From 1326dfe406386b7739fa590e204af6c8b82dd481 Mon Sep 17 00:00:00 2001 From: klein Date: Fri, 31 Jan 2025 23:08:07 +0000 Subject: [PATCH 1/2] Updating DQN training to not thread the DQN bc that causes a core dump --- .../LSTM-python/src/LSTMDQN.log | 138 ++++ .../LSTM-python/src/LSTMDQN.py | 650 ++++++++---------- .../LSTM-python/src/best_lstm_model.h5 | Bin 1090656 -> 1833808 bytes src/Machine-Learning/LSTM-python/src/file.txt | 324 +++++++++ .../LSTM-python/src/lstm_actual_vs_pred.png | Bin 90753 -> 93144 bytes .../LSTM-python/src/output2.txt | 0 src/Machine-Learning/LSTM-python/src/t.t | 347 ++++++++++ 7 files changed, 1098 insertions(+), 361 deletions(-) create mode 100644 src/Machine-Learning/LSTM-python/src/file.txt create mode 100644 src/Machine-Learning/LSTM-python/src/output2.txt create mode 100644 src/Machine-Learning/LSTM-python/src/t.t diff --git a/src/Machine-Learning/LSTM-python/src/LSTMDQN.log b/src/Machine-Learning/LSTM-python/src/LSTMDQN.log index f351f18..8d0a4d1 100644 --- a/src/Machine-Learning/LSTM-python/src/LSTMDQN.log +++ b/src/Machine-Learning/LSTM-python/src/LSTMDQN.log @@ -40,3 +40,141 @@ 2025-01-30 00:56:56,285 - INFO - Scaled validation target shape: (3028,) 2025-01-30 00:56:56,285 - INFO - Scaled testing target shape: (3030,) 2025-01-30 00:56:56,285 - INFO - Starting LSTM hyperparameter optimization with Optuna using 10 parallel trials... +2025-01-30 05:59:42,913 - INFO - ===== Resource Statistics ===== +2025-01-30 05:59:42,913 - INFO - Physical CPU Cores: 28 +2025-01-30 05:59:42,913 - INFO - Logical CPU Cores: 56 +2025-01-30 05:59:42,913 - INFO - CPU Usage per Core: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]% +2025-01-30 05:59:42,913 - INFO - No GPUs detected. +2025-01-30 05:59:42,913 - INFO - ================================= +2025-01-30 05:59:42,917 - INFO - Configured TensorFlow to use CPU with optimized thread settings. +2025-01-30 05:59:42,917 - INFO - Loading data from: BAT.csv +2025-01-30 05:59:44,354 - INFO - Data columns after renaming: ['Date', 'Open', 'High', 'Low', 'Close', 'Volume'] +2025-01-30 05:59:44,373 - INFO - Data loaded and sorted successfully. +2025-01-30 05:59:44,373 - INFO - Calculating technical indicators... +2025-01-30 05:59:44,437 - INFO - Technical indicators calculated successfully. +2025-01-30 05:59:44,447 - INFO - Starting parallel feature engineering with 54 workers... +2025-01-30 05:59:53,981 - INFO - Parallel feature engineering completed. +2025-01-30 05:59:54,103 - INFO - Scaled training features shape: (14134, 15, 17) +2025-01-30 05:59:54,103 - INFO - Scaled validation features shape: (3028, 15, 17) +2025-01-30 05:59:54,103 - INFO - Scaled testing features shape: (3030, 15, 17) +2025-01-30 05:59:54,103 - INFO - Scaled training target shape: (14134,) +2025-01-30 05:59:54,103 - INFO - Scaled validation target shape: (3028,) +2025-01-30 05:59:54,103 - INFO - Scaled testing target shape: (3030,) +2025-01-30 05:59:54,103 - INFO - Starting LSTM hyperparameter optimization with Optuna using 54 parallel trials... +2025-01-30 07:24:16,261 - INFO - Best LSTM Hyperparameters: {'num_lstm_layers': 1, 'lstm_units': 128, 'dropout_rate': 0.2601904776023419, 'learning_rate': 0.0029898637649075103, 'optimizer': 'Nadam', 'decay': 6.765206579726146e-06} +2025-01-30 07:24:16,587 - INFO - Training best LSTM model with optimized hyperparameters... +2025-01-30 07:54:53,021 - INFO - Evaluating final LSTM model... +2025-01-30 07:54:54,677 - INFO - Test MSE: 0.0892 +2025-01-30 07:54:54,678 - INFO - Test RMSE: 0.2986 +2025-01-30 07:54:54,678 - INFO - Test MAE: 0.1908 +2025-01-30 07:54:54,678 - INFO - Test R2 Score: 0.9926 +2025-01-30 07:54:54,678 - INFO - Directional Accuracy: 0.4675 +2025-01-30 07:55:15,118 - 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')`. +2025-01-30 07:55:15,226 - INFO - Saved best LSTM model and scaler