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Unlike traditional word processors, LaTeX emphasizes content over appearance by allowing the authors to focus on document structure while typesetting is handled automaticaly. LaTeX is particularly suited for creating long, structured documents and typesetting equations. + +> **Key Features of LaTeX** +> - Produces high-qualty documents. +> - Ideal for academic papers, documents with mathematical equations, theses, and technical documents. +> - Typesets mathematical equations with precision. + +## Compiling LaTeX Files: + +To compile a `.text` file into a readable format like a `.pdf`, the command line or a LaTeX editor can be used. + +```Bash +# Compile a LaTeX file to a .dvi file +latex [filename].tex +> output is [filename].dvi + +# Compile a LaTeX file directly to a .pdf +pdflatex [filename].tex +> output is [filename].pdf + +# Convert a .dvi file to a PostScript (.ps) file +dvips -o [filename].ps [filename].dvi +> output is [filename].ps + +# Convert a .dvi file to a .pdf +dvipdfm [filename].dvi +``` + +-- + +## Essentials of LaTeX + +### Document Structure + +Every LaTeX document starts with a `\documentclass` declaration, specifying the document type, followed by content wrapped in a `document` environment: + +```latex +\documentclass[a4paper,12pt]{article} +\begin{document} + \title{My First Document} + \author{Author Name} + \date{\today} + \maketitle +\end{document} +``` + +### Sections and Labels + +Divide your document into sections for better organization: + +```latex +\section{Introduction} +This is the introduction. + +\section{Methods} +\subsection{Step 1} +The first step. + +\section{Results} +Results are shown in Figure \ref{fig:example}. +``` + +--- + +## Creating Tables + +To create a table, use the `tabular` environment: + +```latex +\begin{tabular}{|l|c|r|} +\hline +Item & Quantity & Price (\$) \\ +\hline +Nails & 500 & 0.34 \\ +Wooden boards & 100 & 4.00 \\ +Bricks & 240 & 11.50 \\ +\hline +\end{tabular} +``` + +--- + +## Adding Figures + +To include images, add the `graphicx` package in the preamble and use the `figure` environment: + +```latex +\usepackage{graphicx} + +\begin{figure}[h] + \centering + \includegraphics[width=0.8\textwidth]{example.png} + \caption{An example image} + \label{fig:example} +\end{figure} +``` + +--- + +## Writing Equations + +LaTeX provides multiple ways to write mathematical equations: + +- **Inline equations:** `$E = mc^2$` +- **Displayed equations:** +```latex +\begin{equation} + E = mc^2 +\end{equation} +``` + +- **Equation arrays:** +```latex +\begin{eqnarray} + a & = & b + c \\ + & = & y - z +\end{eqnarray} +``` + +--- + +## References + +LaTeX can manage references and citations using BibTeX. Create a `.bib` file with references: + +```bibtex +@article{example, + Author = {Author Name}, + Title = {Title of the Paper}, + Journal = {Journal Name}, + Year = {2021} +} +``` + +Include the bibliography in your `.tex` file: + +```latex +\bibliographystyle{plain} +\bibliography{references} +``` + +--- + +## Further Reading + +- [LaTeX Project](http://www.latex-project.org/) +- [LaTeX Wikibook](http://en.wikibooks.org/wiki/LaTeX/) +- [Not So Short Introduction to LaTeX](http://ctan.tug.org/tex-archive/info/lshort/english/lshort.pdf) + +--- + +*Note: This guide is based on information from the "LaTeX for Beginners Workbook" (Edition 5, March 2014) and additional command-line instructions.* diff --git a/src/Machine-Learning/LSTM-python/src/LSTMDQN.py b/src/Machine-Learning/LSTM-python/src/LSTMDQN.py new file mode 100644 index 0000000..db6af8b --- /dev/null +++ b/src/Machine-Learning/LSTM-python/src/LSTMDQN.py @@ -0,0 +1,571 @@ +import os +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 + +from sklearn.preprocessing import MinMaxScaler +from sklearn.metrics import mean_squared_error, mean_absolute_error, r2_score + +import tensorflow as tf +from tensorflow.keras.models import Sequential +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 + +import xgboost as xgb +import optuna +from optuna.integration import KerasPruningCallback + +# For Reinforcement Learning +import gym +from gym import spaces +from stable_baselines3 import DQN +from stable_baselines3.common.vec_env import DummyVecEnv + +# Suppress TensorFlow warnings 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 +################################################### +def load_data(file_path): + logging.info(f"Loading data from: {file_path}") + try: + df = pd.read_csv(file_path, parse_dates=['time']) + except FileNotFoundError: + logging.error(f"File not found: {file_path}") + sys.exit(1) + except pd.errors.ParserError as e: + logging.error(f"Error parsing CSV file: {e}") + sys.exit(1) + except Exception as e: + logging.error(f"Unexpected error: {e}") + sys.exit(1) + + rename_mapping = { + 'time': 'Date', + 'open': 'Open', + 'high': 'High', + 'low': 'Low', + 'close': 'Close' + } + df.rename(columns=rename_mapping, inplace=True) + + logging.info(f"Data columns after renaming: {df.columns.tolist()}") + df.sort_values('Date', inplace=True) + df.reset_index(drop=True, inplace=True) + logging.info("Data loaded and sorted successfully.") + return df + + +def compute_rsi(series, window=14): + delta = series.diff() + gain = delta.where(delta > 0, 0).rolling(window=window).mean() + loss = -delta.where(delta < 0, 0).rolling(window=window).mean() + RS = gain / (loss + 1e-9) + return 100 - (100 / (1 + RS)) + + +def compute_macd(series, span_short=12, span_long=26, span_signal=9): + ema_short = series.ewm(span=span_short, adjust=False).mean() + ema_long = series.ewm(span=span_long, adjust=False).mean() + macd_line = ema_short - ema_long + signal_line = macd_line.ewm(span=span_signal, adjust=False).mean() + return macd_line - signal_line # histogram + + +def compute_obv(df): + signed_volume = (np.sign(df['Close'].diff()) * df['Volume']).fillna(0) + return signed_volume.cumsum() + + +def compute_adx(df, window=14): + """Pseudo-ADX approach using rolling True Range / Close.""" + df['H-L'] = df['High'] - df['Low'] + df['H-Cp'] = (df['High'] - df['Close'].shift(1)).abs() + df['L-Cp'] = (df['Low'] - df['Close'].shift(1)).abs() + tr = df[['H-L','H-Cp','L-Cp']].max(axis=1) + tr_rolling = tr.rolling(window=window).mean() + adx_placeholder = tr_rolling / (df['Close'] + 1e-9) + df.drop(['H-L','H-Cp','L-Cp'], axis=1, inplace=True) + return adx_placeholder + + +def compute_bollinger_bands(series, window=20, num_std=2): + sma = series.rolling(window=window).mean() + std = series.rolling(window=window).std() + upper = sma + num_std * std + lower = sma - num_std * std + bandwidth = (upper - lower) / (sma + 1e-9) + return upper, lower, bandwidth + + +def compute_mfi(df, window=14): + typical_price = (df['High'] + df['Low'] + df['Close']) / 3 + money_flow = typical_price * df['Volume'] + prev_tp = typical_price.shift(1) + flow_pos = money_flow.where(typical_price > prev_tp, 0) + flow_neg = money_flow.where(typical_price < prev_tp, 0) + pos_sum = flow_pos.rolling(window=window).sum() + neg_sum = flow_neg.rolling(window=window).sum() + mfi = 100 - (100 / (1 + pos_sum/(neg_sum+1e-9))) + return mfi + + +def calculate_technical_indicators(df): + logging.info("Calculating technical indicators...") + + df['RSI'] = compute_rsi(df['Close'], 14) + df['MACD'] = compute_macd(df['Close']) + df['OBV'] = compute_obv(df) + df['ADX'] = compute_adx(df) + + up, low, bw = compute_bollinger_bands(df['Close'], 20, 2) + df['BB_Upper'] = up + df['BB_Lower'] = low + df['BB_Width'] = bw + + df['MFI'] = compute_mfi(df, 14) + + df['SMA_5'] = df['Close'].rolling(5).mean() + df['SMA_10'] = df['Close'].rolling(10).mean() + df['EMA_5'] = df['Close'].ewm(span=5, adjust=False).mean() + df['EMA_10'] = df['Close'].ewm(span=10, adjust=False).mean() + df['STDDEV_5'] = df['Close'].rolling(5).std() + + df.dropna(inplace=True) + logging.info("Technical indicators calculated successfully.") + return df + + +############################### +# 2. ARGUMENT PARSING +############################### +def parse_arguments(): + parser = argparse.ArgumentParser(description='Train LSTM and DQN models for stock trading.') + parser.add_argument('csv_path', type=str, help='Path to the CSV data file (with columns time,open,high,low,close,volume).') + parser.add_argument('--do_dqn_inference', action='store_true', + help='If set, will run the DQN inference after training the agent.') + return parser.parse_args() + + +############################### +# 3. MAIN +############################### +def main(): + # Parse command-line arguments + args = parse_arguments() + csv_path = args.csv_path + do_dqn_inference = args.do_dqn_inference + + # 1) Load Data + data = load_data(csv_path) + data = calculate_technical_indicators(data) + + # 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) + + # 2) Scaling + scaler_features = MinMaxScaler() + scaler_target = MinMaxScaler() + + X_all = data[feature_columns].values + y_all = data[[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): + X_seq, y_seq = [], [] + for i in range(len(features)-window_size): + X_seq.append(features[i:i+window_size]) + y_seq.append(target[i+window_size]) + return np.array(X_seq), np.array(y_seq) + + window_size = 15 + X, y = create_sequences(X_scaled, y_scaled, window_size) + + # 4) Train/Val/Test Split + train_size = int(len(X)*0.7) + val_size = int(len(X)*0.15) + 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:] + + logging.info(f"Scaled training features shape: {X_train.shape}") + logging.info(f"Scaled validation features shape: {X_val.shape}") + logging.info(f"Scaled testing features shape: {X_test.shape}") + logging.info(f"Scaled training target shape: {y_train.shape}") + logging.info(f"Scaled validation target shape: {y_val.shape}") + logging.info(f"Scaled testing target shape: {y_test.shape}") + + # 5) GPU or CPU + 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.") + except RuntimeError as e: + logging.error(e) + else: + logging.info("No GPU detected, using CPU.") + + configure_device() + + # 6) Build LSTM + def build_advanced_lstm(input_shape, hyperparams): + model = Sequential() + for i in range(hyperparams['num_lstm_layers']): + return_seqs = (i < hyperparams['num_lstm_layers'] - 1) + model.add(Bidirectional( + LSTM(hyperparams['lstm_units'], + return_sequences=return_seqs, + kernel_regularizer=tf.keras.regularizers.l2(0.001)), + input_shape=input_shape if i==0 else None + )) + model.add(Dropout(hyperparams['dropout_rate'])) + + 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']) + else: + opt = Adam(learning_rate=hyperparams['learning_rate']) + + model.compile(optimizer=opt, loss=Huber(), 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) + + hyperparams = { + 'num_lstm_layers': num_lstm_layers, + 'lstm_units': lstm_units, + 'dropout_rate': dropout_rate, + 'learning_rate': learning_rate, + 'optimizer': optimizer_name, + 'decay': decay + } + + model_ = build_advanced_lstm((X_train.shape[1], X_train.shape[2]), hyperparams) + early_stop = EarlyStopping(monitor='val_loss', patience=10, restore_best_weights=True) + lr_reduce = ReduceLROnPlateau(monitor='val_loss', factor=0.5, patience=5, min_lr=1e-6) + cb_prune = KerasPruningCallback(trial, 'val_loss') + + history = model_.fit( + X_train, y_train, + epochs=100, + batch_size=16, + validation_data=(X_val, y_val), + callbacks=[early_stop, lr_reduce, cb_prune], + verbose=0 + ) + val_mae = min(history.history['val_mae']) + return val_mae + + logging.info("Starting hyperparameter optimization with Optuna...") + study = optuna.create_study(direction='minimize') + study.optimize(objective, n_trials=50) + + best_params = study.best_params + logging.info(f"Best Hyperparameters from Optuna: {best_params}") + + # 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, + epochs=300, + batch_size=16, + 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) + y_pred = scaler_target.inverse_transform(y_pred_scaled.reshape(-1,1)).flatten() + y_test_actual = scaler_target.inverse_transform(y_test.reshape(-1,1)).flatten() + + mse = mean_squared_error(y_test_actual, y_pred) + rmse= np.sqrt(mse) + mae = mean_absolute_error(y_test_actual, y_pred) + r2 = r2_score(y_test_actual, y_pred) + + direction_actual = np.sign(np.diff(y_test_actual)) + direction_pred = np.sign(np.diff(y_pred)) + directional_accuracy = np.mean(direction_actual==direction_pred) + + logging.info(f"Test MSE: {mse}") + 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.legend() + plt.grid(True) + plt.savefig('actual_vs_predicted.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")) + + return mse, rmse, mae, r2, directional_accuracy + + mse, rmse, mae, r2, directional_accuracy = evaluate_model(best_model, X_test, y_test) + + # 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): + """ + A simple stock trading environment for OpenAI Gym + with step-based reward = net_worth - initial_balance. + """ + metadata = {'render.modes': ['human']} + + def __init__(self, df, 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 + + # Re-use feature_columns from above + self.feature_columns = feature_columns + + # Action space: 0=Sell,1=Hold,2=Buy + self.action_space = spaces.Discrete(3) + + # Observation = [17 indicators + balance + shares + cost_basis] => total 20 + self.observation_space = spaces.Box( + low=0, + high=1, + shape=(len(self.feature_columns)+3,), + 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() + + 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) + + additional = np.array([ + self.balance/self.initial_balance, + self.shares_held/100.0, + self.cost_basis/self.initial_balance + ], dtype=np.float32) + + return np.concatenate([obs_vals, additional]).astype(np.float32) + + def step(self, action): + current_price = self.df.loc[self.current_step, 'Close'] + + if action==2: # Buy + shares_bought = int(self.balance // current_price) + if shares_bought>0: + cost= shares_bought* current_price + fee = cost* self.transaction_cost + self.balance-= (cost+ fee) + old_shares= self.shares_held + self.shares_held+= shares_bought + # Weighted average cost + self.cost_basis=( + (self.cost_basis* old_shares)+(shares_bought* current_price) + )/ self.shares_held + + elif action==0: # Sell + if self.shares_held>0: + revenue= self.shares_held* current_price + fee = revenue*self.transaction_cost + self.balance+= (revenue- fee) + self.shares_held=0 + self.cost_basis=0 + + 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) + + # Reward: net_worth - initial_balance (like original code) + reward= self.net_worth- self.initial_balance + + obs= self._next_observation() + 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}") + + + 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) + + + # 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]) + + dqn_model = train_dqn_agent(vec_env) + logging.info("DQN training complete.") + + # 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 + + # underlying env to access net worth, etc. + underlying_env = vec_env.envs[0] + + 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 + + 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 + }) + + final_net_worth = underlying_env.net_worth + final_profit = final_net_worth - underlying_env.initial_balance + + 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}") + + 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 (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")) + + logging.info("All tasks complete. Exiting.") + + +if __name__ == "__main__": + main() + diff --git a/src/Machine-Learning/LSTM-python/src/actual_vs_predicted.png b/src/Machine-Learning/LSTM-python/src/actual_vs_predicted.png index f232bbd..fdccfd1 100644 Binary files a/src/Machine-Learning/LSTM-python/src/actual_vs_predicted.png and b/src/Machine-Learning/LSTM-python/src/actual_vs_predicted.png differ diff --git a/src/Machine-Learning/LSTM-python/src/dqnREADME.md b/src/Machine-Learning/LSTM-python/src/dqnREADME.md new file mode 100644 index 0000000..2e08a55 --- /dev/null +++ b/src/Machine-Learning/LSTM-python/src/dqnREADME.md @@ -0,0 +1,103 @@ +Below is a **big-picture explanation** of how the code is structured and *why* you have both **LSTM** (with Optuna hyperparameter tuning) and **DQN** (for reinforcement learning). It also clarifies how each component is supposed to work, what is happening in the environment, and why the agent’s final performance might look confusing if you expect it to strictly follow the LSTM predictions. + +--- + +## 1. **Two Separate Approaches**: **(A) LSTM** vs. **(B) DQN** + +- **(A) LSTM (Supervised Learning)** + - Goal: Predict future close prices from historical indicators. + - You do **Optuna** hyperparameter search to find the best LSTM configuration (number of layers, units, dropout, etc.). + - You end up with an LSTM model that, for any given window of past data, outputs a predicted close price. + +- **(B) DQN (Reinforcement Learning)** + - Goal: Learn a *trading policy* (when to buy, sell, or hold) to maximize cumulative profit. + - The RL environment steps day-by-day (or bar-by-bar) through the historical dataset. The agent sees “State” (technical indicators + account info), chooses an action, gets a reward (net worth change). + - Over many episodes/timesteps, the agent tries to find the best sequence of buy/sell/hold actions that yields the highest total reward. + +**These are two distinct paradigms**: +1. **LSTM** tries to *accurately forecast* future prices. +2. **DQN** tries to *learn a trading strategy* that yields high profit—**even if** the underlying predictions are not explicitly used. + +--- + +## 2. **How They Typically Interact** (If You Combine Them) + +In the scripts you’ve seen, **the code doesn’t actually pass LSTM predictions into the DQN**. Instead, the DQN environment simply sees the same features (RSI, MACD, etc.) that the LSTM used, plus account info. The agent then decides actions (buy/sell/hold) purely from that state. The environment calculates a reward (net worth change). Over many steps, the DQN is supposed to figure out how to trade for maximum cumulative profit. + +### **Alternative**: Using LSTM *inside* the RL +- One advanced approach is to have the RL environment or agent **use** the LSTM’s predicted next price as part of its observation. +- Another is to have the LSTM run first, produce a forecast series, and the RL agent trades on that forecast. +- But the code you have does not appear to do that. It simply trains the LSTM and then trains a DQN environment **separately**. + +Hence, your final code does the following: +1. **Train LSTM** with advanced indicators to see if you get a good predictive model. +2. **Separately** build a `StockTradingEnv` that steps through the actual historical data row-by-row. +3. **Train a DQN** on that environment to learn a trading policy from the same indicators. +4. The DQN’s net profit depends on how well it learns to interpret the indicators to buy low, sell high, or hold. + +--- + +## 3. **What the DQN Actually Does** in This Code + +1. **Initialization** + - The environment starts with `balance = 10000`, `shares_held = 0`. + - The agent sees a state: (SMA_5, RSI, etc., plus balance ratio, shares ratio, cost basis ratio). +2. **Step Through Each Day** + - Action = 0 (Sell), 1 (Hold), 2 (Buy). + - If *Buy*: it invests as much as possible based on the current balance. + - If *Sell*: it closes the position, returning to all-cash. + - The environment updates net worth, increments the current step, calculates reward. +3. **Reward** + - The code sets `reward = net_worth - initial_balance` on each step or (in some versions) `reward = net_worth - prev_net_worth`. + - The agent tries to **maximize** the sum of these step-based rewards over the entire episode. + +**In theory**, the agent should learn how to buy before price rises and sell before price falls, maximizing net worth by the final step. However: + +- **If the environment’s reward definition is “net_worth - initial_balance”** on each step, the sum of these partial rewards can be misleading. The final net worth might return to the initial balance while partial step rewards sum to a negative number. This is a quirk of how the incremental reward is defined. +- **If the environment ends with net worth = 10k** (the same as initial), it means the agent didn’t manage to produce a final profit in that particular run, even though it took many buy/sell steps. + +--- + +## 4. **Why There’s No Direct Use of the LSTM Inside the DQN** + +- The code doesn’t show anything like “use the best_model from LSTM to get predictions” inside the RL environment. +- Instead, the RL environment is purely an **indicator-based** approach. It sees (SMA, RSI, etc.) for each day, decides an action. +- This is a typical architecture in some code bases: they first do an LSTM or XGBoost model to forecast prices *on the side*, and they also do an RL approach. They’re parallel attempts at a solution, not necessarily integrated. + +If your goal is: +> “**Use LSTM’s predicted next day close** as an observation for the DQN agent, so it can trade based on that forecast,” +then you’d explicitly pass `lstm_model.predict(current_window_data)` into the environment’s observation. That is not done in the current code, so you see them as separate modules. + +--- + +## 5. **Yes, the DQN Simulates a Trading Environment** Over a Year + +> *“It should try to maximize its profit on a day to day basis for some amount of days (ideally a full year).”* + +That is precisely the idea. The environment loops day by day over the historical dataset. At each day: +- The agent sees indicators + account state. +- The agent picks buy/sell/hold. +- The environment updates net worth, calculates a reward, goes to the next day. + +At the end, you see how much total net worth is left. If the agent is good, it has more than $10k; if not, it’s at or below $10k. + +**In your result**: it ended up at $10k final net worth → zero final profit, meaning the learned policy is effectively break-even or not very successful. Possibly more training or different hyperparameters for the RL might help, or a different reward definition. + +--- + +## 6. **Summary / Next Steps** + +1. **The LSTM** + **Optuna** finds an accurate or best-fitting model for price prediction, but the code doesn’t feed those predictions to the DQN. +2. **The DQN** environment tries to buy/sell/hold purely from the same raw indicators. If it ends with net worth = $10k, it means no net profit in that historical backtest. +3. If you **want** the DQN to make use of the LSTM predictions, you’d add code in `_get_obs()` or the environment to: + - Compute or retrieve the LSTM’s predicted next close. + - Include that as part of the observation. +4. If you want a simpler step-based reward that sums more intuitively to “final profit,” define `reward = net_worth - prev_net_worth` each step. Then the sum of step rewards will match `(final_net_worth - initial_balance)`. + +--- + +### **Bottom Line** + +- The DQN is indeed simulating day-to-day trading with $10k starting capital, but it’s not actively using the LSTM forecasts in the environment as currently coded. +- It tries to maximize day-to-day profit via an RL approach on the same historical data. +- If you see zero final profit, it means the agent’s policy ended up break-even on that historical run. Over many runs or better hyperparameters, it might do better. Or you can integrate the LSTM predictions into the RL state to potentially improve performance. diff --git a/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_2/events.out.tfevents.1738117582.kernelpanic.1860599.0 b/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_2/events.out.tfevents.1738117582.kernelpanic.1860599.0 new file mode 100644 index 0000000..00092c9 Binary files /dev/null and b/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_2/events.out.tfevents.1738117582.kernelpanic.1860599.0 differ diff --git a/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_3/events.out.tfevents.1738139054.kernelpanic.3846181.0 b/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_3/events.out.tfevents.1738139054.kernelpanic.3846181.0 new file mode 100644 index 0000000..fab8863 Binary files /dev/null and b/src/Machine-Learning/LSTM-python/src/dqn_stock_tensorboard/DQN_3/events.out.tfevents.1738139054.kernelpanic.3846181.0 differ diff --git a/src/Machine-Learning/LSTM-python/src/dqn_stock_trading.zip b/src/Machine-Learning/LSTM-python/src/dqn_stock_trading.zip index 92a748a..cdef60c 100644 Binary files a/src/Machine-Learning/LSTM-python/src/dqn_stock_trading.zip and b/src/Machine-Learning/LSTM-python/src/dqn_stock_trading.zip differ diff --git a/src/Machine-Learning/LSTM-python/src/optimized_lstm_model.h5 b/src/Machine-Learning/LSTM-python/src/optimized_lstm_model.h5 index 042eee5..a26a6c7 100644 Binary files a/src/Machine-Learning/LSTM-python/src/optimized_lstm_model.h5 and b/src/Machine-Learning/LSTM-python/src/optimized_lstm_model.h5 differ diff --git a/src/Machine-Learning/LSTM-python/src/output.txt b/src/Machine-Learning/LSTM-python/src/output.txt index 20e19cf..5f0fc14 100644 --- a/src/Machine-Learning/LSTM-python/src/output.txt +++ b/src/Machine-Learning/LSTM-python/src/output.txt @@ -40,3 +40,716 @@ To enable the following instructions: AVX2 AVX_VNNI FMA, in other operations, re [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 - loss: 0.0314 - mae: 0.0597 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0310 - mae: 0.0593 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0308 - mae: 0.0590 690/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0305 - mae: 0.0587 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 0.0302 - mae: 0.0583 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0299 - mae: 0.0580 720/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0295 - mae: 0.0576 730/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0292 - mae: 0.0573 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0290 - mae: 0.0570 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0287 - mae: 0.0567 757/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0285 - mae: 0.0564 766/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0282 - mae: 0.0561 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0280 - mae: 0.0558 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0277 - mae: 0.0556 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 0.0274 - mae: 0.0553 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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loss: 3.8878e-04 - mae: 0.0163  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.8993e-04 - mae: 0.0163  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.9198e-04 - mae: 0.0163  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.9269e-04 - mae: 0.0163  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.9240e-04 - mae: 0.0163 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.9142e-04 - mae: 0.0162 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.9052e-04 - mae: 0.0162 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.8956e-04 - mae: 0.0162 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.8797e-04 - mae: 0.0161 145/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.8666e-04 - mae: 0.0161 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.8692e-04 - mae: 0.0161 163/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.8783e-04 - mae: 0.0161 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.8861e-04 - mae: 0.0161 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.8915e-04 - mae: 0.0161 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9002e-04 - mae: 0.0161 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9112e-04 - mae: 0.0161 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9251e-04 - mae: 0.0161 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9379e-04 - mae: 0.0162 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9486e-04 - mae: 0.0162 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9568e-04 - mae: 0.0162 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9642e-04 - mae: 0.0162 260/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9723e-04 - mae: 0.0162 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9777e-04 - mae: 0.0162 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9821e-04 - mae: 0.0162 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9850e-04 - mae: 0.0162 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9875e-04 - mae: 0.0162 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9908e-04 - mae: 0.0162 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.9939e-04 - mae: 0.0162 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 2.5305e-04 - mae: 