 781/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0631e-04 - mae: 0.0090 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0637e-04 - mae: 0.0090 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0643e-04 - mae: 0.0090 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0650e-04 - mae: 0.0090 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0657e-04 - mae: 0.0090 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0663e-04 - mae: 0.0090 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0669e-04 - mae: 0.0090 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0675e-04 - mae: 0.0090 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0682e-04 - mae: 0.0090 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0688e-04 - mae: 0.0090 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0694e-04 - mae: 0.0090 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0700e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0703e-04 - mae: 0.0090 - val_loss: 3.5926e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 140/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 23s 27ms/step - loss: 6.9566e-05 - mae: 0.0073  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9605e-05 - mae: 0.0080   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2154e-05 - mae: 0.0082  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3719e-05 - mae: 0.0083  43/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5827e-05 - mae: 0.0084  53/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6913e-05 - mae: 0.0084  62/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8727e-05 - mae: 0.0085  72/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9786e-05 - mae: 0.0085  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0036e-04 - mae: 0.0085  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0068e-04 - mae: 0.0085 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0092e-04 - mae: 0.0086 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0263e-04 - mae: 0.0086 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0408e-04 - mae: 0.0086 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0533e-04 - mae: 0.0086 141/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0625e-04 - mae: 0.0086 151/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0694e-04 - mae: 0.0086 161/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0746e-04 - mae: 0.0087 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0780e-04 - mae: 0.0087 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0806e-04 - mae: 0.0087 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0823e-04 - mae: 0.0087 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0832e-04 - mae: 0.0087 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0837e-04 - mae: 0.0087 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0844e-04 - mae: 0.0087 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0848e-04 - mae: 0.0087 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0849e-04 - mae: 0.0087 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0851e-04 - mae: 0.0087 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0853e-04 - mae: 0.0087 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0861e-04 - mae: 0.0087 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0869e-04 - mae: 0.0087 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0878e-04 - mae: 0.0087 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0887e-04 - mae: 0.0087 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0894e-04 - mae: 0.0087 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0898e-04 - mae: 0.0087 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0901e-04 - mae: 0.0087 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0902e-04 - mae: 0.0087 337/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0900e-04 - mae: 0.0087 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0899e-04 - mae: 0.0088 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0898e-04 - mae: 0.0088 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0897e-04 - mae: 0.0088 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0895e-04 - mae: 0.0088 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0892e-04 - mae: 0.0088 395/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0889e-04 - mae: 0.0088 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0885e-04 - mae: 0.0088 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0881e-04 - mae: 0.0088 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0876e-04 - mae: 0.0088 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0872e-04 - mae: 0.0088 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0868e-04 - mae: 0.0088 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0865e-04 - mae: 0.0088 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0861e-04 - mae: 0.0088 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0857e-04 - mae: 0.0088 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0852e-04 - mae: 0.0088 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0846e-04 - mae: 0.0088 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0841e-04 - mae: 0.0088 514/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0833e-04 - mae: 0.0088 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0826e-04 - mae: 0.0088 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0819e-04 - mae: 0.0088 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0812e-04 - mae: 0.0088 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0806e-04 - mae: 0.0088 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0802e-04 - mae: 0.0088 573/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0797e-04 - mae: 0.0088 582/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0792e-04 - mae: 0.0088 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0787e-04 - mae: 0.0088 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0782e-04 - mae: 0.0088 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0777e-04 - mae: 0.0088 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0773e-04 - mae: 0.0088 628/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0767e-04 - mae: 0.0088 638/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0762e-04 - mae: 0.0088 648/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0756e-04 - mae: 0.0088 658/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0752e-04 - mae: 0.0088 668/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0748e-04 - mae: 0.0088 678/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0745e-04 - mae: 0.0088 688/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0742e-04 - mae: 0.0088 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0739e-04 - mae: 0.0088 710/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0740e-04 - mae: 0.0088 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0741e-04 - mae: 0.0088 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0743e-04 - mae: 0.0088 738/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0745e-04 - mae: 0.0088 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0748e-04 - mae: 0.0088 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0751e-04 - mae: 0.0088 768/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0753e-04 - mae: 0.0088 778/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0755e-04 - mae: 0.0088 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0756e-04 - mae: 0.0088 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0757e-04 - mae: 0.0088 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0758e-04 - mae: 0.0088 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0759e-04 - mae: 0.0088 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0760e-04 - mae: 0.0088 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0760e-04 - mae: 0.0088 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0760e-04 - mae: 0.0088 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0760e-04 - mae: 0.0088 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0760e-04 - mae: 0.0088 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0761e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0760e-04 - mae: 0.0088 - val_loss: 3.5787e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 141/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.6988e-04 - mae: 0.0117  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4968e-05 - mae: 0.0086   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1731e-05 - mae: 0.0085  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9417e-05 - mae: 0.0085  37/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0592e-05 - mae: 0.0085  46/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3257e-05 - mae: 0.0086  55/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5441e-05 - mae: 0.0086  64/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6693e-05 - mae: 0.0087  73/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7389e-05 - mae: 0.0087  83/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7650e-05 - mae: 0.0087  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7946e-05 - mae: 0.0087 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8679e-05 - mae: 0.0087 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9203e-05 - mae: 0.0087 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9528e-05 - mae: 0.0087 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9687e-05 - mae: 0.0087 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9734e-05 - mae: 0.0087 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9751e-05 - mae: 0.0087 162/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9715e-05 - mae: 0.0087 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9623e-05 - mae: 0.0087 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9593e-05 - mae: 0.0087 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9572e-05 - mae: 0.0087 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9570e-05 - mae: 0.0087 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9537e-05 - mae: 0.0087 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9501e-05 - mae: 0.0087 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9445e-05 - mae: 0.0087 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9410e-05 - mae: 0.0087 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9396e-05 - mae: 0.0087 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9353e-05 - mae: 0.0087 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9287e-05 - mae: 0.0087 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9196e-05 - mae: 0.0087 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9123e-05 - mae: 0.0087 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9073e-05 - mae: 0.0087 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9022e-05 - mae: 0.0087 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8971e-05 - mae: 0.0087 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8938e-05 - mae: 0.0087 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0602e-04 - mae: 0.0089 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0605e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0605e-04 - mae: 0.0089 - val_loss: 3.5914e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 142/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.6262e-04 - mae: 0.0131  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2151e-04 - mae: 0.0100   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1234e-04 - mae: 0.0094  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1012e-04 - mae: 0.0093  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0871e-04 - mae: 0.0092  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0711e-04 - mae: 0.0092  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0573e-04 - mae: 0.0091  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0444e-04 - mae: 0.0091  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0316e-04 - mae: 0.0090  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0297e-04 - mae: 0.0090  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0376e-04 - mae: 0.0089 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0430e-04 - mae: 0.0089 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0463e-04 - mae: 0.0089 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0487e-04 - mae: 0.0089 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0504e-04 - mae: 0.0089 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0517e-04 - mae: 0.0089 155/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0522e-04 - mae: 0.0089 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0525e-04 - mae: 0.0089 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0528e-04 - mae: 0.0089 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0525e-04 - mae: 0.0089 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0530e-04 - mae: 0.0089 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0536e-04 - mae: 0.0089 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0534e-04 - mae: 0.0089 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0530e-04 - mae: 0.0089 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0525e-04 - mae: 0.0089 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0517e-04 - mae: 0.0089 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0510e-04 - mae: 0.0089 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0501e-04 - mae: 0.0089 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0494e-04 - mae: 0.0088 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0490e-04 - mae: 0.0088 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0485e-04 - mae: 0.0088 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0480e-04 - mae: 0.0088 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0477e-04 - mae: 0.0089 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0477e-04 - mae: 0.0089 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0475e-04 - mae: 0.0089 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0471e-04 - mae: 0.0089 339/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0466e-04 - mae: 0.0089 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0466e-04 - mae: 0.0089 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0464e-04 - mae: 0.0089 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0463e-04 - mae: 0.0089 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0462e-04 - mae: 0.0089 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0461e-04 - mae: 0.0089 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0460e-04 - mae: 0.0089 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0460e-04 - mae: 0.0089 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0460e-04 - mae: 0.0089 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0459e-04 - mae: 0.0089 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0459e-04 - mae: 0.0089 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0458e-04 - mae: 0.0089 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0457e-04 - mae: 0.0089 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0456e-04 - mae: 0.0089 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0457e-04 - mae: 0.0089 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0457e-04 - mae: 0.0089 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0457e-04 - mae: 0.0089 509/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0457e-04 - mae: 0.0089 520/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0456e-04 - mae: 0.0089 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0455e-04 - mae: 0.0089 539/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0455e-04 - mae: 0.0089 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0454e-04 - mae: 0.0089 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0454e-04 - mae: 0.0089 566/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0460e-04 - mae: 0.0089 575/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0468e-04 - mae: 0.0089 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0475e-04 - mae: 0.0089 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0483e-04 - mae: 0.0089 605/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0492e-04 - mae: 0.0089 616/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0501e-04 - mae: 0.0089 626/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0508e-04 - mae: 0.0089 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.1256e-04 - mae: 0.0095 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1252e-04 - mae: 0.0095 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1237e-04 - mae: 0.0094 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1225e-04 - mae: 0.0094 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1259e-04 - mae: 0.0094 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1291e-04 - mae: 0.0094 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1311e-04 - mae: 0.0094 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1327e-04 - mae: 0.0094 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1336e-04 - mae: 0.0094 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1342e-04 - mae: 0.0094 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1352e-04 - mae: 0.0094 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1356e-04 - mae: 0.0093 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1362e-04 - mae: 0.0093 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1363e-04 - mae: 0.0093 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 9.3258e-05 - mae: 0.0085  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4687e-05 - mae: 0.0085  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4963e-05 - mae: 0.0086  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5279e-05 - mae: 0.0086  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5518e-05 - mae: 0.0086  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5983e-05 - mae: 0.0087  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6641e-05 - mae: 0.0087 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7153e-05 - mae: 0.0087 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7575e-05 - mae: 0.0087 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8205e-05 - mae: 0.0088 130/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8658e-05 - mae: 0.0088 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9046e-05 - mae: 0.0088 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9305e-05 - mae: 0.0088 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9472e-05 - mae: 0.0088 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9603e-05 - mae: 0.0088 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9722e-05 - mae: 0.0088 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9831e-05 - mae: 0.0088 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9917e-05 - mae: 0.0088 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0002e-04 - mae: 0.0088 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0007e-04 - mae: 0.0088 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0013e-04 - mae: 0.0088 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0018e-04 - mae: 0.0088 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0025e-04 - mae: 0.0088 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0071e-04 - mae: 0.0088 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0109e-04 - mae: 0.0088 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0142e-04 - mae: 0.0088 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0170e-04 - mae: 0.0088 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0198e-04 - mae: 0.0088 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0543e-04 - mae: 0.0089 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0547e-04 - mae: 0.0089 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0550e-04 - mae: 0.0089 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0553e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0556e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0556e-04 - mae: 0.0089 - val_loss: 3.5861e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 145/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 22s 26ms/step - loss: 1.3544e-04 - mae: 0.0107  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1564e-04 - mae: 0.0096   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1006e-04 - mae: 0.0094  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0634e-04 - mae: 0.0092  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0485e-04 - mae: 0.0091  53/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0481e-04 - mae: 0.0091  62/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0407e-04 - mae: 0.0091  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0343e-04 - mae: 0.0090  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0318e-04 - mae: 0.0090  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0299e-04 - mae: 0.0090 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0269e-04 - mae: 0.0090 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0237e-04 - mae: 0.0090 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0197e-04 - mae: 0.0089 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0157e-04 - mae: 0.0089 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0114e-04 - mae: 0.0089 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0085e-04 - mae: 0.0089 160/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0068e-04 - mae: 0.0089 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0057e-04 - mae: 0.0088 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0056e-04 - mae: 0.0088 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0059e-04 - mae: 0.0088 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0062e-04 - mae: 0.0088 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0940e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0941e-04 - mae: 0.0090 - val_loss: 3.5856e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 146/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 9.9836e-05 - mae: 0.0077  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2791e-05 - mae: 0.0083   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6976e-05 - mae: 0.0086  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8662e-05 - mae: 0.0088  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8760e-05 - mae: 0.0088  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8601e-05 - mae: 0.0088  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8250e-05 - mae: 0.0088  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8484e-05 - mae: 0.0088  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8671e-05 - mae: 0.0088  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8723e-05 - mae: 0.0088  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8900e-05 - mae: 0.0089 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.1313e-04 - mae: 0.0088 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1303e-04 - mae: 0.0088 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1296e-04 - mae: 0.0088 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1289e-04 - mae: 0.0088 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1284e-04 - mae: 0.0088 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1278e-04 - mae: 0.0088 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1273e-04 - mae: 0.0089 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1269e-04 - mae: 0.0089 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1264e-04 - mae: 0.0089 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1259e-04 - mae: 0.0089 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1254e-04 - mae: 0.0089 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1249e-04 - mae: 0.0089 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1243e-04 - mae: 0.0089 523/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1236e-04 - mae: 0.0089 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.1060e-04 - mae: 0.0089 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1054e-04 - mae: 0.0089 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1048e-04 - mae: 0.0089 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1043e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1038e-04 - mae: 0.0089 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1033e-04 - mae: 0.0089 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1030e-04 - mae: 0.0089 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1026e-04 - mae: 0.0089 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1022e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1021e-04 - mae: 0.0089 - val_loss: 3.5806e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 148/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.2810e-04 - mae: 0.0107  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0475e-04 - mae: 0.0092   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0222e-04 - mae: 0.0091  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0048e-04 - mae: 0.0091  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9892e-05 - mae: 0.0090  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9536e-05 - mae: 0.0090  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8861e-05 - mae: 0.0090  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8825e-05 - mae: 0.0090  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8733e-05 - mae: 0.0090  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8544e-05 - mae: 0.0089  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8577e-05 - mae: 0.0089 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8711e-05 - mae: 0.0089 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8792e-05 - mae: 0.0089 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8764e-05 - mae: 0.0089 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8724e-05 - mae: 0.0089 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8665e-05 - mae: 0.0089 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8586e-05 - mae: 0.0089 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8497e-05 - mae: 0.0089 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8403e-05 - mae: 0.0089 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8280e-05 - mae: 0.0089 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8139e-05 - mae: 0.0089 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7995e-05 - mae: 0.0088 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7835e-05 - mae: 0.0088 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7704e-05 - mae: 0.0088 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7591e-05 - mae: 0.0088 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7510e-05 - mae: 0.0088 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7464e-05 - mae: 0.0088 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7416e-05 - mae: 0.0088 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7385e-05 - mae: 0.0088 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7363e-05 - mae: 0.0088 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7370e-05 - mae: 0.0088 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7384e-05 - mae: 0.0088 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7409e-05 - mae: 0.0088 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7453e-05 - mae: 0.0088 333/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7480e-05 - mae: 0.0088 343/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7507e-05 - mae: 0.0088 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7541e-05 - mae: 0.0088 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7575e-05 - mae: 0.0088 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7614e-05 - mae: 0.0088 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7642e-05 - mae: 0.0088 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7664e-05 - mae: 0.0088 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7685e-05 - mae: 0.0088 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7730e-05 - mae: 0.0088 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7796e-05 - mae: 0.0088 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7870e-05 - mae: 0.0088 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7927e-05 - mae: 0.0088 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7974e-05 - mae: 0.0088 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8019e-05 - mae: 0.0088 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8060e-05 - mae: 0.0088 475/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8092e-05 - mae: 0.0088 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8124e-05 - mae: 0.0088 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.8163e-05 - mae: 0.0088 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.8201e-05 - mae: 0.0088 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.8236e-05 - mae: 0.0088 520/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8270e-05 - mae: 0.0088 530/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8306e-05 - mae: 0.0088 540/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8341e-05 - mae: 0.0088 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8371e-05 - mae: 0.0088 560/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8395e-05 - mae: 0.0088 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8415e-05 - mae: 0.0088 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8440e-05 - mae: 0.0088 590/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8463e-05 - mae: 0.0088 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8486e-05 - mae: 0.0088 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8512e-05 - mae: 0.0088 619/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8533e-05 - mae: 0.0088 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8554e-05 - mae: 0.0088 639/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8575e-05 - mae: 0.0088 649/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8595e-05 - mae: 0.0088 658/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8613e-05 - mae: 0.0088 667/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8631e-05 - mae: 0.0088 677/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8652e-05 - mae: 0.0088 687/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8670e-05 - mae: 0.0088 697/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8686e-05 - mae: 0.0088 707/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8700e-05 - mae: 0.0088 717/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8713e-05 - mae: 0.0088 726/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8725e-05 - mae: 0.0088 736/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8742e-05 - mae: 0.0088 745/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8757e-05 - mae: 0.0088 754/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8774e-05 - mae: 0.0088 764/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8790e-05 - mae: 0.0088 773/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8801e-05 - mae: 0.0088 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8814e-05 - mae: 0.0088 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8851e-05 - mae: 0.0088 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8877e-05 - mae: 0.0088 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8903e-05 - mae: 0.0088 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.8956e-05 - mae: 0.0088 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.9002e-05 - mae: 0.0088 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.9050e-05 - mae: 0.0088 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.9100e-05 - mae: 0.0088 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.9146e-05 - mae: 0.0088 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 9.9203e-05 - mae: 0.0088 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 9.9271e-05 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 9.9346e-05 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.9354e-05 - mae: 0.0088 - val_loss: 3.5758e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 149/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 19ms/step - loss: 9.8848e-05 - mae: 0.0100  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.0317e-05 - mae: 0.0082   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7621e-05 - mae: 0.0085  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8115e-05 - mae: 0.0089  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0963e-04 - mae: 0.0091  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1379e-04 - mae: 0.0092  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.1069e-04 - mae: 0.0090 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1058e-04 - mae: 0.0090 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1055e-04 - mae: 0.0090 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1048e-04 - mae: 0.0090 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1037e-04 - mae: 0.0090 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1028e-04 - mae: 0.0090 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1018e-04 - mae: 0.0090 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1007e-04 - mae: 0.0090 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0998e-04 - mae: 0.0090 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0987e-04 - mae: 0.0090 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0969e-04 - mae: 0.0090 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0953e-04 - mae: 0.0090 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0940e-04 - mae: 0.0090 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0924e-04 - mae: 0.0090 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.1342e-04 - mae: 0.0087 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1376e-04 - mae: 0.0087 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1403e-04 - mae: 0.0087 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1422e-04 - mae: 0.0087 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1415e-04 - mae: 0.0087 140/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1403e-04 - mae: 0.0088 150/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1384e-04 - mae: 0.0088 160/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1365e-04 - mae: 0.0088 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1335e-04 - mae: 0.0088 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1301e-04 - mae: 0.0088 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1268e-04 - mae: 0.0088 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1237e-04 - mae: 0.0088 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1213e-04 - mae: 0.0088 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1190e-04 - mae: 0.0088 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1170e-04 - mae: 0.0088 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1154e-04 - mae: 0.0088 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1133e-04 - mae: 0.0088 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1115e-04 - mae: 0.0088 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1098e-04 - mae: 0.0088 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1081e-04 - mae: 0.0088 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1067e-04 - mae: 0.0088 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1056e-04 - mae: 0.0088 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1047e-04 - mae: 0.0088 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1036e-04 - mae: 0.0088 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1025e-04 - mae: 0.0088 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1014e-04 - mae: 0.0088 341/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1002e-04 - mae: 0.0088 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0990e-04 - mae: 0.0088 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0981e-04 - mae: 0.0088 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0971e-04 - mae: 0.0088 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0963e-04 - mae: 0.0088 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0953e-04 - mae: 0.0088 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0944e-04 - mae: 0.0088 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0934e-04 - mae: 0.0088 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0926e-04 - mae: 0.0088 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0927e-04 - mae: 0.0088 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0931e-04 - mae: 0.0088 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0936e-04 - mae: 0.0088 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0944e-04 - mae: 0.0088 466/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0951e-04 - mae: 0.0088 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0958e-04 - mae: 0.0089 483/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0965e-04 - mae: 0.0089 493/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0972e-04 - mae: 0.0089 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0978e-04 - mae: 0.0089 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0983e-04 - mae: 0.0089 523/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0988e-04 - mae: 0.0089 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0991e-04 - mae: 0.0089 542/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0996e-04 - mae: 0.0089 551/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1002e-04 - mae: 0.0089 560/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1007e-04 - mae: 0.0089 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1013e-04 - mae: 0.0089 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1017e-04 - mae: 0.0089 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1021e-04 - mae: 0.0089 599/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1024e-04 - mae: 0.0089 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1028e-04 - mae: 0.0089 619/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1031e-04 - mae: 0.0089 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.1062e-04 - mae: 0.0089 773/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1062e-04 - mae: 0.0089 783/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1062e-04 - mae: 0.0089 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1062e-04 - mae: 0.0089 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1061e-04 - mae: 0.0089 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1061e-04 - mae: 0.0089 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1061e-04 - mae: 0.0089 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1060e-04 - mae: 0.0089 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1059e-04 - mae: 0.0089 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1058e-04 - mae: 0.0089 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1057e-04 - mae: 0.0089 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1056e-04 - mae: 0.0089 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1054e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1053e-04 - mae: 0.0089 - val_loss: 3.5821e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 151/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 24ms/step - loss: 6.2486e-05 - mae: 0.0078  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1629e-04 - mae: 0.0083   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1628e-04 - mae: 0.0085  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1287e-04 - mae: 0.0085  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1116e-04 - mae: 0.0086  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1003e-04 - mae: 0.0087  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0893e-04 - mae: 0.0087  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0805e-04 - mae: 0.0087  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0745e-04 - mae: 0.0087  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0698e-04 - mae: 0.0087  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0695e-04 - mae: 0.0087 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0690e-04 - mae: 0.0088 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0688e-04 - mae: 0.0088 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0687e-04 - mae: 0.0088 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0685e-04 - mae: 0.0088 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0690e-04 - mae: 0.0088 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0705e-04 - mae: 0.0089 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0714e-04 - mae: 0.0089 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0720e-04 - mae: 0.0089 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0726e-04 - mae: 0.0089 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0726e-04 - mae: 0.0090 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0723e-04 - mae: 0.0090 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0718e-04 - mae: 0.0090 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0745e-04 - mae: 0.0090 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0764e-04 - mae: 0.0090 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0780e-04 - mae: 0.0090 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0794e-04 - mae: 0.0090 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0806e-04 - mae: 0.0090 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0817e-04 - mae: 0.0090 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0830e-04 - mae: 0.0090 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0866e-04 - mae: 0.0090 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0897e-04 - mae: 0.0090 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0924e-04 - mae: 0.0090 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0947e-04 - mae: 0.0090 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0966e-04 - mae: 0.0090 340/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0983e-04 - mae: 0.0090 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0995e-04 - mae: 0.0090 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1007e-04 - mae: 0.0090 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1017e-04 - mae: 0.0090 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1027e-04 - mae: 0.0090 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.1342e-04 - mae: 0.0091 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1304e-04 - mae: 0.0091 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1264e-04 - mae: 0.0091 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1224e-04 - mae: 0.0091 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1190e-04 - mae: 0.0091 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1162e-04 - mae: 0.0091 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1137e-04 - mae: 0.0091 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1110e-04 - mae: 0.0091 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1089e-04 - mae: 0.0091 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1065e-04 - mae: 0.0091 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1042e-04 - mae: 0.0091 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1028e-04 - mae: 0.0091 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1013e-04 - mae: 0.0091 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0999e-04 - mae: 0.0091 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0844e-04 - mae: 0.0090 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0842e-04 - mae: 0.0090 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0841e-04 - mae: 0.0090 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0841e-04 - mae: 0.0090 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0841e-04 - mae: 0.0090 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0841e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0841e-04 - mae: 0.0090 - val_loss: 3.5867e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 153/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.2997e-04 - mae: 0.0122  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1361e-05 - mae: 0.0090   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9799e-05 - mae: 0.0088  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9719e-05 - mae: 0.0087  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9359e-05 - mae: 0.0087  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0556e-05 - mae: 0.0087  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2015e-05 - mae: 0.0087  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3643e-05 - mae: 0.0087  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4601e-05 - mae: 0.0087  85/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5123e-05 - mae: 0.0087  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5355e-05 - mae: 0.0087 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5444e-05 - mae: 0.0086 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5515e-05 - mae: 0.0086 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5497e-05 - mae: 0.0086 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5468e-05 - mae: 0.0086 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5547e-05 - mae: 0.0086 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5756e-05 - mae: 0.0086 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5968e-05 - mae: 0.0087 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6093e-05 - mae: 0.0087 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6204e-05 - mae: 0.0087 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0761e-04 - mae: 0.0090 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0765e-04 - mae: 0.0090 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0769e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0770e-04 - mae: 0.0090 - val_loss: 3.5897e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 154/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 5.3209e-05 - mae: 0.0068  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 8.5110e-05 - mae: 0.0087   18/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 8.9183e-05 - mae: 0.0088  27/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 8.9535e-05 - mae: 0.0088  37/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9041e-05 - mae: 0.0088  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9160e-05 - mae: 0.0087  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1394e-05 - mae: 0.0088  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2330e-05 - mae: 0.0088  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3091e-05 - mae: 0.0088  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.0175e-04 - mae: 0.0088 368/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0209e-04 - mae: 0.0088 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0238e-04 - mae: 0.0088 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0266e-04 - mae: 0.0089 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0289e-04 - mae: 0.0089 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0309e-04 - mae: 0.0089 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0334e-04 - mae: 0.0089 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0356e-04 - mae: 0.0089 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0375e-04 - mae: 0.0089 442/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0396e-04 - mae: 0.0089 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0411e-04 - mae: 0.0089 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0429e-04 - mae: 0.0089 471/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0446e-04 - mae: 0.0089 481/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0461e-04 - mae: 0.0089 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0475e-04 - mae: 0.0089 501/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0488e-04 - mae: 0.0089 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0500e-04 - mae: 0.0089 521/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0513e-04 - mae: 0.0089 531/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0524e-04 - mae: 0.0089 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0534e-04 - mae: 0.0089 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0543e-04 - mae: 0.0089 560/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0552e-04 - mae: 0.0089 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0560e-04 - mae: 0.0089 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0566e-04 - mae: 0.0089 586/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0572e-04 - mae: 0.0089 596/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0579e-04 - mae: 0.0089 607/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0588e-04 - mae: 0.0089 617/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0596e-04 - mae: 0.0089 626/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0602e-04 - mae: 0.0089 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0607e-04 - mae: 0.0089 645/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0613e-04 - mae: 0.0089 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0618e-04 - mae: 0.0089 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0623e-04 - mae: 0.0089 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0628e-04 - mae: 0.0089 684/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0632e-04 - mae: 0.0089 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0637e-04 - mae: 0.0089 703/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0641e-04 - mae: 0.0089 713/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0646e-04 - mae: 0.0089 723/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0649e-04 - mae: 0.0089 733/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0652e-04 - mae: 0.0089 743/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0656e-04 - mae: 0.0089 753/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0659e-04 - mae: 0.0089 762/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0661e-04 - mae: 0.0089 772/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0664e-04 - mae: 0.0089 781/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0666e-04 - mae: 0.0089 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0668e-04 - mae: 0.0089 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0669e-04 - mae: 0.0089 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0670e-04 - mae: 0.0089 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0671e-04 - mae: 0.0089 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0673e-04 - mae: 0.0089 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0674e-04 - mae: 0.0089 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0674e-04 - mae: 0.0089 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0675e-04 - mae: 0.0089 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0675e-04 - mae: 0.0089 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0676e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0676e-04 - mae: 0.0089 - val_loss: 3.5735e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 155/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 9.4211e-05 - mae: 0.0095  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7681e-05 - mae: 0.0089   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9676e-05 - mae: 0.0089  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8027e-05 - mae: 0.0088  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6389e-05 - mae: 0.0088  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8322e-05 - mae: 0.0088  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9464e-05 - mae: 0.0088  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0012e-04 - mae: 0.0088  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0057e-04 - mae: 0.0088  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0103e-04 - mae: 0.0088  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0098e-04 - mae: 0.0088 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0142e-04 - mae: 0.0088 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0252e-04 - mae: 0.0088 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0336e-04 - mae: 0.0088 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0409e-04 - mae: 0.0088 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0465e-04 - mae: 0.0088 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0508e-04 - mae: 0.0088 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0543e-04 - mae: 0.0088 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0581e-04 - mae: 0.0088 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0616e-04 - mae: 0.0088 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0651e-04 - mae: 0.0088 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0677e-04 - mae: 0.0089 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0703e-04 - mae: 0.0089 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0727e-04 - mae: 0.0089 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0754e-04 - mae: 0.0089 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0781e-04 - mae: 0.0089 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0802e-04 - mae: 0.0089 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0814e-04 - mae: 0.0089 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0826e-04 - mae: 0.0089 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0837e-04 - mae: 0.0089 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0846e-04 - mae: 0.0089 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0851e-04 - mae: 0.0089 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0861e-04 - mae: 0.0089 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0877e-04 - mae: 0.0089 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0891e-04 - mae: 0.0089 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0904e-04 - mae: 0.0089 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0917e-04 - mae: 0.0089 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0929e-04 - mae: 0.0089 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0937e-04 - mae: 0.0089 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0944e-04 - mae: 0.0089 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0950e-04 - mae: 0.0089 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0955e-04 - mae: 0.0089 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0958e-04 - mae: 0.0089 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0961e-04 - mae: 0.0089 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0964e-04 - mae: 0.0089 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0965e-04 - mae: 0.0089 450/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0966e-04 - mae: 0.0089 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0965e-04 - mae: 0.0089 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0965e-04 - mae: 0.0089 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0963e-04 - mae: 0.0089 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0961e-04 - mae: 0.0089 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0958e-04 - mae: 0.0089 509/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0955e-04 - mae: 0.0089 519/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0951e-04 - mae: 0.0089 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0946e-04 - mae: 0.0089 539/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0942e-04 - mae: 0.0089 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0937e-04 - mae: 0.0089 560/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0932e-04 - mae: 0.0089 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0928e-04 - mae: 0.0089 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0924e-04 - mae: 0.0089 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0920e-04 - mae: 0.0089 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0915e-04 - mae: 0.0089 606/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0911e-04 - mae: 0.0089 616/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0907e-04 - mae: 0.0089 625/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0904e-04 - mae: 0.0089 634/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0900e-04 - mae: 0.0089 645/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0896e-04 - mae: 0.0089 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0892e-04 - mae: 0.0089 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0888e-04 - mae: 0.0089 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0885e-04 - mae: 0.0089 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0881e-04 - mae: 0.0089 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0877e-04 - mae: 0.0089 701/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0874e-04 - mae: 0.0089 710/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0870e-04 - mae: 0.0089 720/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0865e-04 - mae: 0.0089 731/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0861e-04 - mae: 0.0089 740/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0858e-04 - mae: 0.0089 750/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0854e-04 - mae: 0.0089 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0851e-04 - mae: 0.0089 768/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0846e-04 - mae: 0.0089 778/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0842e-04 - mae: 0.0089 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0840e-04 - mae: 0.0089 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0840e-04 - mae: 0.0089 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0839e-04 - mae: 0.0089 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0838e-04 - mae: 0.0089 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0838e-04 - mae: 0.0089 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0837e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0836e-04 - mae: 0.0089 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0835e-04 - mae: 0.0089 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0835e-04 - mae: 0.0089 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0833e-04 - mae: 0.0089 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0832e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0832e-04 - mae: 0.0089 - val_loss: 3.5754e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 156/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 23s 27ms/step - loss: 1.2225e-04 - mae: 0.0108  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7568e-05 - mae: 0.0083   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8470e-05 - mae: 0.0082  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2169e-05 - mae: 0.0083  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4407e-05 - mae: 0.0084  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4973e-05 - mae: 0.0084  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5511e-05 - mae: 0.0084  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5975e-05 - mae: 0.0085  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6175e-05 - mae: 0.0085  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7344e-05 - mae: 0.0085  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8783e-05 - mae: 0.0085 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9825e-05 - mae: 0.0085 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0051e-04 - mae: 0.0086 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0105e-04 - mae: 0.0086 139/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0139e-04 - mae: 0.0086 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0175e-04 - mae: 0.0086 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0219e-04 - mae: 0.0086 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0258e-04 - mae: 0.0086 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0286e-04 - mae: 0.0087 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0307e-04 - mae: 0.0087 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0325e-04 - mae: 0.0087 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0336e-04 - mae: 0.0087 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0345e-04 - mae: 0.0087 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0356e-04 - mae: 0.0087 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0365e-04 - mae: 0.0087 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0373e-04 - mae: 0.0087 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0382e-04 - mae: 0.0087 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0397e-04 - mae: 0.0087 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0414e-04 - mae: 0.0087 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0434e-04 - mae: 0.0088 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0453e-04 - mae: 0.0088 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0485e-04 - mae: 0.0088 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0515e-04 - mae: 0.0088 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0540e-04 - mae: 0.0088 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0560e-04 - mae: 0.0088 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0582e-04 - mae: 0.0088 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0599e-04 - mae: 0.0088 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0613e-04 - mae: 0.0088 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0626e-04 - mae: 0.0088 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0646e-04 - mae: 0.0088 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0664e-04 - mae: 0.0088 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0682e-04 - mae: 0.0088 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0697e-04 - mae: 0.0088 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0712e-04 - mae: 0.0088 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0727e-04 - mae: 0.0089 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0739e-04 - mae: 0.0089 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0751e-04 - mae: 0.0089 457/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0761e-04 - mae: 0.0089 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0769e-04 - mae: 0.0089 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0776e-04 - mae: 0.0089 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0783e-04 - mae: 0.0089 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0790e-04 - mae: 0.0089 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0796e-04 - mae: 0.0089 517/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0802e-04 - mae: 0.0089 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0809e-04 - mae: 0.0089 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0815e-04 - mae: 0.0089 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0821e-04 - mae: 0.0089 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0825e-04 - mae: 0.0089 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0829e-04 - mae: 0.0089 575/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0832e-04 - mae: 0.0089 585/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0835e-04 - mae: 0.0089 595/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0837e-04 - mae: 0.0089 605/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0839e-04 - mae: 0.0089 615/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0840e-04 - mae: 0.0089 625/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0842e-04 - mae: 0.0089 635/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0843e-04 - mae: 0.0089 645/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0843e-04 - mae: 0.0089 654/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0844e-04 - mae: 0.0089 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0844e-04 - mae: 0.0089 675/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0844e-04 - mae: 0.0089 685/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0843e-04 - mae: 0.0089 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0842e-04 - mae: 0.0089 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0840e-04 - mae: 0.0089 714/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0839e-04 - mae: 0.0089 724/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0838e-04 - mae: 0.0089 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0837e-04 - mae: 0.0089 743/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0837e-04 - mae: 0.0089 752/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0836e-04 - mae: 0.0089 762/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0835e-04 - mae: 0.0089 771/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0834e-04 - mae: 0.0089 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0833e-04 - mae: 0.0089 787/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0832e-04 - mae: 0.0089 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0834e-04 - mae: 0.0089 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0837e-04 - mae: 0.0089 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0840e-04 - mae: 0.0089 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0843e-04 - mae: 0.0089 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0846e-04 - mae: 0.0089 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0848e-04 - mae: 0.0089 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0851e-04 - mae: 0.0089 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0853e-04 - mae: 0.0089 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0856e-04 - mae: 0.0089 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0857e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0859e-04 - mae: 0.0089 - val_loss: 3.5771e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 157/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 6.0410e-05 - mae: 0.0074  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0923e-05 - mae: 0.0084   18/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.8585e-05 - mae: 0.0088  26/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.9768e-05 - mae: 0.0088  35/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0185e-04 - mae: 0.0089  44/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0331e-04 - mae: 0.0090  54/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0500e-04 - mae: 0.0090  64/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0711e-04 - mae: 0.0091  72/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0839e-04 - mae: 0.0091  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0942e-04 - mae: 0.0091  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0990e-04 - mae: 0.0091 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0996e-04 - mae: 0.0091 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1029e-04 - mae: 0.0091 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1055e-04 - mae: 0.0091 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1059e-04 - mae: 0.0091 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1050e-04 - mae: 0.0091 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1049e-04 - mae: 0.0091 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1046e-04 - mae: 0.0091 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1046e-04 - mae: 0.0091 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1045e-04 - mae: 0.0091 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1046e-04 - mae: 0.0091 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1050e-04 - mae: 0.0091 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1053e-04 - mae: 0.0091 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1053e-04 - mae: 0.0091 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1047e-04 - mae: 0.0091 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1039e-04 - mae: 0.0091 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1032e-04 - mae: 0.0091 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1025e-04 - mae: 0.0091 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1018e-04 - mae: 0.0091 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1010e-04 - mae: 0.0090 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1000e-04 - mae: 0.0090 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0989e-04 - mae: 0.0090 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0978e-04 - mae: 0.0090 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0969e-04 - mae: 0.0090 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0961e-04 - mae: 0.0090 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0953e-04 - mae: 0.0090 340/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0952e-04 - mae: 0.0090 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0951e-04 - mae: 0.0090 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0951e-04 - mae: 0.0090 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0954e-04 - mae: 0.0090 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0957e-04 - mae: 0.0090 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0959e-04 - mae: 0.0090 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0963e-04 - mae: 0.0090 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0966e-04 - mae: 0.0090 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0968e-04 - mae: 0.0090 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0970e-04 - mae: 0.0090 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0973e-04 - mae: 0.0090 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0975e-04 - mae: 0.0090 457/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.1418e-04 - mae: 0.0091  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1324e-04 - mae: 0.0091 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1245e-04 - mae: 0.0090 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1142e-04 - mae: 0.0090 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1090e-04 - mae: 0.0090 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1039e-04 - mae: 0.0090 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0999e-04 - mae: 0.0089 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0967e-04 - mae: 0.0089 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0937e-04 - mae: 0.0089 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0911e-04 - mae: 0.0089 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0883e-04 - mae: 0.0089 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0865e-04 - mae: 0.0089 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0851e-04 - mae: 0.0089 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0846e-04 - mae: 0.0089 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0840e-04 - mae: 0.0089 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0828e-04 - mae: 0.0089 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0815e-04 - mae: 0.0089 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0807e-04 - mae: 0.0089 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0800e-04 - mae: 0.0089 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0796e-04 - mae: 0.0089 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0794e-04 - mae: 0.0089 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0806e-04 - mae: 0.0089 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0815e-04 - mae: 0.0089 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0822e-04 - mae: 0.0089 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0827e-04 - mae: 0.0089 332/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0830e-04 - mae: 0.0089 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0829e-04 - mae: 0.0089 349/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0827e-04 - mae: 0.0089 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0824e-04 - mae: 0.0089 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0821e-04 - mae: 0.0089 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0820e-04 - mae: 0.0089 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0817e-04 - mae: 0.0089 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0813e-04 - mae: 0.0089 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0808e-04 - mae: 0.0089 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0802e-04 - mae: 0.0089 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0797e-04 - mae: 0.0089 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0792e-04 - mae: 0.0089 443/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0787e-04 - mae: 0.0089 453/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0780e-04 - mae: 0.0089 462/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0775e-04 - mae: 0.0089 471/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0770e-04 - mae: 0.0089 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0764e-04 - mae: 0.0089 490/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0637e-04 - mae: 0.0089 - val_loss: 3.5984e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 159/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 4.7976e-05 - mae: 0.0064  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1144e-04 - mae: 0.0094   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0274e-04 - mae: 0.0090  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1530e-04 - mae: 0.0090  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1793e-04 - mae: 0.0089  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1839e-04 - mae: 0.0089  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1819e-04 - mae: 0.0088  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1761e-04 - mae: 0.0088  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1684e-04 - mae: 0.0088  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1586e-04 - mae: 0.0088  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1499e-04 - mae: 0.0088 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1407e-04 - mae: 0.0088 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1321e-04 - mae: 0.0088 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1252e-04 - mae: 0.0088 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1199e-04 - mae: 0.0088 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1150e-04 - mae: 0.0088 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1097e-04 - mae: 0.0088 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1044e-04 - mae: 0.0088 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0994e-04 - mae: 0.0088 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0944e-04 - mae: 0.0088 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0895e-04 - mae: 0.0088 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0850e-04 - mae: 0.0088 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0828e-04 - mae: 0.0088 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0806e-04 - mae: 0.0088 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0787e-04 - mae: 0.0088 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0769e-04 - mae: 0.0088 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0757e-04 - mae: 0.0088 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0751e-04 - mae: 0.0088 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0741e-04 - mae: 0.0088 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0729e-04 - mae: 0.0088 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0717e-04 - mae: 0.0088 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0707e-04 - mae: 0.0088 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0701e-04 - mae: 0.0088 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0696e-04 - mae: 0.0088 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0692e-04 - mae: 0.0088 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0687e-04 - mae: 0.0088 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0682e-04 - mae: 0.0088 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0678e-04 - mae: 0.0088 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0671e-04 - mae: 0.0088 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0678e-04 - mae: 0.0088 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 8.9380e-05 - mae: 0.0085  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1883e-05 - mae: 0.0087  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2936e-05 - mae: 0.0087  53/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4705e-05 - mae: 0.0088  63/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5025e-05 - mae: 0.0088  72/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5218e-05 - mae: 0.0088  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5534e-05 - mae: 0.0088  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7510e-05 - mae: 0.0088 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9602e-05 - mae: 0.0088 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0123e-04 - mae: 0.0088 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0247e-04 - mae: 0.0089 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0361e-04 - mae: 0.0089 141/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0477e-04 - mae: 0.0089 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0583e-04 - mae: 0.0089 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0669e-04 - mae: 0.0090 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0740e-04 - mae: 0.0090 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0802e-04 - mae: 0.0090 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0850e-04 - mae: 0.0090 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0891e-04 - mae: 0.0090 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0917e-04 - mae: 0.0090 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0943e-04 - mae: 0.0090 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0960e-04 - mae: 0.0090 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0976e-04 - mae: 0.0090 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0985e-04 - mae: 0.0090 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1000e-04 - mae: 0.0090 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1020e-04 - mae: 0.0090 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1035e-04 - mae: 0.0090 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1047e-04 - mae: 0.0090 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.1175e-04 - mae: 0.0091 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1172e-04 - mae: 0.0091 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1170e-04 - mae: 0.0091 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1168e-04 - mae: 0.0091 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1165e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1163e-04 - mae: 0.0091 - val_loss: 3.5721e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 161/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 16s 19ms/step - loss: 1.0343e-04 - mae: 0.0097  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7472e-05 - mae: 0.0088   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4424e-05 - mae: 0.0088  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6331e-05 - mae: 0.0089  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7339e-05 - mae: 0.0089  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7834e-05 - mae: 0.0090  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8554e-05 - mae: 0.0090  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8888e-05 - mae: 0.0090  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9173e-05 - mae: 0.0090  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9995e-05 - mae: 0.0090  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0064e-04 - mae: 0.0090 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0099e-04 - mae: 0.0090 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0120e-04 - mae: 0.0090 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0139e-04 - mae: 0.0090 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0152e-04 - mae: 0.0090 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0153e-04 - mae: 0.0090 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0151e-04 - mae: 0.0090 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0172e-04 - mae: 0.0090 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0201e-04 - mae: 0.0090 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0231e-04 - mae: 0.0090 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0250e-04 - mae: 0.0090 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0232e-04 - mae: 0.0088 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0235e-04 - mae: 0.0088 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0237e-04 - mae: 0.0088 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0240e-04 - mae: 0.0088 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0243e-04 - mae: 0.0088 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0245e-04 - mae: 0.0088 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0248e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0250e-04 - mae: 0.0088 - val_loss: 3.5729e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 164/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 16s 19ms/step - loss: 1.1851e-04 - mae: 0.0124  13/884 ━━━━━━━━━━━━━━━━━━━━ 3s 4ms/step - loss: 1.0823e-04 - mae: 0.0102   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0677e-04 - mae: 0.0099  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0502e-04 - mae: 0.0096  43/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0379e-04 - mae: 0.0095  53/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0299e-04 - mae: 0.0094  62/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0293e-04 - mae: 0.0093  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0279e-04 - mae: 0.0093  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0254e-04 - mae: 0.0092  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0218e-04 - mae: 0.0092 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0179e-04 - mae: 0.0092 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0185e-04 - mae: 0.0091 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0190e-04 - mae: 0.0091 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0195e-04 - mae: 0.0091 139/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0201e-04 - mae: 0.0091 148/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0202e-04 - mae: 0.0090 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0203e-04 - mae: 0.0090 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0195e-04 - mae: 0.0090 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0188e-04 - mae: 0.0090 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0187e-04 - mae: 0.0090 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0184e-04 - mae: 0.0090 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0181e-04 - mae: 0.0089 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0174e-04 - mae: 0.0089 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0172e-04 - mae: 0.0089 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0173e-04 - mae: 0.0089 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0176e-04 - mae: 0.0089 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0180e-04 - mae: 0.0089 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0180e-04 - mae: 0.0089 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0176e-04 - mae: 0.0089 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0174e-04 - mae: 0.0089 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0174e-04 - mae: 0.0089 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0175e-04 - mae: 0.0089 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0180e-04 - mae: 0.0089 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0184e-04 - mae: 0.0089 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0187e-04 - mae: 0.0089 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0188e-04 - mae: 0.0089 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0187e-04 - mae: 0.0089 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0186e-04 - mae: 0.0089 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0185e-04 - mae: 0.0089 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0198e-04 - mae: 0.0089 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0209e-04 - mae: 0.0089 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0219e-04 - mae: 0.0089 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0227e-04 - mae: 0.0089 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0234e-04 - mae: 0.0089 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0241e-04 - mae: 0.0089 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0246e-04 - mae: 0.0089 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0251e-04 - mae: 0.0089 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0256e-04 - mae: 0.0089 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0260e-04 - mae: 0.0089 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0264e-04 - mae: 0.0089 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0268e-04 - mae: 0.0089 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0271e-04 - mae: 0.0089 506/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0277e-04 - mae: 0.0089 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0287e-04 - mae: 0.0089 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0296e-04 - mae: 0.0089 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0303e-04 - mae: 0.0089 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0310e-04 - mae: 0.0089 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0317e-04 - mae: 0.0089 567/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0323e-04 - mae: 0.0089 576/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0327e-04 - mae: 0.0089 586/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0330e-04 - mae: 0.0089 595/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0333e-04 - mae: 0.0089 604/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0335e-04 - mae: 0.0089 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0338e-04 - mae: 0.0089 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0341e-04 - mae: 0.0089 632/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0343e-04 - mae: 0.0089 641/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0345e-04 - mae: 0.0089 649/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0347e-04 - mae: 0.0089 658/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0352e-04 - mae: 0.0089 667/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0356e-04 - mae: 0.0089 677/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0360e-04 - mae: 0.0088 686/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0363e-04 - mae: 0.0088 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0366e-04 - mae: 0.0088 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0369e-04 - mae: 0.0088 715/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0372e-04 - mae: 0.0088 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0375e-04 - mae: 0.0088 736/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0378e-04 - mae: 0.0088 747/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0380e-04 - mae: 0.0088 756/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0382e-04 - mae: 0.0088 767/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0384e-04 - mae: 0.0088 776/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0386e-04 - mae: 0.0088 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0388e-04 - mae: 0.0088 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0390e-04 - mae: 0.0088 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0392e-04 - mae: 0.0088 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0394e-04 - mae: 0.0088 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0396e-04 - mae: 0.0088 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0397e-04 - mae: 0.0088 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0399e-04 - mae: 0.0088 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0401e-04 - mae: 0.0088 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0403e-04 - mae: 0.0088 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0405e-04 - mae: 0.0088 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0407e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0408e-04 - mae: 0.0088 - val_loss: 3.5755e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 165/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 6.1803e-05 - mae: 0.0076  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8931e-05 - mae: 0.0087   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5915e-05 - mae: 0.0085  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4086e-05 - mae: 0.0085  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4156e-05 - mae: 0.0085  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5942e-05 - mae: 0.0085  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6533e-05 - mae: 0.0085  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7061e-05 - mae: 0.0086  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7171e-05 - mae: 0.0086  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 9.6943e-05 - mae: 0.0086 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6770e-05 - mae: 0.0086 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6635e-05 - mae: 0.0086 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6482e-05 - mae: 0.0085 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6334e-05 - mae: 0.0085 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6551e-05 - mae: 0.0085 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6854e-05 - mae: 0.0085 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7117e-05 - mae: 0.0085 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7369e-05 - mae: 0.0085 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7573e-05 - mae: 0.0085 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7769e-05 - mae: 0.0085 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7929e-05 - mae: 0.0085 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8071e-05 - mae: 0.0085 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8203e-05 - mae: 0.0085 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8319e-05 - mae: 0.0085 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8425e-05 - mae: 0.0085 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8520e-05 - mae: 0.0085 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8615e-05 - mae: 0.0085 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8726e-05 - mae: 0.0085 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8843e-05 - mae: 0.0085 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8958e-05 - mae: 0.0085 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9054e-05 - mae: 0.0085 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9154e-05 - mae: 0.0085 450/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9247e-05 - mae: 0.0085 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9340e-05 - mae: 0.0085 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9446e-05 - mae: 0.0085 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9547e-05 - mae: 0.0085 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9646e-05 - mae: 0.0085 496/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9745e-05 - mae: 0.0085 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9843e-05 - mae: 0.0085 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9923e-05 - mae: 0.0086 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9990e-05 - mae: 0.0086 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0006e-04 - mae: 0.0086 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0012e-04 - mae: 0.0086 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0018e-04 - mae: 0.0086 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0023e-04 - mae: 0.0086 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0027e-04 - mae: 0.0086 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0031e-04 - mae: 0.0086 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0034e-04 - mae: 0.0086 602/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0037e-04 - mae: 0.0086 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0040e-04 - mae: 0.0086 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0042e-04 - mae: 0.0086 628/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 166/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 25ms/step - loss: 1.7193e-04 - mae: 0.0102  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5565e-04 - mae: 0.0090   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3258e-04 - mae: 0.0089  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2259e-04 - mae: 0.0088  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1794e-04 - mae: 0.0088  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1545e-04 - mae: 0.0088  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1359e-04 - mae: 0.0089  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1251e-04 - mae: 0.0089  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1160e-04 - mae: 0.0089  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1069e-04 - mae: 0.0089  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1004e-04 - mae: 0.0089 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0941e-04 - mae: 0.0089 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0893e-04 - mae: 0.0089 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0847e-04 - mae: 0.0089 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0825e-04 - mae: 0.0089 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0817e-04 - mae: 0.0089 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0811e-04 - mae: 0.0089 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0801e-04 - mae: 0.0089 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0785e-04 - mae: 0.0089 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0772e-04 - mae: 0.0089 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0753e-04 - mae: 0.0089 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0737e-04 - mae: 0.0089 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0718e-04 - mae: 0.0089 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0698e-04 - mae: 0.0089 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0681e-04 - mae: 0.0089 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0663e-04 - mae: 0.0089 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0639e-04 - mae: 0.0089 260/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0618e-04 - mae: 0.0089 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0595e-04 - mae: 0.0089 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0575e-04 - mae: 0.0089 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0555e-04 - mae: 0.0089 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0536e-04 - mae: 0.0089 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0517e-04 - mae: 0.0089 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0499e-04 - mae: 0.0089 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0483e-04 - mae: 0.0089 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0467e-04 - mae: 0.0089 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0452e-04 - mae: 0.0089 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0437e-04 - mae: 0.0089 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0422e-04 - mae: 0.0089 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0408e-04 - mae: 0.0089 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0395e-04 - mae: 0.0089 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0380e-04 - mae: 0.0089 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0370e-04 - mae: 0.0089 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0368e-04 - mae: 0.0089 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0367e-04 - mae: 0.0088 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0366e-04 - mae: 0.0088 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0364e-04 - mae: 0.0088 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0361e-04 - mae: 0.0088 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0359e-04 - mae: 0.0088 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0357e-04 - mae: 0.0088 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0355e-04 - mae: 0.0088 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0354e-04 - mae: 0.0088 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0352e-04 - mae: 0.0088 512/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0351e-04 - mae: 0.0088 521/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 7.6204e-05 - mae: 0.0079  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 7.8520e-05 - mae: 0.0080  37/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.0170e-05 - mae: 0.0081  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.1462e-05 - mae: 0.0082  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.3017e-05 - mae: 0.0082  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.4175e-05 - mae: 0.0083  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.6018e-05 - mae: 0.0083  85/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8177e-05 - mae: 0.0083  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0022e-05 - mae: 0.0084 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1252e-05 - mae: 0.0084 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2284e-05 - mae: 0.0084 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3020e-05 - mae: 0.0085 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3624e-05 - mae: 0.0085 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4137e-05 - mae: 0.0085 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4973e-05 - mae: 0.0085 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6191e-05 - mae: 0.0085 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7329e-05 - mae: 0.0085 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8270e-05 - mae: 0.0085 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9035e-05 - mae: 0.0085 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9762e-05 - mae: 0.0085 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0041e-04 - mae: 0.0085 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0093e-04 - mae: 0.0086 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0137e-04 - mae: 0.0086 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0175e-04 - mae: 0.0086 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0212e-04 - mae: 0.0086 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0245e-04 - mae: 0.0086 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0280e-04 - mae: 0.0086 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0309e-04 - mae: 0.0086 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0339e-04 - mae: 0.0086 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0364e-04 - mae: 0.0086 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0383e-04 - mae: 0.0086 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0399e-04 - mae: 0.0086 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0413e-04 - mae: 0.0086 334/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0423e-04 - mae: 0.0086 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0432e-04 - mae: 0.0086 353/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0440e-04 - mae: 0.0086 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0446e-04 - mae: 0.0086 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0450e-04 - mae: 0.0086 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0452e-04 - mae: 0.0086 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0453e-04 - mae: 0.0086 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0453e-04 - mae: 0.0086 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0453e-04 - mae: 0.0086 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0454e-04 - mae: 0.0086 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0453e-04 - mae: 0.0086 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0453e-04 - mae: 0.0086 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0452e-04 - mae: 0.0086 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0453e-04 - mae: 0.0086 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0452e-04 - mae: 0.0086 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0452e-04 - mae: 0.0086 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0451e-04 - mae: 0.0086 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0449e-04 - mae: 0.0086 509/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0448e-04 - mae: 0.0086 519/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0447e-04 - mae: 0.0086 527/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0447e-04 - mae: 0.0086 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0446e-04 - mae: 0.0086 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0446e-04 - mae: 0.0086 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.0468e-04 - mae: 0.0087 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0470e-04 - mae: 0.0087 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0472e-04 - mae: 0.0087 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0474e-04 - mae: 0.0087 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0476e-04 - mae: 0.0087 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0478e-04 - mae: 0.0087 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0479e-04 - mae: 0.0087 - val_loss: 3.5915e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 168/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 16s 19ms/step - loss: 1.1315e-04 - mae: 0.0107  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.1014e-05 - mae: 0.0084   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9382e-05 - mae: 0.0087  29/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0419e-04 - mae: 0.0087  38/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0560e-04 - mae: 0.0087  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0557e-04 - mae: 0.0087  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0492e-04 - mae: 0.0087  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0458e-04 - mae: 0.0087  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0427e-04 - mae: 0.0087  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0406e-04 - mae: 0.0087  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0385e-04 - mae: 0.0087 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0353e-04 - mae: 0.0087 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0322e-04 - mae: 0.0087 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0306e-04 - mae: 0.0087 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0301e-04 - mae: 0.0087 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0313e-04 - mae: 0.0087 156/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0353e-04 - mae: 0.0088 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0415e-04 - mae: 0.0088 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0472e-04 - mae: 0.0088 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0534e-04 - mae: 0.0088 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0586e-04 - mae: 0.0088 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0628e-04 - mae: 0.0088 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0657e-04 - mae: 0.0088 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0683e-04 - mae: 0.0088 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0707e-04 - mae: 0.0088 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0726e-04 - mae: 0.0088 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0740e-04 - mae: 0.0088 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0754e-04 - mae: 0.0088 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0762e-04 - mae: 0.0088 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0768e-04 - mae: 0.0088 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0772e-04 - mae: 0.0088 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0772e-04 - mae: 0.0088 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0772e-04 - mae: 0.0088 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0771e-04 - mae: 0.0088 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0906e-04 - mae: 0.0090 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0904e-04 - mae: 0.0090 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0902e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0901e-04 - mae: 0.0090 - val_loss: 3.5728e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 172/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 24ms/step - loss: 8.6539e-05 - mae: 0.0089  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.6930e-05 - mae: 0.0082   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.7013e-05 - mae: 0.0081  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.0042e-05 - mae: 0.0081  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.4001e-05 - mae: 0.0082  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7913e-05 - mae: 0.0083  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3080e-05 - mae: 0.0084  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7653e-05 - mae: 0.0085  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0047e-04 - mae: 0.0086  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0255e-04 - mae: 0.0086  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0469e-04 - mae: 0.0087 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0622e-04 - mae: 0.0088 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0723e-04 - mae: 0.0088 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0782e-04 - mae: 0.0088 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0825e-04 - mae: 0.0088 147/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0861e-04 - mae: 0.0089 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0879e-04 - mae: 0.0089 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0890e-04 - mae: 0.0089 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0900e-04 - mae: 0.0089 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0907e-04 - mae: 0.0089 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0915e-04 - mae: 0.0089 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0924e-04 - mae: 0.0089 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0931e-04 - mae: 0.0089 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0939e-04 - mae: 0.0089 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0943e-04 - mae: 0.0089 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0974e-04 - mae: 0.0089 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1001e-04 - mae: 0.0089 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1035e-04 - mae: 0.0090 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1074e-04 - mae: 0.0090 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1111e-04 - mae: 0.0090 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1154e-04 - mae: 0.0090 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1190e-04 - mae: 0.0090 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1229e-04 - mae: 0.0090 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1259e-04 - mae: 0.0090 334/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1286e-04 - mae: 0.0090 343/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1309e-04 - mae: 0.0090 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1334e-04 - mae: 0.0090 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1354e-04 - mae: 0.0090 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1374e-04 - mae: 0.0090 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1392e-04 - mae: 0.0090 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1408e-04 - mae: 0.0090 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1425e-04 - mae: 0.0090 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1438e-04 - mae: 0.0090 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1449e-04 - mae: 0.0090 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1458e-04 - mae: 0.0090 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1465e-04 - mae: 0.0090 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1473e-04 - mae: 0.0090 454/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1480e-04 - mae: 0.0091 463/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1485e-04 - mae: 0.0091 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1489e-04 - mae: 0.0091 481/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1492e-04 - mae: 0.0091 493/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1495e-04 - mae: 0.0091 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1498e-04 - mae: 0.0091 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1500e-04 - mae: 0.0091 523/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1502e-04 - mae: 0.0091 533/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1503e-04 - mae: 0.0091 542/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1504e-04 - mae: 0.0091 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1506e-04 - mae: 0.0091 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1506e-04 - mae: 0.0091 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1507e-04 - mae: 0.0091 579/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1508e-04 - mae: 0.0091 588/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1507e-04 - mae: 0.0091 599/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1506e-04 - mae: 0.0091 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1505e-04 - mae: 0.0091 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1504e-04 - mae: 0.0091 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1502e-04 - mae: 0.0091 637/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1500e-04 - mae: 0.0091 648/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1497e-04 - mae: 0.0091 658/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1494e-04 - mae: 0.0091 668/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1491e-04 - mae: 0.0091 678/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1487e-04 - mae: 0.0091 687/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1484e-04 - mae: 0.0091 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1481e-04 - mae: 0.0091 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1477e-04 - mae: 0.0091 715/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1473e-04 - mae: 0.0091 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1469e-04 - mae: 0.0091 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1465e-04 - mae: 0.0091 744/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1461e-04 - mae: 0.0091 753/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1457e-04 - mae: 0.0091 764/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1453e-04 - mae: 0.0091 774/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1448e-04 - mae: 0.0091 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1444e-04 - mae: 0.0091 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1439e-04 - mae: 0.0091 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1434e-04 - mae: 0.0091 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1429e-04 - mae: 0.0091 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1424e-04 - mae: 0.0091 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1418e-04 - mae: 0.0091 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1413e-04 - mae: 0.0091 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1408e-04 - mae: 0.0091 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1403e-04 - mae: 0.0091 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1397e-04 - mae: 0.0091 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1392e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1390e-04 - mae: 0.0091 - val_loss: 3.5733e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 173/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.1451e-04 - mae: 0.0101  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0596e-04 - mae: 0.0092   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0542e-04 - mae: 0.0092  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0978e-04 - mae: 0.0093  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1110e-04 - mae: 0.0093  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1094e-04 - mae: 0.0093  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1025e-04 - mae: 0.0093  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0931e-04 - mae: 0.0093  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0871e-04 - mae: 0.0092  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0827e-04 - mae: 0.0092 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0794e-04 - mae: 0.0092 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0763e-04 - mae: 0.0092 120/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0729e-04 - mae: 0.0092 130/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0683e-04 - mae: 0.0092 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0639e-04 - mae: 0.0092 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0587e-04 - mae: 0.0091 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0603e-04 - mae: 0.0091 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0619e-04 - mae: 0.0091 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0651e-04 - mae: 0.0091 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0674e-04 - mae: 0.0091 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0690e-04 - mae: 0.0091 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0698e-04 - mae: 0.0091 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0703e-04 - mae: 0.0091 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0710e-04 - mae: 0.0091 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0713e-04 - mae: 0.0091 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0712e-04 - mae: 0.0091 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0710e-04 - mae: 0.0090 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0706e-04 - mae: 0.0090 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0700e-04 - mae: 0.0090 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0692e-04 - mae: 0.0090 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0685e-04 - mae: 0.0090 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0678e-04 - mae: 0.0090 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0670e-04 - mae: 0.0090 324/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0664e-04 - mae: 0.0090 333/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0659e-04 - mae: 0.0090 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0655e-04 - mae: 0.0090 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0652e-04 - mae: 0.0090 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0648e-04 - mae: 0.0090 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0643e-04 - mae: 0.0090 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0640e-04 - mae: 0.0090 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0638e-04 - mae: 0.0090 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0637e-04 - mae: 0.0090 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0635e-04 - mae: 0.0090 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0632e-04 - mae: 0.0090 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0629e-04 - mae: 0.0090 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0626e-04 - mae: 0.0090 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0622e-04 - mae: 0.0090 457/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0626e-04 - mae: 0.0090 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0635e-04 - mae: 0.0090 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0644e-04 - mae: 0.0090 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0652e-04 - mae: 0.0090 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0661e-04 - mae: 0.0090 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0669e-04 - mae: 0.0090 517/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0677e-04 - mae: 0.0089 527/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0686e-04 - mae: 0.0089 537/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0695e-04 - mae: 0.0089 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0702e-04 - mae: 0.0089 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0708e-04 - mae: 0.0089 566/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0715e-04 - mae: 0.0089 576/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0721e-04 - mae: 0.0089 586/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0727e-04 - mae: 0.0089 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0732e-04 - mae: 0.0089 606/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0738e-04 - mae: 0.0089 616/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0743e-04 - mae: 0.0089 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0749e-04 - mae: 0.0089 637/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0755e-04 - mae: 0.0089 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0762e-04 - mae: 0.0089 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0768e-04 - mae: 0.0089 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0774e-04 - mae: 0.0089 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0779e-04 - mae: 0.0089 684/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0784e-04 - mae: 0.0089 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0789e-04 - mae: 0.0089 703/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0794e-04 - mae: 0.0089 713/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0798e-04 - mae: 0.0089 723/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0802e-04 - mae: 0.0089 731/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0804e-04 - mae: 0.0089 740/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0807e-04 - mae: 0.0089 750/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0809e-04 - mae: 0.0089 760/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0811e-04 - mae: 0.0089 770/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0813e-04 - mae: 0.0089 780/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0815e-04 - mae: 0.0089 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0817e-04 - mae: 0.0089 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0819e-04 - mae: 0.0089 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0821e-04 - mae: 0.0089 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0823e-04 - mae: 0.0089 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0825e-04 - mae: 0.0089 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0827e-04 - mae: 0.0089 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0829e-04 - mae: 0.0089 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0830e-04 - mae: 0.0089 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0831e-04 - mae: 0.0089 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0832e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0833e-04 - mae: 0.0089 - val_loss: 3.5713e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 174/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.4249e-04 - mae: 0.0111  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0206e-04 - mae: 0.0087   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6815e-05 - mae: 0.0086  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5926e-05 - mae: 0.0086  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5158e-05 - mae: 0.0086  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5377e-05 - mae: 0.0086  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6226e-05 - mae: 0.0086  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6779e-05 - mae: 0.0087  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7256e-05 - mae: 0.0087  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7953e-05 - mae: 0.0088  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8474e-05 - mae: 0.0088 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9202e-05 - mae: 0.0088 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0010e-04 - mae: 0.0089 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0085e-04 - mae: 0.0089 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0150e-04 - mae: 0.0089 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0192e-04 - mae: 0.0089 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0228e-04 - mae: 0.0089 163/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0260e-04 - mae: 0.0089 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0282e-04 - mae: 0.0090 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0296e-04 - mae: 0.0090 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0306e-04 - mae: 0.0090 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0312e-04 - mae: 0.0090 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0309e-04 - mae: 0.0090 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0305e-04 - mae: 0.0090 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0301e-04 - mae: 0.0090 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0299e-04 - mae: 0.0089 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0295e-04 - mae: 0.0089 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0294e-04 - mae: 0.0089 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0295e-04 - mae: 0.0089 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0295e-04 - mae: 0.0089 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0297e-04 - mae: 0.0089 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0324e-04 - mae: 0.0089 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0360e-04 - mae: 0.0089 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0395e-04 - mae: 0.0089 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0425e-04 - mae: 0.0089 338/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0451e-04 - mae: 0.0089 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0473e-04 - mae: 0.0089 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0494e-04 - mae: 0.0089 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0509e-04 - mae: 0.0089 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0523e-04 - mae: 0.0089 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0538e-04 - mae: 0.0089 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0552e-04 - mae: 0.0089 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0564e-04 - mae: 0.0089 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0576e-04 - mae: 0.0089 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0586e-04 - mae: 0.0089 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0594e-04 - mae: 0.0089 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0601e-04 - mae: 0.0089 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0607e-04 - mae: 0.0089 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0612e-04 - mae: 0.0089 