0.0123 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.5294e-04 - mae: 0.0123 656/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.5282e-04 - mae: 0.0123 666/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.5272e-04 - mae: 0.0123 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.5265e-04 - mae: 0.0123 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.5259e-04 - mae: 0.0123 689/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.5252e-04 - mae: 0.0123 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 2.5246e-04 - mae: 0.0123 707/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5241e-04 - mae: 0.0123 717/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5237e-04 - mae: 0.0123 727/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5234e-04 - mae: 0.0123 736/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5232e-04 - mae: 0.0123 746/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5229e-04 - mae: 0.0123 756/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5226e-04 - mae: 0.0123 765/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5224e-04 - mae: 0.0123 774/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5224e-04 - mae: 0.0123 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5223e-04 - mae: 0.0124 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5221e-04 - mae: 0.0124 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5219e-04 - mae: 0.0124 813/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5217e-04 - mae: 0.0124 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5218e-04 - mae: 0.0124 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5225e-04 - mae: 0.0124 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5233e-04 - mae: 0.0124 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5240e-04 - mae: 0.0124 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5247e-04 - mae: 0.0124 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5253e-04 - mae: 0.0124 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 2.5260e-04 - mae: 0.0124 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 2.5262e-04 - mae: 0.0124 - val_loss: 1.5825e-04 - val_mae: 0.0098 - learning_rate: 0.0038 +Epoch 12/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 2.1638e-04 - mae: 0.0137  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.8664e-04 - mae: 0.0129   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.7938e-04 - mae: 0.0126  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8443e-04 - mae: 0.0128  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8647e-04 - mae: 0.0129  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.9035e-04 - mae: 0.0131  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.9151e-04 - mae: 0.0132  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.9047e-04 - mae: 0.0132  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8817e-04 - mae: 0.0131  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8636e-04 - mae: 0.0131  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8552e-04 - mae: 0.0132 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8487e-04 - mae: 0.0132 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 2.8415e-04 - 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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 - 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loss: 3.5502e-04 - mae: 0.0150 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.4767e-04 - mae: 0.0149 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.4123e-04 - mae: 0.0147 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.3484e-04 - mae: 0.0146 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.2980e-04 - mae: 0.0145 149/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.2586e-04 - mae: 0.0144 158/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.2195e-04 - mae: 0.0144 168/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 3.1802e-04 - mae: 0.0143 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.1496e-04 - mae: 0.0142 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.1210e-04 - mae: 0.0142 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.0904e-04 - mae: 0.0141 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.0583e-04 - mae: 0.0141 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.0352e-04 - mae: 0.0140 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 3.0119e-04 - mae: 0.0140 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.5173e-04 - mae: 0.0101  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5630e-04 - mae: 0.0102  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6064e-04 - mae: 0.0103  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6413e-04 - mae: 0.0105  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6621e-04 - mae: 0.0105 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6815e-04 - mae: 0.0106 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6970e-04 - mae: 0.0106 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.7214e-04 - mae: 0.0107 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.7401e-04 - mae: 0.0108 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.7554e-04 - mae: 0.0108 153/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.7719e-04 - mae: 0.0109 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7866e-04 - mae: 0.0109 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7993e-04 - mae: 0.0109 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8095e-04 - mae: 0.0110 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8180e-04 - mae: 0.0110 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8258e-04 - mae: 0.0110 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8339e-04 - mae: 0.0111 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8412e-04 - mae: 0.0111 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8474e-04 - mae: 0.0111 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8554e-04 - mae: 0.0111 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8629e-04 - mae: 0.0112 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8701e-04 - mae: 0.0112 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8764e-04 - mae: 0.0112 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8813e-04 - mae: 0.0112 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8867e-04 - mae: 0.0112 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8912e-04 - mae: 0.0113 299/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8956e-04 - mae: 0.0113 309/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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 - loss: 1.9304e-04 - mae: 0.0114 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9318e-04 - mae: 0.0114 460/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9330e-04 - mae: 0.0114 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9345e-04 - mae: 0.0114 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9357e-04 - mae: 0.0114 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9368e-04 - mae: 0.0114 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9378e-04 - mae: 0.0114 506/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9387e-04 - mae: 0.0114 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9395e-04 - mae: 0.0114 525/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.9404e-04 - mae: 0.0115 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9412e-04 - mae: 0.0115 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9419e-04 - mae: 0.0115 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9424e-04 - mae: 0.0115 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.9428e-04 - mae: 0.0115 573/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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 - loss: 1.9424e-04 - mae: 0.0115 716/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9421e-04 - mae: 0.0115 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9419e-04 - mae: 0.0115 735/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9417e-04 - mae: 0.0115 745/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9415e-04 - mae: 0.0115 754/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9413e-04 - mae: 0.0115 763/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9410e-04 - mae: 0.0115 773/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9407e-04 - mae: 0.0115 782/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9404e-04 - mae: 0.0115 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9401e-04 - mae: 0.0115 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9399e-04 - mae: 0.0115 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9397e-04 - mae: 0.0115 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9394e-04 - mae: 0.0115 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.9391e-04 - mae: 0.0115 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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 - loss: 1.3985e-04 - mae: 0.0099  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4021e-04 - mae: 0.0099  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4283e-04 - mae: 0.0100 103/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4610e-04 - mae: 0.0100 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.4901e-04 - mae: 0.0101 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5072e-04 - mae: 0.0101 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5230e-04 - mae: 0.0102 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5355e-04 - mae: 0.0102 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5438e-04 - mae: 0.0102 159/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5497e-04 - mae: 0.0102 168/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5547e-04 - mae: 0.0102 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5586e-04 - mae: 0.0103 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5619e-04 - mae: 0.0103 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5647e-04 - mae: 0.0103 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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 - loss: 1.5743e-04 - mae: 0.0103 346/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5736e-04 - mae: 0.0103 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5727e-04 - mae: 0.0103 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5720e-04 - mae: 0.0103 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5713e-04 - mae: 0.0103 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5706e-04 - mae: 0.0103 394/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5698e-04 - mae: 0.0103 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5689e-04 - mae: 0.0103 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5676e-04 - mae: 0.0103 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5664e-04 - mae: 0.0103 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5651e-04 - mae: 0.0103 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5640e-04 - mae: 0.0103 450/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5629e-04 - mae: 0.0103 460/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5617e-04 - mae: 0.0103 471/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.5603e-04 - mae: 0.0103 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.5423e-04 - mae: 0.0107 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5406e-04 - mae: 0.0107 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5395e-04 - mae: 0.0107 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5379e-04 - mae: 0.0106 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5360e-04 - mae: 0.0106 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5336e-04 - mae: 0.0106 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5318e-04 - mae: 0.0106 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5298e-04 - mae: 0.0106 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5284e-04 - mae: 0.0106 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5270e-04 - mae: 0.0105 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5255e-04 - mae: 0.0105 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5243e-04 - mae: 0.0105 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5234e-04 - mae: 0.0105 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.5233e-04 - mae: 0.0105 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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val_mae: 0.0073 - learning_rate: 9.5451e-04 +Epoch 25/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 22s 26ms/step - loss: 7.1375e-05 - mae: 0.0065  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4347e-05 - mae: 0.0081   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0301e-04 - mae: 0.0086  28/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0767e-04 - mae: 0.0089  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1267e-04 - mae: 0.0091  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1673e-04 - mae: 0.0093  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2034e-04 - mae: 0.0094  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2247e-04 - mae: 0.0095  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2426e-04 - mae: 0.0096  83/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2536e-04 - mae: 0.0096  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2676e-04 - mae: 0.0097 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2813e-04 - mae: 0.0097 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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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loss: 1.4719e-04 - mae: 0.0102 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4748e-04 - mae: 0.0102 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4764e-04 - mae: 0.0102 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4772e-04 - mae: 0.0102 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4775e-04 - mae: 0.0102 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4774e-04 - mae: 0.0102 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4767e-04 - mae: 0.0102 260/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4758e-04 - mae: 0.0102 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4747e-04 - mae: 0.0102 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4736e-04 - mae: 0.0101 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4725e-04 - mae: 0.0101 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4716e-04 - mae: 0.0101 309/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4705e-04 - mae: 0.0101 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4690e-04 - mae: 0.0101 328/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4677e-04 - mae: 0.0101 337/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4663e-04 - mae: 0.0101 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4647e-04 - mae: 0.0101 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4632e-04 - mae: 0.0101 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4618e-04 - mae: 0.0101 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4606e-04 - mae: 0.0101 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4602e-04 - mae: 0.0101 393/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4595e-04 - mae: 0.0101 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4588e-04 - mae: 0.0101 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4581e-04 - mae: 0.0101 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4573e-04 - mae: 0.0101 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4565e-04 - mae: 0.0101 442/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4557e-04 - mae: 0.0101 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4549e-04 - mae: 0.0101 462/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4541e-04 - mae: 0.0101 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4530e-04 - mae: 0.0101 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4523e-04 - mae: 0.0101 492/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4515e-04 - mae: 0.0101 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4508e-04 - mae: 0.0101 512/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.4501e-04 - mae: 0.0101 522/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4493e-04 - mae: 0.0101 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4486e-04 - mae: 0.0101 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4478e-04 - mae: 0.0101 551/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4470e-04 - mae: 0.0101 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4463e-04 - mae: 0.0101 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4456e-04 - mae: 0.0101 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4448e-04 - mae: 0.0101 590/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4440e-04 - mae: 0.0101 599/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4433e-04 - mae: 0.0101 608/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4427e-04 - mae: 0.0101 617/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4421e-04 - mae: 0.0101 626/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4414e-04 - mae: 0.0101 635/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4408e-04 - mae: 0.0101 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4401e-04 - mae: 0.0101 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4393e-04 - mae: 0.0101 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4386e-04 - mae: 0.0101 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4379e-04 - mae: 0.0100 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4370e-04 - mae: 0.0100 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.4361e-04 - mae: 0.0100 702/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.4353e-04 - mae: 0.0100 711/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.4345e-04 - mae: 0.0100 721/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.4335e-04 - mae: 0.0100 731/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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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 - 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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 - 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loss: 1.9481e-04 - mae: 0.0105 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.9084e-04 - mae: 0.0105 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8770e-04 - mae: 0.0105 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8463e-04 - mae: 0.0104 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.8248e-04 - mae: 0.0104 155/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.8125e-04 - mae: 0.0104 164/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.8029e-04 - mae: 0.0104 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7947e-04 - mae: 0.0104 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7858e-04 - mae: 0.0104 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7768e-04 - mae: 0.0104 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7683e-04 - mae: 0.0104 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7605e-04 - mae: 0.0104 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7528e-04 - mae: 0.0104 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7447e-04 - mae: 0.0104 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7370e-04 - mae: 0.0104 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7296e-04 - mae: 0.0104 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7231e-04 - mae: 0.0104 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7168e-04 - mae: 0.0104 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7099e-04 - mae: 0.0104 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.7037e-04 - mae: 0.0104 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.6969e-04 - mae: 0.0104 304/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.6910e-04 - mae: 0.0104 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.6854e-04 - mae: 0.0104 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.6799e-04 - mae: 0.0104 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.6731e-04 - mae: 0.0104 341/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.6682e-04 - mae: 0.0104 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6614e-04 - mae: 0.0104 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.6552e-04 - mae: 0.0104 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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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 - 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loss: 1.6869e-04 - mae: 0.0099  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6998e-04 - mae: 0.0099  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6733e-04 - mae: 0.0099  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6356e-04 - mae: 0.0099  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.6018e-04 - mae: 0.0098  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5737e-04 - mae: 0.0098  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.5516e-04 - mae: 0.0098  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5311e-04 - mae: 0.0098 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5138e-04 - mae: 0.0098 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5004e-04 - mae: 0.0098 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4863e-04 - mae: 0.0098 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4727e-04 - mae: 0.0098 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4609e-04 - mae: 0.0098 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4497e-04 - mae: 0.0098 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.1840e-04 - mae: 0.0089  73/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1913e-04 - mae: 0.0090  82/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1968e-04 - mae: 0.0090  92/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2019e-04 - mae: 0.0091 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2077e-04 - mae: 0.0092 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2130e-04 - mae: 0.0092 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2166e-04 - mae: 0.0092 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2203e-04 - mae: 0.0093 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2227e-04 - mae: 0.0093 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2242e-04 - mae: 0.0093 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2249e-04 - mae: 0.0093 170/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2255e-04 - mae: 0.0094 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2259e-04 - mae: 0.0094 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2261e-04 - mae: 0.0094 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2263e-04 - mae: 0.0094 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2265e-04 - mae: 0.0094 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2294e-04 - mae: 0.0094 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2344e-04 - mae: 0.0094 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2390e-04 - mae: 0.0094 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2431e-04 - mae: 0.0094 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2472e-04 - mae: 0.0095 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2509e-04 - mae: 0.0095 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2543e-04 - mae: 0.0095 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2570e-04 - mae: 0.0095 290/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2595e-04 - mae: 0.0095 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2617e-04 - mae: 0.0095 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2637e-04 - mae: 0.0095 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2655e-04 - mae: 0.0095 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2669e-04 - mae: 0.0095 340/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2681e-04 - mae: 0.0095 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2693e-04 - mae: 0.0095 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2701e-04 - mae: 0.0095 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2707e-04 - mae: 0.0095 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2710e-04 - mae: 0.0095 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2712e-04 - mae: 0.0095 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2713e-04 - mae: 0.0095 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2716e-04 - mae: 0.0095 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2721e-04 - mae: 0.0095 424/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2725e-04 - mae: 0.0096 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2728e-04 - mae: 0.0096 442/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2729e-04 - mae: 0.0096 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2730e-04 - mae: 0.0096 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2730e-04 - mae: 0.0096 471/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2730e-04 - mae: 0.0096 481/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2729e-04 - mae: 0.0096 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2728e-04 - mae: 0.0096 501/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2726e-04 - mae: 0.0096 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2726e-04 - mae: 0.0096 520/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2725e-04 - mae: 0.0096 529/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2723e-04 - mae: 0.0096 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2721e-04 - mae: 0.0096 548/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2720e-04 - mae: 0.0096 557/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2719e-04 - mae: 0.0096 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2719e-04 - mae: 0.0096 572/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2719e-04 - mae: 0.0096 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2718e-04 - mae: 0.0096 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2717e-04 - mae: 0.0096 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2716e-04 - mae: 0.0096 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2715e-04 - mae: 0.0096 619/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2714e-04 - mae: 0.0096 628/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2713e-04 - mae: 0.0096 638/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2712e-04 - mae: 0.0096 647/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2710e-04 - mae: 0.0096 657/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2709e-04 - mae: 0.0096 667/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2709e-04 - mae: 0.0096 678/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2708e-04 - mae: 0.0096 687/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2707e-04 - mae: 0.0096 696/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2706e-04 - mae: 0.0096 706/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2704e-04 - mae: 0.0096 716/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2702e-04 - mae: 0.0096 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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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 - 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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 - 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loss: 8.8061e-05 - mae: 0.0084   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0123e-05 - mae: 0.0084  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2619e-05 - mae: 0.0084  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4148e-05 - mae: 0.0085  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4687e-05 - mae: 0.0085  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4647e-05 - mae: 0.0085  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5041e-05 - mae: 0.0085  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5503e-05 - mae: 0.0086  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6120e-05 - mae: 0.0086  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6798e-05 - mae: 0.0086 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - 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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 - 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loss: 1.1247e-04 - mae: 0.0093 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1254e-04 - mae: 0.0093 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1262e-04 - mae: 0.0093 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1269e-04 - mae: 0.0093 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1276e-04 - mae: 0.0093 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1283e-04 - mae: 0.0093 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1289e-04 - mae: 0.0093 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1294e-04 - mae: 0.0093 - val_loss: 4.2174e-05 - val_mae: 0.0044 - learning_rate: 1.1931e-04 +Epoch 40/300 +  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 - 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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 - 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loss: 1.2472e-04 - mae: 0.0095 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2487e-04 - mae: 0.0095 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2496e-04 - mae: 0.0095 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2498e-04 - mae: 0.0095 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2497e-04 - mae: 0.0094 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2492e-04 - mae: 0.0094 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2487e-04 - mae: 0.0094 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2483e-04 - mae: 0.0094 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2476e-04 - mae: 0.0094 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2467e-04 - mae: 0.0094 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2457e-04 - mae: 0.0094 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2446e-04 - mae: 0.0094 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2435e-04 - mae: 0.0094 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2423e-04 - mae: 0.0094 342/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2411e-04 - mae: 0.0094 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2399e-04 - mae: 0.0094 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2387e-04 - mae: 0.0094 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2380e-04 - mae: 0.0094 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2383e-04 - mae: 0.0094 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2386e-04 - mae: 0.0094 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2387e-04 - mae: 0.0094 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2388e-04 - mae: 0.0094 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2387e-04 - mae: 0.0094 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2385e-04 - mae: 0.0094 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2383e-04 - mae: 0.0094 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2380e-04 - mae: 0.0094 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2376e-04 - mae: 0.0094 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2370e-04 - mae: 0.0094 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2364e-04 - mae: 0.0094 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2357e-04 - mae: 0.0094 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2350e-04 - mae: 0.0094 508/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2341e-04 - mae: 0.0094 518/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.2333e-04 - mae: 0.0094 528/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2325e-04 - mae: 0.0094 537/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2317e-04 - mae: 0.0094 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2310e-04 - mae: 0.0094 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2304e-04 - mae: 0.0094 563/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2298e-04 - mae: 0.0094 572/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2291e-04 - mae: 0.0094 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2284e-04 - mae: 0.0094 590/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2276e-04 - mae: 0.0094 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2268e-04 - mae: 0.0094 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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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 - 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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 - 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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 - loss: 1.1828e-04 - mae: 0.0091 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1837e-04 - mae: 0.0091 481/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1845e-04 - mae: 0.0091 491/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1854e-04 - mae: 0.0091 501/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1862e-04 - mae: 0.0091 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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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 - loss: 1.0866e-04 - mae: 0.0091 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0866e-04 - mae: 0.0091 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0866e-04 - mae: 0.0091 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0865e-04 - mae: 0.0091 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0864e-04 - mae: 0.0091 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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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 - 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loss: 1.1327e-04 - mae: 0.0092 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1325e-04 - mae: 0.0092 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1324e-04 - mae: 0.0092 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1322e-04 - mae: 0.0092 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1320e-04 - mae: 0.0092 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1317e-04 - mae: 0.0092 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1315e-04 - mae: 0.0092 - val_loss: 3.8792e-05 - val_mae: 0.0042 - learning_rate: 5.9657e-05 +Epoch 47/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 6.7577e-05 - mae: 0.0080  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0290e-04 - mae: 0.0086   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0191e-04 - mae: 0.0085  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0033e-04 - mae: 0.0085  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8765e-05 - mae: 0.0084  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7694e-05 - mae: 0.0084  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6868e-05 - mae: 0.0084  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6183e-05 - mae: 0.0084  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.5963e-05 - mae: 0.0084  84/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6065e-05 - mae: 0.0084  94/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6512e-05 - mae: 0.0085 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6875e-05 - mae: 0.0085 114/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7046e-05 - mae: 0.0085 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7213e-05 - mae: 0.0085 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7412e-05 - mae: 0.0085 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - 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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 - 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loss: 1.1266e-04 - mae: 0.0092 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1253e-04 - mae: 0.0092 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1237e-04 - mae: 0.0092 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1221e-04 - mae: 0.0092 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1206e-04 - mae: 0.0092 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1189e-04 - mae: 0.0092 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1172e-04 - mae: 0.0092 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1153e-04 - mae: 0.0092 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1135e-04 - mae: 0.0092 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1121e-04 - mae: 0.0092 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1105e-04 - mae: 0.0092 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1092e-04 - mae: 0.0092 343/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1077e-04 - mae: 0.0092 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1065e-04 - mae: 0.0092 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1049e-04 - mae: 0.0092 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1036e-04 - mae: 0.0092 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1024e-04 - mae: 0.0092 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1010e-04 - mae: 0.0092 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0999e-04 - mae: 0.0092 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0987e-04 - mae: 0.0092 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0975e-04 - mae: 0.0092 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0962e-04 - mae: 0.0092 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0951e-04 - mae: 0.0091 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0939e-04 - mae: 0.0091 459/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0929e-04 - mae: 0.0091 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0921e-04 - mae: 0.0091 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0913e-04 - mae: 0.0091 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0905e-04 - mae: 0.0091 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0896e-04 - mae: 0.0091 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0889e-04 - mae: 0.0091 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0883e-04 - mae: 0.0091 524/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0878e-04 - mae: 0.0091 534/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0873e-04 - mae: 0.0091 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0869e-04 - mae: 0.0091 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0867e-04 - mae: 0.0091 563/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0864e-04 - mae: 0.0091 573/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0861e-04 - mae: 0.0091 582/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0857e-04 - mae: 0.0091 592/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0853e-04 - mae: 0.0091 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0849e-04 - mae: 0.0091 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0845e-04 - mae: 0.0091 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0841e-04 - mae: 0.0091 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0840e-04 - mae: 0.0091 638/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0841e-04 - mae: 0.0091 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0844e-04 - mae: 0.0091 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0849e-04 - mae: 0.0091 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0854e-04 - mae: 0.0091 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0858e-04 - mae: 0.0091 684/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0863e-04 - mae: 0.0091 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0867e-04 - mae: 0.0091 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0871e-04 - mae: 0.0091 715/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0874e-04 - mae: 0.0091 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0877e-04 - mae: 0.0091 736/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0881e-04 - mae: 0.0091 746/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0885e-04 - mae: 0.0091 756/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0889e-04 - mae: 0.0091 765/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0894e-04 - mae: 0.0091 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0898e-04 - mae: 0.0091 785/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0903e-04 - mae: 0.0091 795/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0907e-04 - mae: 0.0091 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0910e-04 - mae: 0.0091 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0914e-04 - mae: 0.0091 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0917e-04 - mae: 0.0091 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0921e-04 - mae: 0.0091 842/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0924e-04 - mae: 0.0091 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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 - 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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 - 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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 - 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loss: 1.0310e-04 - mae: 0.0090  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0396e-04 - mae: 0.0090  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0467e-04 - mae: 0.0090  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0521e-04 - mae: 0.0091  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0540e-04 - mae: 0.0091  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0538e-04 - mae: 0.0091 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0528e-04 - mae: 0.0091 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0507e-04 - mae: 0.0091 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - 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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 - loss: 9.2650e-05 - mae: 0.0086 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.3351e-05 - mae: 0.0086 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4000e-05 - mae: 0.0087 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4498e-05 - mae: 0.0087 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4985e-05 - mae: 0.0087 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5486e-05 - mae: 0.0087 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0042e-04 - mae: 0.0088 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0060e-04 - mae: 0.0089 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0076e-04 - mae: 0.0089 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0093e-04 - mae: 0.0089 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0110e-04 - mae: 0.0089 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0125e-04 - mae: 0.0089 431/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0137e-04 - mae: 0.0089 441/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0150e-04 - mae: 0.0089 450/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0161e-04 - mae: 0.0089 460/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0173e-04 - mae: 0.0089 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0185e-04 - mae: 0.0089 480/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0194e-04 - mae: 0.0089 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0202e-04 - mae: 0.0089 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0209e-04 - mae: 0.0089 508/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0216e-04 - mae: 0.0089 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0222e-04 - mae: 0.0089 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0227e-04 - mae: 0.0089 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0233e-04 - mae: 0.0089 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0238e-04 - mae: 0.0089 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0242e-04 - mae: 0.0089 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0246e-04 - mae: 0.0089 575/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0250e-04 - mae: 0.0089 585/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0255e-04 - mae: 0.0089 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0259e-04 - mae: 0.0089 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0263e-04 - mae: 0.0089 612/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0268e-04 - mae: 0.0089 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0276e-04 - mae: 0.0089 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0283e-04 - mae: 0.0089 638/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0292e-04 - mae: 0.0089 647/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0300e-04 - mae: 0.0089 656/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0307e-04 - mae: 0.0089 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0314e-04 - mae: 0.0089 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0322e-04 - mae: 0.0089 682/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0331e-04 - mae: 0.0089 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0340e-04 - mae: 0.0089 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0347e-04 - mae: 0.0089 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0355e-04 - mae: 0.0089 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0363e-04 - mae: 0.0089 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0371e-04 - mae: 0.0089 738/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0378e-04 - mae: 0.0089 747/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0385e-04 - mae: 0.0089 755/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0392e-04 - mae: 0.0090 765/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0400e-04 - mae: 0.0090 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0408e-04 - mae: 0.0090 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0415e-04 - mae: 0.0090 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0421e-04 - mae: 0.0090 803/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0428e-04 - mae: 0.0090 812/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0433e-04 - mae: 0.0090 822/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0439e-04 - mae: 0.0090 832/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0444e-04 - mae: 0.0090 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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 - loss: 1.0263e-04 - mae: 0.0091  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0189e-04 - mae: 0.0091  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0142e-04 - mae: 0.0091  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0094e-04 - mae: 0.0090  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0074e-04 - mae: 0.0090 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0054e-04 - mae: 0.0090 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0037e-04 - mae: 0.0090 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0017e-04 - mae: 0.0090 137/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0006e-04 - mae: 0.0090 147/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9897e-05 - mae: 0.0090 157/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9674e-05 - mae: 0.0089 166/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9584e-05 - mae: 0.0089 176/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9486e-05 - mae: 0.0089 186/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9409e-05 - mae: 0.0089 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9422e-05 - mae: 0.0089 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9618e-05 - mae: 0.0089 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.9870e-05 - mae: 0.0089 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0006e-04 - mae: 0.0089 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0038e-04 - mae: 0.0089 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0068e-04 - mae: 0.0089 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0103e-04 - mae: 0.0089 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0132e-04 - mae: 0.0089 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0157e-04 - mae: 0.0089 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0181e-04 - mae: 0.0089 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0208e-04 - mae: 0.0089 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0236e-04 - mae: 0.0089 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0261e-04 - mae: 0.0089 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0289e-04 - mae: 0.0089 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0315e-04 - mae: 0.0089 341/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0337e-04 - mae: 0.0089 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0359e-04 - mae: 0.0089 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0380e-04 - mae: 0.0089 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0400e-04 - mae: 0.0089 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0420e-04 - mae: 0.0089 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0436e-04 - mae: 0.0089 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0451e-04 - mae: 0.0089 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0463e-04 - mae: 0.0090 414/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0475e-04 - mae: 0.0090 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0487e-04 - mae: 0.0090 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0498e-04 - mae: 0.0090 442/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0509e-04 - mae: 0.0090 451/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0520e-04 - mae: 0.0090 461/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0531e-04 - mae: 0.0090 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0541e-04 - mae: 0.0090 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0550e-04 - mae: 0.0090 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0559e-04 - mae: 0.0090 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0570e-04 - mae: 0.0090 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0579e-04 - mae: 0.0090 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0588e-04 - mae: 0.0090 526/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0594e-04 - mae: 0.0090 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0601e-04 - mae: 0.0090 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0605e-04 - mae: 0.0090 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0609e-04 - mae: 0.0090 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0614e-04 - mae: 0.0090 575/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0619e-04 - mae: 0.0090 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0623e-04 - mae: 0.0090 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0627e-04 - mae: 0.0090 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0630e-04 - mae: 0.0090 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0634e-04 - mae: 0.0090 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0637e-04 - mae: 0.0090 628/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0640e-04 - mae: 0.0090 638/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0643e-04 - mae: 0.0090 648/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0645e-04 - mae: 0.0090 658/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0648e-04 - mae: 0.0090 668/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0652e-04 - mae: 0.0090 678/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0655e-04 - mae: 0.0090 688/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0660e-04 - mae: 0.0090 698/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0665e-04 - mae: 0.0090 707/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0670e-04 - mae: 0.0090 716/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0677e-04 - mae: 0.0090 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0684e-04 - mae: 0.0090 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0690e-04 - mae: 0.0090 744/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0697e-04 - mae: 0.0090 754/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0704e-04 - mae: 0.0090 763/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0709e-04 - mae: 0.0090 771/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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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 - 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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 - 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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 - 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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 - loss: 1.2018e-04 - mae: 0.0093 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2007e-04 - mae: 0.0093 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1996e-04 - mae: 0.0093 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1982e-04 - mae: 0.0093 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1970e-04 - mae: 0.0093 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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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 - 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loss: 1.2131e-04 - mae: 0.0090 777/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2118e-04 - mae: 0.0090 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2106e-04 - mae: 0.0090 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2093e-04 - mae: 0.0090 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2081e-04 - mae: 0.0090 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2070e-04 - mae: 0.0090 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2058e-04 - mae: 0.0090 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2045e-04 - mae: 0.0090 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2033e-04 - mae: 0.0090 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2021e-04 - mae: 0.0090 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2011e-04 - mae: 0.0090 871/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.2000e-04 - mae: 0.0090 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1992e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1985e-04 - mae: 0.0090 - val_loss: 3.6185e-05 - val_mae: 0.0040 - learning_rate: 7.4571e-06 +Epoch 62/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 9.6581e-05 - mae: 0.0087  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1186e-04 - mae: 0.0086   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0905e-04 - mae: 0.0088  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0595e-04 - mae: 0.0087  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0461e-04 - mae: 0.0088  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0397e-04 - mae: 0.0088  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0612e-04 - mae: 0.0088  66/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0754e-04 - mae: 0.0088  76/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - loss: 1.0941e-04 - mae: 0.0090 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0925e-04 - mae: 0.0090 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0910e-04 - mae: 0.0090 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0895e-04 - mae: 0.0090 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0880e-04 - mae: 0.0090 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0868e-04 - mae: 0.0090 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0861e-04 - mae: 0.0090 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0863e-04 - mae: 0.0090 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0872e-04 - mae: 0.0090 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0878e-04 - mae: 0.0090 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0882e-04 - mae: 0.0090 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0885e-04 - mae: 0.0090 324/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0885e-04 - mae: 0.0090 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0884e-04 - mae: 0.0090 342/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0883e-04 - mae: 0.0090 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0883e-04 - mae: 0.0090 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0882e-04 - mae: 0.0090 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0881e-04 - mae: 0.0090 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0879e-04 - mae: 0.0090 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0877e-04 - mae: 0.0090 395/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0875e-04 - mae: 0.0090 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0873e-04 - mae: 0.0090 414/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0870e-04 - mae: 0.0090 424/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0866e-04 - mae: 0.0089 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0862e-04 - mae: 0.0089 443/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0859e-04 - mae: 0.0089 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0857e-04 - mae: 0.0089 462/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0854e-04 - mae: 0.0089 471/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0852e-04 - mae: 0.0089 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0850e-04 - mae: 0.0089 492/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0848e-04 - mae: 0.0089 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0846e-04 - mae: 0.0089 509/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0843e-04 - mae: 0.0089 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0840e-04 - mae: 0.0089 526/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0836e-04 - mae: 0.0089 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0832e-04 - mae: 0.0089 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0828e-04 - mae: 0.0089 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0824e-04 - mae: 0.0089 