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0617e-04 - mae: 0.0089 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0622e-04 - mae: 0.0089 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0628e-04 - mae: 0.0089 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0633e-04 - mae: 0.0089 509/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0637e-04 - mae: 0.0089 518/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0640e-04 - mae: 0.0089 527/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0642e-04 - mae: 0.0089 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0644e-04 - mae: 0.0089 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0646e-04 - mae: 0.0089 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0646e-04 - mae: 0.0089 566/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.0646e-04 - mae: 0.0089 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0647e-04 - mae: 0.0089 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0648e-04 - mae: 0.0089 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0650e-04 - mae: 0.0089 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0650e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0651e-04 - mae: 0.0089 - val_loss: 3.5724e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 175/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 4.7167e-05 - mae: 0.0064  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.0521e-05 - mae: 0.0077   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.9134e-05 - mae: 0.0081  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.5623e-05 - mae: 0.0083  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9687e-05 - mae: 0.0085  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2731e-05 - mae: 0.0085  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4413e-05 - mae: 0.0086  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5775e-05 - mae: 0.0086  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6917e-05 - mae: 0.0087  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7752e-05 - mae: 0.0087  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8317e-05 - mae: 0.0087 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8817e-05 - mae: 0.0087 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9176e-05 - mae: 0.0087 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9465e-05 - mae: 0.0088 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9772e-05 - mae: 0.0088 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0002e-04 - mae: 0.0088 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0024e-04 - mae: 0.0088 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0046e-04 - mae: 0.0088 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0073e-04 - mae: 0.0088 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0102e-04 - mae: 0.0088 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0124e-04 - mae: 0.0088 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0146e-04 - mae: 0.0088 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0172e-04 - mae: 0.0088 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0200e-04 - mae: 0.0088 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0224e-04 - mae: 0.0089 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0243e-04 - mae: 0.0089 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0259e-04 - mae: 0.0089 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0275e-04 - mae: 0.0089 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0287e-04 - mae: 0.0089 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0300e-04 - mae: 0.0089 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0313e-04 - mae: 0.0089 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0327e-04 - mae: 0.0089 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0337e-04 - mae: 0.0089 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0345e-04 - mae: 0.0089 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0355e-04 - mae: 0.0089 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0366e-04 - mae: 0.0089 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0373e-04 - mae: 0.0089 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0391e-04 - mae: 0.0089 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0411e-04 - mae: 0.0089 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0432e-04 - mae: 0.0089 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0450e-04 - mae: 0.0089 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0468e-04 - mae: 0.0089 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0487e-04 - mae: 0.0089 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0507e-04 - mae: 0.0089 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0524e-04 - mae: 0.0089 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0540e-04 - mae: 0.0089 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0553e-04 - mae: 0.0089 457/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0565e-04 - mae: 0.0090 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0575e-04 - mae: 0.0090 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0664e-04 - mae: 0.0089 - val_loss: 3.5742e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 176/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 1.7386e-04 - mae: 0.0112  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.4970e-05 - mae: 0.0078   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.4213e-05 - mae: 0.0080  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.3047e-05 - mae: 0.0080  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.5902e-05 - mae: 0.0080  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8125e-05 - mae: 0.0081  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0225e-05 - mae: 0.0082  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1831e-05 - mae: 0.0083  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2774e-05 - mae: 0.0083  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3391e-05 - mae: 0.0083  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4214e-05 - mae: 0.0083 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6364e-05 - mae: 0.0084 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7853e-05 - mae: 0.0084 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8744e-05 - mae: 0.0084 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9439e-05 - mae: 0.0084 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0003e-04 - mae: 0.0084 155/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0041e-04 - mae: 0.0084 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0074e-04 - mae: 0.0084 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0100e-04 - mae: 0.0084 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0121e-04 - mae: 0.0084 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0142e-04 - mae: 0.0085 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0160e-04 - mae: 0.0085 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0169e-04 - mae: 0.0085 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0176e-04 - mae: 0.0085 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0185e-04 - mae: 0.0085 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0190e-04 - mae: 0.0085 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0191e-04 - mae: 0.0085 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0191e-04 - mae: 0.0085 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0191e-04 - mae: 0.0085 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0188e-04 - mae: 0.0085 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0187e-04 - mae: 0.0085 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0187e-04 - mae: 0.0085 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0187e-04 - mae: 0.0085 326/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0188e-04 - mae: 0.0085 334/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0190e-04 - mae: 0.0085 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0191e-04 - mae: 0.0085 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0194e-04 - mae: 0.0085 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0201e-04 - mae: 0.0085 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0217e-04 - mae: 0.0085 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0230e-04 - mae: 0.0085 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.4290e-04 - mae: 0.0092  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4868e-04 - mae: 0.0093  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4919e-04 - mae: 0.0093  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4712e-04 - mae: 0.0092  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4464e-04 - mae: 0.0092  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4263e-04 - mae: 0.0091  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4048e-04 - mae: 0.0091 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3836e-04 - mae: 0.0091 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3640e-04 - mae: 0.0090 121/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3464e-04 - mae: 0.0090 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3314e-04 - mae: 0.0090 141/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3172e-04 - mae: 0.0090 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3051e-04 - mae: 0.0090 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2947e-04 - mae: 0.0090 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2837e-04 - mae: 0.0090 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2747e-04 - mae: 0.0090 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2661e-04 - mae: 0.0090 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2571e-04 - mae: 0.0090 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2484e-04 - mae: 0.0089 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2427e-04 - mae: 0.0089 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2389e-04 - mae: 0.0089 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2345e-04 - mae: 0.0089 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2293e-04 - mae: 0.0089 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2244e-04 - mae: 0.0089 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2206e-04 - mae: 0.0089 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2169e-04 - mae: 0.0089 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2132e-04 - mae: 0.0089 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2100e-04 - mae: 0.0089 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.1268e-04 - mae: 0.0089 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1263e-04 - mae: 0.0089 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1258e-04 - mae: 0.0089 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1254e-04 - mae: 0.0089 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1249e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1247e-04 - mae: 0.0089 - val_loss: 3.6037e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 178/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 23ms/step - loss: 7.4982e-05 - mae: 0.0080  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7285e-05 - mae: 0.0084   23/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9539e-05 - mae: 0.0086  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7760e-05 - mae: 0.0085  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7464e-05 - mae: 0.0085  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7368e-05 - mae: 0.0084  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7618e-05 - mae: 0.0084  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.1125e-04 - mae: 0.0090 651/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1125e-04 - mae: 0.0090 659/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1126e-04 - mae: 0.0090 669/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1126e-04 - mae: 0.0090 679/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1127e-04 - mae: 0.0090 689/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1130e-04 - mae: 0.0090 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1132e-04 - mae: 0.0090 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1133e-04 - mae: 0.0090 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1135e-04 - mae: 0.0090 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1136e-04 - mae: 0.0090 738/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1136e-04 - mae: 0.0090 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1137e-04 - mae: 0.0090 759/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1137e-04 - mae: 0.0090 769/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1136e-04 - mae: 0.0090 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1135e-04 - mae: 0.0090 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1134e-04 - mae: 0.0090 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1133e-04 - mae: 0.0090 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1131e-04 - mae: 0.0090 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1130e-04 - mae: 0.0090 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1128e-04 - mae: 0.0090 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1126e-04 - mae: 0.0090 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1125e-04 - mae: 0.0090 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1123e-04 - mae: 0.0090 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1121e-04 - mae: 0.0090 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1120e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1118e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1118e-04 - mae: 0.0090 - val_loss: 3.5709e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 180/300 - 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loss: 1.5034e-04 - mae: 0.0094  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4430e-04 - mae: 0.0093  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3947e-04 - mae: 0.0092  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3532e-04 - mae: 0.0091  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3201e-04 - mae: 0.0090  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3032e-04 - mae: 0.0090  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2912e-04 - mae: 0.0090 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2820e-04 - mae: 0.0090 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2725e-04 - mae: 0.0090 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2641e-04 - mae: 0.0090 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2559e-04 - mae: 0.0090 141/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2496e-04 - mae: 0.0090 151/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2436e-04 - mae: 0.0090 161/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2369e-04 - mae: 0.0090 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2306e-04 - mae: 0.0090 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2238e-04 - mae: 0.0090 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2178e-04 - mae: 0.0090 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2121e-04 - mae: 0.0090 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2069e-04 - mae: 0.0090 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2017e-04 - mae: 0.0090 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1973e-04 - mae: 0.0089 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1925e-04 - mae: 0.0089 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1882e-04 - mae: 0.0089 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1846e-04 - mae: 0.0089 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1813e-04 - mae: 0.0089 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1775e-04 - mae: 0.0089 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1737e-04 - mae: 0.0089 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1702e-04 - mae: 0.0089 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1668e-04 - mae: 0.0089 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1635e-04 - mae: 0.0089 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1606e-04 - mae: 0.0089 332/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1574e-04 - mae: 0.0089 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1543e-04 - mae: 0.0089 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1512e-04 - mae: 0.0089 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1480e-04 - mae: 0.0089 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1445e-04 - mae: 0.0089 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1413e-04 - mae: 0.0089 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1383e-04 - mae: 0.0089 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1354e-04 - mae: 0.0089 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1328e-04 - mae: 0.0089 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1300e-04 - mae: 0.0089 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1273e-04 - mae: 0.0089 443/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1244e-04 - mae: 0.0089 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1221e-04 - mae: 0.0089 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1199e-04 - mae: 0.0089 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1174e-04 - mae: 0.0089 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1151e-04 - mae: 0.0089 492/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1130e-04 - mae: 0.0089 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1109e-04 - mae: 0.0089 512/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1089e-04 - mae: 0.0089 522/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1070e-04 - mae: 0.0089 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1052e-04 - mae: 0.0089 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1037e-04 - mae: 0.0089 552/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1017e-04 - mae: 0.0089 563/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0998e-04 - mae: 0.0089 573/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0981e-04 - mae: 0.0089 583/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0964e-04 - mae: 0.0088 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0947e-04 - mae: 0.0088 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0932e-04 - mae: 0.0088 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0917e-04 - mae: 0.0088 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0906e-04 - mae: 0.0088 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0896e-04 - mae: 0.0088 641/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0888e-04 - mae: 0.0088 648/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0881e-04 - mae: 0.0088 657/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0872e-04 - mae: 0.0088 667/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0863e-04 - mae: 0.0088 677/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0853e-04 - mae: 0.0088 688/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0843e-04 - mae: 0.0088 698/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0834e-04 - mae: 0.0088 708/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0826e-04 - mae: 0.0088 717/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0819e-04 - mae: 0.0088 728/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0810e-04 - mae: 0.0088 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0801e-04 - mae: 0.0088 749/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0794e-04 - mae: 0.0088 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0787e-04 - mae: 0.0088 768/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0781e-04 - mae: 0.0088 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0774e-04 - mae: 0.0088 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0768e-04 - mae: 0.0088 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0762e-04 - mae: 0.0088 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0759e-04 - mae: 0.0088 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0756e-04 - mae: 0.0088 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0753e-04 - mae: 0.0088 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0751e-04 - mae: 0.0088 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0748e-04 - mae: 0.0088 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0745e-04 - mae: 0.0088 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0743e-04 - mae: 0.0088 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0740e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0738e-04 - mae: 0.0088 - val_loss: 3.5729e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 182/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 4.3354e-05 - mae: 0.0042  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0896e-05 - mae: 0.0078   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3949e-05 - mae: 0.0081  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9384e-05 - mae: 0.0083  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0127e-04 - mae: 0.0084  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0089e-04 - mae: 0.0083  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0048e-04 - mae: 0.0083  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0020e-04 - mae: 0.0083  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0092e-04 - mae: 0.0084  85/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0217e-04 - mae: 0.0084  94/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0290e-04 - mae: 0.0084 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0356e-04 - mae: 0.0084 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0405e-04 - mae: 0.0085 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0433e-04 - mae: 0.0085 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0457e-04 - mae: 0.0085 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0475e-04 - mae: 0.0085 155/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0483e-04 - mae: 0.0085 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0483e-04 - mae: 0.0085 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0475e-04 - mae: 0.0085 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0463e-04 - mae: 0.0086 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0446e-04 - mae: 0.0086 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0433e-04 - mae: 0.0086 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0420e-04 - mae: 0.0086 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0412e-04 - mae: 0.0086 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0404e-04 - mae: 0.0086 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0394e-04 - mae: 0.0086 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0383e-04 - mae: 0.0086 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0374e-04 - mae: 0.0086 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0362e-04 - mae: 0.0086 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0376e-04 - mae: 0.0086 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0395e-04 - mae: 0.0086 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0411e-04 - mae: 0.0086 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0428e-04 - mae: 0.0086 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0445e-04 - mae: 0.0086 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0458e-04 - mae: 0.0086 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0469e-04 - mae: 0.0086 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0479e-04 - mae: 0.0086 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0488e-04 - mae: 0.0086 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0494e-04 - mae: 0.0086 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0500e-04 - mae: 0.0086 395/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0510e-04 - mae: 0.0086 404/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0521e-04 - mae: 0.0086 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0534e-04 - mae: 0.0086 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0544e-04 - mae: 0.0087 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0555e-04 - mae: 0.0087 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0566e-04 - mae: 0.0087 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0574e-04 - mae: 0.0087 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0581e-04 - mae: 0.0087 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0587e-04 - mae: 0.0087 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0593e-04 - mae: 0.0087 492/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0599e-04 - mae: 0.0087 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0605e-04 - mae: 0.0087 512/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0611e-04 - mae: 0.0087 522/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0616e-04 - mae: 0.0087 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0623e-04 - mae: 0.0087 542/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0630e-04 - mae: 0.0087 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0636e-04 - mae: 0.0087 562/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0640e-04 - mae: 0.0087 573/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0645e-04 - mae: 0.0087 583/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0650e-04 - mae: 0.0087 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0654e-04 - mae: 0.0087 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0657e-04 - mae: 0.0087 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0661e-04 - mae: 0.0087 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0665e-04 - mae: 0.0087 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0668e-04 - mae: 0.0087 643/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0701e-04 - mae: 0.0088 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0703e-04 - mae: 0.0088 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0709e-04 - mae: 0.0088 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0714e-04 - mae: 0.0088 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0720e-04 - mae: 0.0088 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0724e-04 - mae: 0.0088 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0729e-04 - mae: 0.0088 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0734e-04 - mae: 0.0088 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0738e-04 - mae: 0.0088 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0741e-04 - mae: 0.0088 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0744e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0747e-04 - mae: 0.0088 - val_loss: 3.5861e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 183/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 20ms/step - loss: 4.6814e-05 - mae: 0.0053  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 9.7888e-05 - mae: 0.0086 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8426e-05 - mae: 0.0086 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9006e-05 - mae: 0.0086 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9525e-05 - mae: 0.0086 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0002e-04 - mae: 0.0086 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0048e-04 - mae: 0.0086 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0081e-04 - mae: 0.0086 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0116e-04 - mae: 0.0086 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0148e-04 - mae: 0.0086 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0179e-04 - mae: 0.0086 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0205e-04 - mae: 0.0086 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0231e-04 - mae: 0.0087 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0256e-04 - mae: 0.0087 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0280e-04 - mae: 0.0087 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.3374e-04 - mae: 0.0101  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3045e-04 - mae: 0.0100  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2716e-04 - mae: 0.0099  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2482e-04 - mae: 0.0098  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2305e-04 - mae: 0.0098 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2145e-04 - mae: 0.0097 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2042e-04 - mae: 0.0097 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1984e-04 - mae: 0.0096 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1922e-04 - mae: 0.0096 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1864e-04 - mae: 0.0096 154/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1814e-04 - mae: 0.0096 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1771e-04 - mae: 0.0095 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1725e-04 - mae: 0.0095 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1683e-04 - mae: 0.0095 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1651e-04 - mae: 0.0095 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1613e-04 - mae: 0.0095 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1580e-04 - mae: 0.0094 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1544e-04 - mae: 0.0094 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1504e-04 - mae: 0.0094 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1469e-04 - mae: 0.0094 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1439e-04 - mae: 0.0094 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1405e-04 - mae: 0.0094 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1373e-04 - mae: 0.0094 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1342e-04 - mae: 0.0094 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1325e-04 - mae: 0.0094 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1320e-04 - mae: 0.0093 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1313e-04 - mae: 0.0093 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1306e-04 - mae: 0.0093 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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mae: 0.0089 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6535e-05 - mae: 0.0088 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6358e-05 - mae: 0.0088 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6293e-05 - mae: 0.0088 155/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6595e-05 - mae: 0.0088 164/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6812e-05 - mae: 0.0088 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6992e-05 - mae: 0.0088 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7085e-05 - mae: 0.0088 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7136e-05 - mae: 0.0088 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7220e-05 - mae: 0.0088 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7369e-05 - mae: 0.0088 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7626e-05 - mae: 0.0088 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7915e-05 - mae: 0.0088 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8152e-05 - mae: 0.0088 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 8.2573e-05 - mae: 0.0081  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.4105e-05 - mae: 0.0082  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.5856e-05 - mae: 0.0083  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.6778e-05 - mae: 0.0083  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7626e-05 - mae: 0.0084  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8211e-05 - mae: 0.0084  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8790e-05 - mae: 0.0085  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9157e-05 - mae: 0.0085 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9298e-05 - mae: 0.0085 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9317e-05 - mae: 0.0085 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9324e-05 - mae: 0.0085 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9320e-05 - mae: 0.0085 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9288e-05 - mae: 0.0085 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.9265e-05 - mae: 0.0085 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.1364e-04 - mae: 0.0090 - val_loss: 3.5789e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 189/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 22s 25ms/step - loss: 1.6532e-04 - mae: 0.0138  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6238e-04 - mae: 0.0109   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5035e-04 - mae: 0.0103  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3832e-04 - mae: 0.0099  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3114e-04 - mae: 0.0097  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2710e-04 - mae: 0.0096  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2406e-04 - mae: 0.0095  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2163e-04 - mae: 0.0095  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1935e-04 - mae: 0.0094  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1763e-04 - mae: 0.0093  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1641e-04 - mae: 0.0093 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1566e-04 - mae: 0.0093 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1503e-04 - mae: 0.0092 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1447e-04 - mae: 0.0092 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1387e-04 - mae: 0.0092 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1335e-04 - mae: 0.0092 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1292e-04 - mae: 0.0091 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1252e-04 - mae: 0.0091 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1220e-04 - mae: 0.0091 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1199e-04 - mae: 0.0091 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1177e-04 - mae: 0.0091 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1151e-04 - mae: 0.0091 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1123e-04 - mae: 0.0091 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1093e-04 - mae: 0.0091 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1068e-04 - mae: 0.0091 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1040e-04 - mae: 0.0091 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1017e-04 - mae: 0.0091 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0999e-04 - mae: 0.0090 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0980e-04 - mae: 0.0090 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0957e-04 - mae: 0.0090 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0935e-04 - mae: 0.0090 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0916e-04 - mae: 0.0090 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0901e-04 - mae: 0.0090 324/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0886e-04 - mae: 0.0090 333/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0873e-04 - mae: 0.0090 343/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0862e-04 - mae: 0.0090 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0857e-04 - mae: 0.0090 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0851e-04 - mae: 0.0090 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0846e-04 - mae: 0.0090 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0841e-04 - mae: 0.0090 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0835e-04 - mae: 0.0090 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0829e-04 - mae: 0.0090 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0821e-04 - mae: 0.0090 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0814e-04 - mae: 0.0090 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0811e-04 - mae: 0.0090 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0812e-04 - mae: 0.0090 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0813e-04 - mae: 0.0090 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0812e-04 - mae: 0.0090 471/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0812e-04 - mae: 0.0090 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0811e-04 - mae: 0.0090 490/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0810e-04 - mae: 0.0090 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0810e-04 - mae: 0.0090 510/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0809e-04 - mae: 0.0090 520/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0809e-04 - mae: 0.0090 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0808e-04 - mae: 0.0090 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0808e-04 - mae: 0.0090 548/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0807e-04 - mae: 0.0090 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0806e-04 - mae: 0.0090 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0804e-04 - mae: 0.0090 579/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0804e-04 - mae: 0.0090 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0805e-04 - mae: 0.0090 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0809e-04 - mae: 0.0090 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0812e-04 - mae: 0.0090 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0815e-04 - mae: 0.0090 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0818e-04 - mae: 0.0090 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0820e-04 - mae: 0.0090 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0822e-04 - mae: 0.0090 652/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0823e-04 - mae: 0.0090 661/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0825e-04 - mae: 0.0090 671/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0826e-04 - mae: 0.0090 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0828e-04 - mae: 0.0090 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0835e-04 - mae: 0.0090 702/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0842e-04 - mae: 0.0090 712/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0848e-04 - mae: 0.0090 722/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0853e-04 - mae: 0.0090 732/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0858e-04 - mae: 0.0090 742/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0863e-04 - mae: 0.0090 752/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0868e-04 - mae: 0.0090 762/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0872e-04 - mae: 0.0090 772/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0876e-04 - mae: 0.0090 783/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0880e-04 - mae: 0.0090 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0883e-04 - mae: 0.0090 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0886e-04 - mae: 0.0090 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0888e-04 - mae: 0.0090 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0890e-04 - mae: 0.0090 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0891e-04 - mae: 0.0090 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0893e-04 - mae: 0.0090 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0894e-04 - mae: 0.0090 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0895e-04 - mae: 0.0090 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0896e-04 - mae: 0.0090 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0897e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0897e-04 - mae: 0.0090 - val_loss: 3.5684e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 190/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 8.3053e-05 - mae: 0.0085  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.7423e-04 - mae: 0.0097   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.6249e-04 - mae: 0.0097  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5033e-04 - mae: 0.0096  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4146e-04 - mae: 0.0095  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3562e-04 - mae: 0.0094  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3181e-04 - mae: 0.0093  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2890e-04 - mae: 0.0093  74/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2637e-04 - mae: 0.0092  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2436e-04 - mae: 0.0092  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2258e-04 - mae: 0.0091  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2096e-04 - mae: 0.0091 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1937e-04 - mae: 0.0091 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1801e-04 - mae: 0.0091 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1672e-04 - mae: 0.0090 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1545e-04 - mae: 0.0090 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1434e-04 - mae: 0.0090 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1344e-04 - mae: 0.0090 164/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1258e-04 - mae: 0.0090 174/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1208e-04 - mae: 0.0090 184/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1175e-04 - mae: 0.0090 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1147e-04 - mae: 0.0090 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1125e-04 - mae: 0.0090 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1110e-04 - mae: 0.0090 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1095e-04 - mae: 0.0090 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1083e-04 - mae: 0.0090 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1069e-04 - mae: 0.0090 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1057e-04 - mae: 0.0090 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1049e-04 - mae: 0.0090 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1037e-04 - mae: 0.0090 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1025e-04 - mae: 0.0090 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1010e-04 - mae: 0.0090 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0996e-04 - mae: 0.0090 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0982e-04 - mae: 0.0090 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0969e-04 - mae: 0.0090 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0958e-04 - mae: 0.0090 342/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0947e-04 - mae: 0.0090 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0936e-04 - mae: 0.0090 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0923e-04 - mae: 0.0090 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0913e-04 - mae: 0.0090 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0904e-04 - mae: 0.0090 395/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0900e-04 - mae: 0.0090 404/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0900e-04 - mae: 0.0090 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0898e-04 - mae: 0.0090 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0895e-04 - mae: 0.0090 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0892e-04 - mae: 0.0090 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0889e-04 - mae: 0.0090 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0885e-04 - mae: 0.0090 457/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0881e-04 - mae: 0.0090 466/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0875e-04 - mae: 0.0090 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0869e-04 - mae: 0.0090 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0862e-04 - mae: 0.0090 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0855e-04 - mae: 0.0090 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0848e-04 - mae: 0.0090 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0840e-04 - mae: 0.0090 524/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0833e-04 - mae: 0.0090 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0826e-04 - mae: 0.0089 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0820e-04 - mae: 0.0089 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0815e-04 - mae: 0.0089 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0812e-04 - mae: 0.0089 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0809e-04 - mae: 0.0089 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0806e-04 - mae: 0.0089 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0803e-04 - mae: 0.0089 604/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0804e-04 - mae: 0.0089 614/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0805e-04 - mae: 0.0089 624/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0805e-04 - mae: 0.0089 634/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0806e-04 - mae: 0.0089 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0806e-04 - mae: 0.0089 654/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0806e-04 - mae: 0.0089 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0805e-04 - mae: 0.0089 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0803e-04 - mae: 0.0089 684/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0803e-04 - mae: 0.0089 694/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0802e-04 - mae: 0.0089 704/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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loss: 1.0820e-04 - mae: 0.0089 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0821e-04 - mae: 0.0089 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0821e-04 - mae: 0.0089 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0822e-04 - mae: 0.0089 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0822e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0822e-04 - mae: 0.0089 - val_loss: 3.5680e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 191/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 23s 26ms/step - loss: 1.9808e-04 - mae: 0.0126  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1034e-04 - mae: 0.0090   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0886e-04 - mae: 0.0089  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0913e-04 - mae: 0.0089  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0813e-04 - mae: 0.0089  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0722e-04 - mae: 0.0089  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0865e-04 - mae: 0.0089  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1126e-04 - mae: 0.0089  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1286e-04 - mae: 0.0089  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1392e-04 - mae: 0.0089  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1460e-04 - mae: 0.0089 103/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1529e-04 - mae: 0.0089 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1564e-04 - mae: 0.0089 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1577e-04 - mae: 0.0089 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1584e-04 - mae: 0.0089 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1587e-04 - mae: 0.0089 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1579e-04 - mae: 0.0089 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1562e-04 - mae: 0.0089 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1543e-04 - mae: 0.0089 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1526e-04 - mae: 0.0090 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1513e-04 - mae: 0.0090 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1496e-04 - mae: 0.0090 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1479e-04 - mae: 0.0090 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1461e-04 - mae: 0.0090 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1440e-04 - mae: 0.0090 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1419e-04 - mae: 0.0089 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1399e-04 - mae: 0.0089 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1382e-04 - mae: 0.0089 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1360e-04 - mae: 0.0089 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1336e-04 - mae: 0.0089 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1311e-04 - mae: 0.0089 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1286e-04 - mae: 0.0089 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1262e-04 - mae: 0.0089 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1238e-04 - mae: 0.0089 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1218e-04 - mae: 0.0089 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1199e-04 - mae: 0.0089 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1180e-04 - mae: 0.0089 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1165e-04 - mae: 0.0089 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1150e-04 - mae: 0.0089 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1136e-04 - mae: 0.0089 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1123e-04 - mae: 0.0089 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1111e-04 - mae: 0.0089 404/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1099e-04 - mae: 0.0089 414/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1088e-04 - mae: 0.0089 424/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1077e-04 - mae: 0.0089 434/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1070e-04 - mae: 0.0089 444/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1062e-04 - mae: 0.0089 454/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1057e-04 - mae: 0.0089 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1050e-04 - mae: 0.0089 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1045e-04 - mae: 0.0089 483/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1039e-04 - mae: 0.0089 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1031e-04 - mae: 0.0089 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1025e-04 - mae: 0.0089 514/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1019e-04 - mae: 0.0089 524/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1012e-04 - mae: 0.0089 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1005e-04 - mae: 0.0089 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0999e-04 - mae: 0.0089 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0993e-04 - mae: 0.0089 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0989e-04 - mae: 0.0089 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0983e-04 - mae: 0.0089 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0978e-04 - mae: 0.0089 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0971e-04 - mae: 0.0089 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0966e-04 - mae: 0.0089 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0919e-04 - mae: 0.0089 - val_loss: 3.5684e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 192/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 1.6989e-04 - mae: 0.0125  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0031e-04 - mae: 0.0086   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0034e-04 - mae: 0.0086  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0735e-04 - mae: 0.0088  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1509e-04 - mae: 0.0088  46/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1863e-04 - mae: 0.0089  54/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.2499e-04 - mae: 0.0089  62/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.3064e-04 - mae: 0.0090  72/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3445e-04 - mae: 0.0091  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3663e-04 - mae: 0.0091  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3728e-04 - mae: 0.0091 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3741e-04 - mae: 0.0091 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3724e-04 - mae: 0.0091 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3687e-04 - mae: 0.0091 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3626e-04 - mae: 0.0091 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3544e-04 - mae: 0.0091 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3455e-04 - mae: 0.0091 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3350e-04 - mae: 0.0090 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3250e-04 - mae: 0.0090 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3165e-04 - mae: 0.0090 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3086e-04 - mae: 0.0090 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3017e-04 - mae: 0.0090 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2955e-04 - mae: 0.0090 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2888e-04 - mae: 0.0090 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2832e-04 - mae: 0.0090 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2769e-04 - mae: 0.0090 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2701e-04 - mae: 0.0090 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2637e-04 - mae: 0.0090 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2586e-04 - mae: 0.0089 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2537e-04 - mae: 0.0089 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2480e-04 - mae: 0.0089 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2437e-04 - mae: 0.0089 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2389e-04 - mae: 0.0089 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2344e-04 - mae: 0.0089 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2301e-04 - mae: 0.0089 340/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2256e-04 - mae: 0.0089 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2223e-04 - mae: 0.0089 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2198e-04 - mae: 0.0089 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2177e-04 - mae: 0.0089 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2153e-04 - mae: 0.0089 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2130e-04 - mae: 0.0089 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2108e-04 - mae: 0.0089 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2087e-04 - mae: 0.0089 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2069e-04 - mae: 0.0089 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2053e-04 - mae: 0.0089 434/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2036e-04 - mae: 0.0089 443/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2019e-04 - mae: 0.0089 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2001e-04 - mae: 0.0089 462/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1981e-04 - mae: 0.0089 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1962e-04 - mae: 0.0089 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1943e-04 - mae: 0.0089 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1926e-04 - mae: 0.0089 501/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1908e-04 - mae: 0.0089 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1890e-04 - mae: 0.0089 521/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 9.5213e-05 - mae: 0.0088  72/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6118e-05 - mae: 0.0088  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6724e-05 - mae: 0.0088  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7025e-05 - mae: 0.0088 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7249e-05 - mae: 0.0088 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7266e-05 - mae: 0.0088 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7270e-05 - mae: 0.0088 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7486e-05 - mae: 0.0088 140/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7667e-05 - mae: 0.0088 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7883e-05 - mae: 0.0088 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7966e-05 - mae: 0.0088 170/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8007e-05 - mae: 0.0088 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8066e-05 - mae: 0.0088 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8066e-05 - mae: 0.0088 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8068e-05 - mae: 0.0088 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8046e-05 - mae: 0.0088 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7983e-05 - mae: 0.0088 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.7886e-05 - mae: 0.0088 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7769e-05 - mae: 0.0088 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7633e-05 - mae: 0.0088 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7597e-05 - mae: 0.0088 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7725e-05 - mae: 0.0088 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7906e-05 - mae: 0.0088 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8119e-05 - mae: 0.0088 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8312e-05 - mae: 0.0088 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8497e-05 - mae: 0.0088 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8652e-05 - mae: 0.0088 331/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8824e-05 - mae: 0.0088 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0397e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0397e-04 - mae: 0.0089 - val_loss: 3.5816e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 195/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 24ms/step - loss: 8.7769e-05 - mae: 0.0086  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1273e-05 - mae: 0.0089   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.1966e-05 - mae: 0.0088  29/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.3568e-05 - mae: 0.0089  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5575e-05 - mae: 0.0089  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7236e-05 - mae: 0.0090  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7719e-05 - mae: 0.0090  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7736e-05 - mae: 0.0090  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7732e-05 - mae: 0.0090  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7655e-05 - mae: 0.0090 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7513e-05 - mae: 0.0090 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7716e-05 - mae: 0.0089 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7770e-05 - mae: 0.0089 130/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7827e-05 - mae: 0.0089 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7910e-05 - mae: 0.0089 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7998e-05 - mae: 0.0089 160/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8082e-05 - mae: 0.0089 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8179e-05 - mae: 0.0089 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8224e-05 - mae: 0.0089 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8270e-05 - mae: 0.0089 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8346e-05 - mae: 0.0089 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8427e-05 - mae: 0.0089 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8464e-05 - mae: 0.0089 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8500e-05 - mae: 0.0089 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8507e-05 - mae: 0.0089 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0894e-04 - mae: 0.0092  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2319e-04 - mae: 0.0094  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2763e-04 - mae: 0.0094  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2891e-04 - mae: 0.0094  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3000e-04 - mae: 0.0094  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3041e-04 - mae: 0.0095  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3017e-04 - mae: 0.0095  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3002e-04 - mae: 0.0095  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2977e-04 - mae: 0.0095 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3010e-04 - mae: 0.0095 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3064e-04 - mae: 0.0095 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3088e-04 - mae: 0.0095 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3100e-04 - mae: 0.0095 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3091e-04 - mae: 0.0095 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0582e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0584e-04 - mae: 0.0089 - val_loss: 3.5656e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 198/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 23ms/step - loss: 1.6118e-04 - mae: 0.0109  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8089e-05 - mae: 0.0088   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1818e-04 - mae: 0.0089  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2479e-04 - mae: 0.0091  37/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2841e-04 - mae: 0.0092  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3025e-04 - mae: 0.0093  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2999e-04 - mae: 0.0093  