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0820e-04 - mae: 0.0089 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0815e-04 - mae: 0.0089 583/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0812e-04 - mae: 0.0089 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0808e-04 - mae: 0.0089 602/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0805e-04 - mae: 0.0089 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0803e-04 - mae: 0.0089 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0801e-04 - mae: 0.0089 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0799e-04 - mae: 0.0089 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0797e-04 - mae: 0.0089 648/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0795e-04 - mae: 0.0089 656/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0793e-04 - mae: 0.0089 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0790e-04 - mae: 0.0089 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0787e-04 - mae: 0.0089 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0788e-04 - mae: 0.0089 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0789e-04 - mae: 0.0089 703/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0790e-04 - mae: 0.0089 712/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0790e-04 - mae: 0.0089 721/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0790e-04 - mae: 0.0089 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0790e-04 - mae: 0.0089 738/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0789e-04 - mae: 0.0089 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0788e-04 - mae: 0.0089 757/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0788e-04 - mae: 0.0089 767/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0787e-04 - mae: 0.0089 777/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0787e-04 - mae: 0.0089 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0786e-04 - mae: 0.0089 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0784e-04 - mae: 0.0089 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0783e-04 - mae: 0.0089 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0782e-04 - mae: 0.0089 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0782e-04 - mae: 0.0089 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0782e-04 - mae: 0.0089 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0782e-04 - mae: 0.0089 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0783e-04 - mae: 0.0089 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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 - loss: 1.0823e-04 - mae: 0.0093  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0845e-04 - mae: 0.0093 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0862e-04 - mae: 0.0093 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0862e-04 - mae: 0.0093 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0845e-04 - mae: 0.0092 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0826e-04 - mae: 0.0092 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0798e-04 - mae: 0.0092 152/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0767e-04 - mae: 0.0092 162/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0738e-04 - mae: 0.0092 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0713e-04 - mae: 0.0092 181/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0688e-04 - mae: 0.0091 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0661e-04 - mae: 0.0091 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0656e-04 - mae: 0.0091 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0654e-04 - mae: 0.0091 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0651e-04 - mae: 0.0091 229/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0645e-04 - mae: 0.0091 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0641e-04 - mae: 0.0091 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0632e-04 - mae: 0.0091 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0622e-04 - mae: 0.0091 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0613e-04 - mae: 0.0091 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0606e-04 - mae: 0.0091 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0597e-04 - mae: 0.0091 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0591e-04 - mae: 0.0091 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0585e-04 - mae: 0.0091 309/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0582e-04 - mae: 0.0091 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0590e-04 - mae: 0.0091 329/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0595e-04 - mae: 0.0091 339/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0597e-04 - mae: 0.0091 349/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0598e-04 - mae: 0.0091 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0596e-04 - mae: 0.0090 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0596e-04 - mae: 0.0090 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0597e-04 - mae: 0.0090 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0600e-04 - mae: 0.0090 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0603e-04 - mae: 0.0090 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0605e-04 - mae: 0.0090 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0606e-04 - mae: 0.0090 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0606e-04 - mae: 0.0090 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0606e-04 - mae: 0.0090 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0604e-04 - mae: 0.0090 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0601e-04 - mae: 0.0090 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0598e-04 - mae: 0.0090 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0595e-04 - mae: 0.0090 483/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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 - 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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 - 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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 - 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loss: 1.3460e-04 - mae: 0.0090  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3432e-04 - mae: 0.0089  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3375e-04 - mae: 0.0089  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3266e-04 - mae: 0.0089  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3104e-04 - mae: 0.0089  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2964e-04 - mae: 0.0089 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2810e-04 - mae: 0.0088 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2671e-04 - mae: 0.0088 124/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2528e-04 - mae: 0.0088 133/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2434e-04 - mae: 0.0088 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - loss: 1.1210e-04 - mae: 0.0088 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1195e-04 - mae: 0.0088 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1180e-04 - mae: 0.0088 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1167e-04 - mae: 0.0088 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0929e-04 - mae: 0.0088 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0928e-04 - mae: 0.0088 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0927e-04 - mae: 0.0088 867/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0926e-04 - mae: 0.0088 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0925e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0925e-04 - mae: 0.0088 - val_loss: 3.5987e-05 - val_mae: 0.0040 - learning_rate: 3.7286e-06 +Epoch 67/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 20ms/step - loss: 6.2212e-05 - mae: 0.0072  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7311e-05 - mae: 0.0080   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.0289e-05 - mae: 0.0082  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - 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loss: 1.1194e-04 - mae: 0.0091 649/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1189e-04 - mae: 0.0091 659/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1184e-04 - mae: 0.0091 669/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1179e-04 - mae: 0.0091 679/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1174e-04 - mae: 0.0091 689/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1169e-04 - mae: 0.0091 700/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1164e-04 - mae: 0.0091 710/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1159e-04 - mae: 0.0091 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1155e-04 - mae: 0.0091 728/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1151e-04 - mae: 0.0091 738/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1147e-04 - mae: 0.0091 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1143e-04 - mae: 0.0091 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1139e-04 - mae: 0.0091 768/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1134e-04 - mae: 0.0091 777/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1131e-04 - mae: 0.0091 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1127e-04 - mae: 0.0091 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1123e-04 - mae: 0.0091 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1119e-04 - mae: 0.0091 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1116e-04 - mae: 0.0091 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1113e-04 - mae: 0.0091 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1110e-04 - mae: 0.0091 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1109e-04 - mae: 0.0091 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1108e-04 - mae: 0.0091 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1107e-04 - mae: 0.0091 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1106e-04 - mae: 0.0091 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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 - 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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 - 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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 - 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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 - 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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 - 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loss: 1.0994e-04 - mae: 0.0089 873/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0990e-04 - mae: 0.0089 883/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0987e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0986e-04 - mae: 0.0089 - val_loss: 3.5948e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 74/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 24ms/step - loss: 8.7991e-05 - mae: 0.0099  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.1846e-05 - mae: 0.0084   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.4452e-05 - mae: 0.0083  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7821e-05 - mae: 0.0084  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0047e-04 - mae: 0.0086  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - 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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 - 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loss: 1.3171e-04 - mae: 0.0093 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.3137e-04 - mae: 0.0093 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.3103e-04 - mae: 0.0093 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.3070e-04 - mae: 0.0093 522/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.3038e-04 - mae: 0.0093 532/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.3004e-04 - mae: 0.0093 541/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.2973e-04 - mae: 0.0093 549/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.2946e-04 - mae: 0.0093 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.2916e-04 - mae: 0.0093 567/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.2887e-04 - mae: 0.0093 577/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.2856e-04 - mae: 0.0093 586/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.2828e-04 - mae: 0.0093 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.2804e-04 - mae: 0.0093 605/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.2771e-04 - mae: 0.0093 615/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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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 - 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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 - 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loss: 9.1839e-05 - mae: 0.0087  52/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2022e-05 - mae: 0.0086  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2210e-05 - mae: 0.0086  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2466e-05 - mae: 0.0086  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2559e-05 - mae: 0.0086  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2954e-05 - mae: 0.0086  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3257e-05 - mae: 0.0086 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3894e-05 - mae: 0.0086 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4335e-05 - mae: 0.0086 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - loss: 9.9750e-05 - mae: 0.0088 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9787e-05 - mae: 0.0088 409/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9849e-05 - mae: 0.0088 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9911e-05 - mae: 0.0088 428/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9956e-05 - mae: 0.0088 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 1.0297e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0304e-04 - mae: 0.0089 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0311e-04 - mae: 0.0089 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0317e-04 - mae: 0.0089 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0322e-04 - mae: 0.0089 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0328e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0330e-04 - mae: 0.0089 - val_loss: 3.6051e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 82/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.0590e-04 - mae: 0.0088  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0058e-04 - mae: 0.0088   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9928e-05 - mae: 0.0090  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0148e-04 - mae: 0.0091  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0178e-04 - mae: 0.0092  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0188e-04 - mae: 0.0091  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0221e-04 - mae: 0.0091  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0313e-04 - mae: 0.0092  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0409e-04 - mae: 0.0092  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0444e-04 - mae: 0.0091  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0485e-04 - mae: 0.0091 103/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0516e-04 - mae: 0.0091 113/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0526e-04 - mae: 0.0091 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0528e-04 - mae: 0.0091 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0537e-04 - mae: 0.0091 142/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - 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loss: 1.0437e-04 - mae: 0.0088 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0444e-04 - mae: 0.0088 770/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0450e-04 - mae: 0.0088 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0456e-04 - mae: 0.0088 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0462e-04 - mae: 0.0088 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0470e-04 - mae: 0.0088 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0479e-04 - mae: 0.0088 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0487e-04 - mae: 0.0088 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0494e-04 - mae: 0.0088 837/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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 - 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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 - 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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 - 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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 - 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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 - 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loss: 1.0992e-04 - mae: 0.0089 675/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0991e-04 - mae: 0.0089 685/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0989e-04 - mae: 0.0089 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0988e-04 - mae: 0.0089 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0986e-04 - mae: 0.0089 714/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0984e-04 - mae: 0.0089 723/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0982e-04 - mae: 0.0089 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0980e-04 - mae: 0.0089 743/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0978e-04 - mae: 0.0089 753/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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 - 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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 - 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loss: 1.1214e-04 - mae: 0.0091 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1243e-04 - mae: 0.0091 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1264e-04 - mae: 0.0091 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1279e-04 - mae: 0.0091 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1291e-04 - mae: 0.0091 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1301e-04 - mae: 0.0091 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1310e-04 - mae: 0.0091 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1324e-04 - mae: 0.0091 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1336e-04 - mae: 0.0091 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1351e-04 - mae: 0.0091 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1365e-04 - mae: 0.0091 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1382e-04 - mae: 0.0091 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1400e-04 - mae: 0.0091 336/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1417e-04 - mae: 0.0091 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1434e-04 - mae: 0.0091 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1451e-04 - mae: 0.0091 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1464e-04 - mae: 0.0091 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1475e-04 - mae: 0.0091 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1484e-04 - mae: 0.0091 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1492e-04 - mae: 0.0091 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1497e-04 - mae: 0.0091 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1501e-04 - mae: 0.0091 419/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1504e-04 - mae: 0.0091 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1506e-04 - mae: 0.0091 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1507e-04 - mae: 0.0091 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1506e-04 - mae: 0.0091 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1504e-04 - mae: 0.0091 469/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1502e-04 - mae: 0.0091 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1500e-04 - mae: 0.0091 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1498e-04 - mae: 0.0091 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1494e-04 - mae: 0.0091 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1490e-04 - mae: 0.0091 517/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1486e-04 - mae: 0.0091 527/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1481e-04 - mae: 0.0091 537/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1474e-04 - mae: 0.0091 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1468e-04 - mae: 0.0091 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1461e-04 - mae: 0.0091 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1455e-04 - mae: 0.0091 575/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1448e-04 - mae: 0.0091 585/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1440e-04 - mae: 0.0091 595/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1432e-04 - mae: 0.0091 604/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1425e-04 - mae: 0.0091 614/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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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 - 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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 - 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loss: 1.0662e-04 - mae: 0.0087  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0552e-04 - mae: 0.0088  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0476e-04 - mae: 0.0088  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0452e-04 - mae: 0.0088  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0425e-04 - mae: 0.0088  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0408e-04 - mae: 0.0088  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0402e-04 - mae: 0.0088  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0380e-04 - mae: 0.0088 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - 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loss: 1.0816e-04 - mae: 0.0089 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0818e-04 - mae: 0.0089 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0821e-04 - mae: 0.0089 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0823e-04 - mae: 0.0089 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0825e-04 - mae: 0.0089 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0827e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0829e-04 - mae: 0.0089 - val_loss: 3.5886e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 97/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 5.5477e-05 - mae: 0.0067  13/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 7.7982e-05 - mae: 0.0078   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.1555e-05 - mae: 0.0080  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.2923e-05 - mae: 0.0080  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.6051e-05 - mae: 0.0082  49/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8973e-05 - mae: 0.0083  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.1506e-05 - mae: 0.0083  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.2792e-05 - mae: 0.0083  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.3981e-05 - mae: 0.0084  87/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.4848e-05 - mae: 0.0084  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.7734e-05 - mae: 0.0085 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9663e-05 - mae: 0.0085 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0126e-04 - mae: 0.0085 126/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - 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loss: 1.0662e-04 - mae: 0.0088 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0664e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0666e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0666e-04 - mae: 0.0088 - val_loss: 3.6001e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 98/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 6.4819e-05 - mae: 0.0064  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.0035e-05 - mae: 0.0075   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - 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loss: 1.0897e-04 - mae: 0.0090 665/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0898e-04 - mae: 0.0090 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0898e-04 - mae: 0.0090 682/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0899e-04 - mae: 0.0090 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0898e-04 - mae: 0.0090 702/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0897e-04 - mae: 0.0090 712/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0897e-04 - mae: 0.0090 721/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0896e-04 - mae: 0.0090 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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 - 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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 - 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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 - 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loss: 1.3594e-04 - mae: 0.0096 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3596e-04 - mae: 0.0096 116/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3579e-04 - mae: 0.0096 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3554e-04 - mae: 0.0096 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3513e-04 - mae: 0.0096 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3472e-04 - mae: 0.0096 155/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.3405e-04 - mae: 0.0096 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3325e-04 - mae: 0.0096 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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 - 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loss: 1.1564e-04 - mae: 0.0092 776/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1553e-04 - mae: 0.0092 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1541e-04 - mae: 0.0092 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1530e-04 - mae: 0.0092 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1519e-04 - mae: 0.0092 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1508e-04 - mae: 0.0092 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1500e-04 - mae: 0.0092 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1492e-04 - mae: 0.0092 841/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1485e-04 - mae: 0.0092 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1478e-04 - mae: 0.0092 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1471e-04 - mae: 0.0092 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1464e-04 - mae: 0.0091 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1457e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1453e-04 - mae: 0.0091 - val_loss: 3.5920e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 104/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 3.1233e-04 - mae: 0.0142  10/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.9455e-04 - mae: 0.0122   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5622e-04 - mae: 0.0109  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3795e-04 - mae: 0.0102  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2815e-04 - mae: 0.0099  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2374e-04 - mae: 0.0097  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2002e-04 - mae: 0.0096  67/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - loss: 1.0493e-04 - mae: 0.0090 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0484e-04 - mae: 0.0090 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0473e-04 - mae: 0.0090 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0462e-04 - mae: 0.0090 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0450e-04 - mae: 0.0090 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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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 - 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loss: 9.8365e-05 - mae: 0.0087  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9426e-05 - mae: 0.0087  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9840e-05 - mae: 0.0087  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9946e-05 - mae: 0.0087  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0009e-04 - mae: 0.0087  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9975e-05 - mae: 