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2942e-04 - mae: 0.0094  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2876e-04 - mae: 0.0094  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2794e-04 - mae: 0.0094  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2686e-04 - mae: 0.0093 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2575e-04 - mae: 0.0093 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2469e-04 - mae: 0.0093 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2390e-04 - mae: 0.0093 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2314e-04 - mae: 0.0093 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2242e-04 - mae: 0.0092 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2196e-04 - mae: 0.0092 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2145e-04 - mae: 0.0092 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2096e-04 - mae: 0.0092 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2046e-04 - mae: 0.0092 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2002e-04 - mae: 0.0092 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1959e-04 - mae: 0.0092 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1917e-04 - mae: 0.0092 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1876e-04 - mae: 0.0092 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1835e-04 - mae: 0.0092 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1799e-04 - mae: 0.0092 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1765e-04 - mae: 0.0092 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1735e-04 - mae: 0.0092 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1709e-04 - mae: 0.0092 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1688e-04 - mae: 0.0092 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1668e-04 - mae: 0.0092 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1648e-04 - mae: 0.0092 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1627e-04 - mae: 0.0092 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1605e-04 - mae: 0.0092 334/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1582e-04 - mae: 0.0092 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1567e-04 - mae: 0.0092 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1550e-04 - mae: 0.0092 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1535e-04 - mae: 0.0092 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1517e-04 - mae: 0.0092 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1500e-04 - mae: 0.0092 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1484e-04 - mae: 0.0092 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1466e-04 - mae: 0.0092 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1451e-04 - mae: 0.0092 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1438e-04 - mae: 0.0092 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1421e-04 - mae: 0.0092 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1404e-04 - mae: 0.0092 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1384e-04 - mae: 0.0091 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1365e-04 - mae: 0.0091 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1348e-04 - mae: 0.0091 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1330e-04 - mae: 0.0091 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1313e-04 - mae: 0.0091 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1300e-04 - mae: 0.0091 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1293e-04 - mae: 0.0091 521/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1286e-04 - mae: 0.0091 530/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1280e-04 - mae: 0.0091 540/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1274e-04 - mae: 0.0091 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1269e-04 - mae: 0.0091 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1264e-04 - mae: 0.0091 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1262e-04 - mae: 0.0091 579/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1261e-04 - mae: 0.0091 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1259e-04 - mae: 0.0091 598/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1256e-04 - mae: 0.0091 608/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1253e-04 - mae: 0.0091 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1250e-04 - mae: 0.0091 628/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1247e-04 - mae: 0.0091 638/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1244e-04 - mae: 0.0091 647/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1241e-04 - mae: 0.0091 657/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1238e-04 - mae: 0.0091 666/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1235e-04 - mae: 0.0091 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1232e-04 - mae: 0.0091 684/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1229e-04 - mae: 0.0091 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1224e-04 - mae: 0.0091 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1220e-04 - mae: 0.0091 714/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1216e-04 - mae: 0.0091 724/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1212e-04 - mae: 0.0091 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1208e-04 - mae: 0.0091 744/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1205e-04 - mae: 0.0091 754/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1201e-04 - mae: 0.0091 763/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1197e-04 - mae: 0.0091 772/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1194e-04 - mae: 0.0091 783/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1191e-04 - mae: 0.0091 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1188e-04 - mae: 0.0091 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1186e-04 - mae: 0.0091 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1184e-04 - mae: 0.0091 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1181e-04 - mae: 0.0091 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1179e-04 - mae: 0.0091 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1177e-04 - mae: 0.0091 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1175e-04 - mae: 0.0091 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1172e-04 - mae: 0.0091 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1169e-04 - mae: 0.0091 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1165e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1163e-04 - mae: 0.0091 - val_loss: 3.5746e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 199/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.0094e-04 - mae: 0.0089  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8394e-05 - mae: 0.0084   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0545e-04 - mae: 0.0087  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2281e-04 - mae: 0.0088  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2840e-04 - mae: 0.0089  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3026e-04 - mae: 0.0090  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3058e-04 - mae: 0.0091  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2983e-04 - mae: 0.0091  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2879e-04 - mae: 0.0091  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2833e-04 - mae: 0.0091  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2777e-04 - mae: 0.0091 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2723e-04 - mae: 0.0091 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2651e-04 - mae: 0.0091 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2583e-04 - mae: 0.0091 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2508e-04 - mae: 0.0091 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2435e-04 - mae: 0.0091 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2349e-04 - mae: 0.0091 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2282e-04 - mae: 0.0091 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2216e-04 - mae: 0.0091 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2146e-04 - mae: 0.0091 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2084e-04 - mae: 0.0091 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2031e-04 - mae: 0.0091 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1987e-04 - mae: 0.0091 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1942e-04 - mae: 0.0091 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1897e-04 - mae: 0.0091 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1851e-04 - mae: 0.0091 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1805e-04 - mae: 0.0090 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1762e-04 - mae: 0.0090 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1715e-04 - mae: 0.0090 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1674e-04 - mae: 0.0090 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1641e-04 - mae: 0.0090 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1607e-04 - mae: 0.0090 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1578e-04 - mae: 0.0090 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1553e-04 - mae: 0.0090 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1523e-04 - mae: 0.0090 338/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1495e-04 - mae: 0.0090 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1465e-04 - mae: 0.0090 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1436e-04 - mae: 0.0090 368/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1408e-04 - mae: 0.0090 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1383e-04 - mae: 0.0090 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1357e-04 - mae: 0.0090 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1334e-04 - mae: 0.0090 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1310e-04 - mae: 0.0090 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1286e-04 - mae: 0.0090 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1264e-04 - mae: 0.0090 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1244e-04 - mae: 0.0090 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1223e-04 - mae: 0.0090 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1201e-04 - mae: 0.0090 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1185e-04 - mae: 0.0090 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1168e-04 - mae: 0.0090 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1150e-04 - mae: 0.0090 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1131e-04 - mae: 0.0090 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1115e-04 - mae: 0.0090 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1098e-04 - mae: 0.0090 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1083e-04 - mae: 0.0090 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1068e-04 - mae: 0.0090 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1055e-04 - mae: 0.0090 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1042e-04 - mae: 0.0089 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1030e-04 - mae: 0.0089 575/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1017e-04 - mae: 0.0089 585/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1005e-04 - mae: 0.0089 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0995e-04 - mae: 0.0089 602/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0984e-04 - mae: 0.0089 612/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0972e-04 - mae: 0.0089 622/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0962e-04 - mae: 0.0089 632/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0952e-04 - mae: 0.0089 643/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0942e-04 - mae: 0.0089 652/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0933e-04 - mae: 0.0089 661/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0925e-04 - mae: 0.0089 671/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0915e-04 - mae: 0.0089 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0906e-04 - mae: 0.0089 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0898e-04 - mae: 0.0089 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0890e-04 - mae: 0.0089 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0882e-04 - mae: 0.0089 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0873e-04 - mae: 0.0089 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0866e-04 - mae: 0.0089 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0858e-04 - mae: 0.0089 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0852e-04 - mae: 0.0089 759/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0845e-04 - mae: 0.0089 769/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0840e-04 - mae: 0.0089 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0835e-04 - mae: 0.0089 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0830e-04 - mae: 0.0089 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0825e-04 - mae: 0.0089 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0822e-04 - mae: 0.0089 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0818e-04 - mae: 0.0089 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0814e-04 - mae: 0.0089 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0810e-04 - mae: 0.0089 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0807e-04 - mae: 0.0089 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0804e-04 - mae: 0.0089 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0802e-04 - mae: 0.0089 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0803e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0803e-04 - mae: 0.0089 - val_loss: 3.5780e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 200/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 23ms/step - loss: 4.6634e-05 - mae: 0.0060  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 8.7229e-05 - mae: 0.0080   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1818e-05 - mae: 0.0083  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0898e-05 - mae: 0.0083  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1042e-05 - mae: 0.0083  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1671e-05 - mae: 0.0084  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2250e-05 - mae: 0.0085  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 9.6693e-05 - mae: 0.0087 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7271e-05 - mae: 0.0087 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8196e-05 - mae: 0.0087 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8913e-05 - mae: 0.0087 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9596e-05 - mae: 0.0087 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0024e-04 - mae: 0.0087 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0076e-04 - mae: 0.0087 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0129e-04 - mae: 0.0088 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0181e-04 - mae: 0.0088 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0225e-04 - mae: 0.0088 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0266e-04 - mae: 0.0088 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0302e-04 - mae: 0.0088 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0337e-04 - mae: 0.0088 334/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0367e-04 - mae: 0.0088 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0712e-04 - mae: 0.0088 - val_loss: 3.5636e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 201/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 6.8172e-05 - mae: 0.0082  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.5307e-05 - mae: 0.0090   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0980e-04 - mae: 0.0096  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1418e-04 - mae: 0.0098  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1400e-04 - mae: 0.0098  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1354e-04 - mae: 0.0097  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1491e-04 - mae: 0.0097  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1553e-04 - mae: 0.0097  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1535e-04 - mae: 0.0096  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1496e-04 - mae: 0.0095  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1464e-04 - mae: 0.0095 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1409e-04 - mae: 0.0094 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1358e-04 - mae: 0.0094 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1312e-04 - mae: 0.0094 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1271e-04 - mae: 0.0093 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1237e-04 - mae: 0.0093 155/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1212e-04 - mae: 0.0093 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1194e-04 - mae: 0.0093 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1243e-04 - mae: 0.0093 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1274e-04 - mae: 0.0093 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1294e-04 - mae: 0.0093 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1310e-04 - mae: 0.0093 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1317e-04 - mae: 0.0093 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1320e-04 - mae: 0.0092 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1322e-04 - mae: 0.0092 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1320e-04 - mae: 0.0092 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1314e-04 - mae: 0.0092 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1305e-04 - mae: 0.0092 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1291e-04 - mae: 0.0092 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1280e-04 - mae: 0.0092 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1269e-04 - mae: 0.0092 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1258e-04 - mae: 0.0092 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1246e-04 - mae: 0.0092 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1233e-04 - mae: 0.0092 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1217e-04 - mae: 0.0091 334/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1202e-04 - mae: 0.0091 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1188e-04 - mae: 0.0091 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1178e-04 - mae: 0.0091 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1168e-04 - mae: 0.0091 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1159e-04 - mae: 0.0091 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1152e-04 - mae: 0.0091 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1142e-04 - mae: 0.0091 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1136e-04 - mae: 0.0091 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1130e-04 - mae: 0.0091 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1123e-04 - mae: 0.0091 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1115e-04 - mae: 0.0091 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1107e-04 - mae: 0.0091 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1100e-04 - mae: 0.0091 457/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1093e-04 - mae: 0.0091 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1086e-04 - mae: 0.0091 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1079e-04 - mae: 0.0091 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1073e-04 - mae: 0.0091 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1068e-04 - mae: 0.0091 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1061e-04 - mae: 0.0091 514/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0860e-04 - mae: 0.0089 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0883e-04 - mae: 0.0089 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0903e-04 - mae: 0.0089 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0904e-04 - mae: 0.0089 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0900e-04 - mae: 0.0089 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0908e-04 - mae: 0.0089 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0921e-04 - mae: 0.0089 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0933e-04 - mae: 0.0089 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0940e-04 - mae: 0.0089 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0943e-04 - mae: 0.0089 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0940e-04 - mae: 0.0089 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0935e-04 - mae: 0.0089 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0929e-04 - mae: 0.0089 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0922e-04 - mae: 0.0089 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.1208e-04 - mae: 0.0094  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0940e-04 - mae: 0.0093  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0751e-04 - mae: 0.0093  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0590e-04 - mae: 0.0092  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0449e-04 - mae: 0.0092 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0351e-04 - mae: 0.0091 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0273e-04 - mae: 0.0091 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0224e-04 - mae: 0.0091 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0181e-04 - mae: 0.0091 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0158e-04 - mae: 0.0090 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0142e-04 - mae: 0.0090 155/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0130e-04 - mae: 0.0090 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0120e-04 - mae: 0.0090 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0112e-04 - mae: 0.0090 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0110e-04 - mae: 0.0090 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0108e-04 - mae: 0.0090 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0115e-04 - mae: 0.0090 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0127e-04 - mae: 0.0090 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0134e-04 - mae: 0.0090 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0139e-04 - mae: 0.0090 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0139e-04 - mae: 0.0090 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0138e-04 - mae: 0.0090 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0135e-04 - mae: 0.0090 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0132e-04 - mae: 0.0090 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0131e-04 - mae: 0.0090 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0128e-04 - mae: 0.0090 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0129e-04 - mae: 0.0090 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0130e-04 - mae: 0.0090 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0307e-04 - mae: 0.0089 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0312e-04 - mae: 0.0089 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0317e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0318e-04 - mae: 0.0089 - val_loss: 3.5640e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 204/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 16s 19ms/step - loss: 9.9517e-05 - mae: 0.0099  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7318e-05 - mae: 0.0090   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6674e-05 - mae: 0.0088  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5663e-05 - mae: 0.0087  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5979e-05 - mae: 0.0087  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7053e-05 - mae: 0.0088  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7709e-05 - mae: 0.0088  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8956e-05 - mae: 0.0089  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0047e-04 - mae: 0.0089  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0147e-04 - mae: 0.0089  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0202e-04 - mae: 0.0089 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0238e-04 - mae: 0.0089 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0253e-04 - mae: 0.0089 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0254e-04 - mae: 0.0089 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0260e-04 - mae: 0.0089 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0266e-04 - mae: 0.0089 156/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0268e-04 - mae: 0.0089 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0267e-04 - mae: 0.0089 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0265e-04 - mae: 0.0089 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0258e-04 - mae: 0.0089 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0251e-04 - mae: 0.0089 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0241e-04 - mae: 0.0089 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0240e-04 - mae: 0.0089 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0245e-04 - mae: 0.0089 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0251e-04 - mae: 0.0089 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0259e-04 - mae: 0.0089 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0268e-04 - mae: 0.0089 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0277e-04 - mae: 0.0089 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0294e-04 - mae: 0.0089 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0314e-04 - mae: 0.0089 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0332e-04 - mae: 0.0089 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0345e-04 - mae: 0.0089 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0355e-04 - mae: 0.0089 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0364e-04 - mae: 0.0089 329/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0372e-04 - mae: 0.0089 338/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0384e-04 - mae: 0.0089 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0394e-04 - mae: 0.0089 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0500e-04 - mae: 0.0090 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0503e-04 - mae: 0.0090 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0504e-04 - mae: 0.0090 523/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0506e-04 - mae: 0.0090 533/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0507e-04 - mae: 0.0090 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0508e-04 - mae: 0.0090 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0510e-04 - mae: 0.0090 562/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0511e-04 - mae: 0.0090 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0511e-04 - mae: 0.0090 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0512e-04 - mae: 0.0090 590/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0511e-04 - mae: 0.0090 599/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0510e-04 - mae: 0.0090 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0509e-04 - mae: 0.0090 619/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0507e-04 - mae: 0.0090 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0507e-04 - mae: 0.0090 639/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0508e-04 - mae: 0.0090 649/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0511e-04 - mae: 0.0090 659/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0514e-04 - mae: 0.0090 669/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0517e-04 - mae: 0.0090 679/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0519e-04 - mae: 0.0090 689/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0521e-04 - mae: 0.0090 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0523e-04 - mae: 0.0090 708/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0524e-04 - mae: 0.0090 717/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0526e-04 - mae: 0.0090 728/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0529e-04 - mae: 0.0090 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0531e-04 - mae: 0.0090 749/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0533e-04 - mae: 0.0090 757/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0538e-04 - mae: 0.0090 766/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0544e-04 - mae: 0.0090 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0549e-04 - mae: 0.0090 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0554e-04 - mae: 0.0090 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0559e-04 - mae: 0.0090 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0564e-04 - mae: 0.0090 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0568e-04 - mae: 0.0090 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0573e-04 - mae: 0.0090 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0578e-04 - mae: 0.0090 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0583e-04 - mae: 0.0090 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0587e-04 - mae: 0.0090 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0591e-04 - mae: 0.0090 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0594e-04 - mae: 0.0090 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0597e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0599e-04 - mae: 0.0090 - val_loss: 3.5757e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 205/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 23ms/step - loss: 9.9789e-05 - mae: 0.0103  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2240e-04 - mae: 0.0095   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1543e-04 - mae: 0.0095  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1326e-04 - mae: 0.0095  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1158e-04 - mae: 0.0094  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0982e-04 - mae: 0.0094  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0862e-04 - mae: 0.0093  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0806e-04 - mae: 0.0093  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0746e-04 - mae: 0.0093  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0732e-04 - mae: 0.0093  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0790e-04 - mae: 0.0093 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0844e-04 - mae: 0.0093 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0879e-04 - 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loss: 8.8954e-05 - mae: 0.0082  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1580e-05 - mae: 0.0083  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3864e-05 - mae: 0.0084  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5460e-05 - mae: 0.0085  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8186e-05 - mae: 0.0085 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0100e-04 - mae: 0.0086 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0312e-04 - mae: 0.0086 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0517e-04 - mae: 0.0087 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0711e-04 - mae: 0.0087 148/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0887e-04 - mae: 0.0088 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1035e-04 - mae: 0.0088 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1136e-04 - mae: 0.0088 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1210e-04 - mae: 0.0088 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1292e-04 - mae: 0.0088 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1364e-04 - mae: 0.0089 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1417e-04 - mae: 0.0089 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1455e-04 - mae: 0.0089 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1493e-04 - mae: 0.0089 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1521e-04 - mae: 0.0089 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1544e-04 - mae: 0.0089 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1570e-04 - mae: 0.0089 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1594e-04 - mae: 0.0089 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1614e-04 - mae: 0.0089 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1631e-04 - mae: 0.0089 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1647e-04 - mae: 0.0089 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1660e-04 - mae: 0.0089 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1669e-04 - mae: 0.0090 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1678e-04 - mae: 0.0090 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1687e-04 - mae: 0.0090 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1694e-04 - mae: 0.0090 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1698e-04 - mae: 0.0090 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1699e-04 - mae: 0.0090 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1703e-04 - mae: 0.0090 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1708e-04 - mae: 0.0090 395/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1712e-04 - mae: 0.0090 404/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1713e-04 - mae: 0.0090 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1715e-04 - mae: 0.0090 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1718e-04 - mae: 0.0090 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1719e-04 - mae: 0.0090 444/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1720e-04 - mae: 0.0090 454/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1723e-04 - mae: 0.0090 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1727e-04 - mae: 0.0090 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1729e-04 - mae: 0.0090 481/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1732e-04 - mae: 0.0090 490/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1735e-04 - mae: 0.0090 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1736e-04 - mae: 0.0090 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1736e-04 - mae: 0.0090 520/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1736e-04 - mae: 0.0090 531/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1735e-04 - mae: 0.0090 540/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1733e-04 - mae: 0.0090 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1731e-04 - mae: 0.0090 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1729e-04 - mae: 0.0090 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1726e-04 - mae: 0.0090 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1726e-04 - mae: 0.0090 588/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1725e-04 - mae: 0.0090 598/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1725e-04 - mae: 0.0090 608/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1723e-04 - mae: 0.0090 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1721e-04 - mae: 0.0090 628/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1719e-04 - mae: 0.0090 638/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1716e-04 - mae: 0.0090 647/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1714e-04 - mae: 0.0090 657/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1711e-04 - mae: 0.0090 667/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1708e-04 - mae: 0.0090 677/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1704e-04 - mae: 0.0090 686/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1700e-04 - mae: 0.0090 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1697e-04 - mae: 0.0090 704/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1694e-04 - mae: 0.0090 713/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1691e-04 - mae: 0.0091 723/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1687e-04 - mae: 0.0091 733/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1683e-04 - mae: 0.0091 743/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1679e-04 - mae: 0.0091 752/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1674e-04 - mae: 0.0091 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1669e-04 - mae: 0.0091 770/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1664e-04 - mae: 0.0091 780/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1659e-04 - mae: 0.0091 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1653e-04 - mae: 0.0091 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1648e-04 - mae: 0.0091 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1642e-04 - mae: 0.0091 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1636e-04 - mae: 0.0091 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1631e-04 - mae: 0.0091 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1626e-04 - mae: 0.0091 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1620e-04 - mae: 0.0091 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1614e-04 - mae: 0.0091 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1610e-04 - mae: 0.0091 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1603e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1598e-04 - mae: 0.0090 - val_loss: 3.5832e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 208/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.4094e-04 - mae: 0.0113  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.2589e-04 - mae: 0.0095   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.2786e-04 - mae: 0.0095  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2558e-04 - mae: 0.0094  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2349e-04 - mae: 0.0093  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2057e-04 - mae: 0.0092  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1794e-04 - mae: 0.0091  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1640e-04 - mae: 0.0090  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1526e-04 - mae: 0.0090  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1410e-04 - mae: 0.0090  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1318e-04 - mae: 0.0089 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1254e-04 - mae: 0.0089 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1234e-04 - mae: 0.0089 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1217e-04 - mae: 0.0089 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1196e-04 - mae: 0.0089 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1178e-04 - mae: 0.0089 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1166e-04 - mae: 0.0089 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1152e-04 - mae: 0.0089 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1129e-04 - mae: 0.0089 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1110e-04 - mae: 0.0089 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1096e-04 - mae: 0.0089 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1082e-04 - mae: 0.0089 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1063e-04 - mae: 0.0089 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1044e-04 - mae: 0.0089 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1020e-04 - mae: 0.0089 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0994e-04 - mae: 0.0089 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0973e-04 - mae: 0.0089 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0953e-04 - mae: 0.0089 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0935e-04 - mae: 0.0089 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0915e-04 - mae: 0.0089 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0894e-04 - mae: 0.0089 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0869e-04 - mae: 0.0089 309/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0845e-04 - mae: 0.0089 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0816e-04 - mae: 0.0089 329/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0794e-04 - mae: 0.0089 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0771e-04 - mae: 0.0089 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0755e-04 - mae: 0.0089 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0738e-04 - mae: 0.0089 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0725e-04 - mae: 0.0089 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0729e-04 - mae: 0.0089 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0733e-04 - mae: 0.0089 395/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0734e-04 - mae: 0.0089 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0735e-04 - mae: 0.0089 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0735e-04 - mae: 0.0089 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0735e-04 - mae: 0.0089 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0734e-04 - mae: 0.0089 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0732e-04 - mae: 0.0088 454/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0729e-04 - mae: 0.0088 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0725e-04 - mae: 0.0088 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0722e-04 - mae: 0.0088 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0718e-04 - mae: 0.0088 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0713e-04 - mae: 0.0088 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0709e-04 - mae: 0.0088 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0706e-04 - mae: 0.0088 524/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0705e-04 - mae: 0.0088 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0703e-04 - mae: 0.0088 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0703e-04 - mae: 0.0088 552/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0702e-04 - mae: 0.0088 562/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0703e-04 - mae: 0.0088 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0703e-04 - mae: 0.0088 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0703e-04 - mae: 0.0088 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0705e-04 - mae: 0.0088 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0705e-04 - mae: 0.0088 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0705e-04 - mae: 0.0088 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0705e-04 - mae: 0.0088 631/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0705e-04 - mae: 0.0088 641/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0705e-04 - mae: 0.0088 651/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0716e-04 - mae: 0.0088 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0717e-04 - mae: 0.0088 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0717e-04 - mae: 0.0088 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0716e-04 - mae: 0.0088 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0716e-04 - mae: 0.0088 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0717e-04 - mae: 0.0088 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0717e-04 - mae: 0.0088 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0718e-04 - mae: 0.0088 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0717e-04 - mae: 0.0088 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0717e-04 - mae: 0.0088 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0717e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0717e-04 - mae: 0.0088 - val_loss: 3.5710e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 209/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 6.3170e-05 - mae: 0.0084  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 9.4872e-05 - mae: 0.0087 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5740e-05 - mae: 0.0087 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6495e-05 - mae: 0.0088 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7105e-05 - mae: 0.0088 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7673e-05 - mae: 0.0088 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8121e-05 - mae: 0.0088 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8475e-05 - mae: 0.0088 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8772e-05 - mae: 0.0088 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9052e-05 - mae: 0.0088 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9284e-05 - mae: 0.0088 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9475e-05 - mae: 0.0088 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9649e-05 - mae: 0.0088 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9854e-05 - mae: 0.0088 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0012e-04 - mae: 0.0088 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0032e-04 - mae: 0.0088 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0052e-04 - mae: 0.0088 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0069e-04 - mae: 0.0088 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0086e-04 - mae: 0.0088 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0102e-04 - mae: 0.0088 334/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0114e-04 - mae: 0.0088 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0126e-04 - mae: 0.0089 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0138e-04 - mae: 0.0089 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0151e-04 - mae: 0.0089 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0162e-04 - mae: 0.0089 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0177e-04 - mae: 0.0089 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0188e-04 - mae: 0.0089 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0197e-04 - mae: 0.0089 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0207e-04 - mae: 0.0089 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0216e-04 - mae: 0.0089 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0225e-04 - mae: 0.0089 442/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0235e-04 - mae: 0.0089 453/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0249e-04 - mae: 0.0089 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0267e-04 - mae: 0.0089 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0280e-04 - mae: 0.0089 481/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0290e-04 - mae: 0.0089 490/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0301e-04 - mae: 0.0089 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0312e-04 - mae: 0.0089 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0323e-04 - mae: 0.0089 519/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0331e-04 - mae: 0.0089 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0342e-04 - mae: 0.0089 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0351e-04 - mae: 0.0089 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0358e-04 - mae: 0.0089 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0669e-04 - mae: 0.0087 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0682e-04 - mae: 0.0087 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0695e-04 - mae: 0.0087 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0688e-04 - mae: 0.0087 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0678e-04 - mae: 0.0087 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0665e-04 - mae: 0.0087 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0647e-04 - mae: 0.0088 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0625e-04 - mae: 0.0088 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0604e-04 - mae: 0.0088 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0580e-04 - mae: 0.0088 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0556e-04 - mae: 0.0088 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0533e-04 - mae: 0.0088 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0511e-04 - mae: 0.0088 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0496e-04 - mae: 0.0088 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 9.9451e-05 - mae: 0.0091   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0022e-04 - mae: 0.0091  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0496e-04 - mae: 0.0092  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0675e-04 - mae: 0.0093  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0757e-04 - mae: 0.0093  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0775e-04 - mae: 0.0093  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0733e-04 - mae: 0.0093  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0712e-04 - mae: 0.0093  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0842e-04 - mae: 0.0093 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0925e-04 - mae: 0.0093 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0966e-04 - mae: 0.0093 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1044e-04 - mae: 0.0093 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1163e-04 - mae: 0.0093 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1250e-04 - mae: 0.0093 151/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1330e-04 - mae: 0.0093 160/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1385e-04 - mae: 0.0092 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1438e-04 - mae: 0.0092 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1478e-04 - mae: 0.0092 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1510e-04 - mae: 0.0092 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1551e-04 - mae: 0.0092 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1575e-04 - mae: 0.0092 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1599e-04 - mae: 0.0092 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1617e-04 - mae: 0.0092 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1628e-04 - mae: 0.0092 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1636e-04 - mae: 0.0092 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1638e-04 - mae: 0.0092 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1641e-04 - mae: 0.0092 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1640e-04 - mae: 0.0092 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0196e-04 - mae: 0.0087 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0205e-04 - mae: 0.0087 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0213e-04 - mae: 0.0087 524/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0222e-04 - mae: 0.0087 533/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0230e-04 - mae: 0.0087 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0236e-04 - mae: 0.0087 551/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0244e-04 - mae: 0.0087 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0253e-04 - mae: 0.0087 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0261e-04 - mae: 0.0087 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0267e-04 - mae: 0.0088 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0274e-04 - mae: 0.0088 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0279e-04 - mae: 0.0088 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0283e-04 - mae: 0.0088 619/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0288e-04 - mae: 0.0088 628/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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mae: 0.0085 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7716e-05 - mae: 0.0085 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8104e-05 - mae: 0.0086 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8398e-05 - mae: 0.0086 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8595e-05 - mae: 0.0086 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8795e-05 - mae: 0.0086 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8908e-05 - mae: 0.0086 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9076e-05 - mae: 0.0086 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9187e-05 - mae: 0.0086 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9283e-05 - mae: 0.0086 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9343e-05 - mae: 0.0087 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9333e-05 - mae: 0.0087 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9262e-05 - mae: 0.0087 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9154e-05 - mae: 0.0087 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9067e-05 - mae: 0.0087 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9007e-05 - mae: 0.0087 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8954e-05 - mae: 0.0087 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8945e-05 - mae: 0.0087 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9006e-05 - mae: 0.0087 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9082e-05 - mae: 0.0087 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9165e-05 - mae: 0.0087 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9240e-05 - mae: 0.0087 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9346e-05 - mae: 0.0087 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9435e-05 - mae: 0.0087 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9508e-05 - mae: 0.0087 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9594e-05 - mae: 0.0087 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9683e-05 - mae: 0.0087 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9767e-05 - mae: 0.0087 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9846e-05 - mae: 0.0087 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0004e-04 - mae: 0.0087 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0027e-04 - mae: 0.0087 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0050e-04 - mae: 0.0087 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0072e-04 - mae: 0.0087 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0093e-04 - mae: 0.0087 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0112e-04 - mae: 0.0087 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0130e-04 - mae: 0.0087 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0146e-04 - mae: 0.0087 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0162e-04 - mae: 0.0087 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0179e-04 - mae: 0.0087 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0196e-04 - mae: 0.0087 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0213e-04 - mae: 0.0087 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0236e-04 - mae: 0.0087 524/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0256e-04 - mae: 0.0088 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0276e-04 - mae: 0.0088 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0293e-04 - mae: 0.0088 552/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0308e-04 - mae: 0.0088 562/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0324e-04 - mae: 0.0088 572/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0339e-04 - mae: 0.0088 582/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0353e-04 - mae: 0.0088 592/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0365e-04 - mae: 0.0088 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0375e-04 - mae: 0.0088 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0386e-04 - mae: 0.0088 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0397e-04 - mae: 0.0088 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0405e-04 - mae: 0.0088 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0415e-04 - mae: 0.0088 650/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0423e-04 - mae: 0.0088 659/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0431e-04 - mae: 0.0088 670/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0439e-04 - mae: 0.0088 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0446e-04 - mae: 0.0088 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0452e-04 - mae: 0.0088 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0457e-04 - mae: 0.0088 710/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0463e-04 - mae: 0.0088 720/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0468e-04 - mae: 0.0088 730/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0474e-04 - mae: 0.0088 740/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0480e-04 - mae: 0.0088 750/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0485e-04 - mae: 0.0088 760/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0490e-04 - mae: 0.0088 769/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0494e-04 - mae: 0.0088 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0499e-04 - mae: 0.0088 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0503e-04 - mae: 0.0088 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0506e-04 - mae: 0.0088 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0509e-04 - mae: 0.0088 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0513e-04 - mae: 0.0088 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0517e-04 - mae: 0.0088 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0520e-04 - mae: 0.0088 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0524e-04 - mae: 0.0088 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0527e-04 - mae: 0.0088 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0530e-04 - mae: 0.0088 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0532e-04 - mae: 0.0088 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0534e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0535e-04 - mae: 0.0088 - val_loss: 3.5599e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 216/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 24ms/step - loss: 1.1723e-04 - mae: 0.0100  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6705e-04 - mae: 0.0102   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.7020e-04 - mae: 0.0099  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6014e-04 - mae: 0.0096  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5064e-04 - mae: 0.0094  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4415e-04 - mae: 0.0092  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3853e-04 - mae: 0.0091  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3386e-04 - mae: 0.0091  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3124e-04 - mae: 0.0090  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3108e-04 - mae: 0.0090 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3079e-04 - mae: 0.0090 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3024e-04 - mae: 0.0090 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2963e-04 - mae: 0.0090 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2889e-04 - mae: 0.0090 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2817e-04 - mae: 0.0090 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2736e-04 - mae: 0.0090 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2657e-04 - mae: 0.0090 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2581e-04 - mae: 0.0089 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2522e-04 - mae: 0.0089 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2460e-04 - mae: 0.0089 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2400e-04 - mae: 0.0089 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2350e-04 - mae: 0.0089 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2299e-04 - mae: 0.0089 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2249e-04 - mae: 0.0089 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2195e-04 - mae: 0.0089 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2153e-04 - mae: 0.0089 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2110e-04 - mae: 0.0089 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2065e-04 - mae: 0.0089 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2027e-04 - mae: 0.0089 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1992e-04 - mae: 0.0089 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1954e-04 - mae: 0.0089 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1925e-04 - mae: 0.0089 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1896e-04 - mae: 0.0089 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1869e-04 - mae: 0.0089 336/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1841e-04 - mae: 0.0089 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1815e-04 - mae: 0.0089 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1789e-04 - mae: 0.0089 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1766e-04 - mae: 0.0089 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1740e-04 - mae: 0.0089 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1721e-04 - mae: 0.0089 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1699e-04 - mae: 0.0089 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1678e-04 - mae: 0.0089 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1655e-04 - mae: 0.0089 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1634e-04 - mae: 0.0089 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1613e-04 - mae: 0.0089 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1588e-04 - mae: 0.0089 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1569e-04 - mae: 0.0089 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1551e-04 - mae: 0.0089 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1534e-04 - mae: 0.0089 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1518e-04 - mae: 0.0089 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1502e-04 - mae: 0.0089 496/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1488e-04 - mae: 0.0089 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1475e-04 - mae: 0.0089 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1460e-04 - mae: 0.0089 523/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1444e-04 - mae: 0.0089 533/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1428e-04 - mae: 0.0089 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1412e-04 - mae: 0.0089 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1397e-04 - mae: 0.0089 562/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1383e-04 - mae: 0.0089 572/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1368e-04 - mae: 0.0089 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1357e-04 - mae: 0.0089 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1348e-04 - mae: 0.0089 598/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1341e-04 - mae: 0.0089 607/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1338e-04 - mae: 0.0089 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1333e-04 - mae: 0.0089 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1329e-04 - mae: 0.0089 637/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1323e-04 - mae: 0.0089 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1318e-04 - mae: 0.0089 656/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1312e-04 - mae: 0.0089 666/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1305e-04 - mae: 0.0089 676/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1299e-04 - mae: 0.0089 686/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1294e-04 - mae: 0.0089 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.1223e-04 - mae: 0.0089 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1219e-04 - mae: 0.0089 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1215e-04 - mae: 0.0089 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1211e-04 - mae: 0.0089 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1207e-04 - mae: 0.0089 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1203e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1200e-04 - mae: 0.0089 - val_loss: 3.5597e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 217/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 22s 25ms/step - loss: 1.3181e-04 - mae: 0.0072  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.1404e-05 - mae: 0.0070   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.6604e-05 - mae: 0.0072  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.7431e-05 - mae: 0.0074  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.9047e-05 - mae: 0.0076  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.0104e-05 - mae: 0.0077  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.2115e-05 - mae: 0.0079  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.3925e-05 - mae: 0.0080  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.5133e-05 - mae: 0.0080  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.6167e-05 - mae: 0.0081 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7099e-05 - mae: 0.0082 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7686e-05 - mae: 0.0082 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8157e-05 - mae: 0.0082 130/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.8718e-05 - mae: 0.0082 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.9233e-05 - mae: 0.0083 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.9637e-05 - mae: 0.0083 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.0288e-05 - mae: 0.0083 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.0811e-05 - mae: 0.0083 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.1203e-05 - mae: 0.0084 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.1613e-05 - mae: 0.0084 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.2107e-05 - mae: 0.0084 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.2591e-05 - mae: 0.0084 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.2928e-05 - mae: 0.0084 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.3304e-05 - mae: 0.0084 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.3672e-05 - mae: 0.0085 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4002e-05 - mae: 0.0085 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4304e-05 - mae: 0.0085 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4572e-05 - mae: 0.0085 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4851e-05 - mae: 0.0085 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5097e-05 - mae: 0.0085 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5362e-05 - mae: 0.0085 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5625e-05 - mae: 0.0085 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5848e-05 - mae: 0.0085 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6054e-05 - mae: 0.0086 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.2493e-04 - mae: 0.0096 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2353e-04 - mae: 0.0095 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2248e-04 - mae: 0.0095 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2150e-04 - mae: 0.0095 141/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2050e-04 - mae: 0.0094 152/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1952e-04 - mae: 0.0094 161/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1879e-04 - mae: 0.0094 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1803e-04 - mae: 0.0094 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1745e-04 - mae: 0.0094 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1688e-04 - mae: 0.0093 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1625e-04 - mae: 0.0093 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1582e-04 - mae: 0.0093 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1543e-04 - mae: 0.0093 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1505e-04 - mae: 0.0093 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1464e-04 - mae: 0.0093 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1424e-04 - mae: 0.0093 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1389e-04 - mae: 0.0093 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1355e-04 - mae: 0.0092 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1328e-04 - mae: 0.0092 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1306e-04 - mae: 0.0092 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1287e-04 - mae: 0.0092 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1272e-04 - mae: 0.0092 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1255e-04 - mae: 0.0092 326/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1237e-04 - mae: 0.0092 336/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1221e-04 - mae: 0.0092 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1206e-04 - mae: 0.0092 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1191e-04 - mae: 0.0092 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1174e-04 - mae: 0.0092 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.2645e-04 - mae: 0.0090 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2605e-04 - mae: 0.0090 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2565e-04 - mae: 0.0090 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2515e-04 - mae: 0.0090 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2470e-04 - mae: 0.0090 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2420e-04 - mae: 0.0090 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2375e-04 - mae: 0.0090 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2337e-04 - mae: 0.0090 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2294e-04 - mae: 0.0090 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2246e-04 - mae: 0.0090 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2199e-04 - mae: 0.0090 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2161e-04 - mae: 0.0090 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2124e-04 - mae: 0.0090 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2078e-04 - mae: 0.0090 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 9.7034e-05 - mae: 0.0084 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7434e-05 - mae: 0.0084 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7813e-05 - mae: 0.0084 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8181e-05 - mae: 0.0085 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8480e-05 - mae: 0.0085 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8731e-05 - mae: 0.0085 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8987e-05 - mae: 0.0085 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9219e-05 - mae: 0.0085 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9473e-05 - mae: 0.0085 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9658e-05 - mae: 0.0086 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9816e-05 - mae: 0.0086 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9970e-05 - mae: 0.0086 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0014e-04 - mae: 0.0086 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0027e-04 - mae: 0.0086 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0371e-04 - mae: 0.0087 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0376e-04 - mae: 0.0087 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0378e-04 - mae: 0.0087 - val_loss: 3.5597e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 221/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 22s 25ms/step - loss: 8.9716e-05 - mae: 0.0086  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0921e-04 - mae: 0.0089   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0852e-04 - mae: 0.0090  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0691e-04 - mae: 0.0090  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0758e-04 - mae: 0.0090  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0721e-04 - mae: 0.0090  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0629e-04 - mae: 0.0089  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0559e-04 - mae: 0.0089  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0484e-04 - mae: 0.0089  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0435e-04 - mae: 0.0089  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0401e-04 - mae: 0.0089 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0400e-04 - mae: 0.0089 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0412e-04 - mae: 0.0089 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0413e-04 - mae: 0.0089 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0402e-04 - mae: 0.0089 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0391e-04 - mae: 0.0089 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0378e-04 - mae: 0.0089 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0370e-04 - mae: 0.0089 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0364e-04 - mae: 0.0088 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0357e-04 - mae: 0.0088 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0357e-04 - mae: 0.0088 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0356e-04 - mae: 0.0088 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0353e-04 - mae: 0.0088 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0352e-04 - mae: 0.0088 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0349e-04 - mae: 0.0088 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0345e-04 - mae: 0.0089 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0340e-04 - mae: 0.0089 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0334e-04 - mae: 0.0089 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0326e-04 - mae: 0.0089 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0318e-04 - mae: 0.0089 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0308e-04 - mae: 0.0089 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0300e-04 - mae: 0.0089 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0292e-04 - mae: 0.0089 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0286e-04 - mae: 0.0089 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0279e-04 - mae: 0.0088 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0272e-04 - mae: 0.0088 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0264e-04 - mae: 0.0088 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0257e-04 - mae: 0.0088 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0250e-04 - mae: 0.0088 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0242e-04 - mae: 0.0088 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0236e-04 - mae: 0.0088 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0228e-04 - mae: 0.0088 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0218e-04 - mae: 0.0088 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0212e-04 - mae: 0.0088 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0208e-04 - mae: 0.0088 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0204e-04 - mae: 0.0088 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0200e-04 - mae: 0.0088 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0196e-04 - mae: 0.0088 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0193e-04 - mae: 0.0088 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0189e-04 - mae: 0.0088 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0188e-04 - mae: 0.0088 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0192e-04 - mae: 0.0089 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0196e-04 - mae: 0.0089 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0200e-04 - mae: 0.0089 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0204e-04 - mae: 0.0089 527/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0208e-04 - mae: 0.0089 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0211e-04 - mae: 0.0089 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0214e-04 - mae: 0.0089 557/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0217e-04 - mae: 0.0089 567/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0220e-04 - mae: 0.0089 577/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0223e-04 - mae: 0.0089 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0225e-04 - mae: 0.0089 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0228e-04 - mae: 0.0089 607/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0230e-04 - mae: 0.0089 617/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0232e-04 - mae: 0.0089 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0234e-04 - mae: 0.0089 637/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0235e-04 - mae: 0.0089 647/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0237e-04 - mae: 0.0089 657/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0239e-04 - mae: 0.0089 667/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0241e-04 - mae: 0.0089 677/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0243e-04 - mae: 0.0089 687/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0248e-04 - mae: 0.0089 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0255e-04 - mae: 0.0089 708/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0261e-04 - mae: 0.0089 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0268e-04 - mae: 0.0089 727/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0273e-04 - mae: 0.0089 736/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0280e-04 - mae: 0.0089 745/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0286e-04 - mae: 0.0089 755/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0293e-04 - mae: 0.0089 765/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0299e-04 - mae: 0.0089 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0305e-04 - mae: 0.0089 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0310e-04 - mae: 0.0089 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0317e-04 - mae: 0.0089 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0323e-04 - mae: 0.0089 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0330e-04 - mae: 0.0089 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0337e-04 - mae: 0.0089 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0343e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0348e-04 - mae: 0.0089 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0354e-04 - mae: 0.0089 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0360e-04 - mae: 0.0089 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0366e-04 - mae: 0.0089 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0371e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0373e-04 - mae: 0.0089 - val_loss: 3.5596e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 222/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 9.3097e-05 - mae: 0.0078  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 3.0045e-04 - mae: 0.0102   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.7898e-04 - mae: 0.0102  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.5042e-04 - mae: 0.0100  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.3214e-04 - mae: 0.0099  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.1947e-04 - mae: 0.0098  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.0893e-04 - mae: 0.0097  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.9835e-04 - mae: 0.0097  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.9041e-04 - mae: 0.0096  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.8364e-04 - mae: 0.0096  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.7782e-04 - mae: 0.0095 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.7295e-04 - mae: 0.0095 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6871e-04 - mae: 0.0095 130/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.1300e-04 - mae: 0.0090 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1295e-04 - mae: 0.0090 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1289e-04 - mae: 0.0090 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1283e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1281e-04 - mae: 0.0090 - val_loss: 3.5600e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 224/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 9.9530e-05 - mae: 0.0106  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1270e-04 - mae: 0.0104   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0400e-04 - mae: 0.0096  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0317e-04 - mae: 0.0094  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0241e-04 - mae: 0.0093  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0132e-04 - mae: 0.0092  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0111e-04 - mae: 0.0091  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0294e-04 - mae: 0.0090  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0408e-04 - mae: 0.0090  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0484e-04 - mae: 0.0090 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0655e-04 - mae: 0.0090 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0792e-04 - mae: 0.0090 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0881e-04 - mae: 0.0089 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0947e-04 - mae: 0.0089 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0991e-04 - mae: 0.0089 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1018e-04 - mae: 0.0089 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1036e-04 - mae: 0.0089 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1046e-04 - mae: 0.0089 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1051e-04 - mae: 0.0089 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1049e-04 - mae: 0.0089 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1041e-04 - mae: 0.0089 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1031e-04 - mae: 0.0089 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1019e-04 - mae: 0.0089 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1006e-04 - mae: 0.0089 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0996e-04 - mae: 0.0089 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0985e-04 - mae: 0.0089 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0973e-04 - mae: 0.0089 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0961e-04 - mae: 0.0089 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0954e-04 - mae: 0.0089 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0948e-04 - mae: 0.0089 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0941e-04 - mae: 0.0089 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0936e-04 - mae: 0.0089 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0936e-04 - mae: 0.0089 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0938e-04 - mae: 0.0089 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0939e-04 - mae: 0.0089 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0940e-04 - mae: 0.0089 349/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0941e-04 - mae: 0.0089 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0945e-04 - mae: 0.0089 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0949e-04 - mae: 0.0089 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0955e-04 - mae: 0.0089 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0962e-04 - mae: 0.0089 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0969e-04 - mae: 0.0089 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0972e-04 - mae: 0.0089 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0976e-04 - mae: 0.0089 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0980e-04 - mae: 0.0089 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0982e-04 - mae: 0.0089 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0984e-04 - mae: 0.0089 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0986e-04 - mae: 0.0089 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0988e-04 - mae: 0.0089 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0992e-04 - mae: 0.0089 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1001e-04 - mae: 0.0089 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1009e-04 - mae: 0.0089 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1014e-04 - mae: 0.0089 516/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1019e-04 - mae: 0.0089 527/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1024e-04 - mae: 0.0089 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1027e-04 - mae: 0.0089 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1031e-04 - mae: 0.0089 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1033e-04 - mae: 0.0089 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1034e-04 - mae: 0.0089 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1036e-04 - mae: 0.0089 582/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1037e-04 - mae: 0.0089 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1038e-04 - mae: 0.0089 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1038e-04 - mae: 0.0089 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1038e-04 - mae: 0.0089 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1038e-04 - mae: 0.0089 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1037e-04 - mae: 0.0089 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1036e-04 - mae: 0.0089 650/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1035e-04 - mae: 0.0089 660/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1034e-04 - mae: 0.0089 670/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1032e-04 - mae: 0.0089 680/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1030e-04 - mae: 0.0089 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1028e-04 - mae: 0.0089 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1025e-04 - mae: 0.0089 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1022e-04 - mae: 0.0089 718/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1019e-04 - mae: 0.0089 727/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1016e-04 - mae: 0.0089 738/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1011e-04 - mae: 0.0089 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1007e-04 - mae: 0.0089 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1004e-04 - mae: 0.0089 769/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1000e-04 - mae: 0.0089 778/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0997e-04 - mae: 0.0089 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0993e-04 - mae: 0.0089 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0990e-04 - mae: 0.0089 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0988e-04 - mae: 0.0089 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0984e-04 - mae: 0.0089 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0980e-04 - mae: 0.0089 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0977e-04 - mae: 0.0089 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0974e-04 - mae: 0.0089 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0971e-04 - mae: 0.0089 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0968e-04 - mae: 0.0089 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0965e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0963e-04 - mae: 0.0089 - val_loss: 3.5610e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 225/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 1.0168e-04 - mae: 0.0082  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.3100e-05 - mae: 0.0077   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 8.8345e-05 - mae: 0.0081  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1590e-05 - mae: 0.0083  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2120e-05 - mae: 0.0084  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1957e-05 - mae: 0.0084  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1434e-05 - mae: 0.0084  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1006e-05 - mae: 0.0084  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1063e-05 - mae: 0.0084  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1319e-05 - mae: 0.0084 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1586e-05 - mae: 0.0085 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2018e-05 - mae: 0.0085 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2513e-05 - mae: 0.0085 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3213e-05 - mae: 0.0085 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3856e-05 - mae: 0.0085 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4352e-05 - mae: 0.0086 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4808e-05 - mae: 0.0086 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5266e-05 - mae: 0.0086 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5595e-05 - mae: 0.0086 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5896e-05 - mae: 0.0086 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6165e-05 - mae: 0.0086 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6513e-05 - mae: 0.0087 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6841e-05 - mae: 0.0087 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7148e-05 - mae: 0.0087 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7362e-05 - mae: 0.0087 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7527e-05 - mae: 0.0087 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7872e-05 - mae: 0.0087 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8293e-05 - mae: 0.0087 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8651e-05 - mae: 0.0087 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8932e-05 - mae: 0.0087 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9186e-05 - mae: 0.0087 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9397e-05 - mae: 0.0087 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9574e-05 - mae: 0.0087 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9783e-05 - mae: 0.0088 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0000e-04 - mae: 0.0088 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0023e-04 - mae: 0.0088 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0042e-04 - mae: 0.0088 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0053e-04 - mae: 0.0088 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0065e-04 - mae: 0.0088 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0076e-04 - mae: 0.0088 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0084e-04 - mae: 0.0088 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0091e-04 - mae: 0.0088 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0096e-04 - mae: 0.0088 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0100e-04 - mae: 0.0088 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0105e-04 - mae: 0.0088 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0108e-04 - mae: 0.0088 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0116e-04 - mae: 0.0088 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0124e-04 - mae: 0.0088 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0131e-04 - mae: 0.0088 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0138e-04 - mae: 0.0088 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0144e-04 - mae: 0.0088 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0150e-04 - mae: 0.0088 508/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0158e-04 - mae: 0.0088 518/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0166e-04 - mae: 0.0088 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0173e-04 - mae: 0.0088 539/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0179e-04 - mae: 0.0088 548/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0185e-04 - mae: 0.0088 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0190e-04 - mae: 0.0088 568/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0195e-04 - mae: 0.0088 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0200e-04 - mae: 0.0088 588/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0204e-04 - mae: 0.0088 598/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0207e-04 - mae: 0.0088 608/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0210e-04 - mae: 0.0088 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0212e-04 - mae: 0.0088 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0215e-04 - mae: 0.0088 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0218e-04 - mae: 0.0088 647/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0222e-04 - mae: 0.0088 656/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0224e-04 - mae: 0.0088 666/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0226e-04 - mae: 0.0088 676/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0229e-04 - mae: 0.0088 686/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0231e-04 - mae: 0.0088 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0233e-04 - mae: 0.0088 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0235e-04 - mae: 0.0088 716/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0242e-04 - mae: 0.0088 728/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0249e-04 - mae: 0.0088 737/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0254e-04 - mae: 0.0088 745/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0258e-04 - mae: 0.0088 752/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0261e-04 - mae: 0.0088 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0266e-04 - mae: 0.0088 771/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0270e-04 - mae: 0.0088 780/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0274e-04 - mae: 0.0088 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0278e-04 - mae: 0.0088 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0282e-04 - mae: 0.0088 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0286e-04 - mae: 0.0088 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0290e-04 - mae: 0.0088 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0295e-04 - mae: 0.0088 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0299e-04 - mae: 0.0088 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0303e-04 - mae: 0.0088 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0308e-04 - mae: 0.0088 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0312e-04 - mae: 0.0088 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0317e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0320e-04 - mae: 0.0088 - val_loss: 3.5644e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 226/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 6.3408e-05 - mae: 0.0082  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.6684e-05 - mae: 0.0080   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5570e-05 - mae: 0.0086  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.1228e-04 - mae: 0.0093  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1165e-04 - mae: 0.0093 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1105e-04 - mae: 0.0093 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1051e-04 - mae: 0.0093 121/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1011e-04 - mae: 0.0092 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0970e-04 - mae: 0.0092 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0935e-04 - mae: 0.0092 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0894e-04 - mae: 0.0092 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0853e-04 - mae: 0.0092 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0813e-04 - mae: 0.0092 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0805e-04 - mae: 0.0091 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0814e-04 - mae: 0.0091 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0823e-04 - mae: 0.0091 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0831e-04 - mae: 0.0091 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0837e-04 - mae: 0.0091 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0839e-04 - mae: 0.0091 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0841e-04 - mae: 0.0091 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0840e-04 - mae: 0.0091 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0836e-04 - mae: 0.0091 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0830e-04 - mae: 0.0091 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0824e-04 - mae: 0.0091 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0819e-04 - mae: 0.0091 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0817e-04 - mae: 0.0091 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0815e-04 - mae: 0.0091 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0815e-04 - mae: 0.0091 326/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0813e-04 - mae: 0.0091 336/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0809e-04 - mae: 0.0091 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0811e-04 - mae: 0.0091 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0128e-04 - mae: 0.0088 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0103e-04 - mae: 0.0088 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0086e-04 - mae: 0.0088 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0073e-04 - mae: 0.0088 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0062e-04 - mae: 0.0088 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0048e-04 - mae: 0.0088 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0035e-04 - mae: 0.0088 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0025e-04 - mae: 0.0088 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0011e-04 - mae: 0.0088 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0001e-04 - mae: 0.0088 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9938e-05 - mae: 0.0088 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9895e-05 - mae: 0.0088 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9870e-05 - mae: 0.0088 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9835e-05 - mae: 0.0088 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9794e-05 - mae: 0.0088 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9744e-05 - mae: 0.0088 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9916e-05 - mae: 0.0088 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0011e-04 - mae: 0.0088 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0026e-04 - mae: 0.0088 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0042e-04 - mae: 0.0088 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0055e-04 - mae: 0.0088 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0066e-04 - mae: 0.0088 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0076e-04 - mae: 0.0088 343/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0087e-04 - mae: 0.0088 353/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0097e-04 - mae: 0.0088 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0105e-04 - mae: 0.0088 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0111e-04 - mae: 0.0088 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0116e-04 - mae: 0.0088 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.1727e-04 - mae: 0.0096  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1592e-04 - mae: 0.0095  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1436e-04 - mae: 0.0094  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1265e-04 - mae: 0.0094  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1126e-04 - mae: 0.0093  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1002e-04 - mae: 0.0092  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0949e-04 - mae: 0.0092 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0879e-04 - mae: 0.0092 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0819e-04 - mae: 0.0091 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0787e-04 - mae: 0.0091 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0775e-04 - mae: 0.0091 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0779e-04 - mae: 0.0091 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0767e-04 - mae: 0.0091 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0747e-04 - mae: 0.0091 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0727e-04 - mae: 0.0090 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0714e-04 - mae: 0.0090 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0717e-04 - mae: 0.0090 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0721e-04 - mae: 0.0090 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0727e-04 - mae: 0.0090 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0733e-04 - mae: 0.0090 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0740e-04 - mae: 0.0090 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0761e-04 - mae: 0.0090 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0789e-04 - mae: 0.0090 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0816e-04 - mae: 0.0090 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0839e-04 - mae: 0.0090 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0858e-04 - mae: 0.0090 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0877e-04 - mae: 0.0090 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0890e-04 - mae: 0.0090 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.4305e-04 - mae: 0.0086  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4106e-04 - mae: 0.0086 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3902e-04 - mae: 0.0086 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3679e-04 - mae: 0.0086 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3500e-04 - mae: 0.0086 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3347e-04 - mae: 0.0086 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3206e-04 - mae: 0.0086 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3060e-04 - mae: 0.0086 160/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2932e-04 - mae: 0.0086 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2818e-04 - mae: 0.0086 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2723e-04 - mae: 0.0086 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2638e-04 - mae: 0.0086 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2556e-04 - mae: 0.0086 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2481e-04 - mae: 0.0086 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0234e-04 - mae: 0.0089 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0241e-04 - mae: 0.0089 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0247e-04 - mae: 0.0089 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0253e-04 - mae: 0.0089 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0259e-04 - mae: 0.0089 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0266e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0268e-04 - mae: 0.0089 - val_loss: 3.5700e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 233/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 22s 25ms/step - loss: 1.8742e-04 - mae: 0.0114  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5295e-04 - mae: 0.0103   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3630e-04 - mae: 0.0097  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2607e-04 - mae: 0.0093  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2176e-04 - mae: 0.0093  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1871e-04 - mae: 0.0092  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1691e-04 - mae: 0.0091  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1565e-04 - mae: 0.0091  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1468e-04 - mae: 0.0091  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1378e-04 - mae: 0.0091  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1292e-04 - mae: 0.0090 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1230e-04 - mae: 0.0090 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1165e-04 - mae: 0.0090 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1106e-04 - mae: 0.0090 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1052e-04 - mae: 0.0090 147/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1013e-04 - mae: 0.0090 155/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0981e-04 - mae: 0.0090 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0962e-04 - mae: 0.0090 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0955e-04 - mae: 0.0090 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0964e-04 - mae: 0.0090 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0968e-04 - mae: 0.0090 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0963e-04 - mae: 0.0090 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0987e-04 - mae: 0.0090 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1030e-04 - mae: 0.0090 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1076e-04 - mae: 0.0090 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1122e-04 - mae: 0.0090 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1166e-04 - mae: 0.0090 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1211e-04 - mae: 0.0090 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1250e-04 - mae: 0.0090 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1287e-04 - mae: 0.0090 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1318e-04 - mae: 0.0090 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1344e-04 - mae: 0.0090 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1366e-04 - mae: 0.0091 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1393e-04 - mae: 0.0091 332/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1412e-04 - mae: 0.0091 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1430e-04 - mae: 0.0091 349/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1442e-04 - mae: 0.0091 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1475e-04 - mae: 0.0091 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1506e-04 - mae: 0.0091 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1534e-04 - mae: 0.0091 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1560e-04 - mae: 0.0091 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1584e-04 - mae: 0.0091 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1605e-04 - mae: 0.0091 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1624e-04 - mae: 0.0091 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1640e-04 - mae: 0.0091 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1653e-04 - mae: 0.0091 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1664e-04 - mae: 0.0091 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1675e-04 - mae: 0.0091 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1682e-04 - mae: 0.0091 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1689e-04 - mae: 0.0091 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1695e-04 - mae: 0.0091 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1700e-04 - mae: 0.0091 509/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1704e-04 - mae: 0.0091 517/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1707e-04 - mae: 0.0091 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1709e-04 - mae: 0.0091 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1710e-04 - mae: 0.0091 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1712e-04 - mae: 0.0091 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1713e-04 - mae: 0.0091 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1714e-04 - mae: 0.0091 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1714e-04 - mae: 0.0091 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1713e-04 - mae: 0.0091 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1713e-04 - mae: 0.0091 604/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1712e-04 - mae: 0.0091 615/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1710e-04 - mae: 0.0091 624/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1709e-04 - mae: 0.0091 634/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1707e-04 - mae: 0.0091 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1704e-04 - mae: 0.0091 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1702e-04 - mae: 0.0091 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1698e-04 - mae: 0.0091 675/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1695e-04 - mae: 0.0091 687/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1690e-04 - mae: 0.0091 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1686e-04 - mae: 0.0091 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1682e-04 - mae: 0.0091 715/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1678e-04 - mae: 0.0091 724/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1673e-04 - mae: 0.0091 732/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1668e-04 - mae: 0.0091 741/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1664e-04 - mae: 0.0091 751/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1658e-04 - mae: 0.0091 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1654e-04 - mae: 0.0091 770/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1650e-04 - mae: 0.0091 780/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1645e-04 - mae: 0.0091 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1640e-04 - mae: 0.0091 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1634e-04 - mae: 0.0091 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1629e-04 - mae: 0.0091 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1624e-04 - mae: 0.0091 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1618e-04 - mae: 0.0091 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1612e-04 - mae: 0.0091 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1606e-04 - mae: 0.0091 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1601e-04 - mae: 0.0091 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1595e-04 - mae: 0.0091 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1589e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1586e-04 - mae: 0.0091 - val_loss: 3.5639e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 234/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 19ms/step - loss: 5.0844e-05 - mae: 0.0075  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2329e-04 - mae: 0.0100   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1682e-04 - mae: 0.0098  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1505e-04 - mae: 0.0098  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1384e-04 - mae: 0.0097  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1286e-04 - mae: 0.0096  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1198e-04 - mae: 0.0096  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1094e-04 - mae: 0.0095  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0981e-04 - mae: 0.0095  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0867e-04 - mae: 0.0094 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0769e-04 - mae: 0.0093 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0672e-04 - mae: 0.0093 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0583e-04 - mae: 0.0092 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0506e-04 - mae: 0.0092 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0457e-04 - mae: 0.0092 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0430e-04 - mae: 0.0092 150/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0403e-04 - mae: 0.0091 160/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0368e-04 - mae: 0.0091 170/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0335e-04 - mae: 0.0091 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0302e-04 - mae: 0.0091 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0288e-04 - mae: 0.0090 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0323e-04 - mae: 0.0090 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0361e-04 - mae: 0.0090 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0400e-04 - mae: 0.0090 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0463e-04 - mae: 0.0090 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0517e-04 - mae: 0.0090 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0556e-04 - mae: 0.0090 260/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0600e-04 - mae: 0.0090 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0640e-04 - mae: 0.0090 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0678e-04 - mae: 0.0090 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0708e-04 - mae: 0.0090 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0738e-04 - mae: 0.0090 309/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0765e-04 - mae: 0.0090 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0788e-04 - mae: 0.0090 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0813e-04 - mae: 0.0090 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0838e-04 - mae: 0.0090 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0864e-04 - mae: 0.0090 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0887e-04 - mae: 0.0090 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0906e-04 - mae: 0.0090 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0925e-04 - mae: 0.0090 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0942e-04 - mae: 0.0090 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0960e-04 - mae: 0.0090 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0974e-04 - mae: 0.0090 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0988e-04 - mae: 0.0090 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1001e-04 - mae: 0.0090 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1011e-04 - mae: 0.0090 444/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1021e-04 - mae: 0.0090 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1030e-04 - mae: 0.0090 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1039e-04 - mae: 0.0090 475/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1046e-04 - mae: 0.0090 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1051e-04 - mae: 0.0090 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1055e-04 - mae: 0.0090 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1058e-04 - mae: 0.0090 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.1527e-04 - mae: 0.0090 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1499e-04 - mae: 0.0090 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1468e-04 - mae: 0.0090 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1437e-04 - mae: 0.0090 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1415e-04 - mae: 0.0090 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1396e-04 - mae: 0.0090 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1373e-04 - mae: 0.0090 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1350e-04 - mae: 0.0090 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1328e-04 - mae: 0.0090 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1308e-04 - mae: 0.0090 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1289e-04 - mae: 0.0090 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1266e-04 - mae: 0.0090 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1244e-04 - mae: 0.0090 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1226e-04 - mae: 0.0090 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0856e-04 - mae: 0.0089 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0855e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0854e-04 - mae: 0.0089 - val_loss: 3.5613e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 237/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 5.6818e-05 - mae: 0.0067  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1407e-05 - mae: 0.0084   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0411e-04 - mae: 0.0090  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0366e-04 - mae: 0.0090  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0310e-04 - mae: 0.0090  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0284e-04 - mae: 0.0090  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0282e-04 - mae: 0.0090  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0271e-04 - mae: 0.0090  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0238e-04 - mae: 0.0089  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0237e-04 - mae: 0.0089  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0223e-04 - mae: 0.0089 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0220e-04 - mae: 0.0089 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0225e-04 - mae: 0.0089 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0225e-04 - mae: 0.0089 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0222e-04 - mae: 0.0089 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0223e-04 - mae: 0.0089 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0222e-04 - mae: 0.0089 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0232e-04 - mae: 0.0089 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0249e-04 - mae: 0.0089 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0265e-04 - mae: 0.0089 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0282e-04 - mae: 0.0090 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0290e-04 - mae: 0.0090 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0295e-04 - mae: 0.0090 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0298e-04 - mae: 0.0090 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0298e-04 - mae: 0.0090 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0296e-04 - mae: 0.0090 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0296e-04 - mae: 0.0090 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0298e-04 - mae: 0.0090 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0301e-04 - mae: 0.0090 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0302e-04 - mae: 0.0090 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0300e-04 - mae: 0.0090 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0294e-04 - mae: 0.0090 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0291e-04 - mae: 0.0090 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0289e-04 - mae: 0.0090 333/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0288e-04 - mae: 0.0090 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0287e-04 - mae: 0.0090 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0287e-04 - mae: 0.0090 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0287e-04 - mae: 0.0090 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0178e-04 - mae: 0.0095   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5319e-05 - mae: 0.0090  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7045e-05 - mae: 0.0090  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0259e-04 - mae: 0.0091  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0635e-04 - mae: 0.0092  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0811e-04 - mae: 0.0092  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0902e-04 - mae: 0.0092  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0970e-04 - mae: 0.0092  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1020e-04 - mae: 0.0092  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1042e-04 - mae: 0.0092 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1082e-04 - mae: 0.0092 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1100e-04 - mae: 0.0092 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1106e-04 - mae: 0.0092 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1099e-04 - mae: 0.0092 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1156e-04 - mae: 0.0092 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1193e-04 - mae: 0.0092 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1215e-04 - mae: 0.0092 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1234e-04 - mae: 0.0092 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1245e-04 - mae: 0.0092 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1251e-04 - mae: 0.0092 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1253e-04 - mae: 0.0092 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1252e-04 - mae: 0.0092 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1247e-04 - mae: 0.0091 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1238e-04 - mae: 0.0091 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1224e-04 - mae: 0.0091 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1209e-04 - mae: 0.0091 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1193e-04 - mae: 0.0091 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1178e-04 - mae: 0.0091 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.1085e-04 - mae: 0.0090 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1081e-04 - mae: 0.0090 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1076e-04 - mae: 0.0090 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1072e-04 - mae: 0.0090 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1066e-04 - mae: 0.0090 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1061e-04 - mae: 0.0090 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1057e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1056e-04 - mae: 0.0090 - val_loss: 3.5570e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 239/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.0450e-04 - mae: 0.0117  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0941e-04 - mae: 0.0100   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0392e-04 - mae: 0.0095  28/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0009e-04 - mae: 0.0093  37/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.7670e-05 - mae: 0.0091  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7051e-05 - mae: 0.0090  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6650e-05 - mae: 0.0090  65/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6913e-05 - mae: 0.0089  74/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6819e-05 - mae: 0.0089  83/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6563e-05 - mae: 0.0089  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6305e-05 - mae: 0.0089 103/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6241e-05 - mae: 0.0089 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6259e-05 - mae: 0.0089 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6404e-05 - mae: 0.0089 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6505e-05 - mae: 0.0089 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6486e-05 - mae: 0.0089 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6395e-05 - mae: 0.0089 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6291e-05 - mae: 0.0088 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6256e-05 - mae: 0.0088 