0.0087 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9766e-05 - mae: 0.0087 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0004e-04 - mae: 0.0087 121/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0034e-04 - 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 - 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loss: 1.0629e-04 - mae: 0.0091 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0631e-04 - mae: 0.0091 400/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0641e-04 - mae: 0.0091 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0649e-04 - mae: 0.0091 420/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0656e-04 - mae: 0.0091 430/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0665e-04 - mae: 0.0091 440/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0674e-04 - mae: 0.0091 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0682e-04 - mae: 0.0091 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0689e-04 - mae: 0.0091 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0696e-04 - mae: 0.0091 475/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0702e-04 - mae: 0.0091 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0708e-04 - mae: 0.0091 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0714e-04 - mae: 0.0091 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0718e-04 - mae: 0.0091 514/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - 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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 - 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loss: 9.5262e-05 - mae: 0.0087  97/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5093e-05 - mae: 0.0087 107/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5111e-05 - mae: 0.0087 117/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5145e-05 - mae: 0.0087 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5091e-05 - mae: 0.0087 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5015e-05 - mae: 0.0087 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4899e-05 - mae: 0.0087 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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 - 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loss: 1.0628e-04 - mae: 0.0089 - val_loss: 3.5863e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 112/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 21s 25ms/step - loss: 4.8970e-05 - mae: 0.0053  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 2.1530e-04 - mae: 0.0108   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.7353e-04 - mae: 0.0100  32/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5466e-04 - mae: 0.0097  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4211e-04 - mae: 0.0095  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - loss: 1.0492e-04 - mae: 0.0089 450/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0496e-04 - mae: 0.0089 460/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0500e-04 - mae: 0.0089 470/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0509e-04 - mae: 0.0089 479/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0522e-04 - mae: 0.0089 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0535e-04 - mae: 0.0089 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0547e-04 - mae: 0.0089 506/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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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 - 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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 - 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loss: 1.1236e-04 - mae: 0.0094 103/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1225e-04 - mae: 0.0094 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1205e-04 - mae: 0.0094 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1195e-04 - mae: 0.0094 130/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1173e-04 - mae: 0.0094 139/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1152e-04 - mae: 0.0094 148/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1147e-04 - mae: 0.0094 158/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1151e-04 - mae: 0.0094 168/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1156e-04 - mae: 0.0094 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1158e-04 - mae: 0.0094 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1156e-04 - mae: 0.0094 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1150e-04 - mae: 0.0094 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1143e-04 - mae: 0.0094 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1133e-04 - mae: 0.0094 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1121e-04 - mae: 0.0094 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1104e-04 - mae: 0.0093 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1118e-04 - mae: 0.0093 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1134e-04 - mae: 0.0093 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1146e-04 - mae: 0.0093 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1152e-04 - mae: 0.0093 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1156e-04 - mae: 0.0093 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1156e-04 - mae: 0.0093 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1154e-04 - mae: 0.0093 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1150e-04 - mae: 0.0093 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1142e-04 - mae: 0.0093 331/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1134e-04 - mae: 0.0093 341/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1125e-04 - mae: 0.0093 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1117e-04 - mae: 0.0093 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1108e-04 - mae: 0.0092 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1099e-04 - mae: 0.0092 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1092e-04 - mae: 0.0092 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1084e-04 - mae: 0.0092 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1077e-04 - mae: 0.0092 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1069e-04 - mae: 0.0092 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1061e-04 - mae: 0.0092 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1053e-04 - mae: 0.0092 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1049e-04 - mae: 0.0092 445/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1044e-04 - mae: 0.0092 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1038e-04 - mae: 0.0092 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1031e-04 - mae: 0.0092 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1025e-04 - mae: 0.0092 482/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1025e-04 - mae: 0.0092 490/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1029e-04 - mae: 0.0092 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1035e-04 - mae: 0.0092 509/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1039e-04 - mae: 0.0092 520/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1043e-04 - mae: 0.0092 530/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1047e-04 - mae: 0.0092 539/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1050e-04 - mae: 0.0092 549/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1053e-04 - mae: 0.0092 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1056e-04 - mae: 0.0092 568/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1058e-04 - mae: 0.0092 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1060e-04 - mae: 0.0092 588/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1061e-04 - mae: 0.0092 598/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1061e-04 - mae: 0.0092 607/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1060e-04 - mae: 0.0092 616/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1059e-04 - mae: 0.0092 625/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1057e-04 - mae: 0.0091 635/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1055e-04 - mae: 0.0091 645/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1052e-04 - mae: 0.0091 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1051e-04 - mae: 0.0091 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1049e-04 - mae: 0.0091 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1047e-04 - mae: 0.0091 684/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1044e-04 - mae: 0.0091 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1041e-04 - mae: 0.0091 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1038e-04 - mae: 0.0091 714/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1036e-04 - mae: 0.0091 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1034e-04 - mae: 0.0091 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1032e-04 - mae: 0.0091 743/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1031e-04 - mae: 0.0091 753/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1028e-04 - mae: 0.0091 762/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1026e-04 - mae: 0.0091 772/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1024e-04 - mae: 0.0091 781/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1021e-04 - mae: 0.0091 790/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1021e-04 - mae: 0.0091 800/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1022e-04 - mae: 0.0091 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.1022e-04 - mae: 0.0091 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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 - 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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 - loss: 1.0597e-04 - mae: 0.0087 486/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0612e-04 - mae: 0.0088 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0625e-04 - mae: 0.0088 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0637e-04 - mae: 0.0088 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0652e-04 - mae: 0.0088 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0666e-04 - mae: 0.0088 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0679e-04 - mae: 0.0088 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.0142e-04 - mae: 0.0089  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0141e-04 - mae: 0.0089  58/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0114e-04 - mae: 0.0088  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0065e-04 - mae: 0.0088  77/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0117e-04 - mae: 0.0088  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0157e-04 - mae: 0.0088  95/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0170e-04 - mae: 0.0087 104/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - 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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 - 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loss: 1.0168e-04 - mae: 0.0086 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0175e-04 - mae: 0.0086 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0182e-04 - mae: 0.0087 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0184e-04 - mae: 0.0087 - val_loss: 3.5914e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 121/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 5.9009e-05 - mae: 0.0071  9/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - 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 - 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loss: 1.0990e-04 - mae: 0.0090 503/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0987e-04 - mae: 0.0090 513/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0984e-04 - mae: 0.0090 523/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0981e-04 - mae: 0.0090 533/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0977e-04 - mae: 0.0090 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0974e-04 - mae: 0.0090 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0976e-04 - mae: 0.0090 563/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0979e-04 - mae: 0.0090 573/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0982e-04 - mae: 0.0090 583/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0985e-04 - mae: 0.0090 593/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0987e-04 - mae: 0.0090 603/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0989e-04 - mae: 0.0090 613/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0992e-04 - mae: 0.0090 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0994e-04 - mae: 0.0090 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0996e-04 - mae: 0.0090 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0998e-04 - mae: 0.0090 653/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0999e-04 - mae: 0.0090 663/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1000e-04 - mae: 0.0090 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1000e-04 - mae: 0.0090 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0999e-04 - mae: 0.0090 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0999e-04 - mae: 0.0090 703/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0998e-04 - mae: 0.0090 712/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0998e-04 - mae: 0.0090 721/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0996e-04 - mae: 0.0090 730/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0995e-04 - mae: 0.0090 738/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0993e-04 - mae: 0.0090 747/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0991e-04 - mae: 0.0090 757/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0989e-04 - mae: 0.0090 767/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0987e-04 - mae: 0.0090 777/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0984e-04 - mae: 0.0090 785/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0982e-04 - mae: 0.0090 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0978e-04 - mae: 0.0090 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0974e-04 - mae: 0.0090 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0971e-04 - mae: 0.0090 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0967e-04 - mae: 0.0090 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0963e-04 - mae: 0.0090 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0959e-04 - mae: 0.0090 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0955e-04 - mae: 0.0090 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0951e-04 - mae: 0.0090 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0948e-04 - mae: 0.0089 879/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0945e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0943e-04 - mae: 0.0089 - val_loss: 3.5976e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 122/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 2.4002e-05 - mae: 0.0036  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.5760e-05 - mae: 0.0072   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9855e-05 - mae: 0.0079  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2799e-05 - mae: 0.0081  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4101e-05 - mae: 0.0083  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - loss: 1.0188e-04 - mae: 0.0087 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0193e-04 - mae: 0.0087 208/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0238e-04 - mae: 0.0087 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0277e-04 - mae: 0.0087 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0306e-04 - mae: 0.0087 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0331e-04 - mae: 0.0087 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0353e-04 - mae: 0.0087 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0369e-04 - mae: 0.0087 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0382e-04 - mae: 0.0087 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0393e-04 - mae: 0.0087 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0403e-04 - mae: 0.0087 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0414e-04 - mae: 0.0087 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0426e-04 - mae: 0.0087 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0441e-04 - mae: 0.0088 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0453e-04 - mae: 0.0088 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0464e-04 - mae: 0.0088 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0473e-04 - mae: 0.0088 349/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0482e-04 - mae: 0.0088 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0490e-04 - mae: 0.0088 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0498e-04 - mae: 0.0088 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0505e-04 - mae: 0.0088 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - 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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 - 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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 - 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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 - 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loss: 9.5036e-05 - mae: 0.0087 163/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5224e-05 - mae: 0.0087 172/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5341e-05 - mae: 0.0087 182/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5572e-05 - mae: 0.0087 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5785e-05 - mae: 0.0087 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5984e-05 - mae: 0.0087 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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 - 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loss: 7.6553e-05 - mae: 0.0077  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 7.7270e-05 - mae: 0.0077  69/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 7.8294e-05 - mae: 0.0078  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 7.9293e-05 - mae: 0.0078  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.0082e-05 - mae: 0.0078  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.0835e-05 - mae: 0.0079 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - loss: 9.1980e-05 - mae: 0.0084 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2349e-05 - mae: 0.0084 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.2673e-05 - mae: 0.0085 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3022e-05 - mae: 0.0085 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3353e-05 - mae: 0.0085 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.3711e-05 - mae: 0.0085 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4031e-05 - mae: 0.0085 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.4314e-05 - mae: 0.0085 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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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 - 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loss: 1.0506e-04 - mae: 0.0089 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0505e-04 - mae: 0.0089 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0504e-04 - mae: 0.0089 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0502e-04 - mae: 0.0089 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0500e-04 - mae: 0.0089 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0498e-04 - mae: 0.0089 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0495e-04 - mae: 0.0089 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0492e-04 - mae: 0.0089 573/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0490e-04 - mae: 0.0089 582/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0490e-04 - mae: 0.0089 592/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0489e-04 - mae: 0.0089 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0492e-04 - mae: 0.0089 610/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0496e-04 - mae: 0.0089 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0501e-04 - mae: 0.0089 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0505e-04 - mae: 0.0089 640/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0508e-04 - mae: 0.0089 649/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0512e-04 - mae: 0.0089 659/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0515e-04 - mae: 0.0089 668/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0517e-04 - mae: 0.0089 678/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0519e-04 - mae: 0.0089 685/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0520e-04 - mae: 0.0089 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0522e-04 - mae: 0.0089 701/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0524e-04 - mae: 0.0089 711/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0525e-04 - mae: 0.0089 721/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0527e-04 - mae: 0.0089 730/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0528e-04 - mae: 0.0089 740/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0529e-04 - mae: 0.0089 750/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0531e-04 - mae: 0.0089 760/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0533e-04 - mae: 0.0089 769/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0534e-04 - mae: 0.0089 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0536e-04 - mae: 0.0089 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0538e-04 - mae: 0.0089 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0539e-04 - mae: 0.0089 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0540e-04 - mae: 0.0089 815/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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 - loss: 9.4797e-05 - mae: 0.0087 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5106e-05 - mae: 0.0087 192/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5380e-05 - mae: 0.0087 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5605e-05 - mae: 0.0087 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.5822e-05 - mae: 0.0087 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6031e-05 - mae: 0.0087 232/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6244e-05 - mae: 0.0087 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6443e-05 - mae: 0.0087 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6621e-05 - mae: 0.0087 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6785e-05 - mae: 0.0087 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6941e-05 - mae: 0.0087 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7277e-05 - mae: 0.0087 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7795e-05 - mae: 0.0088 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8275e-05 - mae: 0.0088 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8804e-05 - mae: 0.0088 321/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9279e-05 - mae: 0.0088 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9685e-05 - mae: 0.0088 340/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0011e-04 - mae: 0.0088 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0051e-04 - mae: 0.0088 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0083e-04 - mae: 0.0088 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0116e-04 - mae: 0.0088 379/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0146e-04 - mae: 0.0088 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - 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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 - 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loss: 1.6165e-04 - mae: 0.0094  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.6069e-04 - mae: 0.0094 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5940e-04 - mae: 0.0094 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5816e-04 - mae: 0.0094 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5687e-04 - mae: 0.0094 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5549e-04 - mae: 0.0094 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5423e-04 - mae: 0.0094 155/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.5276e-04 - mae: 0.0094 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.5135e-04 - mae: 0.0093 174/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.5032e-04 - mae: 0.0093 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4916e-04 - mae: 0.0093 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4790e-04 - mae: 0.0093 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4700e-04 - mae: 0.0093 209/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4636e-04 - mae: 0.0093 218/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4565e-04 - mae: 0.0093 228/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4487e-04 - mae: 0.0093 238/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4415e-04 - mae: 0.0092 248/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4342e-04 - mae: 0.0092 258/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4271e-04 - mae: 0.0092 268/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4203e-04 - mae: 0.0092 278/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4138e-04 - mae: 0.0092 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.4096e-04 - mae: 0.0092 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4060e-04 - mae: 0.0092 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.4026e-04 - mae: 0.0092 317/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3987e-04 - mae: 0.0092 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3952e-04 - mae: 0.0092 337/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.3911e-04 - mae: 0.0092 348/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.3869e-04 - mae: 0.0092 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - 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loss: 1.0146e-04 - mae: 0.0091 102/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0192e-04 - mae: 0.0091 112/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0230e-04 - mae: 0.0091 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - 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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 - 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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 - loss: 9.8905e-05 - mae: 0.0087 346/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9102e-05 - mae: 0.0087 356/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9308e-05 - mae: 0.0087 366/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9499e-05 - mae: 0.0087 375/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9681e-05 - mae: 0.0087 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 9.9879e-05 - mae: 0.0088 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0010e-04 - mae: 0.0088 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0034e-04 - mae: 0.0088 410/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0051e-04 - mae: 0.0088 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0069e-04 - mae: 0.0088 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0087e-04 - mae: 0.0088 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0105e-04 - mae: 0.0088 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0123e-04 - mae: 0.0088 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0143e-04 - mae: 0.0088 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0171e-04 - mae: 0.0088 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0196e-04 - mae: 0.0088 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0220e-04 - mae: 0.0088 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0244e-04 - mae: 0.0088 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0267e-04 - mae: 0.0088 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0287e-04 - mae: 0.0088 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0306e-04 - mae: 0.0088 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0323e-04 - mae: 0.0088 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0338e-04 - mae: 0.0088 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0354e-04 - mae: 0.0088 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - 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loss: 1.0589e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0592e-04 - mae: 0.0089 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0596e-04 - mae: 0.0089 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - loss: 1.0599e-04 - mae: 0.0089 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - 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 - 