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.1756e-04 - mae: 0.0090 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1744e-04 - mae: 0.0090 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1735e-04 - mae: 0.0090 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1724e-04 - mae: 0.0089 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1713e-04 - mae: 0.0089 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1702e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1697e-04 - mae: 0.0089 - val_loss: 3.5564e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 242/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 20ms/step - loss: 3.1822e-05 - mae: 0.0046  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4695e-05 - mae: 0.0082   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0085e-04 - mae: 0.0087  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0473e-04 - mae: 0.0089  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0622e-04 - mae: 0.0090  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0739e-04 - mae: 0.0090  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0821e-04 - mae: 0.0091  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0858e-04 - mae: 0.0091  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0870e-04 - mae: 0.0091  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0881e-04 - mae: 0.0091  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0878e-04 - mae: 0.0091 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0867e-04 - mae: 0.0091 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0851e-04 - mae: 0.0091 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0828e-04 - mae: 0.0091 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0802e-04 - mae: 0.0091 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0773e-04 - mae: 0.0091 156/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0746e-04 - mae: 0.0091 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0733e-04 - mae: 0.0091 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0733e-04 - mae: 0.0091 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0732e-04 - mae: 0.0091 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0728e-04 - mae: 0.0091 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0726e-04 - mae: 0.0091 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0725e-04 - mae: 0.0091 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0724e-04 - mae: 0.0091 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0720e-04 - mae: 0.0091 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0711e-04 - mae: 0.0091 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0701e-04 - mae: 0.0091 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0693e-04 - mae: 0.0091 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0682e-04 - mae: 0.0091 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0672e-04 - mae: 0.0091 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0661e-04 - mae: 0.0091 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0650e-04 - mae: 0.0091 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0639e-04 - mae: 0.0091 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0628e-04 - mae: 0.0091 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0618e-04 - mae: 0.0091 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0609e-04 - mae: 0.0091 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0599e-04 - mae: 0.0091 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0589e-04 - mae: 0.0091 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0578e-04 - mae: 0.0091 384/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0572e-04 - mae: 0.0091 395/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0566e-04 - mae: 0.0091 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0562e-04 - mae: 0.0091 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0558e-04 - mae: 0.0091 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0553e-04 - mae: 0.0091 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0547e-04 - mae: 0.0091 442/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0543e-04 - mae: 0.0091 453/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0539e-04 - mae: 0.0091 463/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0537e-04 - mae: 0.0091 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0535e-04 - mae: 0.0091 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0533e-04 - mae: 0.0091 490/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0531e-04 - mae: 0.0091 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0529e-04 - mae: 0.0091 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0527e-04 - mae: 0.0091 519/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0525e-04 - mae: 0.0091 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0523e-04 - mae: 0.0090 539/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0523e-04 - mae: 0.0090 549/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0523e-04 - mae: 0.0090 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0523e-04 - mae: 0.0090 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0523e-04 - mae: 0.0090 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0525e-04 - mae: 0.0090 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0526e-04 - mae: 0.0090 599/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0527e-04 - mae: 0.0090 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0528e-04 - mae: 0.0090 619/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0529e-04 - mae: 0.0090 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0530e-04 - mae: 0.0090 637/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0530e-04 - mae: 0.0090 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0530e-04 - mae: 0.0090 656/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0530e-04 - mae: 0.0090 666/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0529e-04 - mae: 0.0090 676/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0529e-04 - mae: 0.0090 686/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0529e-04 - mae: 0.0090 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0531e-04 - mae: 0.0090 706/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0533e-04 - mae: 0.0090 715/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0535e-04 - mae: 0.0090 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0536e-04 - mae: 0.0090 735/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0538e-04 - mae: 0.0090 745/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0540e-04 - mae: 0.0090 755/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0540e-04 - mae: 0.0090 766/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0541e-04 - mae: 0.0090 776/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0541e-04 - mae: 0.0090 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0542e-04 - mae: 0.0090 797/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0542e-04 - mae: 0.0090 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0541e-04 - mae: 0.0090 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0541e-04 - mae: 0.0090 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0541e-04 - mae: 0.0090 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0542e-04 - mae: 0.0090 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0543e-04 - mae: 0.0090 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0544e-04 - mae: 0.0090 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0544e-04 - mae: 0.0090 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0545e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0546e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0547e-04 - mae: 0.0090 - val_loss: 3.5575e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 243/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 1.5506e-04 - mae: 0.0122  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0632e-04 - mae: 0.0091   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0560e-04 - mae: 0.0089  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0540e-04 - mae: 0.0089  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0530e-04 - mae: 0.0089  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0461e-04 - mae: 0.0089  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0418e-04 - mae: 0.0090  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0426e-04 - mae: 0.0090  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0422e-04 - mae: 0.0090  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0435e-04 - mae: 0.0090  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0437e-04 - mae: 0.0090 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0416e-04 - mae: 0.0090 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0385e-04 - mae: 0.0090 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0367e-04 - mae: 0.0090 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0350e-04 - mae: 0.0090 148/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0353e-04 - mae: 0.0090 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0349e-04 - mae: 0.0090 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0345e-04 - mae: 0.0090 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0340e-04 - mae: 0.0090 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0328e-04 - mae: 0.0090 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0317e-04 - mae: 0.0089 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0312e-04 - mae: 0.0089 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0346e-04 - mae: 0.0089 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0378e-04 - mae: 0.0089 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0401e-04 - mae: 0.0089 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0419e-04 - mae: 0.0089 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0432e-04 - mae: 0.0089 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0442e-04 - mae: 0.0089 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0448e-04 - mae: 0.0089 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0451e-04 - mae: 0.0089 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0454e-04 - mae: 0.0089 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0455e-04 - mae: 0.0089 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0456e-04 - mae: 0.0089 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0455e-04 - mae: 0.0089 332/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0452e-04 - mae: 0.0089 343/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0451e-04 - mae: 0.0089 353/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0451e-04 - mae: 0.0089 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0451e-04 - mae: 0.0089 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0460e-04 - mae: 0.0089 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0476e-04 - mae: 0.0089 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0493e-04 - mae: 0.0089 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0511e-04 - mae: 0.0089 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0529e-04 - mae: 0.0089 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0546e-04 - mae: 0.0089 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0562e-04 - mae: 0.0089 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0574e-04 - mae: 0.0089 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0586e-04 - mae: 0.0089 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0599e-04 - mae: 0.0089 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0614e-04 - mae: 0.0089 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0626e-04 - mae: 0.0089 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0638e-04 - mae: 0.0089 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0648e-04 - mae: 0.0089 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0658e-04 - mae: 0.0089 517/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0667e-04 - mae: 0.0089 528/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0678e-04 - mae: 0.0089 539/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0686e-04 - mae: 0.0089 548/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0692e-04 - mae: 0.0089 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0698e-04 - mae: 0.0089 568/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0704e-04 - mae: 0.0089 577/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0709e-04 - mae: 0.0089 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0713e-04 - mae: 0.0089 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0718e-04 - mae: 0.0089 607/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0721e-04 - mae: 0.0089 617/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0725e-04 - mae: 0.0089 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0728e-04 - mae: 0.0089 637/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0731e-04 - mae: 0.0089 647/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0733e-04 - mae: 0.0089 657/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0764e-04 - mae: 0.0089 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0766e-04 - mae: 0.0089 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0767e-04 - mae: 0.0089 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0769e-04 - mae: 0.0089 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0770e-04 - mae: 0.0089 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0771e-04 - mae: 0.0089 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0773e-04 - mae: 0.0089 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0774e-04 - mae: 0.0089 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0774e-04 - mae: 0.0089 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0775e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0775e-04 - mae: 0.0089 - val_loss: 3.5574e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 244/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 8.3283e-05 - mae: 0.0093  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 8.0136e-05 - mae: 0.0083   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.2752e-04 - mae: 0.0088 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2716e-04 - mae: 0.0088 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2688e-04 - mae: 0.0088 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2655e-04 - mae: 0.0089 331/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2624e-04 - mae: 0.0089 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2590e-04 - mae: 0.0089 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2556e-04 - mae: 0.0089 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2528e-04 - mae: 0.0089 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2502e-04 - mae: 0.0089 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2472e-04 - mae: 0.0089 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2445e-04 - mae: 0.0089 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2418e-04 - mae: 0.0089 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2394e-04 - mae: 0.0089 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2365e-04 - mae: 0.0089 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 9.8190e-05 - mae: 0.0088 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8695e-05 - mae: 0.0088 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9118e-05 - mae: 0.0088 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9461e-05 - mae: 0.0088 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9822e-05 - mae: 0.0088 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0009e-04 - mae: 0.0088 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0068e-04 - mae: 0.0088 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0111e-04 - mae: 0.0088 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0145e-04 - mae: 0.0088 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0186e-04 - mae: 0.0088 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0223e-04 - mae: 0.0088 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0259e-04 - mae: 0.0088 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0300e-04 - mae: 0.0088 325/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0331e-04 - mae: 0.0088 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 9.5352e-05 - mae: 0.0089 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5363e-05 - mae: 0.0089 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5361e-05 - mae: 0.0089 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5375e-05 - mae: 0.0089 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5409e-05 - mae: 0.0089 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5444e-05 - mae: 0.0089 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5462e-05 - mae: 0.0089 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5575e-05 - mae: 0.0089 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5718e-05 - mae: 0.0089 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5864e-05 - mae: 0.0089 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6376e-05 - mae: 0.0089 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6879e-05 - mae: 0.0089 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7281e-05 - mae: 0.0089 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7753e-05 - mae: 0.0089 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8191e-05 - mae: 0.0089 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8549e-05 - mae: 0.0089 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8874e-05 - mae: 0.0089 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9131e-05 - mae: 0.0089 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9372e-05 - mae: 0.0089 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9598e-05 - mae: 0.0089 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9772e-05 - mae: 0.0089 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9955e-05 - mae: 0.0089 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0011e-04 - mae: 0.0089 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0025e-04 - mae: 0.0089 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0037e-04 - mae: 0.0090 340/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0050e-04 - mae: 0.0090 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0067e-04 - mae: 0.0090 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0086e-04 - mae: 0.0090 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.9972e-04 - mae: 0.0108   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.7857e-04 - mae: 0.0104  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6310e-04 - mae: 0.0101  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5343e-04 - mae: 0.0100  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4614e-04 - mae: 0.0098  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4160e-04 - mae: 0.0098  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3809e-04 - mae: 0.0097  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3498e-04 - mae: 0.0096  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3250e-04 - mae: 0.0096  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2992e-04 - mae: 0.0095 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2792e-04 - mae: 0.0095 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2643e-04 - mae: 0.0094 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2493e-04 - mae: 0.0094 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2387e-04 - mae: 0.0094 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0825e-04 - mae: 0.0090 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0824e-04 - mae: 0.0090 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0823e-04 - mae: 0.0090 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0822e-04 - mae: 0.0090 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0821e-04 - mae: 0.0090 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0819e-04 - mae: 0.0090 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0817e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0817e-04 - mae: 0.0090 - val_loss: 3.5538e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 248/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 2.7126e-05 - mae: 0.0039  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.0464e-05 - mae: 0.0071   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.3999e-05 - mae: 0.0081  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8795e-05 - mae: 0.0084  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9774e-05 - mae: 0.0085  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0186e-05 - mae: 0.0086  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0374e-05 - mae: 0.0086  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0970e-05 - mae: 0.0086  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3186e-05 - mae: 0.0087  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5601e-05 - mae: 0.0087 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7221e-05 - mae: 0.0087 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8377e-05 - mae: 0.0088 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9279e-05 - mae: 0.0088 130/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0003e-04 - mae: 0.0088 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0079e-04 - mae: 0.0088 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0144e-04 - mae: 0.0089 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0205e-04 - mae: 0.0089 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0257e-04 - mae: 0.0089 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0297e-04 - mae: 0.0089 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0852e-04 - mae: 0.0090 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0853e-04 - mae: 0.0090 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0853e-04 - mae: 0.0090 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0854e-04 - mae: 0.0090 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0854e-04 - mae: 0.0090 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0854e-04 - mae: 0.0090 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0853e-04 - mae: 0.0090 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0853e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0852e-04 - mae: 0.0090 - val_loss: 3.5549e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 251/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 6.6079e-05 - mae: 0.0071  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2638e-04 - mae: 0.0102   23/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2462e-04 - mae: 0.0100  34/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2275e-04 - mae: 0.0098  44/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2024e-04 - mae: 0.0097  54/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1818e-04 - mae: 0.0096  64/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1683e-04 - mae: 0.0096  74/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1782e-04 - mae: 0.0095  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1879e-04 - mae: 0.0095  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1930e-04 - mae: 0.0095 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1951e-04 - mae: 0.0095 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1949e-04 - mae: 0.0094 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1934e-04 - mae: 0.0094 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1895e-04 - mae: 0.0094 142/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1846e-04 - mae: 0.0094 152/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1798e-04 - mae: 0.0093 162/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1745e-04 - mae: 0.0093 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1693e-04 - mae: 0.0093 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1658e-04 - mae: 0.0093 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1630e-04 - mae: 0.0093 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1598e-04 - mae: 0.0093 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1564e-04 - mae: 0.0092 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1542e-04 - mae: 0.0092 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1517e-04 - mae: 0.0092 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1495e-04 - mae: 0.0092 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1472e-04 - mae: 0.0092 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1447e-04 - mae: 0.0092 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1426e-04 - mae: 0.0092 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1403e-04 - mae: 0.0092 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1382e-04 - mae: 0.0092 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1361e-04 - mae: 0.0092 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1344e-04 - mae: 0.0092 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1324e-04 - mae: 0.0092 330/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1300e-04 - mae: 0.0092 340/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1279e-04 - mae: 0.0092 349/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1260e-04 - mae: 0.0092 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1241e-04 - mae: 0.0092 368/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1229e-04 - mae: 0.0091 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1225e-04 - mae: 0.0091 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1220e-04 - mae: 0.0091 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1215e-04 - mae: 0.0091 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1210e-04 - mae: 0.0091 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1204e-04 - mae: 0.0091 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1199e-04 - mae: 0.0091 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1194e-04 - mae: 0.0091 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1191e-04 - mae: 0.0091 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1186e-04 - mae: 0.0091 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1181e-04 - mae: 0.0091 475/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1177e-04 - mae: 0.0091 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1174e-04 - mae: 0.0091 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1170e-04 - mae: 0.0091 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1165e-04 - mae: 0.0091 512/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1159e-04 - mae: 0.0091 522/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1153e-04 - mae: 0.0091 531/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1147e-04 - mae: 0.0091 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1141e-04 - mae: 0.0091 551/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1134e-04 - mae: 0.0091 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1127e-04 - mae: 0.0091 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1120e-04 - mae: 0.0091 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1115e-04 - mae: 0.0091 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1108e-04 - mae: 0.0091 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1102e-04 - mae: 0.0091 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1096e-04 - mae: 0.0091 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1090e-04 - mae: 0.0091 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1085e-04 - mae: 0.0091 638/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1080e-04 - mae: 0.0091 647/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1075e-04 - mae: 0.0091 657/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1070e-04 - mae: 0.0091 667/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1066e-04 - mae: 0.0091 677/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1061e-04 - mae: 0.0091 687/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1057e-04 - mae: 0.0091 697/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1053e-04 - mae: 0.0091 707/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1048e-04 - mae: 0.0091 716/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1043e-04 - mae: 0.0091 726/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1039e-04 - mae: 0.0091 736/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1034e-04 - mae: 0.0091 745/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1030e-04 - mae: 0.0091 753/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1027e-04 - mae: 0.0091 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1024e-04 - mae: 0.0091 770/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1023e-04 - mae: 0.0091 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1021e-04 - mae: 0.0091 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1019e-04 - mae: 0.0091 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1017e-04 - mae: 0.0091 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1015e-04 - mae: 0.0091 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1014e-04 - mae: 0.0091 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1012e-04 - mae: 0.0091 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1011e-04 - mae: 0.0091 849/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1009e-04 - mae: 0.0091 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1008e-04 - mae: 0.0091 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1006e-04 - mae: 0.0090 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1005e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1004e-04 - mae: 0.0090 - val_loss: 3.5594e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 252/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 24ms/step - loss: 8.3519e-05 - mae: 0.0096  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0346e-04 - mae: 0.0096   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0213e-04 - mae: 0.0095  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1655e-04 - mae: 0.0095  37/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2477e-04 - mae: 0.0095  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2743e-04 - mae: 0.0094  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2730e-04 - mae: 0.0094  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2601e-04 - mae: 0.0093  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2474e-04 - mae: 0.0092  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2332e-04 - mae: 0.0091  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2394e-04 - mae: 0.0091 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2432e-04 - mae: 0.0091 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2450e-04 - mae: 0.0091 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2459e-04 - mae: 0.0091 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2441e-04 - mae: 0.0091 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2416e-04 - mae: 0.0091 155/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2383e-04 - mae: 0.0091 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2346e-04 - mae: 0.0090 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2316e-04 - mae: 0.0090 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2283e-04 - mae: 0.0090 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2250e-04 - mae: 0.0090 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2210e-04 - mae: 0.0090 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2169e-04 - mae: 0.0090 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2121e-04 - mae: 0.0090 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2084e-04 - mae: 0.0090 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2050e-04 - mae: 0.0090 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2016e-04 - mae: 0.0090 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1980e-04 - mae: 0.0090 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1944e-04 - mae: 0.0089 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1915e-04 - mae: 0.0089 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1893e-04 - mae: 0.0089 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1871e-04 - mae: 0.0089 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1852e-04 - mae: 0.0089 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1829e-04 - mae: 0.0089 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1803e-04 - mae: 0.0089 340/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1779e-04 - mae: 0.0089 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1755e-04 - mae: 0.0089 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1734e-04 - mae: 0.0089 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1712e-04 - mae: 0.0089 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1692e-04 - mae: 0.0089 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1671e-04 - mae: 0.0089 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1651e-04 - mae: 0.0089 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1632e-04 - mae: 0.0089 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1616e-04 - mae: 0.0089 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1599e-04 - mae: 0.0089 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1583e-04 - mae: 0.0089 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1569e-04 - mae: 0.0089 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1555e-04 - mae: 0.0089 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1545e-04 - mae: 0.0089 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1536e-04 - mae: 0.0089 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1525e-04 - mae: 0.0089 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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mae: 0.0090 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1151e-04 - mae: 0.0090 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1077e-04 - mae: 0.0090 148/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1006e-04 - mae: 0.0090 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0938e-04 - mae: 0.0090 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0887e-04 - mae: 0.0090 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0843e-04 - mae: 0.0090 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0799e-04 - mae: 0.0089 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0761e-04 - mae: 0.0089 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0733e-04 - mae: 0.0089 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0708e-04 - mae: 0.0089 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0684e-04 - mae: 0.0089 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0662e-04 - mae: 0.0089 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0642e-04 - mae: 0.0089 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0622e-04 - mae: 0.0089 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0608e-04 - mae: 0.0089 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0595e-04 - mae: 0.0089 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0584e-04 - mae: 0.0089 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0575e-04 - mae: 0.0089 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0565e-04 - mae: 0.0089 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0556e-04 - mae: 0.0089 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0545e-04 - mae: 0.0089 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0536e-04 - mae: 0.0089 340/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0528e-04 - mae: 0.0089 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0539e-04 - mae: 0.0089 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0555e-04 - mae: 0.0089 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0570e-04 - mae: 0.0089 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0587e-04 - mae: 0.0089 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0602e-04 - mae: 0.0089 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0620e-04 - mae: 0.0089 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0636e-04 - mae: 0.0089 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0653e-04 - mae: 0.0089 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0671e-04 - mae: 0.0090 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0688e-04 - mae: 0.0090 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0702e-04 - mae: 0.0090 462/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0717e-04 - mae: 0.0090 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0728e-04 - mae: 0.0090 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0738e-04 - mae: 0.0090 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0746e-04 - mae: 0.0090 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0756e-04 - mae: 0.0090 508/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0766e-04 - mae: 0.0090 518/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0774e-04 - mae: 0.0090 528/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 9.9135e-05 - mae: 0.0089 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9355e-05 - mae: 0.0089 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9605e-05 - mae: 0.0089 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9776e-05 - mae: 0.0089 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9991e-05 - mae: 0.0089 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0016e-04 - mae: 0.0089 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0031e-04 - mae: 0.0089 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0041e-04 - mae: 0.0089 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0052e-04 - mae: 0.0089 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0096e-04 - mae: 0.0089 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0135e-04 - mae: 0.0089 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0170e-04 - mae: 0.0089 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0193e-04 - mae: 0.0089 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0209e-04 - mae: 0.0089 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0227e-04 - mae: 0.0089 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0242e-04 - mae: 0.0089 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0256e-04 - mae: 0.0089 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0269e-04 - mae: 0.0089 332/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0280e-04 - mae: 0.0089 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0293e-04 - mae: 0.0089 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0308e-04 - mae: 0.0089 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0326e-04 - mae: 0.0089 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0339e-04 - mae: 0.0089 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0352e-04 - mae: 0.0089 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0362e-04 - mae: 0.0089 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0373e-04 - mae: 0.0089 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0386e-04 - mae: 0.0089 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0396e-04 - mae: 0.0089 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 9.4006e-05 - mae: 0.0086  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4546e-05 - mae: 0.0086  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5075e-05 - mae: 0.0087  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5531e-05 - mae: 0.0087  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5658e-05 - mae: 0.0087 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5880e-05 - mae: 0.0087 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5995e-05 - mae: 0.0087 130/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6128e-05 - mae: 0.0087 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6273e-05 - mae: 0.0087 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6515e-05 - mae: 0.0087 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6917e-05 - mae: 0.0088 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7682e-05 - mae: 0.0088 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8265e-05 - mae: 0.0088 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8680e-05 - mae: 0.0088 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8953e-05 - mae: 0.0088 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9241e-05 - mae: 0.0088 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9699e-05 - mae: 0.0088 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0010e-04 - mae: 0.0088 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0048e-04 - mae: 0.0088 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0084e-04 - mae: 0.0088 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0119e-04 - mae: 0.0088 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0149e-04 - mae: 0.0088 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0179e-04 - mae: 0.0088 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0211e-04 - mae: 0.0088 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0234e-04 - mae: 0.0088 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0258e-04 - mae: 0.0088 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0277e-04 - mae: 0.0088 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0290e-04 - mae: 0.0088 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0542e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0544e-04 - mae: 0.0089 - val_loss: 3.5533e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 256/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 2.6804e-04 - mae: 0.0162  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3972e-04 - mae: 0.0104   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2549e-04 - mae: 0.0099  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2619e-04 - mae: 0.0098  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2651e-04 - mae: 0.0097  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2601e-04 - mae: 0.0097  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2738e-04 - mae: 0.0097  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2802e-04 - mae: 0.0096  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2794e-04 - mae: 0.0096  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2733e-04 - mae: 0.0096 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2668e-04 - mae: 0.0096 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2597e-04 - mae: 0.0096 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2542e-04 - mae: 0.0095 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2472e-04 - mae: 0.0095 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2396e-04 - mae: 0.0095 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2323e-04 - mae: 0.0095 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2241e-04 - mae: 0.0095 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2170e-04 - mae: 0.0094 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2099e-04 - mae: 0.0094 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2049e-04 - mae: 0.0094 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1998e-04 - mae: 0.0094 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1941e-04 - mae: 0.0094 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1884e-04 - mae: 0.0094 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1829e-04 - mae: 0.0094 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1781e-04 - mae: 0.0093 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 8.8796e-05 - mae: 0.0085  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8877e-05 - mae: 0.0085  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8666e-05 - mae: 0.0085  52/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9881e-05 - mae: 0.0085  62/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1530e-05 - mae: 0.0085  73/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2850e-05 - mae: 0.0086  83/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3609e-05 - mae: 0.0086  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4161e-05 - mae: 0.0086 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5004e-05 - mae: 0.0086 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6946e-05 - mae: 0.0086 121/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8515e-05 - mae: 0.0087 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9763e-05 - mae: 0.0087 141/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0071e-04 - mae: 0.0087 151/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0163e-04 - mae: 0.0087 161/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0657e-04 - mae: 0.0089 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0657e-04 - mae: 0.0089 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0657e-04 - mae: 0.0089 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0660e-04 - mae: 0.0089 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0662e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0664e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0664e-04 - mae: 0.0089 - val_loss: 3.5529e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 258/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.5534e-04 - mae: 0.0107  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1250e-04 - mae: 0.0094   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0635e-04 - mae: 0.0093  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0262e-04 - mae: 0.0092  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0195e-04 - mae: 0.0091  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0841e-04 - mae: 0.0091  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 9.7180e-05 - mae: 0.0089 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6891e-05 - mae: 0.0089 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7067e-05 - mae: 0.0089 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7308e-05 - mae: 0.0088 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7458e-05 - mae: 0.0088 157/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7588e-05 - mae: 0.0088 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7822e-05 - mae: 0.0088 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8119e-05 - mae: 0.0088 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8390e-05 - mae: 0.0088 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8560e-05 - mae: 0.0088 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8768e-05 - mae: 0.0088 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8923e-05 - mae: 0.0088 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9041e-05 - mae: 0.0088 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9118e-05 - mae: 0.0088 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9169e-05 - mae: 0.0088 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9306e-05 - mae: 0.0088 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9438e-05 - mae: 0.0088 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9548e-05 - mae: 0.0088 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9632e-05 - mae: 0.0088 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9700e-05 - mae: 0.0088 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9747e-05 - mae: 0.0088 309/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9783e-05 - mae: 0.0088 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9817e-05 - mae: 0.0088 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9851e-05 - mae: 0.0088 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9934e-05 - mae: 0.0088 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0005e-04 - mae: 0.0088 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0017e-04 - mae: 0.0088 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0030e-04 - mae: 0.0088 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0041e-04 - mae: 0.0088 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0054e-04 - mae: 0.0088 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0067e-04 - mae: 0.0088 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0078e-04 - mae: 0.0088 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0088e-04 - mae: 0.0088 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0096e-04 - mae: 0.0088 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0104e-04 - mae: 0.0088 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0112e-04 - mae: 0.0088 457/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0123e-04 - mae: 0.0088 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0131e-04 - mae: 0.0088 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0137e-04 - mae: 0.0088 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0143e-04 - mae: 0.0088 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0148e-04 - mae: 0.0088 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0153e-04 - mae: 0.0088 514/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0159e-04 - mae: 0.0088 524/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0164e-04 - mae: 0.0088 533/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0168e-04 - mae: 0.0088 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0172e-04 - mae: 0.0089 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0175e-04 - mae: 0.0089 560/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0178e-04 - mae: 0.0089 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0180e-04 - mae: 0.0089 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0182e-04 - mae: 0.0089 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0184e-04 - mae: 0.0089 598/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0186e-04 - mae: 0.0089 608/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0188e-04 - mae: 0.0089 617/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0189e-04 - mae: 0.0089 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0191e-04 - mae: 0.0089 637/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0196e-04 - mae: 0.0089 647/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0203e-04 - mae: 0.0089 656/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0212e-04 - mae: 0.0089 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0221e-04 - mae: 0.0089 675/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0231e-04 - mae: 0.0089 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0238e-04 - mae: 0.0089 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0246e-04 - mae: 0.0089 702/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0255e-04 - mae: 0.0089 712/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0264e-04 - mae: 0.0089 721/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0271e-04 - mae: 0.0089 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0278e-04 - mae: 0.0089 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0286e-04 - mae: 0.0089 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0294e-04 - mae: 0.0089 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0302e-04 - mae: 0.0089 768/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0309e-04 - mae: 0.0089 777/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0315e-04 - mae: 0.0089 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0320e-04 - mae: 0.0089 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0325e-04 - mae: 0.0089 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0330e-04 - mae: 0.0089 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0335e-04 - mae: 0.0089 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0340e-04 - mae: 0.0089 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0344e-04 - mae: 0.0089 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0348e-04 - mae: 0.0089 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0353e-04 - mae: 0.0089 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0357e-04 - mae: 0.0089 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0361e-04 - mae: 0.0089 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0365e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0366e-04 - mae: 0.0089 - val_loss: 3.5595e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 260/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 24ms/step - loss: 1.3171e-04 - mae: 0.0121  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0383e-04 - mae: 0.0097   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4372e-05 - mae: 0.0091  33/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1763e-05 - mae: 0.0088  43/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1453e-05 - mae: 0.0087  53/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0887e-05 - mae: 0.0086  62/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1064e-05 - mae: 0.0086  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1769e-05 - mae: 0.0086  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2720e-05 - mae: 0.0087  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3295e-05 - mae: 0.0087 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3591e-05 - mae: 0.0087 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3911e-05 - mae: 0.0087 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4442e-05 - mae: 0.0087 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5156e-05 - mae: 0.0088 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5833e-05 - mae: 0.0088 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6380e-05 - mae: 0.0088 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6804e-05 - mae: 0.0088 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7098e-05 - mae: 0.0088 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7319e-05 - mae: 0.0088 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7535e-05 - mae: 0.0088 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7783e-05 - mae: 0.0088 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7973e-05 - mae: 0.0088 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8119e-05 - mae: 0.0088 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8213e-05 - mae: 0.0088 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8283e-05 - mae: 0.0088 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8315e-05 - mae: 0.0088 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8325e-05 - mae: 0.0088 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8337e-05 - mae: 0.0088 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8409e-05 - mae: 0.0088 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8691e-05 - mae: 0.0088 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8949e-05 - mae: 0.0088 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9187e-05 - mae: 0.0088 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9455e-05 - mae: 0.0088 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9663e-05 - mae: 0.0088 332/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9840e-05 - mae: 0.0088 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0001e-04 - mae: 0.0089 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0018e-04 - mae: 0.0089 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0033e-04 - mae: 0.0089 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0044e-04 - mae: 0.0089 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0054e-04 - mae: 0.0089 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0065e-04 - mae: 0.0089 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0075e-04 - mae: 0.0089 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0084e-04 - mae: 0.0089 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0092e-04 - mae: 0.0089 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0098e-04 - mae: 0.0089 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0103e-04 - mae: 0.0089 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0110e-04 - mae: 0.0089 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0121e-04 - mae: 0.0089 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0130e-04 - mae: 0.0089 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0139e-04 - mae: 0.0089 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0147e-04 - mae: 0.0089 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0154e-04 - mae: 0.0089 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0160e-04 - mae: 0.0089 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0165e-04 - mae: 0.0089 524/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0171e-04 - mae: 0.0089 533/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0176e-04 - mae: 0.0089 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0181e-04 - mae: 0.0089 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0186e-04 - mae: 0.0089 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0189e-04 - mae: 0.0089 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0192e-04 - mae: 0.0089 579/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0195e-04 - mae: 0.0089 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0198e-04 - mae: 0.0089 598/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0201e-04 - mae: 0.0089 608/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0206e-04 - mae: 0.0089 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0210e-04 - mae: 0.0089 628/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0213e-04 - mae: 0.0089 638/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0216e-04 - mae: 0.0089 648/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0219e-04 - mae: 0.0089 657/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0222e-04 - mae: 0.0089 667/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0224e-04 - mae: 0.0089 677/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0226e-04 - mae: 0.0089 687/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0229e-04 - mae: 0.0089 697/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0231e-04 - mae: 0.0089 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0232e-04 - mae: 0.0089 713/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0234e-04 - mae: 0.0089 722/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0236e-04 - mae: 0.0089 732/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0238e-04 - mae: 0.0089 742/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0240e-04 - mae: 0.0089 753/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0242e-04 - mae: 0.0089 764/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0244e-04 - mae: 0.0089 774/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0245e-04 - mae: 0.0089 783/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0247e-04 - mae: 0.0089 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0248e-04 - mae: 0.0089 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0249e-04 - mae: 0.0089 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0250e-04 - mae: 0.0089 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0251e-04 - mae: 0.0089 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0252e-04 - mae: 0.0089 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0252e-04 - mae: 0.0089 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0254e-04 - mae: 0.0089 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0255e-04 - mae: 0.0089 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0256e-04 - mae: 0.0089 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0258e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0259e-04 - mae: 0.0089 - val_loss: 3.5517e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 261/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 24ms/step - loss: 6.3931e-05 - mae: 0.0060  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.6203e-05 - mae: 0.0080   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0274e-05 - mae: 0.0082  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5740e-05 - mae: 0.0085  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8494e-05 - mae: 0.0086  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0011e-04 - mae: 0.0087  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0106e-04 - mae: 0.0087  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0309e-04 - mae: 0.0088  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0519e-04 - mae: 0.0088  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0687e-04 - mae: 0.0089  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0819e-04 - mae: 0.0089 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0889e-04 - mae: 0.0089 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0938e-04 - mae: 0.0089 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0985e-04 - mae: 0.0089 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1014e-04 - mae: 0.0089 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1035e-04 - mae: 0.0090 155/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1040e-04 - mae: 0.0090 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1067e-04 - mae: 0.0090 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1093e-04 - mae: 0.0090 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1116e-04 - mae: 0.0090 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1133e-04 - mae: 0.0090 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1142e-04 - mae: 0.0090 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1145e-04 - mae: 0.0090 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1167e-04 - mae: 0.0090 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1190e-04 - mae: 0.0090 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1211e-04 - mae: 0.0090 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1224e-04 - mae: 0.0090 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1235e-04 - mae: 0.0090 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1244e-04 - mae: 0.0090 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1250e-04 - mae: 0.0090 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1252e-04 - mae: 0.0090 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1258e-04 - mae: 0.0090 309/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1260e-04 - mae: 0.0090 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1261e-04 - mae: 0.0090 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1261e-04 - mae: 0.0090 338/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1259e-04 - mae: 0.0090 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1255e-04 - mae: 0.0090 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1250e-04 - mae: 0.0090 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1244e-04 - mae: 0.0090 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1238e-04 - mae: 0.0090 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1230e-04 - mae: 0.0090 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1222e-04 - mae: 0.0090 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1214e-04 - mae: 0.0090 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1206e-04 - mae: 0.0090 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1198e-04 - mae: 0.0090 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1190e-04 - mae: 0.0090 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1188e-04 - mae: 0.0090 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1189e-04 - mae: 0.0090 466/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1189e-04 - mae: 0.0090 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1191e-04 - mae: 0.0090 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1192e-04 - mae: 0.0090 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1194e-04 - mae: 0.0090 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1194e-04 - mae: 0.0090 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1195e-04 - mae: 0.0090 524/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1196e-04 - mae: 0.0090 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1197e-04 - mae: 0.0090 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1198e-04 - mae: 0.0090 552/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1198e-04 - mae: 0.0090 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1197e-04 - mae: 0.0090 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0012e-04 - mae: 0.0088  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0041e-04 - mae: 0.0088  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0032e-04 - mae: 0.0088 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0005e-04 - mae: 0.0088 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9695e-05 - mae: 0.0088 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9431e-05 - mae: 0.0088 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9229e-05 - mae: 0.0088 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9639e-05 - mae: 0.0088 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0018e-04 - mae: 0.0088 160/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0066e-04 - mae: 0.0088 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0099e-04 - mae: 0.0088 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0121e-04 - mae: 0.0088 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0144e-04 - mae: 0.0088 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0167e-04 - mae: 0.0088 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0190e-04 - mae: 0.0088 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0208e-04 - mae: 0.0088 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0220e-04 - mae: 0.0088 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0231e-04 - mae: 0.0088 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0239e-04 - mae: 0.0088 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0245e-04 - mae: 0.0088 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0251e-04 - mae: 0.0088 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0254e-04 - mae: 0.0088 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0257e-04 - mae: 0.0088 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0258e-04 - mae: 0.0088 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0259e-04 - mae: 0.0088 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0259e-04 - mae: 0.0088 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0257e-04 - mae: 0.0088 332/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0255e-04 - mae: 0.0088 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0253e-04 - mae: 0.0088 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0250e-04 - mae: 0.0088 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0250e-04 - mae: 0.0088 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0249e-04 - mae: 0.0088 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0248e-04 - mae: 0.0088 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0248e-04 - mae: 0.0088 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0248e-04 - mae: 0.0088 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0249e-04 - mae: 0.0088 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0251e-04 - mae: 0.0088 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0253e-04 - mae: 0.0088 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0254e-04 - mae: 0.0088 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0256e-04 - mae: 0.0088 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0260e-04 - mae: 0.0088 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0265e-04 - mae: 0.0088 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0269e-04 - mae: 0.0088 490/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0273e-04 - mae: 0.0088 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0277e-04 - mae: 0.0088 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0283e-04 - mae: 0.0088 519/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0289e-04 - mae: 0.0089 528/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0294e-04 - mae: 0.0089 537/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0299e-04 - mae: 0.0089 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0302e-04 - mae: 0.0089 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0306e-04 - mae: 0.0089 566/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0309e-04 - mae: 0.0089 576/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0312e-04 - mae: 0.0089 586/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0315e-04 - mae: 0.0089 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0318e-04 - mae: 0.0089 607/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0322e-04 - mae: 0.0089 617/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0374e-04 - mae: 0.0089 - val_loss: 3.5504e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 263/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 1.4378e-04 - mae: 0.0118  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0689e-04 - mae: 0.0096   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.7982e-05 - mae: 0.0092  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5659e-05 - mae: 0.0090  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4443e-05 - mae: 0.0089  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5090e-05 - mae: 0.0089  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6537e-05 - mae: 0.0089  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7325e-05 - mae: 0.0090  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7678e-05 - mae: 0.0090  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7975e-05 - mae: 0.0090 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8517e-05 - mae: 0.0090 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8760e-05 - mae: 0.0090 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8987e-05 - mae: 0.0090 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9040e-05 - mae: 0.0090 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9081e-05 - mae: 0.0090 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9130e-05 - mae: 0.0090 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9152e-05 - mae: 0.0090 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9123e-05 - mae: 0.0089 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9105e-05 - mae: 0.0089 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9075e-05 - mae: 0.0089 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.8995e-05 - mae: 0.0089 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9017e-05 - mae: 0.0089 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9117e-05 - mae: 0.0089 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9194e-05 - mae: 0.0089 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9244e-05 - mae: 0.0089 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9297e-05 - mae: 0.0089 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9320e-05 - mae: 0.0089 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9322e-05 - mae: 0.0089 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9334e-05 - mae: 0.0089 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9333e-05 - mae: 0.0089 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9319e-05 - mae: 0.0089 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9321e-05 - mae: 0.0089 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9362e-05 - mae: 0.0089 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9412e-05 - mae: 0.0089 330/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9458e-05 - mae: 0.0089 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9482e-05 - mae: 0.0089 349/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9493e-05 - mae: 0.0089 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9492e-05 - mae: 0.0089 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9507e-05 - mae: 0.0089 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9525e-05 - mae: 0.0089 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 8.1510e-05 - mae: 0.0080  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.1633e-05 - mae: 0.0079  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.3218e-05 - mae: 0.0079  52/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.5615e-05 - mae: 0.0080  62/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.6358e-05 - mae: 0.0081  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.6840e-05 - mae: 0.0081  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7337e-05 - mae: 0.0082  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7674e-05 - mae: 0.0082 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8040e-05 - mae: 0.0082 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8349e-05 - mae: 0.0083 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8587e-05 - mae: 0.0083 129/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.8922e-05 - mae: 0.0083 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.9395e-05 - mae: 0.0083 151/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.9841e-05 - mae: 0.0084 161/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.0237e-05 - mae: 0.0084 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.0570e-05 - mae: 0.0084 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.0832e-05 - mae: 0.0084 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.1057e-05 - mae: 0.0085 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.1240e-05 - mae: 0.0085 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.1670e-05 - mae: 0.0085 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.2151e-05 - mae: 0.0085 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.2815e-05 - mae: 0.0085 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.3606e-05 - mae: 0.0085 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4310e-05 - mae: 0.0086 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4902e-05 - mae: 0.0086 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5536e-05 - mae: 0.0086 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6096e-05 - mae: 0.0086 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6684e-05 - mae: 0.0086 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0542e-04 - mae: 0.0089 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0546e-04 - mae: 0.0089 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0550e-04 - mae: 0.0089 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0554e-04 - mae: 0.0089 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0558e-04 - mae: 0.0089 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0561e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0563e-04 - mae: 0.0089 - val_loss: 3.5626e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 265/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 23ms/step - loss: 1.2980e-04 - mae: 0.0109  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2107e-04 - mae: 0.0097   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1257e-04 - mae: 0.0094  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0962e-04 - mae: 0.0093  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0749e-04 - mae: 0.0093  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0611e-04 - mae: 0.0092  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0479e-04 - mae: 0.0091  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0387e-04 - mae: 0.0091  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0296e-04 - mae: 0.0091  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0250e-04 - mae: 0.0091  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0328e-04 - mae: 0.0090 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0406e-04 - mae: 0.0090 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0456e-04 - mae: 0.0090 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0501e-04 - mae: 0.0090 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0638e-04 - mae: 0.0090 140/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0755e-04 - mae: 0.0090 150/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0855e-04 - mae: 0.0090 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0948e-04 - mae: 0.0091 170/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1009e-04 - mae: 0.0091 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1059e-04 - mae: 0.0091 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0459e-04 - mae: 0.0089 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0464e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0468e-04 - mae: 0.0089 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0473e-04 - mae: 0.0089 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0477e-04 - mae: 0.0089 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0481e-04 - mae: 0.0089 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0484e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0487e-04 - mae: 0.0089 - val_loss: 3.5545e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 268/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 23ms/step - loss: 9.2317e-05 - mae: 0.0085  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0348e-04 - mae: 0.0099   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9737e-05 - mae: 0.0096  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0095e-04 - mae: 0.0096  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0271e-04 - mae: 0.0095  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0259e-04 - mae: 0.0094  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0255e-04 - mae: 0.0093  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0282e-04 - mae: 0.0093  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0255e-04 - mae: 0.0092  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0210e-04 - mae: 0.0092  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0178e-04 - mae: 0.0091 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0154e-04 - mae: 0.0091 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0147e-04 - mae: 0.0091 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0170e-04 - mae: 0.0090 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0189e-04 - mae: 0.0090 147/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0194e-04 - mae: 0.0090 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0194e-04 - mae: 0.0090 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0204e-04 - mae: 0.0090 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0219e-04 - mae: 0.0090 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0268e-04 - mae: 0.0090 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0307e-04 - mae: 0.0090 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0343e-04 - mae: 0.0090 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0374e-04 - mae: 0.0090 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0400e-04 - mae: 0.0090 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0429e-04 - mae: 0.0090 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0474e-04 - mae: 0.0090 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0513e-04 - mae: 0.0090 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0546e-04 - mae: 0.0090 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0576e-04 - mae: 0.0090 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0599e-04 - mae: 0.0090 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0615e-04 - mae: 0.0090 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0628e-04 - mae: 0.0090 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0642e-04 - mae: 0.0090 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0655e-04 - mae: 0.0090 331/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0668e-04 - mae: 0.0090 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0681e-04 - mae: 0.0090 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0693e-04 - mae: 0.0090 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0701e-04 - mae: 0.0090 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0707e-04 - mae: 0.0090 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0710e-04 - mae: 0.0090 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0716e-04 - mae: 0.0090 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0722e-04 - mae: 0.0090 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0729e-04 - mae: 0.0090 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0734e-04 - mae: 0.0090 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0738e-04 - mae: 0.0090 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0742e-04 - mae: 0.0090 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0746e-04 - mae: 0.0090 457/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0750e-04 - mae: 0.0090 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0752e-04 - mae: 0.0090 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0754e-04 - mae: 0.0090 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0755e-04 - mae: 0.0090 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0755e-04 - mae: 0.0090 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0754e-04 - mae: 0.0090 517/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0754e-04 - mae: 0.0090 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0753e-04 - mae: 0.0090 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0751e-04 - mae: 0.0090 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0749e-04 - mae: 0.0090 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0745e-04 - mae: 0.0090 568/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0741e-04 - mae: 0.0090 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0737e-04 - mae: 0.0090 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0733e-04 - mae: 0.0090 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0728e-04 - mae: 0.0090 607/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0723e-04 - mae: 0.0090 617/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0719e-04 - mae: 0.0090 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0714e-04 - mae: 0.0090 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0709e-04 - mae: 0.0090 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0704e-04 - mae: 0.0089 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0701e-04 - mae: 0.0089 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0697e-04 - mae: 0.0089 675/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0693e-04 - mae: 0.0089 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0690e-04 - mae: 0.0089 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0688e-04 - mae: 0.0089 701/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0685e-04 - mae: 0.0089 711/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0682e-04 - mae: 0.0089 721/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0680e-04 - mae: 0.0089 732/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0676e-04 - mae: 0.0089 742/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0674e-04 - mae: 0.0089 751/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0671e-04 - mae: 0.0089 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0667e-04 - mae: 0.0089 771/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0664e-04 - mae: 0.0089 780/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0661e-04 - mae: 0.0089 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0657e-04 - mae: 0.0089 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0654e-04 - mae: 0.0089 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0650e-04 - mae: 0.0089 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0647e-04 - mae: 0.0089 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0644e-04 - mae: 0.0089 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0641e-04 - mae: 0.0089 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0639e-04 - mae: 0.0089 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0637e-04 - mae: 0.0089 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0635e-04 - mae: 0.0089 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0633e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0631e-04 - mae: 0.0089 - val_loss: 3.5751e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 269/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 1.5421e-04 - mae: 0.0117  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2331e-04 - mae: 0.0099   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1225e-04 - mae: 0.0094  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0849e-04 - mae: 0.0093  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0678e-04 - mae: 0.0092  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0483e-04 - mae: 0.0091  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0388e-04 - mae: 0.0090  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0338e-04 - mae: 0.0090  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0316e-04 - mae: 0.0090  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0289e-04 - mae: 0.0090  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 9.9519e-05 - mae: 0.0089 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9422e-05 - mae: 0.0089 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9359e-05 - mae: 0.0089 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9286e-05 - mae: 0.0089 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9206e-05 - mae: 0.0089 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9114e-05 - mae: 0.0088 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9042e-05 - mae: 0.0088 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8962e-05 - mae: 0.0088 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8879e-05 - mae: 0.0088 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8832e-05 - mae: 0.0088 332/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8808e-05 - mae: 0.0088 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8799e-05 - mae: 0.0088 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8774e-05 - mae: 0.0088 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8751e-05 - mae: 0.0088 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8730e-05 - mae: 0.0088 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8705e-05 - mae: 0.0088 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8685e-05 - mae: 0.0088 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8665e-05 - mae: 0.0088 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8647e-05 - mae: 0.0088 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8648e-05 - mae: 0.0088 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8655e-05 - mae: 0.0088 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8663e-05 - mae: 0.0088 443/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8668e-05 - mae: 0.0088 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8667e-05 - mae: 0.0088 463/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8667e-05 - mae: 0.0088 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8671e-05 - mae: 0.0088 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8675e-05 - mae: 0.0088 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.8678e-05 - mae: 0.0088 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8701e-05 - mae: 0.0088 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8715e-05 - mae: 0.0088 522/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8724e-05 - mae: 0.0088 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8726e-05 - mae: 0.0088 542/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8726e-05 - mae: 0.0088 551/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8722e-05 - mae: 0.0088 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8721e-05 - mae: 0.0088 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8724e-05 - mae: 0.0088 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8729e-05 - mae: 0.0088 590/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8732e-05 - mae: 0.0088 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8741e-05 - mae: 0.0088 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8753e-05 - mae: 0.0088 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8769e-05 - mae: 0.0088 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.8807e-05 - mae: 0.0088 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 9.9965e-05 - mae: 0.0088 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0002e-04 - mae: 0.0088 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0007e-04 - mae: 0.0088 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0012e-04 - mae: 0.0088 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0017e-04 - mae: 0.0088 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0023e-04 - mae: 0.0088 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0028e-04 - mae: 0.0088 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0034e-04 - mae: 0.0088 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0040e-04 - mae: 0.0088 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0046e-04 - mae: 0.0088 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0052e-04 - mae: 0.0088 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0057e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0060e-04 - mae: 0.0088 - val_loss: 3.5529e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 270/300 - 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loss: 9.9796e-05 - mae: 0.0086 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0010e-04 - mae: 0.0086 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0058e-04 - mae: 0.0087 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0102e-04 - mae: 0.0087 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0190e-04 - mae: 0.0087 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0280e-04 - mae: 0.0087 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0354e-04 - mae: 0.0087 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0408e-04 - mae: 0.0088 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0447e-04 - mae: 0.0088 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0479e-04 - mae: 0.0088 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0512e-04 - mae: 0.0088 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0541e-04 - mae: 0.0088 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0563e-04 - mae: 0.0088 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0591e-04 - mae: 0.0088 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.2514e-04 - mae: 0.0086  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2941e-04 - mae: 0.0086  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3108e-04 - mae: 0.0087  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3193e-04 - mae: 0.0088  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3225e-04 - mae: 0.0088  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3193e-04 - mae: 0.0089  85/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3120e-04 - mae: 0.0089  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3019e-04 - mae: 0.0089 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2924e-04 - mae: 0.0089 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2826e-04 - mae: 0.0089 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2729e-04 - mae: 0.0089 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2632e-04 - mae: 0.0089 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2523e-04 - mae: 0.0089 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2431e-04 - mae: 0.0089 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2353e-04 - mae: 0.0089 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2288e-04 - mae: 0.0089 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2217e-04 - mae: 0.0089 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2158e-04 - mae: 0.0090 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2119e-04 - mae: 0.0090 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2072e-04 - mae: 0.0090 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2026e-04 - mae: 0.0090 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1984e-04 - mae: 0.0090 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1937e-04 - mae: 0.0090 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1889e-04 - mae: 0.0090 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1846e-04 - mae: 0.0090 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1803e-04 - mae: 0.0090 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1764e-04 - mae: 0.0090 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1750e-04 - mae: 0.0090 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1740e-04 - mae: 0.0090 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1727e-04 - mae: 0.0090 325/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1714e-04 - mae: 0.0090 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1699e-04 - mae: 0.0090 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1682e-04 - mae: 0.0090 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1667e-04 - mae: 0.0090 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1654e-04 - mae: 0.0090 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1640e-04 - mae: 0.0090 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1626e-04 - mae: 0.0090 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1614e-04 - mae: 0.0090 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1602e-04 - mae: 0.0090 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1598e-04 - mae: 0.0090 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1592e-04 - mae: 0.0090 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1587e-04 - mae: 0.0090 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.1268e-04 - mae: 0.0089 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1264e-04 - mae: 0.0089 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1260e-04 - mae: 0.0089 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1256e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1254e-04 - mae: 0.0089 - val_loss: 3.5588e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 272/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 23s 26ms/step - loss: 2.1198e-04 - mae: 0.0146  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1064e-04 - mae: 0.0100   18/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0253e-04 - mae: 0.0096  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9213e-05 - mae: 0.0094  37/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7861e-05 - mae: 0.0093  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7339e-05 - mae: 0.0092  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8028e-05 - mae: 0.0091  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8595e-05 - mae: 0.0091  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8971e-05 - mae: 0.0091  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9065e-05 - mae: 0.0091  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8953e-05 - mae: 0.0091 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8839e-05 - mae: 0.0091 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8926e-05 - mae: 0.0091 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8978e-05 - mae: 0.0091 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9270e-05 - mae: 0.0091 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9626e-05 - mae: 0.0091 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9961e-05 - mae: 0.0091 162/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0024e-04 - mae: 0.0091 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0042e-04 - mae: 0.0091 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0067e-04 - mae: 0.0091 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0099e-04 - mae: 0.0091 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0146e-04 - mae: 0.0091 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0191e-04 - mae: 0.0091 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0233e-04 - mae: 0.0091 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0266e-04 - mae: 0.0091 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0292e-04 - mae: 0.0091 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0318e-04 - mae: 0.0091 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0345e-04 - mae: 0.0091 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0365e-04 - mae: 0.0091 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0385e-04 - mae: 0.0091 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0401e-04 - mae: 0.0091 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0416e-04 - mae: 0.0091 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0429e-04 - mae: 0.0091 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0439e-04 - mae: 0.0091 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0447e-04 - mae: 0.0091 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0455e-04 - mae: 0.0091 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0709e-04 - mae: 0.0091 - val_loss: 3.5471e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 273/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.4373e-04 - mae: 0.0096  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0621e-04 - mae: 0.0090   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6847e-05 - mae: 0.0087  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2840e-05 - mae: 0.0086  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0929e-05 - mae: 0.0086  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0279e-05 - mae: 0.0086  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9890e-05 - mae: 0.0086  65/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1329e-05 - mae: 0.0086  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4218e-05 - mae: 0.0086  85/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6464e-05 - mae: 0.0086  94/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8192e-05 - mae: 0.0087 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9671e-05 - mae: 0.0087 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0061e-04 - mae: 0.0087 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0132e-04 - mae: 0.0087 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0202e-04 - mae: 0.0087 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0248e-04 - mae: 0.0087 154/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0283e-04 - mae: 0.0088 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0311e-04 - mae: 0.0088 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0337e-04 - mae: 0.0088 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0359e-04 - mae: 0.0088 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0379e-04 - mae: 0.0088 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0395e-04 - mae: 0.0088 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0406e-04 - mae: 0.0088 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0410e-04 - mae: 0.0088 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0416e-04 - mae: 0.0088 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0422e-04 - mae: 0.0088 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0350e-04 - mae: 0.0088 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0353e-04 - mae: 0.0088 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0356e-04 - mae: 0.0088 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0360e-04 - mae: 0.0088 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0364e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0367e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0367e-04 - mae: 0.0088 - val_loss: 3.5528e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 275/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 23ms/step - loss: 1.2873e-04 - mae: 0.0098  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0792e-04 - mae: 0.0094   23/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0600e-04 - mae: 0.0092  33/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0508e-04 - mae: 0.0091  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0388e-04 - mae: 0.0090  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0349e-04 - mae: 0.0090  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.0398e-04 - mae: 0.0087 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0410e-04 - mae: 0.0087 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0422e-04 - mae: 0.0087 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0433e-04 - mae: 0.0087 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0443e-04 - mae: 0.0087 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0453e-04 - mae: 0.0087 528/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0462e-04 - mae: 0.0087 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0470e-04 - mae: 0.0087 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0477e-04 - mae: 0.0087 557/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0485e-04 - mae: 0.0087 568/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0495e-04 - mae: 0.0087 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0503e-04 - mae: 0.0087 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0510e-04 - mae: 0.0087 596/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0517e-04 - mae: 0.0087 606/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0621e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0622e-04 - mae: 0.0088 - val_loss: 3.5655e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 276/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 16s 19ms/step - loss: 6.3503e-05 - mae: 0.0063  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.6449e-05 - mae: 0.0083   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0038e-04 - mae: 0.0087  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0293e-04 - mae: 0.0089  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0811e-04 - mae: 0.0089  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1095e-04 - mae: 0.0089  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1153e-04 - mae: 0.0089  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1133e-04 - mae: 0.0089  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1090e-04 - mae: 0.0089  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1048e-04 - mae: 0.0089  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1017e-04 - mae: 0.0088 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0981e-04 - mae: 0.0088 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1039e-04 - mae: 0.0089 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1087e-04 - mae: 0.0089 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1118e-04 - mae: 0.0089 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1153e-04 - mae: 0.0089 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1204e-04 - mae: 0.0089 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1298e-04 - mae: 0.0089 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1365e-04 - mae: 0.0089 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1413e-04 - mae: 0.0089 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1453e-04 - mae: 0.0089 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1481e-04 - mae: 0.0089 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1500e-04 - mae: 0.0089 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1514e-04 - mae: 0.0089 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1528e-04 - mae: 0.0089 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1537e-04 - mae: 0.0089 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1547e-04 - mae: 0.0089 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1552e-04 - mae: 0.0089 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1554e-04 - mae: 0.0089 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1555e-04 - mae: 0.0089 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1556e-04 - mae: 0.0089 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1573e-04 - mae: 0.0089 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1587e-04 - mae: 0.0089 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1598e-04 - mae: 0.0089 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1607e-04 - mae: 0.0089 338/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1615e-04 - mae: 0.0089 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1622e-04 - mae: 0.0089 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1630e-04 - mae: 0.0089 368/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1634e-04 - mae: 0.0089 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1637e-04 - mae: 0.0089 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1639e-04 - mae: 0.0089 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1638e-04 - mae: 0.0089 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1637e-04 - mae: 0.0089 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1636e-04 - mae: 0.0089 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1636e-04 - mae: 0.0089 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1637e-04 - mae: 0.0089 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1635e-04 - mae: 0.0089 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1632e-04 - mae: 0.0089 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1631e-04 - mae: 0.0089 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1628e-04 - mae: 0.0089 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1626e-04 - mae: 0.0089 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1623e-04 - mae: 0.0089 506/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1621e-04 - mae: 0.0089 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1618e-04 - mae: 0.0089 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1616e-04 - mae: 0.0089 537/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1615e-04 - mae: 0.0089 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1613e-04 - mae: 0.0089 557/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1611e-04 - mae: 0.0089 567/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1609e-04 - mae: 0.0089 577/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1607e-04 - mae: 0.0089 587/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1604e-04 - mae: 0.0089 596/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1602e-04 - mae: 0.0089 605/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1598e-04 - mae: 0.0089 614/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1596e-04 - mae: 0.0089 622/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1593e-04 - mae: 0.0089 631/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1589e-04 - mae: 0.0089 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1585e-04 - mae: 0.0089 651/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1581e-04 - mae: 0.0090 661/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1576e-04 - mae: 0.0090 671/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1571e-04 - mae: 0.0090 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1566e-04 - mae: 0.0090 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1560e-04 - mae: 0.0090 701/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1555e-04 - mae: 0.0090 713/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1548e-04 - mae: 0.0090 723/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1542e-04 - mae: 0.0090 732/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1537e-04 - mae: 0.0090 742/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1531e-04 - mae: 0.0090 753/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1524e-04 - mae: 0.0090 763/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1518e-04 - mae: 0.0090 773/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1512e-04 - mae: 0.0090 782/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1506e-04 - mae: 0.0090 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1501e-04 - mae: 0.0090 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1496e-04 - mae: 0.0090 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1490e-04 - mae: 0.0090 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1485e-04 - mae: 0.0090 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1480e-04 - mae: 0.0090 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1475e-04 - mae: 0.0090 851/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1471e-04 - mae: 0.0090 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1466e-04 - mae: 0.0090 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1462e-04 - mae: 0.0090 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1457e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1456e-04 - mae: 0.0090 - val_loss: 3.5703e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 277/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 9.4149e-05 - mae: 0.0093  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 7.9846e-05 - mae: 0.0079   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 8.5118e-05 - mae: 0.0082  27/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 8.7952e-05 - mae: 0.0084  36/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.1276e-05 - mae: 0.0085  44/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.3649e-05 - mae: 0.0086  53/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.5536e-05 - mae: 0.0087  63/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6947e-05 - mae: 0.0087  73/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7550e-05 - mae: 0.0087  83/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8634e-05 - mae: 0.0088  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9420e-05 - mae: 0.0088 103/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9998e-05 - mae: 0.0088 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0117e-04 - mae: 0.0088 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0204e-04 - mae: 0.0088 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0274e-04 - mae: 0.0088 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0327e-04 - mae: 0.0088 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0371e-04 - mae: 0.0088 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0423e-04 - mae: 0.0088 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0464e-04 - mae: 0.0088 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0499e-04 - mae: 0.0088 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0528e-04 - mae: 0.0088 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0555e-04 - mae: 0.0089 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0577e-04 - mae: 0.0089 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0606e-04 - mae: 0.0089 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0633e-04 - mae: 0.0089 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0650e-04 - mae: 0.0089 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0667e-04 - mae: 0.0089 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0681e-04 - mae: 0.0089 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0690e-04 - mae: 0.0089 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0696e-04 - mae: 0.0089 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0698e-04 - mae: 0.0089 294/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0701e-04 - mae: 0.0089 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0703e-04 - mae: 0.0089 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0703e-04 - mae: 0.0089 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0702e-04 - mae: 0.0089 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0701e-04 - mae: 0.0089 343/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0696e-04 - mae: 0.0089 353/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0691e-04 - mae: 0.0089 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0686e-04 - mae: 0.0089 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0683e-04 - mae: 0.0089 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0679e-04 - mae: 0.0089 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0676e-04 - mae: 0.0089 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0678e-04 - mae: 0.0089 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0679e-04 - mae: 0.0089 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0681e-04 - mae: 0.0089 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0682e-04 - mae: 0.0089 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0682e-04 - mae: 0.0089 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0684e-04 - mae: 0.0089 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0684e-04 - mae: 0.0089 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0683e-04 - mae: 0.0089 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0682e-04 - mae: 0.0089 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0681e-04 - mae: 0.0089 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0681e-04 - mae: 0.0089 506/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0679e-04 - mae: 0.0089 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0677e-04 - mae: 0.0089 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0676e-04 - mae: 0.0089 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0675e-04 - mae: 0.0089 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0680e-04 - mae: 0.0089 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0684e-04 - mae: 0.0089 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0688e-04 - mae: 0.0089 575/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0692e-04 - mae: 0.0089 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0695e-04 - mae: 0.0089 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0697e-04 - mae: 0.0089 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0701e-04 - mae: 0.0089 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0704e-04 - mae: 0.0089 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0707e-04 - mae: 0.0089 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0709e-04 - mae: 0.0089 642/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0711e-04 - mae: 0.0089 653/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0712e-04 - mae: 0.0089 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0713e-04 - mae: 0.0089 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0713e-04 - mae: 0.0089 682/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0713e-04 - mae: 0.0089 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0713e-04 - mae: 0.0089 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0712e-04 - mae: 0.0089 710/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0711e-04 - mae: 0.0089 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0711e-04 - mae: 0.0089 728/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0711e-04 - mae: 0.0089 738/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0711e-04 - mae: 0.0089 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0710e-04 - mae: 0.0089 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0710e-04 - mae: 0.0089 767/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0710e-04 - mae: 0.0089 776/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0709e-04 - mae: 0.0089 785/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0709e-04 - mae: 0.0089 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0709e-04 - mae: 0.0089 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0708e-04 - mae: 0.0089 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0708e-04 - mae: 0.0089 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0707e-04 - mae: 0.0089 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0706e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0706e-04 - mae: 0.0089 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0705e-04 - mae: 0.0089 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0705e-04 - mae: 0.0089 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0705e-04 - mae: 0.0089 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0704e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0704e-04 - mae: 0.0089 - val_loss: 3.5477e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 278/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 1.3156e-04 - mae: 0.0111  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1101e-04 - mae: 0.0100   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0546e-04 - mae: 0.0096  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0229e-04 - mae: 0.0094  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0059e-04 - mae: 0.0093  52/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9881e-05 - mae: 0.0092  62/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0028e-04 - mae: 0.0092  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0045e-04 - mae: 0.0092  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0049e-04 - mae: 0.0092  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0041e-04 - mae: 0.0091  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0026e-04 - mae: 0.0091 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0009e-04 - mae: 0.0091 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9940e-05 - mae: 0.0091 129/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0022e-04 - mae: 0.0091 138/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0063e-04 - mae: 0.0091 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0105e-04 - mae: 0.0091 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0141e-04 - mae: 0.0091 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0176e-04 - mae: 0.0091 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0209e-04 - mae: 0.0091 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0235e-04 - mae: 0.0091 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0253e-04 - mae: 0.0091 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0268e-04 - mae: 0.0091 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0280e-04 - mae: 0.0091 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0294e-04 - mae: 0.0091 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0308e-04 - mae: 0.0091 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0329e-04 - mae: 0.0091 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0347e-04 - mae: 0.0091 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0365e-04 - mae: 0.0091 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0384e-04 - mae: 0.0091 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0399e-04 - mae: 0.0091 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0413e-04 - mae: 0.0091 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0426e-04 - mae: 0.0091 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0441e-04 - mae: 0.0091 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0454e-04 - mae: 0.0091 331/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0464e-04 - mae: 0.0091 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0474e-04 - mae: 0.0091 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0483e-04 - mae: 0.0091 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0490e-04 - mae: 0.0091 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0495e-04 - mae: 0.0091 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0500e-04 - mae: 0.0091 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0502e-04 - mae: 0.0091 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0513e-04 - mae: 0.0091 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0528e-04 - mae: 0.0091 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0543e-04 - mae: 0.0091 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0557e-04 - mae: 0.0091 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0567e-04 - mae: 0.0091 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0578e-04 - mae: 0.0091 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.1178e-04 - mae: 0.0092 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1138e-04 - mae: 0.0092 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1097e-04 - mae: 0.0092 138/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1071e-04 - mae: 0.0092 147/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1055e-04 - mae: 0.0092 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1034e-04 - mae: 0.0092 165/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1019e-04 - mae: 0.0092 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1008e-04 - mae: 0.0092 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1062e-04 - mae: 0.0092 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1119e-04 - mae: 0.0092 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1160e-04 - mae: 0.0092 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1188e-04 - mae: 0.0092 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1207e-04 - mae: 0.0092 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1219e-04 - mae: 0.0092 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1228e-04 - mae: 0.0092 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1234e-04 - mae: 0.0092 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1238e-04 - mae: 0.0092 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1241e-04 - mae: 0.0091 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1243e-04 - mae: 0.0091 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1243e-04 - mae: 0.0091 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1245e-04 - mae: 0.0091 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1248e-04 - mae: 0.0091 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1249e-04 - mae: 0.0091 330/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1249e-04 - mae: 0.0091 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1247e-04 - mae: 0.0091 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1243e-04 - mae: 0.0091 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1236e-04 - mae: 0.0091 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1228e-04 - mae: 0.0091 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 9.0214e-05 - mae: 0.0086  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1083e-05 - mae: 0.0087  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1451e-05 - mae: 0.0087  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1464e-05 - mae: 0.0087  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1718e-05 - mae: 0.0087 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2347e-05 - mae: 0.0087 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2914e-05 - mae: 0.0087 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3497e-05 - mae: 0.0087 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4053e-05 - mae: 0.0087 147/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4613e-05 - mae: 0.0087 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5020e-05 - mae: 0.0087 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5451e-05 - mae: 0.0088 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5899e-05 - mae: 0.0088 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6275e-05 - mae: 0.0088 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0695e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0695e-04 - mae: 0.0088 - val_loss: 3.5506e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 