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loss: 1.0580e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0581e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0581e-04 - mae: 0.0089 - val_loss: 3.5834e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 143/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 23ms/step - loss: 2.5243e-04 - mae: 0.0146  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.3551e-04 - mae: 0.0102   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2767e-04 - mae: 0.0098  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.2325e-04 - mae: 0.0097  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2052e-04 - mae: 0.0096  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1805e-04 - mae: 0.0096  60/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1663e-04 - mae: 0.0096  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1564e-04 - mae: 0.0096  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1484e-04 - mae: 0.0095  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1434e-04 - mae: 0.0095  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1375e-04 - mae: 0.0095 109/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1316e-04 - mae: 0.0095 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1284e-04 - mae: 0.0095 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - loss: 1.1360e-04 - mae: 0.0093 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1353e-04 - mae: 0.0093 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1345e-04 - mae: 0.0093 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1336e-04 - mae: 0.0093 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1329e-04 - mae: 0.0093 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1319e-04 - mae: 0.0093 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1313e-04 - mae: 0.0093 329/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1307e-04 - mae: 0.0093 339/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1298e-04 - mae: 0.0093 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1286e-04 - mae: 0.0093 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1279e-04 - mae: 0.0092 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0531e-04 - mae: 0.0089 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0534e-04 - mae: 0.0089 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0539e-04 - mae: 0.0089 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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 - 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loss: 1.0937e-04 - mae: 0.0090 862/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0939e-04 - mae: 0.0090 872/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0940e-04 - mae: 0.0090 882/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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 - loss: 9.9065e-05 - mae: 0.0089 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9359e-05 - mae: 0.0089 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9806e-05 - mae: 0.0089 135/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0019e-04 - mae: 0.0089 143/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0048e-04 - mae: 0.0089 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0065e-04 - mae: 0.0089 159/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0076e-04 - mae: 0.0089 168/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0090e-04 - mae: 0.0089 178/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0104e-04 - mae: 0.0089 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0114e-04 - mae: 0.0089 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0125e-04 - mae: 0.0089 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.1473e-04 - mae: 0.0086 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1404e-04 - mae: 0.0086 127/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1356e-04 - mae: 0.0087 136/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1300e-04 - mae: 0.0087 146/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1249e-04 - mae: 0.0087 156/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1208e-04 - mae: 0.0087 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1221e-04 - mae: 0.0087 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1282e-04 - mae: 0.0087 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1328e-04 - mae: 0.0087 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1365e-04 - mae: 0.0088 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1386e-04 - mae: 0.0088 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1401e-04 - mae: 0.0088 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1408e-04 - mae: 0.0088 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1408e-04 - mae: 0.0088 244/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1408e-04 - mae: 0.0088 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1404e-04 - mae: 0.0088 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1397e-04 - mae: 0.0088 274/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1388e-04 - mae: 0.0088 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1377e-04 - mae: 0.0088 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1369e-04 - mae: 0.0088 301/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1363e-04 - mae: 0.0088 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1357e-04 - mae: 0.0088 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1349e-04 - mae: 0.0088 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1342e-04 - mae: 0.0088 340/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1339e-04 - mae: 0.0088 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1339e-04 - mae: 0.0088 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1336e-04 - mae: 0.0088 368/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1332e-04 - mae: 0.0088 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1327e-04 - mae: 0.0088 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1321e-04 - mae: 0.0088 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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 - loss: 1.1229e-04 - mae: 0.0089 543/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1223e-04 - mae: 0.0089 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1216e-04 - mae: 0.0089 563/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1211e-04 - mae: 0.0089 573/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1205e-04 - mae: 0.0089 582/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1200e-04 - mae: 0.0089 592/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1194e-04 - mae: 0.0089 602/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1187e-04 - mae: 0.0089 612/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1180e-04 - mae: 0.0089 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1174e-04 - mae: 0.0089 632/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1166e-04 - mae: 0.0089 642/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1159e-04 - mae: 0.0089 652/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1153e-04 - mae: 0.0089 662/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1147e-04 - mae: 0.0089 671/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1141e-04 - mae: 0.0089 680/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1136e-04 - mae: 0.0089 688/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1131e-04 - mae: 0.0089 697/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1126e-04 - mae: 0.0089 706/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1120e-04 - mae: 0.0089 715/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1115e-04 - mae: 0.0089 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1108e-04 - mae: 0.0089 735/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1101e-04 - mae: 0.0089 744/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1095e-04 - mae: 0.0089 753/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1090e-04 - mae: 0.0089 764/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1083e-04 - mae: 0.0089 774/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1077e-04 - mae: 0.0089 785/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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loss: 1.0700e-04 - mae: 0.0089 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0698e-04 - mae: 0.0089 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0697e-04 - mae: 0.0089 880/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0696e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0695e-04 - mae: 0.0089 - val_loss: 3.5765e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 150/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 23ms/step - loss: 6.6905e-05 - mae: 0.0055  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.9789e-05 - mae: 0.0084   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.7854e-05 - mae: 0.0083  30/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.7537e-05 - mae: 0.0083  38/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.6902e-05 - mae: 0.0084  46/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0419e-04 - mae: 0.0085  55/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0795e-04 - mae: 0.0086  65/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1014e-04 - mae: 0.0086  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1186e-04 - mae: 0.0086  85/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1288e-04 - mae: 0.0086  93/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - 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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 - 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loss: 1.1375e-04 - mae: 0.0091 157/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - 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loss: 1.0846e-04 - mae: 0.0090 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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 - 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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 - 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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 - 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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 - 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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 - 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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 - loss: 1.0977e-04 - mae: 0.0090 466/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0978e-04 - mae: 0.0090 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0988e-04 - mae: 0.0090 485/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0996e-04 - mae: 0.0090 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1004e-04 - mae: 0.0090 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1010e-04 - mae: 0.0090 515/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1016e-04 - mae: 0.0090 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1021e-04 - mae: 0.0090 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1025e-04 - mae: 0.0090 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1029e-04 - mae: 0.0090 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1032e-04 - mae: 0.0090 561/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1034e-04 - mae: 0.0090 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1036e-04 - mae: 0.0090 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.1038e-04 - mae: 0.0090 588/884 ━━━━━━━━━━━━━━━━━━━━ 1s 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: 1.1321e-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: 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: 1.0184e-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 - 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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 - loss: 1.0349e-04 - mae: 0.0088 531/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0348e-04 - mae: 0.0088 540/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0348e-04 - mae: 0.0088 549/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0349e-04 - mae: 0.0088 557/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0349e-04 - mae: 0.0088 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0350e-04 - mae: 0.0088 575/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0351e-04 - mae: 0.0088 585/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0351e-04 - mae: 0.0088 596/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0352e-04 - mae: 0.0088 606/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0355e-04 - mae: 0.0088 614/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0359e-04 - mae: 0.0088 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 6ms/step - loss: 1.0363e-04 - mae: 0.0088 634/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0368e-04 - mae: 0.0088 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0372e-04 - mae: 0.0088 654/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0376e-04 - mae: 0.0088 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0380e-04 - mae: 0.0088 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0383e-04 - mae: 0.0088 684/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0387e-04 - mae: 0.0088 694/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0389e-04 - mae: 0.0088 704/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0392e-04 - mae: 0.0088 714/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0395e-04 - mae: 0.0088 725/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0399e-04 - mae: 0.0088 735/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0404e-04 - mae: 0.0088 744/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0409e-04 - mae: 0.0088 754/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0414e-04 - mae: 0.0088 765/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0420e-04 - mae: 0.0088 774/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0424e-04 - mae: 0.0088 784/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0429e-04 - mae: 0.0088 793/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0433e-04 - mae: 0.0088 802/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0437e-04 - mae: 0.0088 810/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0440e-04 - mae: 0.0088 821/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0444e-04 - mae: 0.0088 831/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0448e-04 - mae: 0.0088 840/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0451e-04 - mae: 0.0088 850/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0454e-04 - mae: 0.0088 860/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0456e-04 - mae: 0.0088 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0459e-04 - mae: 0.0088 881/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0461e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0461e-04 - mae: 0.0088 - val_loss: 3.5717e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 167/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - loss: 6.9226e-05 - mae: 0.0084  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 7.2188e-05 - mae: 0.0079   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - 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: 1.0255e-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 - 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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 - 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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: 1.0290e-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 - 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loss: 8.7534e-05 - mae: 0.0084 169/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.8673e-05 - mae: 0.0084 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.9649e-05 - mae: 0.0084 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.0506e-05 - mae: 0.0084 198/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.1197e-05 - mae: 0.0084 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.1816e-05 - mae: 0.0085 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.2346e-05 - mae: 0.0085 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.3311e-05 - mae: 0.0085 235/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.4248e-05 - mae: 0.0085 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5081e-05 - mae: 0.0085 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5863e-05 - mae: 0.0085 265/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6613e-05 - mae: 0.0085 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7315e-05 - mae: 0.0086 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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 - loss: 1.0304e-04 - mae: 0.0087 433/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 1.1297e-04 - mae: 0.0093 333/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0394e-04 - mae: 0.0089 830/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0397e-04 - mae: 0.0089 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0400e-04 - mae: 0.0089 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0403e-04 - mae: 0.0089 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0406e-04 - mae: 0.0089 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0409e-04 - mae: 0.0089 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0412e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0413e-04 - mae: 0.0089 - val_loss: 3.5739e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 187/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 17s 20ms/step - loss: 5.8583e-05 - mae: 0.0068  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 6.9146e-05 - mae: 0.0074   19/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 7.8008e-05 - mae: 0.0079  28/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - 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 - loss: 8.9224e-05 - mae: 0.0085 175/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 8.9231e-05 - mae: 0.0085 185/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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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 - loss: 1.0802e-04 - mae: 0.0089 715/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0801e-04 - mae: 0.0089 726/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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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 - loss: 1.0959e-04 - mae: 0.0089 622/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0953e-04 - mae: 0.0089 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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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 - 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loss: 1.1264e-04 - mae: 0.0091 184/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1257e-04 - mae: 0.0091 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1243e-04 - mae: 0.0091 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1226e-04 - mae: 0.0090 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1209e-04 - mae: 0.0090 223/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1189e-04 - mae: 0.0090 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1167e-04 - mae: 0.0090 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1144e-04 - mae: 0.0090 249/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1129e-04 - mae: 0.0090 259/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1133e-04 - mae: 0.0090 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1133e-04 - mae: 0.0090 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1133e-04 - mae: 0.0090 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1133e-04 - mae: 0.0090 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1135e-04 - mae: 0.0090 308/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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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 - 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loss: 1.0119e-04 - mae: 0.0089 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0127e-04 - mae: 0.0089 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0134e-04 - mae: 0.0089 521/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0140e-04 - mae: 0.0089 531/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0145e-04 - mae: 0.0089 540/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0149e-04 - mae: 0.0089 550/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0157e-04 - mae: 0.0089 560/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0168e-04 - mae: 0.0089 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0178e-04 - mae: 0.0089 580/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0187e-04 - mae: 0.0089 590/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0197e-04 - mae: 0.0089 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0206e-04 - mae: 0.0089 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0214e-04 - mae: 0.0089 620/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0224e-04 - mae: 0.0089 630/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0339e-04 - mae: 0.0089 778/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0344e-04 - mae: 0.0089 788/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0351e-04 - mae: 0.0089 798/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0356e-04 - mae: 0.0089 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0361e-04 - mae: 0.0089 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0365e-04 - mae: 0.0089 823/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0370e-04 - mae: 0.0089 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0374e-04 - mae: 0.0089 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0379e-04 - mae: 0.0089 853/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0384e-04 - mae: 0.0089 863/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0388e-04 - mae: 0.0089 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0393e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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 - loss: 9.8486e-05 - mae: 0.0089 255/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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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 - loss: 1.3068e-04 - mae: 0.0095 166/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0345e-04 - mae: 0.0089 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0346e-04 - mae: 0.0089 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0346e-04 - mae: 0.0089 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0346e-04 - mae: 0.0089 517/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0348e-04 - mae: 0.0089 527/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0354e-04 - mae: 0.0089 537/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0360e-04 - mae: 0.0089 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0366e-04 - mae: 0.0089 558/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0372e-04 - mae: 0.0089 569/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0378e-04 - mae: 0.0089 578/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0383e-04 - mae: 0.0089 588/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0389e-04 - mae: 0.0089 598/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0394e-04 - mae: 0.0089 607/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0401e-04 - mae: 0.0089 615/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0408e-04 - mae: 0.0089 623/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0414e-04 - mae: 0.0089 633/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0421e-04 - mae: 0.0089 643/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0431e-04 - mae: 0.0089 654/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0441e-04 - mae: 0.0089 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0450e-04 - mae: 0.0089 673/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0459e-04 - mae: 0.0089 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0469e-04 - mae: 0.0089 692/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0477e-04 - mae: 0.0089 702/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0486e-04 - mae: 0.0089 712/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0494e-04 - mae: 0.0089 722/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0502e-04 - mae: 0.0089 731/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0508e-04 - mae: 0.0089 740/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0514e-04 - mae: 0.0089 751/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0522e-04 - mae: 0.0089 761/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0528e-04 - mae: 0.0089 771/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0535e-04 - mae: 0.0089 781/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0541e-04 - mae: 0.0089 791/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0547e-04 - mae: 0.0089 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0553e-04 - mae: 0.0089 811/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0558e-04 - mae: 0.0089 820/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0562e-04 - mae: 0.0089 828/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0566e-04 - mae: 0.0089 838/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0570e-04 - mae: 0.0089 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0574e-04 - mae: 0.0089 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0577e-04 - mae: 0.0089 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0579e-04 - mae: 0.0089 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0582e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - 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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 - 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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 - 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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 - 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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 - loss: 9.2423e-05 - mae: 0.0085  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2876e-05 - mae: 0.0085  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3297e-05 - mae: 0.0085 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3646e-05 - mae: 0.0085 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3983e-05 - mae: 0.0086 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4246e-05 - mae: 0.0086 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4657e-05 - mae: 0.0086 138/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4987e-05 - mae: 0.0086 148/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5330e-05 - mae: 0.0086 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5561e-05 - mae: 0.0086 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5757e-05 - mae: 0.0086 176/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6041e-05 - mae: 0.0087 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6267e-05 - mae: 0.0087 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6503e-05 - mae: 0.0087 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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 - loss: 1.0394e-04 - mae: 0.0088 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0418e-04 - mae: 0.0088 364/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0439e-04 - mae: 0.0088 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0460e-04 - mae: 0.0088 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0482e-04 - mae: 0.0088 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0499e-04 - mae: 0.0088 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0515e-04 - mae: 0.0088 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0533e-04 - mae: 0.0088 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0546e-04 - mae: 0.0088 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0558e-04 - mae: 0.0088 442/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0570e-04 - mae: 0.0088 453/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0582e-04 - mae: 0.0088 464/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0592e-04 - mae: 0.0088 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0600e-04 - mae: 0.0088 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0607e-04 - mae: 0.0088 495/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0613e-04 - mae: 0.0088 505/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0619e-04 - mae: 0.0088 516/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0624e-04 - mae: 0.0088 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0628e-04 - mae: 0.0088 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0631e-04 - mae: 0.0088 546/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0634e-04 - mae: 0.0088 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0635e-04 - mae: 0.0088 566/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0638e-04 - mae: 0.0088 576/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0640e-04 - mae: 0.0088 586/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0642e-04 - mae: 0.0088 597/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0644e-04 - mae: 0.0088 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0647e-04 - mae: 0.0088 617/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0648e-04 - mae: 0.0088 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0650e-04 - mae: 0.0088 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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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 - loss: 1.0914e-04 - mae: 0.0089 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0905e-04 - mae: 0.0089 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0895e-04 - mae: 0.0089 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0887e-04 - mae: 0.0089 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0877e-04 - mae: 0.0089 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0867e-04 - mae: 0.0089 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0857e-04 - mae: 0.0089 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0849e-04 - mae: 0.0089 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0843e-04 - mae: 0.0089 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0834e-04 - mae: 0.0089 381/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0824e-04 - mae: 0.0089 391/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0813e-04 - mae: 0.0089 401/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0801e-04 - mae: 0.0089 411/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0789e-04 - mae: 0.0089 421/884 ━━━━━━━━━━━━━━━━━━━━ 2s 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 - loss: 1.0403e-04 - mae: 0.0089 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0412e-04 - mae: 0.0089 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0425e-04 - mae: 0.0090 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0437e-04 - mae: 0.0090 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0448e-04 - mae: 0.0090 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0456e-04 - mae: 0.0090 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0464e-04 - mae: 0.0090 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0470e-04 - mae: 0.0090 434/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0475e-04 - mae: 0.0090 443/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0480e-04 - mae: 0.0090 453/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0484e-04 - mae: 0.0090 463/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0488e-04 - mae: 0.0090 474/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0492e-04 - mae: 0.0090 484/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0496e-04 - mae: 0.0090 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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: 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 - 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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 - 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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: 9.6496e-05 - mae: 0.0088  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6089e-05 - mae: 0.0087  81/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5823e-05 - mae: 0.0087  91/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5515e-05 - mae: 0.0087 101/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5390e-05 - mae: 0.0087 111/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5367e-05 - mae: 0.0087 122/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5588e-05 - mae: 0.0087 131/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5822e-05 - mae: 0.0087 141/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5969e-05 - mae: 0.0087 151/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6029e-05 - mae: 0.0087 162/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.5994e-05 - mae: 0.0087 173/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6085e-05 - mae: 0.0087 183/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6108e-05 - mae: 0.0087 193/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6099e-05 - mae: 0.0087 202/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6187e-05 - mae: 0.0087 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6310e-05 - mae: 0.0087 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6620e-05 - mae: 0.0087 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6800e-05 - mae: 0.0087 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6955e-05 - mae: 0.0087 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7110e-05 - mae: 0.0087 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7240e-05 - mae: 0.0087 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7358e-05 - mae: 0.0087 277/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7480e-05 - mae: 0.0087 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7602e-05 - mae: 0.0088 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7736e-05 - mae: 0.0088 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7930e-05 - mae: 0.0088 315/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8134e-05 - mae: 0.0088 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8347e-05 - mae: 0.0088 334/884 ━━━━━━━━━━━━━━━━━━━━ 2s 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 - loss: 1.0482e-04 - mae: 0.0088 240/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0469e-04 - mae: 0.0088 250/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0455e-04 - mae: 0.0088 260/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0443e-04 - mae: 0.0088 269/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0433e-04 - mae: 0.0088 279/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0420e-04 - mae: 0.0088 289/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0406e-04 - mae: 0.0088 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0394e-04 - mae: 0.0088 309/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0379e-04 - mae: 0.0088 319/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0365e-04 - mae: 0.0088 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0354e-04 - mae: 0.0088 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0346e-04 - mae: 0.0088 352/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0341e-04 - mae: 0.0088 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0352e-04 - mae: 0.0088 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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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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 - 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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 - loss: 1.2038e-04 - mae: 0.0090 295/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1999e-04 - mae: 0.0090 305/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1961e-04 - mae: 0.0090 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1920e-04 - mae: 0.0090 325/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1887e-04 - mae: 0.0090 334/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1856e-04 - mae: 0.0090 344/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1822e-04 - mae: 0.0090 353/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1790e-04 - mae: 0.0090 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1760e-04 - mae: 0.0090 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1730e-04 - mae: 0.0090 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1704e-04 - mae: 0.0090 390/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1678e-04 - mae: 0.0090 399/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1654e-04 - mae: 0.0090 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1633e-04 - mae: 0.0090 416/884 ━━━━━━━━━━━━━━━━━━━━ 2s 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 - 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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 - 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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 - 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loss: 1.0684e-04 - mae: 0.0090 194/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0683e-04 - mae: 0.0090 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0681e-04 - mae: 0.0090 214/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0682e-04 - mae: 0.0090 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0680e-04 - mae: 0.0090 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0678e-04 - mae: 0.0090 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0681e-04 - mae: 0.0090 252/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0685e-04 - mae: 0.0090 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0688e-04 - mae: 0.0090 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0689e-04 - mae: 0.0090 280/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0686e-04 - mae: 0.0090 288/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0684e-04 - mae: 0.0090 298/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0682e-04 - mae: 0.0090 307/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0683e-04 - mae: 0.0090 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0683e-04 - mae: 0.0090 325/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0685e-04 - mae: 0.0090 335/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0686e-04 - mae: 0.0090 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0689e-04 - mae: 0.0090 354/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0692e-04 - mae: 0.0090 363/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0695e-04 - mae: 0.0090 373/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0697e-04 - mae: 0.0090 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0699e-04 - mae: 0.0090 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0699e-04 - mae: 0.0090 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0698e-04 - mae: 0.0090 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0699e-04 - mae: 0.0090 422/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0699e-04 - mae: 0.0090 432/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0698e-04 - mae: 0.0090 442/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0699e-04 - mae: 0.0090 452/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 1.0812e-04 - mae: 0.0091 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0812e-04 - mae: 0.0091 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.2282e-04 - mae: 0.0096  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1571e-04 - mae: 0.0093  40/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1192e-04 - mae: 0.0092  50/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0837e-04 - mae: 0.0091  59/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0625e-04 - mae: 0.0090  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0461e-04 - mae: 0.0089  79/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0317e-04 - mae: 0.0089  89/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0228e-04 - mae: 0.0089  98/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0165e-04 - mae: 0.0088 108/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0143e-04 - mae: 0.0088 118/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0140e-04 - mae: 0.0088 128/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - loss: 1.0120e-04 - mae: 0.0088 403/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0125e-04 - mae: 0.0088 413/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0129e-04 - mae: 0.0088 423/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0477e-04 - mae: 0.0089 848/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0480e-04 - mae: 0.0089 858/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0483e-04 - mae: 0.0089 868/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0486e-04 - mae: 0.0089 877/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0490e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0494e-04 - mae: 0.0089 - val_loss: 3.5661e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 229/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 23s 26ms/step - loss: 1.2819e-04 - mae: 0.0105  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.2173e-04 - mae: 0.0098   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.2308e-04 - mae: 0.0098  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1950e-04 - mae: 0.0097  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - loss: 1.0901e-04 - mae: 0.0090 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0918e-04 - mae: 0.0090 326/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0931e-04 - mae: 0.0090 338/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 1.2409e-04 - mae: 0.0086 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2340e-04 - mae: 0.0086 233/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2278e-04 - mae: 0.0086 242/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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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 - loss: 1.1207e-04 - mae: 0.0090 337/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1188e-04 - mae: 0.0090 347/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1171e-04 - mae: 0.0090 357/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1155e-04 - mae: 0.0090 367/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1141e-04 - mae: 0.0090 378/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1126e-04 - mae: 0.0090 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1115e-04 - mae: 0.0090 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1103e-04 - mae: 0.0090 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1090e-04 - mae: 0.0090 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1079e-04 - mae: 0.0090 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1068e-04 - mae: 0.0090 436/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1058e-04 - mae: 0.0090 446/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1048e-04 - mae: 0.0090 455/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1038e-04 - mae: 0.0090 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1026e-04 - mae: 0.0090 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1017e-04 - mae: 0.0090 481/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1008e-04 - mae: 0.0090 490/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0997e-04 - mae: 0.0090 500/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 1.0289e-04 - mae: 0.0090 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0290e-04 - mae: 0.0090 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0290e-04 - mae: 0.0090 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0289e-04 - mae: 0.0090 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 1.1171e-04 - mae: 0.0091 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1165e-04 - mae: 0.0091 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1159e-04 - mae: 0.0091 311/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1152e-04 - mae: 0.0091 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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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 - loss: 9.6257e-05 - mae: 0.0088 191/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6245e-05 - mae: 0.0088 201/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6247e-05 - mae: 0.0088 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 9.6595e-05 - mae: 0.0088 222/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.0349e-04 - mae: 0.0089 779/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0353e-04 - mae: 0.0089 789/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0357e-04 - mae: 0.0089 799/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0361e-04 - mae: 0.0089 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0364e-04 - mae: 0.0089 819/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0368e-04 - mae: 0.0089 829/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0372e-04 - mae: 0.0089 839/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0375e-04 - mae: 0.0089 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0378e-04 - mae: 0.0089 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0382e-04 - mae: 0.0089 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0386e-04 - mae: 0.0089 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0390e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0393e-04 - mae: 0.0089 - val_loss: 3.5817e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 240/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 19s 22ms/step - 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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 - loss: 1.0735e-04 - mae: 0.0089 666/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0736e-04 - mae: 0.0089 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0737e-04 - mae: 0.0089 683/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0739e-04 - mae: 0.0089 693/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.3124e-04 - mae: 0.0088 205/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3088e-04 - mae: 0.0088 215/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3047e-04 - mae: 0.0088 225/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.3004e-04 - mae: 0.0088 234/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2966e-04 - mae: 0.0088 243/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2924e-04 - mae: 0.0088 253/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2882e-04 - mae: 0.0088 263/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2846e-04 - mae: 0.0088 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2818e-04 - mae: 0.0088 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2785e-04 - mae: 0.0088 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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 - 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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 - loss: 1.0364e-04 - mae: 0.0088 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0393e-04 - mae: 0.0088 355/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0421e-04 - mae: 0.0088 365/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0450e-04 - mae: 0.0089 374/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 1.0101e-04 - mae: 0.0090 382/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0115e-04 - mae: 0.0090 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0127e-04 - mae: 0.0090 402/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0137e-04 - mae: 0.0090 412/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 1.2268e-04 - mae: 0.0094 158/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2172e-04 - mae: 0.0093 167/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2089e-04 - mae: 0.0093 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.2006e-04 - mae: 0.0093 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1931e-04 - mae: 0.0093 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1858e-04 - mae: 0.0093 207/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1786e-04 - mae: 0.0093 217/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1716e-04 - mae: 0.0092 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1651e-04 - mae: 0.0092 236/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1595e-04 - mae: 0.0092 245/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1543e-04 - mae: 0.0092 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1500e-04 - mae: 0.0092 262/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1466e-04 - mae: 0.0092 272/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1426e-04 - mae: 0.0092 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1391e-04 - mae: 0.0092 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1359e-04 - mae: 0.0091 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1330e-04 - mae: 0.0091 312/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1300e-04 - mae: 0.0091 322/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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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 - loss: 1.0324e-04 - mae: 0.0089 196/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0354e-04 - mae: 0.0089 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0379e-04 - mae: 0.0089 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0396e-04 - mae: 0.0089 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0836e-04 - mae: 0.0089 782/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0836e-04 - mae: 0.0089 792/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0836e-04 - mae: 0.0089 801/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0835e-04 - mae: 0.0089 809/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0835e-04 - mae: 0.0089 817/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0834e-04 - mae: 0.0089 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0833e-04 - mae: 0.0089 835/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0831e-04 - mae: 0.0089 845/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0830e-04 - mae: 0.0089 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0828e-04 - mae: 0.0089 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0827e-04 - mae: 0.0089 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0825e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0824e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0824e-04 - mae: 0.0089 - val_loss: 3.5589e-05 - 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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 - loss: 1.1513e-04 - mae: 0.0089 507/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1501e-04 - mae: 0.0089 516/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1492e-04 - mae: 0.0089 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1481e-04 - mae: 0.0089 536/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1470e-04 - mae: 0.0089 545/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1459e-04 - mae: 0.0089 555/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1448e-04 - mae: 0.0089 565/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1437e-04 - mae: 0.0089 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1428e-04 - mae: 0.0089 584/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1418e-04 - mae: 0.0089 594/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1410e-04 - mae: 0.0089 604/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1401e-04 - mae: 0.0089 615/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1392e-04 - mae: 0.0089 624/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1384e-04 - mae: 0.0089 634/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1376e-04 - mae: 0.0089 644/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1368e-04 - mae: 0.0089 655/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1359e-04 - mae: 0.0089 666/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.1272e-04 - mae: 0.0089 804/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1268e-04 - mae: 0.0089 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1263e-04 - mae: 0.0089 825/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1257e-04 - mae: 0.0089 834/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1252e-04 - mae: 0.0089 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1246e-04 - mae: 0.0089 854/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1241e-04 - mae: 0.0089 864/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1235e-04 - mae: 0.0089 874/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1229e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1224e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1223e-04 - mae: 0.0089 - val_loss: 3.5569e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 253/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 16s 19ms/step - loss: 1.3508e-04 - mae: 0.0080  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.5978e-04 - mae: 0.0101   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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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 - loss: 1.0782e-04 - mae: 0.0090 537/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0787e-04 - mae: 0.0090 547/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0792e-04 - mae: 0.0090 556/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0796e-04 - mae: 0.0090 566/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 9.4298e-05 - mae: 0.0088  68/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.5624e-05 - mae: 0.0088  78/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6268e-05 - mae: 0.0088  88/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6589e-05 - mae: 0.0088  99/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7199e-05 - mae: 0.0088 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7673e-05 - mae: 0.0089 119/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7973e-05 - mae: 0.0089 129/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8192e-05 - mae: 0.0089 139/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8350e-05 - mae: 0.0089 149/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8712e-05 - mae: 0.0089 160/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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 - loss: 1.0406e-04 - mae: 0.0089 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0414e-04 - mae: 0.0089 448/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0421e-04 - mae: 0.0089 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0428e-04 - mae: 0.0089 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 1.0302e-04 - mae: 0.0088 341/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0315e-04 - mae: 0.0088 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0326e-04 - mae: 0.0088 361/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0335e-04 - mae: 0.0088 371/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0455e-04 - mae: 0.0089 653/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0457e-04 - mae: 0.0089 663/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0460e-04 - mae: 0.0089 672/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0465e-04 - mae: 0.0089 681/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0471e-04 - mae: 0.0089 689/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0475e-04 - mae: 0.0089 699/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0481e-04 - mae: 0.0089 709/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0486e-04 - mae: 0.0089 719/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0490e-04 - mae: 0.0089 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0495e-04 - mae: 0.0089 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0499e-04 - mae: 0.0089 748/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0503e-04 - mae: 0.0089 758/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0507e-04 - mae: 0.0089 767/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0510e-04 - mae: 0.0089 776/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0514e-04 - mae: 0.0089 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0518e-04 - mae: 0.0089 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0522e-04 - mae: 0.0089 806/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0525e-04 - mae: 0.0089 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0528e-04 - mae: 0.0089 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0531e-04 - mae: 0.0089 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0533e-04 - mae: 0.0089 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0535e-04 - mae: 0.0089 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0538e-04 - mae: 0.0089 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0540e-04 - mae: 0.0089 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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 - loss: 1.1730e-04 - mae: 0.0093 256/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1674e-04 - mae: 0.0093 266/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1623e-04 - mae: 0.0093 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.1580e-04 - mae: 0.0093 285/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0814e-04 - mae: 0.0090 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0809e-04 - mae: 0.0090 847/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0802e-04 - mae: 