282/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 5.1946e-05 - mae: 0.0064  9/884 ━━━━━━━━━━━━━━━━━━━━ 5s 7ms/step - loss: 8.6856e-05 - mae: 0.0087   17/884 ━━━━━━━━━━━━━━━━━━━━ 5s 7ms/step - loss: 9.2383e-05 - mae: 0.0089  27/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.6134e-05 - mae: 0.0090  37/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.6595e-05 - mae: 0.0090  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6125e-05 - mae: 0.0089  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6263e-05 - mae: 0.0088  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6528e-05 - mae: 0.0088  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6780e-05 - mae: 0.0088  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7133e-05 - mae: 0.0088 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7281e-05 - mae: 0.0088 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7283e-05 - mae: 0.0088 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7262e-05 - mae: 0.0088 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7305e-05 - mae: 0.0088 141/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8161e-05 - mae: 0.0088 151/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8883e-05 - mae: 0.0088 161/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9464e-05 - mae: 0.0088 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9923e-05 - mae: 0.0088 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0030e-04 - mae: 0.0088 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0054e-04 - mae: 0.0088 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0072e-04 - mae: 0.0088 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0088e-04 - mae: 0.0088 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0107e-04 - mae: 0.0088 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0126e-04 - mae: 0.0088 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0144e-04 - mae: 0.0088 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0477e-04 - mae: 0.0089 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0479e-04 - mae: 0.0089 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0481e-04 - mae: 0.0089 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0484e-04 - mae: 0.0089 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0485e-04 - mae: 0.0089 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0487e-04 - mae: 0.0089 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0490e-04 - mae: 0.0089 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0493e-04 - mae: 0.0089 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0497e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0499e-04 - mae: 0.0089 - val_loss: 3.5658e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 283/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 24ms/step - loss: 1.1640e-04 - mae: 0.0098  9/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.0764e-05 - mae: 0.0086   18/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.2352e-05 - mae: 0.0086  27/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 9.6410e-05 - mae: 0.0089  37/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6979e-05 - mae: 0.0089  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7649e-05 - mae: 0.0089  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7752e-05 - mae: 0.0089  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7947e-05 - mae: 0.0089  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8168e-05 - mae: 0.0089  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8299e-05 - mae: 0.0089  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8318e-05 - mae: 0.0089 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8384e-05 - mae: 0.0089 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8594e-05 - mae: 0.0089 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8748e-05 - mae: 0.0089 138/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8814e-05 - mae: 0.0089 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8827e-05 - mae: 0.0089 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8835e-05 - mae: 0.0089 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0227e-04 - mae: 0.0089 859/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0232e-04 - mae: 0.0089 869/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0236e-04 - mae: 0.0089 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0240e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0242e-04 - mae: 0.0089 - val_loss: 3.5457e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 284/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 4.9032e-05 - mae: 0.0061  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7193e-05 - mae: 0.0088   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0154e-04 - mae: 0.0089  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0122e-04 - mae: 0.0088  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0331e-04 - mae: 0.0088  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0953e-04 - mae: 0.0089  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1338e-04 - mae: 0.0089  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1566e-04 - mae: 0.0090  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.0818e-04 - mae: 0.0089 - val_loss: 3.5456e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 285/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 7.5002e-05 - mae: 0.0083  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0092e-05 - mae: 0.0087   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6129e-05 - mae: 0.0090  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0358e-04 - mae: 0.0091  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0545e-04 - mae: 0.0090  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0627e-04 - mae: 0.0090  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0747e-04 - mae: 0.0090  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0808e-04 - mae: 0.0090  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0842e-04 - mae: 0.0090  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0837e-04 - mae: 0.0090 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0801e-04 - mae: 0.0089 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0777e-04 - mae: 0.0089 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0766e-04 - mae: 0.0089 131/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0758e-04 - mae: 0.0089 140/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0743e-04 - mae: 0.0089 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0720e-04 - mae: 0.0089 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0693e-04 - mae: 0.0089 168/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0665e-04 - mae: 0.0089 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0629e-04 - mae: 0.0089 188/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0594e-04 - mae: 0.0089 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0560e-04 - mae: 0.0089 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0530e-04 - mae: 0.0089 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0500e-04 - mae: 0.0089 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0468e-04 - mae: 0.0089 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0442e-04 - mae: 0.0089 246/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0421e-04 - mae: 0.0089 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0399e-04 - mae: 0.0088 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0377e-04 - mae: 0.0088 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0355e-04 - mae: 0.0088 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0338e-04 - mae: 0.0088 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0322e-04 - mae: 0.0088 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0305e-04 - mae: 0.0088 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0288e-04 - mae: 0.0088 326/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0271e-04 - mae: 0.0088 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0256e-04 - mae: 0.0088 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0241e-04 - mae: 0.0088 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0230e-04 - mae: 0.0088 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0219e-04 - mae: 0.0088 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0208e-04 - mae: 0.0088 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0201e-04 - mae: 0.0088 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0200e-04 - mae: 0.0088 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0199e-04 - mae: 0.0088 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0197e-04 - mae: 0.0088 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0196e-04 - mae: 0.0088 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0195e-04 - mae: 0.0088 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0195e-04 - mae: 0.0088 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0196e-04 - mae: 0.0088 457/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0195e-04 - mae: 0.0088 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0194e-04 - mae: 0.0088 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0194e-04 - mae: 0.0088 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0194e-04 - mae: 0.0088 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0194e-04 - mae: 0.0088 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0193e-04 - mae: 0.0088 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0192e-04 - mae: 0.0088 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0190e-04 - mae: 0.0088 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0189e-04 - mae: 0.0088 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0189e-04 - mae: 0.0088 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0188e-04 - mae: 0.0088 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0189e-04 - mae: 0.0088 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0189e-04 - mae: 0.0088 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0190e-04 - mae: 0.0088 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0191e-04 - mae: 0.0088 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0191e-04 - mae: 0.0088 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0193e-04 - mae: 0.0088 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0194e-04 - mae: 0.0088 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0195e-04 - mae: 0.0088 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0196e-04 - mae: 0.0088 653/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0196e-04 - mae: 0.0088 662/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0196e-04 - mae: 0.0088 672/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0196e-04 - mae: 0.0088 682/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0195e-04 - mae: 0.0088 691/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0195e-04 - mae: 0.0088 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0194e-04 - mae: 0.0088 710/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0193e-04 - mae: 0.0088 720/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0192e-04 - mae: 0.0088 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0192e-04 - mae: 0.0088 737/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0192e-04 - mae: 0.0088 745/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0193e-04 - mae: 0.0088 754/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0193e-04 - mae: 0.0088 764/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0194e-04 - mae: 0.0088 774/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0196e-04 - mae: 0.0088 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0198e-04 - mae: 0.0088 794/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0201e-04 - mae: 0.0088 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0203e-04 - mae: 0.0088 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0206e-04 - mae: 0.0088 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0209e-04 - mae: 0.0088 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0211e-04 - mae: 0.0088 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0213e-04 - mae: 0.0088 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0215e-04 - mae: 0.0088 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0217e-04 - mae: 0.0088 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0220e-04 - mae: 0.0088 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0224e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0225e-04 - mae: 0.0088 - val_loss: 3.5660e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 286/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 5.4199e-05 - mae: 0.0062  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 7.1325e-05 - mae: 0.0072   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.7034e-05 - mae: 0.0077  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.0353e-05 - mae: 0.0079  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.3639e-05 - mae: 0.0081  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.4963e-05 - mae: 0.0082  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.5711e-05 - mae: 0.0082  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.6642e-05 - mae: 0.0083  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7257e-05 - mae: 0.0083  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7992e-05 - mae: 0.0084  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.8567e-05 - mae: 0.0084 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9045e-05 - mae: 0.0084 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9350e-05 - mae: 0.0084 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9518e-05 - mae: 0.0084 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9694e-05 - mae: 0.0084 140/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9881e-05 - mae: 0.0084 148/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0052e-05 - mae: 0.0084 156/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0193e-05 - mae: 0.0084 165/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0373e-05 - mae: 0.0084 174/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0541e-05 - mae: 0.0084 184/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.0677e-05 - mae: 0.0084 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.0820e-05 - mae: 0.0084 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.0949e-05 - mae: 0.0084 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1099e-05 - mae: 0.0085 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1281e-05 - mae: 0.0085 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1481e-05 - mae: 0.0085 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1707e-05 - mae: 0.0085 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.1905e-05 - mae: 0.0085 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2069e-05 - mae: 0.0085 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2229e-05 - mae: 0.0085 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2343e-05 - mae: 0.0085 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2454e-05 - mae: 0.0085 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2535e-05 - mae: 0.0085 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2598e-05 - mae: 0.0085 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2701e-05 - mae: 0.0085 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2827e-05 - mae: 0.0085 340/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2945e-05 - mae: 0.0085 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.3043e-05 - mae: 0.0085 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.3126e-05 - mae: 0.0085 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.3218e-05 - mae: 0.0085 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.3315e-05 - mae: 0.0085 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.3410e-05 - mae: 0.0085 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.3526e-05 - mae: 0.0085 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.3671e-05 - mae: 0.0086 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.3786e-05 - mae: 0.0086 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.3926e-05 - mae: 0.0086 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.4043e-05 - mae: 0.0086 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.4141e-05 - mae: 0.0086 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.4248e-05 - mae: 0.0086 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.4396e-05 - mae: 0.0086 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.4590e-05 - mae: 0.0086 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.4771e-05 - mae: 0.0086 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.4968e-05 - mae: 0.0086 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.5152e-05 - mae: 0.0086 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.5334e-05 - mae: 0.0086 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.5523e-05 - mae: 0.0086 533/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.5705e-05 - mae: 0.0086 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.5884e-05 - mae: 0.0086 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.6085e-05 - mae: 0.0086 560/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.6305e-05 - mae: 0.0086 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.6520e-05 - mae: 0.0086 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.6755e-05 - mae: 0.0086 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.6957e-05 - mae: 0.0086 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.7127e-05 - mae: 0.0086 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.7311e-05 - mae: 0.0086 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.7497e-05 - mae: 0.0086 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.7655e-05 - mae: 0.0086 639/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.7825e-05 - mae: 0.0086 649/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.7984e-05 - mae: 0.0086 659/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8148e-05 - mae: 0.0086 668/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8311e-05 - mae: 0.0086 678/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8488e-05 - mae: 0.0086 688/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8664e-05 - mae: 0.0086 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 9.8830e-05 - mae: 0.0086 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 9.9009e-05 - mae: 0.0086 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 9.9165e-05 - mae: 0.0086 728/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 9.9296e-05 - mae: 0.0086 738/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 9.9439e-05 - mae: 0.0087 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 9.9577e-05 - mae: 0.0087 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 9.9709e-05 - mae: 0.0087 769/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.9843e-05 - mae: 0.0087 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.9958e-05 - mae: 0.0087 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0007e-04 - mae: 0.0087 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0017e-04 - mae: 0.0087 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0026e-04 - mae: 0.0087 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0036e-04 - mae: 0.0087 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0045e-04 - mae: 0.0087 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0055e-04 - mae: 0.0087 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0063e-04 - mae: 0.0087 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0072e-04 - mae: 0.0087 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0080e-04 - mae: 0.0087 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0088e-04 - mae: 0.0087 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0093e-04 - mae: 0.0087 - val_loss: 3.5456e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 287/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 1.2301e-04 - mae: 0.0095  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2515e-04 - mae: 0.0100   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2387e-04 - mae: 0.0097  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2099e-04 - mae: 0.0095  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1945e-04 - mae: 0.0095  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1762e-04 - mae: 0.0094  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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loss: 1.1212e-04 - mae: 0.0092 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1186e-04 - mae: 0.0092 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1156e-04 - mae: 0.0092 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1125e-04 - mae: 0.0092 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1095e-04 - mae: 0.0092 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1068e-04 - mae: 0.0091 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1048e-04 - mae: 0.0091 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1032e-04 - mae: 0.0091 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1017e-04 - mae: 0.0091 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1003e-04 - mae: 0.0091 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0990e-04 - mae: 0.0091 297/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0978e-04 - mae: 0.0091 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0966e-04 - mae: 0.0091 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0958e-04 - mae: 0.0091 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0304e-04 - mae: 0.0087 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0346e-04 - mae: 0.0088 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0387e-04 - mae: 0.0088 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0421e-04 - mae: 0.0088 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0464e-04 - mae: 0.0088 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0506e-04 - mae: 0.0088 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0538e-04 - mae: 0.0088 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0574e-04 - mae: 0.0088 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0601e-04 - mae: 0.0088 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0625e-04 - mae: 0.0088 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0647e-04 - mae: 0.0088 336/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0671e-04 - mae: 0.0088 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0697e-04 - mae: 0.0089 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0723e-04 - mae: 0.0089 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0691e-04 - mae: 0.0090   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0429e-04 - mae: 0.0090  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0349e-04 - mae: 0.0090  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0569e-04 - mae: 0.0090  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0676e-04 - mae: 0.0090  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0749e-04 - mae: 0.0090  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0806e-04 - mae: 0.0090  74/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0811e-04 - mae: 0.0090  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0767e-04 - mae: 0.0090  94/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0728e-04 - mae: 0.0089 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0690e-04 - mae: 0.0089 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0668e-04 - mae: 0.0089 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0643e-04 - mae: 0.0089 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0611e-04 - mae: 0.0089 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0598e-04 - mae: 0.0089 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0582e-04 - mae: 0.0089 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0586e-04 - mae: 0.0089 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0597e-04 - mae: 0.0089 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0611e-04 - mae: 0.0089 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0620e-04 - mae: 0.0089 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0620e-04 - mae: 0.0089 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0621e-04 - mae: 0.0089 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0618e-04 - mae: 0.0089 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0615e-04 - mae: 0.0089 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0609e-04 - mae: 0.0089 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0604e-04 - mae: 0.0089 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0603e-04 - mae: 0.0089 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0601e-04 - mae: 0.0089 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0602e-04 - mae: 0.0089 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0604e-04 - mae: 0.0089 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0604e-04 - mae: 0.0089 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0601e-04 - mae: 0.0089 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0600e-04 - mae: 0.0089 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0601e-04 - mae: 0.0089 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0602e-04 - mae: 0.0089 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0602e-04 - mae: 0.0089 358/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0600e-04 - mae: 0.0089 368/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0598e-04 - mae: 0.0089 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0595e-04 - mae: 0.0089 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0590e-04 - mae: 0.0089 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0585e-04 - mae: 0.0089 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0579e-04 - mae: 0.0089 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0583e-04 - mae: 0.0089 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0584e-04 - mae: 0.0089 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0585e-04 - mae: 0.0089 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0586e-04 - mae: 0.0089 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0586e-04 - mae: 0.0089 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0588e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0589e-04 - mae: 0.0089 - val_loss: 3.5447e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 290/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 23ms/step - loss: 2.0924e-04 - mae: 0.0137  13/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2689e-04 - mae: 0.0106   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1951e-04 - mae: 0.0101  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1792e-04 - mae: 0.0099  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1588e-04 - mae: 0.0097  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1386e-04 - mae: 0.0096  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1237e-04 - mae: 0.0095  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1077e-04 - mae: 0.0094  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0932e-04 - mae: 0.0093  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0836e-04 - mae: 0.0093 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0762e-04 - mae: 0.0093 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0697e-04 - mae: 0.0092 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0682e-04 - mae: 0.0092 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0666e-04 - mae: 0.0092 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0649e-04 - mae: 0.0092 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0625e-04 - mae: 0.0092 156/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0591e-04 - mae: 0.0091 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0557e-04 - mae: 0.0091 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0527e-04 - mae: 0.0091 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0509e-04 - mae: 0.0091 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0496e-04 - mae: 0.0091 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0487e-04 - mae: 0.0091 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0482e-04 - mae: 0.0091 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0480e-04 - mae: 0.0091 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0481e-04 - mae: 0.0091 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0482e-04 - mae: 0.0091 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0478e-04 - mae: 0.0091 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0472e-04 - mae: 0.0091 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0465e-04 - mae: 0.0091 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0456e-04 - mae: 0.0090 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0450e-04 - mae: 0.0090 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0443e-04 - mae: 0.0090 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0434e-04 - mae: 0.0090 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0424e-04 - mae: 0.0090 333/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 7.5095e-05 - mae: 0.0082   17/884 ━━━━━━━━━━━━━━━━━━━━ 5s 7ms/step - loss: 7.9403e-05 - mae: 0.0083  26/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 7.9321e-05 - mae: 0.0083  35/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 8.0213e-05 - mae: 0.0083  45/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.0386e-05 - mae: 0.0082  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.0676e-05 - mae: 0.0082  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.5558e-05 - mae: 0.0082  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9735e-05 - mae: 0.0083  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2666e-05 - mae: 0.0083  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5110e-05 - mae: 0.0083 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6651e-05 - mae: 0.0083 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7651e-05 - mae: 0.0083 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8727e-05 - mae: 0.0084 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9768e-05 - mae: 0.0084 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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loss: 1.1556e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1545e-04 - mae: 0.0090 - val_loss: 3.5427e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 294/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 1.9802e-04 - mae: 0.0144  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.9346e-04 - mae: 0.0108   18/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.8847e-04 - mae: 0.0103  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.7072e-04 - mae: 0.0098  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5926e-04 - mae: 0.0095  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5091e-04 - mae: 0.0094  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4445e-04 - mae: 0.0093  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3955e-04 - mae: 0.0092  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3614e-04 - mae: 0.0092  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3284e-04 - mae: 0.0091  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3013e-04 - mae: 0.0091 105/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2779e-04 - mae: 0.0090 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2597e-04 - mae: 0.0090 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2431e-04 - mae: 0.0090 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2261e-04 - mae: 0.0090 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2153e-04 - mae: 0.0090 154/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2023e-04 - mae: 0.0090 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1918e-04 - mae: 0.0090 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1831e-04 - mae: 0.0090 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1744e-04 - mae: 0.0089 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1655e-04 - mae: 0.0089 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1575e-04 - mae: 0.0089 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1501e-04 - mae: 0.0089 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1431e-04 - mae: 0.0089 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1371e-04 - mae: 0.0089 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1312e-04 - mae: 0.0089 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1267e-04 - mae: 0.0089 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1228e-04 - mae: 0.0089 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1208e-04 - mae: 0.0089 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1187e-04 - mae: 0.0089 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1166e-04 - mae: 0.0089 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1147e-04 - mae: 0.0089 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1126e-04 - mae: 0.0089 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1106e-04 - mae: 0.0089 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1088e-04 - mae: 0.0089 340/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1071e-04 - mae: 0.0089 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1058e-04 - mae: 0.0089 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1044e-04 - mae: 0.0089 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1032e-04 - mae: 0.0089 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1020e-04 - mae: 0.0089 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1009e-04 - mae: 0.0088 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0996e-04 - mae: 0.0088 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0984e-04 - mae: 0.0088 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0972e-04 - mae: 0.0088 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0959e-04 - mae: 0.0088 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0946e-04 - mae: 0.0088 450/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0932e-04 - mae: 0.0088 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0923e-04 - mae: 0.0088 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0914e-04 - mae: 0.0088 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0904e-04 - mae: 0.0088 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0896e-04 - mae: 0.0088 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0890e-04 - mae: 0.0088 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0887e-04 - mae: 0.0088 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0883e-04 - mae: 0.0088 523/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0879e-04 - mae: 0.0088 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0875e-04 - mae: 0.0088 542/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0871e-04 - mae: 0.0088 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0865e-04 - mae: 0.0088 562/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0861e-04 - mae: 0.0088 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0857e-04 - mae: 0.0088 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0851e-04 - mae: 0.0088 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0846e-04 - mae: 0.0088 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0842e-04 - mae: 0.0088 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0837e-04 - mae: 0.0088 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0834e-04 - mae: 0.0088 631/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0831e-04 - mae: 0.0088 641/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0828e-04 - mae: 0.0088 651/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0824e-04 - mae: 0.0088 661/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0820e-04 - mae: 0.0088 671/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0816e-04 - mae: 0.0088 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0811e-04 - mae: 0.0088 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0806e-04 - mae: 0.0088 702/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0801e-04 - mae: 0.0088 711/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0797e-04 - mae: 0.0088 720/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0792e-04 - mae: 0.0088 731/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0788e-04 - mae: 0.0088 743/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0782e-04 - mae: 0.0088 753/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0777e-04 - mae: 0.0088 763/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0772e-04 - mae: 0.0088 773/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0767e-04 - mae: 0.0088 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0763e-04 - mae: 0.0088 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0760e-04 - mae: 0.0088 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0757e-04 - mae: 0.0088 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0753e-04 - mae: 0.0088 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0749e-04 - mae: 0.0088 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0745e-04 - mae: 0.0088 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0741e-04 - mae: 0.0088 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0737e-04 - mae: 0.0088 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0733e-04 - mae: 0.0088 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0730e-04 - mae: 0.0088 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0725e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0724e-04 - mae: 0.0088 - val_loss: 3.5429e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 295/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 8.7399e-05 - mae: 0.0085  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.1129e-05 - mae: 0.0084   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.5533e-05 - mae: 0.0085  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1336e-05 - mae: 0.0086  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4754e-05 - mae: 0.0087  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6313e-05 - mae: 0.0088  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6824e-05 - mae: 0.0087  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6920e-05 - mae: 0.0087  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6761e-05 - mae: 0.0087  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6419e-05 - mae: 0.0087  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6023e-05 - mae: 0.0087 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5604e-05 - mae: 0.0086 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5158e-05 - mae: 0.0086 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4984e-05 - mae: 0.0086 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4866e-05 - mae: 0.0086 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5110e-05 - mae: 0.0086 160/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5329e-05 - mae: 0.0086 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5503e-05 - mae: 0.0086 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5633e-05 - mae: 0.0086 190/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5761e-05 - mae: 0.0086 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5949e-05 - mae: 0.0086 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6100e-05 - mae: 0.0087 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6292e-05 - mae: 0.0087 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6426e-05 - mae: 0.0087 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6555e-05 - mae: 0.0087 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6719e-05 - mae: 0.0087 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6879e-05 - mae: 0.0087 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6976e-05 - mae: 0.0087 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7103e-05 - mae: 0.0087 287/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7238e-05 - mae: 0.0087 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7348e-05 - mae: 0.0087 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7466e-05 - mae: 0.0087 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7590e-05 - mae: 0.0087 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7698e-05 - mae: 0.0087 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7803e-05 - mae: 0.0087 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.7912e-05 - mae: 0.0087 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8006e-05 - mae: 0.0087 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8091e-05 - mae: 0.0087 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8173e-05 - mae: 0.0087 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8253e-05 - mae: 0.0087 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8314e-05 - mae: 0.0087 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8369e-05 - mae: 0.0087 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8415e-05 - mae: 0.0087 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8456e-05 - mae: 0.0087 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8502e-05 - mae: 0.0088 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8546e-05 - mae: 0.0088 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8604e-05 - mae: 0.0088 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8668e-05 - mae: 0.0088 471/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8737e-05 - mae: 0.0088 481/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8819e-05 - mae: 0.0088 490/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8892e-05 - mae: 0.0088 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8965e-05 - mae: 0.0088 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9045e-05 - mae: 0.0088 520/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9117e-05 - mae: 0.0088 531/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9187e-05 - mae: 0.0088 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9249e-05 - mae: 0.0088 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9297e-05 - mae: 0.0088 560/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9343e-05 - mae: 0.0088 571/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9387e-05 - mae: 0.0088 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9417e-05 - mae: 0.0088 590/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9455e-05 - mae: 0.0088 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9494e-05 - mae: 0.0088 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9555e-05 - mae: 0.0088 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9610e-05 - mae: 0.0088 628/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9649e-05 - mae: 0.0088 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9684e-05 - mae: 0.0088 645/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9720e-05 - mae: 0.0088 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9758e-05 - mae: 0.0088 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9796e-05 - mae: 0.0088 675/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9835e-05 - mae: 0.0088 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9863e-05 - mae: 0.0088 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 9.9897e-05 - mae: 0.0088 702/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.9928e-05 - mae: 0.0088 712/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.9957e-05 - mae: 0.0088 721/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 9.9983e-05 - mae: 0.0088 730/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0001e-04 - mae: 0.0088 740/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0003e-04 - mae: 0.0088 749/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0007e-04 - mae: 0.0088 759/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0013e-04 - mae: 0.0088 769/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0019e-04 - mae: 0.0088 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0024e-04 - mae: 0.0088 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0030e-04 - mae: 0.0088 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0035e-04 - mae: 0.0088 808/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0041e-04 - mae: 0.0088 818/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0048e-04 - mae: 0.0088 827/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0054e-04 - mae: 0.0088 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0060e-04 - mae: 0.0088 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0066e-04 - mae: 0.0088 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0072e-04 - mae: 0.0088 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0078e-04 - mae: 0.0088 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0084e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0089e-04 - mae: 0.0088 - val_loss: 3.5559e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 296/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 9.0212e-05 - mae: 0.0084  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7396e-05 - mae: 0.0082   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5423e-05 - mae: 0.0083  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7502e-05 - mae: 0.0084  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7449e-05 - mae: 0.0085  47/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8210e-05 - mae: 0.0085  56/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8704e-05 - mae: 0.0086  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8985e-05 - mae: 0.0086  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8731e-05 - mae: 0.0086  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8379e-05 - mae: 0.0086  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8429e-05 - mae: 0.0087 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8557e-05 - mae: 0.0087 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8594e-05 - mae: 0.0087 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8633e-05 - mae: 0.0087 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9589e-05 - mae: 0.0087 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0096e-04 - mae: 0.0087 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0198e-04 - mae: 0.0087 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0275e-04 - mae: 0.0087 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0340e-04 - mae: 0.0087 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0386e-04 - mae: 0.0087 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0421e-04 - mae: 0.0087 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0448e-04 - mae: 0.0087 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0468e-04 - mae: 0.0087 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0482e-04 - mae: 0.0087 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0498e-04 - mae: 0.0087 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0516e-04 - mae: 0.0087 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0528e-04 - mae: 0.0087 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0537e-04 - mae: 0.0087 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0542e-04 - mae: 0.0088 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0544e-04 - mae: 0.0088 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0547e-04 - mae: 0.0088 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0553e-04 - mae: 0.0088 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0558e-04 - mae: 0.0088 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0562e-04 - mae: 0.0088 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0566e-04 - mae: 0.0088 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0568e-04 - mae: 0.0088 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0568e-04 - mae: 0.0088 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0567e-04 - mae: 0.0088 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0564e-04 - mae: 0.0088 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0560e-04 - mae: 0.0088 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0556e-04 - mae: 0.0088 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0550e-04 - mae: 0.0088 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0544e-04 - mae: 0.0088 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0539e-04 - mae: 0.0087 424/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0534e-04 - mae: 0.0087 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0530e-04 - mae: 0.0087 444/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0525e-04 - mae: 0.0087 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0519e-04 - mae: 0.0087 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0513e-04 - mae: 0.0087 472/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0507e-04 - mae: 0.0087 481/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0501e-04 - mae: 0.0087 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0494e-04 - mae: 0.0087 501/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0487e-04 - mae: 0.0087 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0480e-04 - mae: 0.0087 521/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0473e-04 - mae: 0.0087 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0465e-04 - mae: 0.0087 542/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0462e-04 - mae: 0.0087 551/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0461e-04 - mae: 0.0087 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0460e-04 - mae: 0.0087 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0459e-04 - mae: 0.0087 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0458e-04 - mae: 0.0087 589/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0456e-04 - mae: 0.0087 598/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0454e-04 - mae: 0.0087 608/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.4358e-04 - mae: 0.0095 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4128e-04 - mae: 0.0095 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3938e-04 - mae: 0.0095 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3779e-04 - mae: 0.0095 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3634e-04 - mae: 0.0094 160/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3496e-04 - mae: 0.0094 170/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3368e-04 - mae: 0.0094 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3240e-04 - mae: 0.0094 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3130e-04 - mae: 0.0094 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3026e-04 - mae: 0.0093 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2979e-04 - mae: 0.0093 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2945e-04 - mae: 0.0093 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2909e-04 - mae: 0.0093 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2871e-04 - mae: 0.0093 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2833e-04 - mae: 0.0093 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2797e-04 - mae: 0.0093 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2756e-04 - mae: 0.0093 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2714e-04 - mae: 0.0093 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2668e-04 - mae: 0.0092 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2628e-04 - mae: 0.0092 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2582e-04 - mae: 0.0092 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2539e-04 - mae: 0.0092 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2501e-04 - mae: 0.0092 329/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2458e-04 - mae: 0.0092 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2418e-04 - mae: 0.0092 349/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2379e-04 - mae: 0.0092 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2340e-04 - mae: 0.0092 368/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2307e-04 - mae: 0.0092 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0141e-04 - mae: 0.0088 155/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0145e-04 - mae: 0.0088 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0144e-04 - mae: 0.0088 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0145e-04 - mae: 0.0088 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0177e-04 - mae: 0.0088 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0261e-04 - mae: 0.0088 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0331e-04 - mae: 0.0088 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0392e-04 - mae: 0.0088 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0447e-04 - mae: 0.0088 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0490e-04 - mae: 0.0088 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0531e-04 - mae: 0.0088 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0565e-04 - mae: 0.0088 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0596e-04 - mae: 0.0089 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0629e-04 - mae: 0.0089 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0659e-04 - mae: 0.0089 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0685e-04 - mae: 0.0089 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0709e-04 - mae: 0.0089 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0729e-04 - mae: 0.0089 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0747e-04 - mae: 0.0089 334/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0766e-04 - mae: 0.0089 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0783e-04 - mae: 0.0089 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0797e-04 - mae: 0.0089 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0806e-04 - mae: 0.0089 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0814e-04 - mae: 0.0089 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0820e-04 - mae: 0.0089 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0826e-04 - mae: 0.0089 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0833e-04 - mae: 0.0089 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0838e-04 - mae: 0.0089 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0888e-04 - mae: 0.0089 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0888e-04 - mae: 0.0089 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0887e-04 - mae: 0.0089 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0886e-04 - mae: 0.0089 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0885e-04 - mae: 0.0089 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0884e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0882e-04 - mae: 0.0089 - val_loss: 3.5481e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 -Epoch 299/300 -  1/884 ━━━━━━━━━━━━━━━━━━━━ 23s 27ms/step - loss: 3.3549e-05 - mae: 0.0050  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.3720e-05 - mae: 0.0080   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.1333e-05 - mae: 0.0086  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4281e-05 - mae: 0.0089  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6532e-05 - mae: 0.0090  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8022e-05 - mae: 0.0090  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8663e-05 - mae: 0.0091  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9171e-05 - mae: 0.0091  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9602e-05 - mae: 0.0091  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0027e-04 - mae: 0.0091  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0056e-04 - mae: 0.0091 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0082e-04 - mae: 0.0091 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0092e-04 - mae: 0.0091 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0097e-04 - mae: 0.0091 140/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0111e-04 - mae: 0.0091 150/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0114e-04 - mae: 0.0091 159/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0120e-04 - mae: 0.0091 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0123e-04 - mae: 0.0091 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0122e-04 - mae: 0.0091 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0125e-04 - mae: 0.0091 199/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0127e-04 - mae: 0.0091 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0127e-04 - mae: 0.0091 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0125e-04 - mae: 0.0091 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0124e-04 - mae: 0.0091 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0125e-04 - mae: 0.0091 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0123e-04 - mae: 0.0091 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0121e-04 - mae: 0.0091 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0120e-04 - mae: 0.0091 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0119e-04 - mae: 0.0091 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0119e-04 - mae: 0.0091 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0121e-04 - mae: 0.0091 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0137e-04 - mae: 0.0091 314/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0154e-04 - mae: 0.0091 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0171e-04 - mae: 0.0091 333/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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INFO - Evaluating model... -  1/95 ━━━━━━━━━━━━━━━━━━━━ 16s 178ms/step 20/95 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step  41/95 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step 60/95 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step 79/95 ━━━━━━━━━━━━━━━━━━━━ 0s 3ms/step 95/95 ━━━━━━━━━━━━━━━━━━━━ 0s 4ms/step 95/95 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step -2025-01-28 21:26:21,439 - INFO - Test MSE: 0.09511788652754817 -2025-01-28 21:26:21,440 - INFO - Test RMSE: 0.3084118780584629 -2025-01-28 21:26:21,440 - INFO - Test MAE: 0.19457118209989954 -2025-01-28 21:26:21,440 - INFO - Test R2 Score: 0.9921219558329891 -2025-01-28 21:26:21,440 - INFO - Directional Accuracy: 0.4816771211620997 -2025-01-28 21:26:21,607 - INFO - Actual vs Predicted plot saved as 'actual_vs_predicted.png' -2025-01-28 21:26:21,608 - 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')`. -2025-01-28 21:26:21,622 - INFO - Model and scalers saved as 'optimized_lstm_model.h5', 'scaler_features.save', and 'scaler_target.save'. -2025-01-28 21:26:21,622 - INFO - Initializing and training DQN environment... -/home/klein/codeWS/Projects/MidasTechnologiesLLC/MidasTechnologies/src/Machine-Learning/LSTM-python/venv/lib/python3.11/site-packages/stable_baselines3/common/vec_env/patch_gym.py:49: UserWarning: You provided an OpenAI Gym environment. We strongly recommend transitioning to Gymnasium environments. Stable-Baselines3 is automatically wrapping your environments in a compatibility layer, which could potentially cause issues. - warnings.warn( -2025-01-28 21:26:21,626 - INFO - Training DQN Agent... -+-------+--------------+-------------------+ -| Index | Actual Price | Predicted Price | -+-------+--------------+-------------------+ -| 0 | 65.26 | 64.13999938964844 | -| 1 | 65.12 | 64.5199966430664 | -| 2 | 65.32 | 64.87000274658203 | -| 3 | 65.29 | 65.06999969482422 | -| 4 | 65.26 | 65.04000091552734 | -| 5 | 65.29 | 65.13999938964844 | -| 6 | 65.26 | 65.19999694824219 | -| 7 | 65.48 | 65.12999725341797 | -| 8 | 65.29 | 65.13999938964844 | -| 9 | 65.25 | 65.0999984741211 | -| 10 | 65.35 | 65.16000366210938 | -| 11 | 65.14 | 65.12999725341797 | -| 12 | 65.2 | 65.12999725341797 | -| 13 | 65.21 | 65.08999633789062 | -| 14 | 65.1 | 65.0 | -| 15 | 65.45 | 64.94999694824219 | -| 16 | 65.26 | 65.04000091552734 | -| 17 | 65.24 | 65.12000274658203 | -| 18 | 65.43 | 65.1500015258789 | -| 19 | 65.22 | 65.1500015258789 | -| 20 | 65.34 | 65.18000030517578 | -| 21 | 65.13 | 65.20999908447266 | -| 22 | 65.05 | 65.06999969482422 | -| 23 | 64.94 | 65.06999969482422 | -| 24 | 64.94 | 64.97000122070312 | -| 25 | 64.85 | 64.86000061035156 | -| 26 | 64.98 | 64.86000061035156 | -| 27 | 64.93 | 64.81999969482422 | -| 28 | 64.86 | 64.83000183105469 | -| 29 | 64.71 | 64.83000183105469 | -| 30 | 64.89 | 64.69999694824219 | -| 31 | 64.89 | 64.69000244140625 | -| 32 | 64.97 | 64.80999755859375 | -| 33 | 65.03 | 64.80000305175781 | -| 34 | 64.99 | 64.9000015258789 | -| 35 | 64.95 | 64.9000015258789 | -| 36 | 64.89 | 64.87000274658203 | -| 37 | 64.87 | 64.88999938964844 | -| 38 | 64.72 | 64.87999725341797 | -| 39 | 64.63 | 64.81999969482422 | -+-------+--------------+-------------------+ -Using cpu device -Logging to ./dqn_stock_tensorboard/DQN_2 ----------------------------------- -| rollout/ | | -| exploration_rate | 0.02 | -| time/ | | -| episodes | 4 | -| fps | 887 | -| time_elapsed | 91 | -| total_timesteps | 80824 | -| train/ | | -| learning_rate | 0.001 | -| loss | 827 | -| n_updates | 19955 | ----------------------------------- -2025-01-28 21:28:21,333 - INFO - DQN Agent trained and saved as 'dqn_stock_trading.zip'. -2025-01-28 21:28:21,333 - INFO - All tasks complete. Exiting.