0.0090 857/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0796e-04 - mae: 0.0090 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0791e-04 - mae: 0.0090 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0787e-04 - mae: 0.0090 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0782e-04 - mae: 0.0090 - val_loss: 3.5528e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 257/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.2928e-04 - mae: 0.0110  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 8.5188e-05 - mae: 0.0084   23/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - loss: 1.0242e-04 - mae: 0.0088 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0304e-04 - mae: 0.0088 179/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0344e-04 - mae: 0.0088 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0382e-04 - mae: 0.0088 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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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 - 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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 - loss: 1.1197e-04 - mae: 0.0090 581/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1197e-04 - mae: 0.0090 591/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1196e-04 - mae: 0.0090 601/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1196e-04 - mae: 0.0090 611/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1195e-04 - mae: 0.0090 621/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.1144e-04 - mae: 0.0090 - val_loss: 3.5497e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 262/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 23ms/step - loss: 1.2633e-04 - mae: 0.0096  11/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.1133e-04 - mae: 0.0093   21/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0235e-04 - mae: 0.0089  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.8198e-05 - mae: 0.0087  41/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.6935e-05 - mae: 0.0087  51/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.7798e-05 - mae: 0.0087  61/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.9167e-05 - mae: 0.0088  71/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - loss: 1.0326e-04 - mae: 0.0089 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0328e-04 - mae: 0.0089 637/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0331e-04 - mae: 0.0089 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0333e-04 - mae: 0.0089 657/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0335e-04 - mae: 0.0089 667/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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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 - loss: 9.9541e-05 - mae: 0.0089 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9553e-05 - mae: 0.0089 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9563e-05 - mae: 0.0089 418/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9577e-05 - mae: 0.0089 429/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.9583e-05 - mae: 0.0089 439/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 9.7221e-05 - mae: 0.0086 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7656e-05 - mae: 0.0086 318/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8018e-05 - mae: 0.0086 326/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8339e-05 - mae: 0.0087 335/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 9.8660e-05 - mae: 0.0087 345/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 1.1101e-04 - mae: 0.0091 200/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1142e-04 - mae: 0.0091 210/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1182e-04 - mae: 0.0091 220/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1213e-04 - mae: 0.0091 230/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1237e-04 - mae: 0.0091 239/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.1171e-04 - mae: 0.0091 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1169e-04 - mae: 0.0091 846/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1168e-04 - mae: 0.0091 856/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1166e-04 - mae: 0.0091 866/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1165e-04 - mae: 0.0091 876/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.1163e-04 - mae: 0.0091 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.1161e-04 - mae: 0.0091 - val_loss: 3.5615e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 267/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 21ms/step - loss: 1.8924e-04 - mae: 0.0126  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0125e-04 - mae: 0.0086   22/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.4252e-05 - mae: 0.0083  31/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.3731e-05 - mae: 0.0083  42/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2989e-05 - mae: 0.0083  53/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 9.2733e-05 - mae: 0.0083  63/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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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 - 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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 - loss: 1.0627e-04 - mae: 0.0088 275/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0659e-04 - mae: 0.0088 284/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0685e-04 - mae: 0.0088 293/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0708e-04 - mae: 0.0088 303/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0728e-04 - mae: 0.0088 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0744e-04 - mae: 0.0088 323/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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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 - loss: 1.1581e-04 - mae: 0.0090 449/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1574e-04 - mae: 0.0090 458/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1568e-04 - mae: 0.0090 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1562e-04 - mae: 0.0090 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1555e-04 - mae: 0.0090 488/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1546e-04 - mae: 0.0090 498/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - 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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 - loss: 1.0430e-04 - mae: 0.0088 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0435e-04 - mae: 0.0088 271/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0440e-04 - mae: 0.0088 282/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0445e-04 - mae: 0.0088 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0451e-04 - mae: 0.0088 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0456e-04 - mae: 0.0089 313/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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loss: 1.0322e-04 - mae: 0.0088 494/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0316e-04 - mae: 0.0088 504/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0311e-04 - mae: 0.0088 514/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0305e-04 - mae: 0.0088 525/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0299e-04 - mae: 0.0088 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0292e-04 - mae: 0.0088 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0289e-04 - mae: 0.0088 554/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0287e-04 - mae: 0.0088 564/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0286e-04 - mae: 0.0088 574/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0285e-04 - mae: 0.0088 583/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0285e-04 - mae: 0.0088 592/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0285e-04 - mae: 0.0088 600/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0286e-04 - mae: 0.0088 609/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0286e-04 - mae: 0.0088 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0287e-04 - mae: 0.0088 627/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0291e-04 - mae: 0.0088 636/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0294e-04 - mae: 0.0088 646/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0297e-04 - mae: 0.0088 656/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0301e-04 - mae: 0.0088 666/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0305e-04 - mae: 0.0088 676/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0308e-04 - mae: 0.0088 685/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0312e-04 - mae: 0.0088 695/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0315e-04 - mae: 0.0088 705/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0318e-04 - mae: 0.0088 714/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0320e-04 - mae: 0.0088 724/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0323e-04 - mae: 0.0088 734/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0325e-04 - mae: 0.0088 744/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0328e-04 - mae: 0.0088 754/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0330e-04 - mae: 0.0088 764/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0333e-04 - mae: 0.0088 775/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0335e-04 - mae: 0.0088 786/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0337e-04 - mae: 0.0088 796/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0339e-04 - mae: 0.0088 807/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0341e-04 - mae: 0.0088 816/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0343e-04 - mae: 0.0088 826/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0346e-04 - mae: 0.0088 836/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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 - loss: 1.0255e-04 - mae: 0.0089  70/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0163e-04 - mae: 0.0089  80/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0088e-04 - mae: 0.0089  90/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0222e-04 - mae: 0.0089 100/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0358e-04 - mae: 0.0089 110/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.0467e-04 - mae: 0.0089 120/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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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 - 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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 - loss: 1.0587e-04 - mae: 0.0091 468/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0595e-04 - mae: 0.0091 478/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0603e-04 - mae: 0.0091 489/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0611e-04 - mae: 0.0091 499/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0618e-04 - mae: 0.0091 510/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0625e-04 - mae: 0.0091 520/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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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 - loss: 1.1219e-04 - mae: 0.0091 389/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1211e-04 - mae: 0.0091 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1203e-04 - mae: 0.0091 405/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1196e-04 - mae: 0.0091 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1189e-04 - mae: 0.0091 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1182e-04 - mae: 0.0091 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1174e-04 - mae: 0.0091 444/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1166e-04 - mae: 0.0091 453/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1162e-04 - mae: 0.0091 463/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1159e-04 - mae: 0.0091 473/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1155e-04 - mae: 0.0091 483/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1150e-04 - mae: 0.0091 492/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1147e-04 - mae: 0.0091 502/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1144e-04 - mae: 0.0091 511/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.1141e-04 - mae: 0.0091 519/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1138e-04 - mae: 0.0091 528/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1135e-04 - mae: 0.0091 538/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1132e-04 - mae: 0.0091 548/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1129e-04 - mae: 0.0091 559/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.1126e-04 - mae: 0.0090 570/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.3294e-04 - mae: 0.0093 211/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3219e-04 - mae: 0.0093 219/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3148e-04 - mae: 0.0093 227/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3081e-04 - mae: 0.0093 237/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.3003e-04 - mae: 0.0092 247/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2932e-04 - mae: 0.0092 257/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2867e-04 - mae: 0.0092 267/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2809e-04 - mae: 0.0092 276/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2758e-04 - mae: 0.0092 286/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2701e-04 - mae: 0.0092 296/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2647e-04 - mae: 0.0092 306/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2595e-04 - mae: 0.0092 316/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2547e-04 - mae: 0.0092 327/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.2498e-04 - mae: 0.0092 337/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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loss: 1.1434e-04 - mae: 0.0091 - val_loss: 3.5643e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 281/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 25s 29ms/step - loss: 5.7313e-05 - mae: 0.0076  10/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 7.6982e-05 - mae: 0.0078   20/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.6536e-05 - mae: 0.0084  29/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8361e-05 - mae: 0.0085  39/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.8489e-05 - mae: 0.0085  48/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 8.9438e-05 - mae: 0.0086  57/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - loss: 9.6500e-05 - mae: 0.0088 203/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6706e-05 - mae: 0.0088 212/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.6914e-05 - mae: 0.0088 221/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7117e-05 - mae: 0.0088 231/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7356e-05 - mae: 0.0088 241/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7568e-05 - mae: 0.0088 251/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.7778e-05 - mae: 0.0088 261/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8170e-05 - mae: 0.0088 270/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8533e-05 - mae: 0.0088 281/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.8960e-05 - mae: 0.0088 291/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9477e-05 - mae: 0.0088 300/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9893e-05 - mae: 0.0088 310/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0029e-04 - mae: 0.0088 320/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0071e-04 - mae: 0.0088 330/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0108e-04 - mae: 0.0088 340/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0141e-04 - mae: 0.0088 350/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0169e-04 - mae: 0.0088 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0193e-04 - mae: 0.0088 369/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0211e-04 - mae: 0.0088 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0226e-04 - mae: 0.0088 385/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 1.0159e-04 - mae: 0.0088 254/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0169e-04 - mae: 0.0088 264/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0179e-04 - mae: 0.0088 273/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0188e-04 - mae: 0.0088 283/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0201e-04 - mae: 0.0088 292/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 1.0215e-04 - mae: 0.0088 302/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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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 - loss: 9.8949e-05 - mae: 0.0089 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9137e-05 - mae: 0.0089 186/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9295e-05 - mae: 0.0089 195/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9394e-05 - mae: 0.0089 204/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9492e-05 - mae: 0.0089 213/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - loss: 9.9589e-05 - mae: 0.0089 224/884 ━━━━━━━━━━━━━━━━━━━━ 3s 5ms/step - 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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 - 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loss: 1.1336e-04 - mae: 0.0092 123/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1322e-04 - mae: 0.0092 132/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1316e-04 - mae: 0.0092 141/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1311e-04 - mae: 0.0092 151/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1294e-04 - mae: 0.0092 161/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.1273e-04 - mae: 0.0092 171/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1251e-04 - mae: 0.0092 180/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.1230e-04 - mae: 0.0092 189/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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 - loss: 1.0960e-04 - mae: 0.0091 332/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0968e-04 - mae: 0.0091 341/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0975e-04 - mae: 0.0091 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0981e-04 - mae: 0.0091 359/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0985e-04 - mae: 0.0091 368/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0989e-04 - mae: 0.0091 377/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0993e-04 - mae: 0.0091 387/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.0998e-04 - mae: 0.0091 397/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1003e-04 - mae: 0.0091 407/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1013e-04 - mae: 0.0091 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1028e-04 - mae: 0.0091 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1040e-04 - mae: 0.0091 437/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1054e-04 - mae: 0.0091 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1066e-04 - mae: 0.0091 457/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1078e-04 - mae: 0.0091 467/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1088e-04 - mae: 0.0091 477/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1097e-04 - mae: 0.0091 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1105e-04 - mae: 0.0091 497/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1111e-04 - mae: 0.0091 506/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - loss: 1.1116e-04 - mae: 0.0091 516/884 ━━━━━━━━━━━━━━━━━━━━ 2s 6ms/step - 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loss: 9.8132e-05 - mae: 0.0086 158/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.8471e-05 - mae: 0.0086 167/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 9.9411e-05 - mae: 0.0087 177/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0029e-04 - mae: 0.0087 187/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0102e-04 - mae: 0.0087 197/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0162e-04 - mae: 0.0087 206/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0207e-04 - mae: 0.0087 216/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - loss: 1.0255e-04 - mae: 0.0087 226/884 ━━━━━━━━━━━━━━━━━━━━ 3s 6ms/step - 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 - loss: 1.0746e-04 - mae: 0.0089 376/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0768e-04 - mae: 0.0089 386/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0785e-04 - mae: 0.0089 396/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0802e-04 - mae: 0.0089 406/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0815e-04 - mae: 0.0089 415/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0825e-04 - mae: 0.0089 425/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0836e-04 - mae: 0.0089 435/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0846e-04 - mae: 0.0089 444/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0852e-04 - mae: 0.0089 454/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0859e-04 - mae: 0.0089 465/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0865e-04 - mae: 0.0089 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0870e-04 - mae: 0.0089 487/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0875e-04 - mae: 0.0089 496/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0878e-04 - mae: 0.0089 506/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0881e-04 - mae: 0.0089 516/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0882e-04 - mae: 0.0089 526/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0883e-04 - mae: 0.0089 535/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0884e-04 - mae: 0.0089 544/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0884e-04 - mae: 0.0089 553/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0886e-04 - mae: 0.0089 562/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0918e-04 - mae: 0.0089 844/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0917e-04 - mae: 0.0089 855/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0915e-04 - mae: 0.0089 865/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0914e-04 - mae: 0.0089 875/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0912e-04 - mae: 0.0089 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0910e-04 - mae: 0.0089 - val_loss: 3.5579e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 289/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 18s 20ms/step - loss: 6.4227e-05 - mae: 0.0061  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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 - loss: 1.0581e-04 - mae: 0.0089 427/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0582e-04 - mae: 0.0089 438/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0583e-04 - mae: 0.0089 447/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0582e-04 - mae: 0.0089 456/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0580e-04 - mae: 0.0089 466/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0578e-04 - mae: 0.0089 476/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 1.0553e-04 - mae: 0.0089 625/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0554e-04 - mae: 0.0089 634/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0554e-04 - mae: 0.0089 645/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0556e-04 - mae: 0.0089 654/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0557e-04 - mae: 0.0089 664/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0558e-04 - mae: 0.0089 674/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0559e-04 - mae: 0.0089 684/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0561e-04 - mae: 0.0089 694/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0563e-04 - mae: 0.0089 704/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0565e-04 - mae: 0.0089 713/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0566e-04 - mae: 0.0089 721/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0568e-04 - mae: 0.0089 729/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0568e-04 - mae: 0.0089 739/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0569e-04 - mae: 0.0089 749/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - 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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 - loss: 1.0416e-04 - mae: 0.0090 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0409e-04 - mae: 0.0090 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0405e-04 - mae: 0.0090 362/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0399e-04 - mae: 0.0090 372/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0395e-04 - mae: 0.0090 383/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0389e-04 - mae: 0.0090 392/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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 - loss: 1.0453e-04 - mae: 0.0087 618/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0452e-04 - mae: 0.0087 629/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0450e-04 - mae: 0.0088 639/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0448e-04 - mae: 0.0088 647/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - loss: 1.0446e-04 - mae: 0.0088 658/884 ━━━━━━━━━━━━━━━━━━━━ 1s 5ms/step - 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loss: 1.0440e-04 - mae: 0.0088 805/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0442e-04 - mae: 0.0088 814/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0444e-04 - mae: 0.0088 824/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0447e-04 - mae: 0.0088 833/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0449e-04 - mae: 0.0088 843/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0452e-04 - mae: 0.0088 852/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0455e-04 - mae: 0.0088 861/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0457e-04 - mae: 0.0088 870/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0459e-04 - mae: 0.0088 878/884 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - loss: 1.0461e-04 - mae: 0.0088 884/884 ━━━━━━━━━━━━━━━━━━━━ 5s 6ms/step - loss: 1.0462e-04 - mae: 0.0088 - val_loss: 3.5418e-05 - val_mae: 0.0040 - learning_rate: 1.0000e-06 +Epoch 297/300 +  1/884 ━━━━━━━━━━━━━━━━━━━━ 20s 24ms/step - loss: 2.8021e-04 - mae: 0.0139  12/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - loss: 1.4009e-04 - mae: 0.0099   23/884 ━━━━━━━━━━━━━━━━━━━━ 4s 5ms/step - 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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 - loss: 1.2271e-04 - mae: 0.0092 388/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2237e-04 - mae: 0.0092 398/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2205e-04 - mae: 0.0092 408/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2174e-04 - mae: 0.0092 417/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.2153e-04 - mae: 0.0091 426/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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loss: 9.9825e-05 - mae: 0.0087  65/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0021e-04 - mae: 0.0088  75/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0071e-04 - mae: 0.0088  86/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0107e-04 - mae: 0.0088  96/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0152e-04 - mae: 0.0088 106/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0176e-04 - mae: 0.0088 115/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0179e-04 - mae: 0.0088 125/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0169e-04 - mae: 0.0088 134/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - loss: 1.0154e-04 - mae: 0.0088 144/884 ━━━━━━━━━━━━━━━━━━━━ 4s 6ms/step - 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 - 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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 - loss: 1.0186e-04 - mae: 0.0091 342/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0200e-04 - mae: 0.0091 351/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0214e-04 - mae: 0.0091 360/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0228e-04 - mae: 0.0091 370/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - loss: 1.0244e-04 - mae: 0.0091 380/884 ━━━━━━━━━━━━━━━━━━━━ 2s 5ms/step - 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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.