objects (best_lstm_model.h5, scaler_features.pkl, scaler_target.pkl). +2025-01-30 07:55:15,226 - INFO - Starting DQN hyperparameter tuning with Optuna using 54 parallel trials... +2025-01-31 00:33:51,246 - INFO - ===== Resource Statistics ===== +2025-01-31 00:33:51,246 - INFO - Physical CPU Cores: 28 +2025-01-31 00:33:51,246 - INFO - Logical CPU Cores: 56 +2025-01-31 00:33:51,246 - INFO - CPU Usage per Core: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]% +2025-01-31 00:33:51,246 - INFO - No GPUs detected. +2025-01-31 00:33:51,247 - INFO - ================================= +2025-01-31 00:33:51,247 - INFO - Configured TensorFlow to use CPU with optimized thread settings. +2025-01-31 00:33:51,247 - INFO - Loading data from: BAT.csv +2025-01-31 00:33:52,623 - INFO - Data columns after renaming: ['Date', 'Open', 'High', 'Low', 'Close', 'Volume'] +2025-01-31 00:33:52,640 - INFO - Data loaded and sorted successfully. +2025-01-31 00:33:52,640 - INFO - Calculating technical indicators... +2025-01-31 00:33:52,680 - INFO - Technical indicators calculated successfully. +2025-01-31 00:33:52,690 - INFO - Starting parallel feature engineering with 54 workers... +2025-01-31 00:34:02,440 - INFO - Parallel feature engineering completed. +2025-01-31 00:34:02,527 - INFO - Scaled training features shape: (14134, 15, 17) +2025-01-31 00:34:02,527 - INFO - Scaled validation features shape: (3028, 15, 17) +2025-01-31 00:34:02,527 - INFO - Scaled testing features shape: (3030, 15, 17) +2025-01-31 00:34:02,527 - INFO - Scaled training target shape: (14134,) +2025-01-31 00:34:02,527 - INFO - Scaled validation target shape: (3028,) +2025-01-31 00:34:02,527 - INFO - Scaled testing target shape: (3030,) +2025-01-31 00:34:02,527 - INFO - Starting LSTM hyperparameter optimization with Optuna using 54 parallel trials... +2025-01-31 02:07:22,583 - INFO - Best LSTM Hyperparameters: {'num_lstm_layers': 1, 'lstm_units': 128, 'dropout_rate': 0.18042015532719258, 'learning_rate': 0.008263668593877975, 'optimizer': 'Nadam', 'decay': 7.065697336348234e-05} +2025-01-31 02:07:22,887 - INFO - Training best LSTM model with optimized hyperparameters... +2025-01-31 02:29:45,755 - INFO - Evaluating final LSTM model... +2025-01-31 02:29:47,478 - INFO - Test MSE: 0.0765 +2025-01-31 02:29:47,479 - INFO - Test RMSE: 0.2765 +2025-01-31 02:29:47,479 - INFO - Test MAE: 0.1770 +2025-01-31 02:29:47,479 - INFO - Test R2 Score: 0.9937 +2025-01-31 02:29:47,479 - INFO - Directional Accuracy: 0.4823 +2025-01-31 02:30:07,570 - 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')`. +2025-01-31 02:30:07,639 - INFO - Saved best LSTM model and scaler objects (best_lstm_model.h5, scaler_features.pkl, scaler_target.pkl). +2025-01-31 02:30:07,640 - INFO - Starting DQN hyperparameter tuning with Optuna using 54 parallel trials... +2025-01-31 02:49:01,996 - INFO - ===== Resource Statistics ===== +2025-01-31 02:49:01,996 - INFO - Physical CPU Cores: 28 +2025-01-31 02:49:01,996 - INFO - Logical CPU Cores: 56 +2025-01-31 02:49:01,996 - INFO - CPU Usage per Core: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]% +2025-01-31 02:49:01,996 - INFO - No GPUs detected. +2025-01-31 02:49:01,996 - INFO - ================================= +2025-01-31 02:49:01,997 - INFO - Configured TensorFlow to use CPU with optimized thread settings. +2025-01-31 02:49:01,997 - INFO - Loading data from: BAT.csv +2025-01-31 02:49:03,423 - INFO - Data columns after renaming: ['Date', 'Open', 'High', 'Low', 'Close', 'Volume'] +2025-01-31 02:49:03,440 - INFO - Data loaded and sorted successfully. +2025-01-31 02:49:03,440 - INFO - Calculating technical indicators... +2025-01-31 02:49:03,479 - INFO - Technical indicators calculated successfully. +2025-01-31 02:49:03,489 - INFO - Starting parallel feature engineering with 54 workers... +2025-01-31 02:49:12,566 - INFO - Parallel feature engineering completed. +2025-01-31 02:49:12,661 - INFO - Scaled training features shape: (14134, 15, 17) +2025-01-31 02:49:12,661 - INFO - Scaled validation features shape: (3028, 15, 17) +2025-01-31 02:49:12,661 - INFO - Scaled testing features shape: (3030, 15, 17) +2025-01-31 02:49:12,661 - INFO - Scaled training target shape: (14134,) +2025-01-31 02:49:12,661 - INFO - Scaled validation target shape: (3028,) +2025-01-31 02:49:12,661 - INFO - Scaled testing target shape: (3030,) +2025-01-31 02:49:12,662 - INFO - Starting LSTM hyperparameter optimization with Optuna using 54 parallel trials... +2025-01-31 04:26:41,571 - INFO - Best LSTM Hyperparameters: {'num_lstm_layers': 1, 'lstm_units': 128, 'dropout_rate': 0.22440715941937378, 'learning_rate': 0.003707877783335322, 'optimizer': 'Adam', 'decay': 8.301665110041122e-05} +2025-01-31 04:26:41,960 - INFO - Training best LSTM model with optimized hyperparameters... +2025-01-31 04:51:19,731 - INFO - Evaluating final LSTM model... +2025-01-31 04:51:21,389 - INFO - Test MSE: 0.0877 +2025-01-31 04:51:21,389 - INFO - Test RMSE: 0.2962 +2025-01-31 04:51:21,390 - INFO - Test MAE: 0.1893 +2025-01-31 04:51:21,390 - INFO - Test R2 Score: 0.9927 +2025-01-31 04:51:21,390 - INFO - Directional Accuracy: 0.4764 +2025-01-31 04:51:21,734 - 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')`. +2025-01-31 04:51:21,768 - INFO - Saved best LSTM model and scaler objects (best_lstm_model.h5, scaler_features.pkl, scaler_target.pkl). +2025-01-31 04:51:21,768 - INFO - Starting DQN hyperparameter tuning with Optuna using 54 parallel trials... +2025-01-31 22:41:43,005 - INFO - ===== Resource Statistics ===== +2025-01-31 22:41:43,005 - INFO - Physical CPU Cores: 28 +2025-01-31 22:41:43,005 - INFO - Logical CPU Cores: 56 +2025-01-31 22:41:43,005 - INFO - CPU Usage per Core: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]% +2025-01-31 22:41:43,005 - INFO - No GPUs detected. +2025-01-31 22:41:43,005 - INFO - ================================= +2025-01-31 22:41:43,006 - INFO - Configured TensorFlow to use CPU with optimized thread settings. +2025-01-31 22:41:43,006 - INFO - Loading data from: BAT.csv +2025-01-31 22:41:44,326 - INFO - Data columns after renaming: ['Date', 'Open', 'High', 'Low', 'Close', 'Volume'] +2025-01-31 22:41:44,339 - INFO - Data loaded and sorted successfully. +2025-01-31 22:41:44,339 - INFO - Calculating technical indicators... +2025-01-31 22:41:44,370 - INFO - Technical indicators calculated successfully. +2025-01-31 22:41:44,379 - INFO - Starting parallel feature engineering with 54 workers... +2025-01-31 22:41:53,902 - INFO - Parallel feature engineering completed. +2025-01-31 22:41:54,028 - INFO - Scaled training features shape: (14134, 15, 17) +2025-01-31 22:41:54,028 - INFO - Scaled validation features shape: (3028, 15, 17) +2025-01-31 22:41:54,028 - INFO - Scaled testing features shape: (3030, 15, 17) +2025-01-31 22:41:54,028 - INFO - Scaled training target shape: (14134,) +2025-01-31 22:41:54,028 - INFO - Scaled validation target shape: (3028,) +2025-01-31 22:41:54,029 - INFO - Scaled testing target shape: (3030,) +2025-01-31 22:41:54,029 - INFO - Starting LSTM hyperparameter optimization with Optuna using 54 parallel trials... +2025-01-31 22:50:02,369 - INFO - ===== Resource Statistics ===== +2025-01-31 22:50:02,369 - INFO - Physical CPU Cores: 28 +2025-01-31 22:50:02,369 - INFO - Logical CPU Cores: 56 +2025-01-31 22:50:02,369 - INFO - CPU Usage per Core: [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]% +2025-01-31 22:50:02,369 - INFO - No GPUs detected. +2025-01-31 22:50:02,369 - INFO - ================================= +2025-01-31 22:50:02,370 - INFO - Configured TensorFlow to use CPU with optimized thread settings. +2025-01-31 22:50:02,370 - INFO - Loading data from: BAT.csv +2025-01-31 22:50:03,713 - INFO - Data columns after renaming: ['Date', 'Open', 'High', 'Low', 'Close', 'Volume'] +2025-01-31 22:50:03,730 - INFO - Data loaded and sorted successfully. +2025-01-31 22:50:03,730 - INFO - Calculating technical indicators... +2025-01-31 22:50:03,769 - INFO - Technical indicators calculated successfully. +2025-01-31 22:50:03,779 - INFO - Starting parallel feature engineering with 54 workers... +2025-01-31 22:50:13,311 - INFO - Parallel feature engineering completed. +2025-01-31 22:50:13,420 - INFO - Scaled training features shape: (14134, 15, 17) +2025-01-31 22:50:13,421 - INFO - Scaled validation features shape: (3028, 15, 17) +2025-01-31 22:50:13,421 - INFO - Scaled testing features shape: (3030, 15, 17) +2025-01-31 22:50:13,421 - INFO - Scaled training target shape: (14134,) +2025-01-31 22:50:13,421 - INFO - Scaled validation target shape: (3028,) +2025-01-31 22:50:13,421 - INFO - Scaled testing target shape: (3030,) +2025-01-31 22:50:13,421 - INFO - Starting LSTM hyperparameter optimization with Optuna using 54 parallel trials... diff --git a/src/Machine-Learning/LSTM-python/src/LSTMDQN.py b/src/Machine-Learning/LSTM-python/src/LSTMDQN.py index 35a7111..ba9c1ac 100644 --- a/src/Machine-Learning/LSTM-python/src/LSTMDQN.py +++ b/src/Machine-Learning/LSTM-python/src/LSTMDQN.py @@ -5,6 +5,8 @@ import numpy as np import pandas as pd import logging from tabulate import tabulate +import matplotlib +matplotlib.use("Agg") import matplotlib.pyplot as plt import seaborn as sns import psutil @@ -37,16 +39,15 @@ import time # Suppress TensorFlow logs beyond errors os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' +# ============================================================================= +# GLOBAL LOCK FOR DQN TRAINING (to force one-at-a-time usage of the shared LSTM) +# ============================================================================= +dqn_lock = threading.Lock() + # ============================ # Resource Detection Functions # ============================ def get_cpu_info(): - """ - Retrieves CPU information including physical and logical cores and current usage per core. - - Returns: - dict: Dictionary containing physical cores, logical cores, and CPU usage per core. - """ cpu_count = psutil.cpu_count(logical=False) # Physical cores cpu_count_logical = psutil.cpu_count(logical=True) # Logical cores cpu_percent = psutil.cpu_percent(interval=1, percpu=True) @@ -57,12 +58,6 @@ def get_cpu_info(): } def get_gpu_info(): - """ - Retrieves GPU information including load, memory usage, and temperature. - - Returns: - list: List of dictionaries containing GPU stats. - """ gpus = GPUtil.getGPUs() gpu_info = [] for gpu in gpus: @@ -78,13 +73,6 @@ def get_gpu_info(): return gpu_info def configure_tensorflow(cpu_stats, gpu_stats): - """ - Configures TensorFlow to utilize available CPU and GPU resources efficiently. - - Args: - cpu_stats (dict): Dictionary containing CPU statistics. - gpu_stats (list): List of dictionaries containing GPU statistics. - """ logical_cores = cpu_stats['logical_cores'] os.environ["OMP_NUM_THREADS"] = str(logical_cores) os.environ["TF_NUM_INTRAOP_THREADS"] = str(logical_cores) @@ -108,12 +96,6 @@ def configure_tensorflow(cpu_stats, gpu_stats): # Resource Monitoring Function (Optional) # ============================ def monitor_resources(interval=60): - """ - Continuously monitors and logs CPU and GPU usage at specified intervals. - - Args: - interval (int): Time in seconds between each monitoring snapshot. - """ while True: cpu = psutil.cpu_percent(interval=1, percpu=True) gpu = get_gpu_info() @@ -153,7 +135,6 @@ def load_data(file_path): '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) @@ -245,10 +226,11 @@ def parse_arguments(): help='Number of episodes to evaluate DQN in the tuning step. Default=1 (entire dataset once).') parser.add_argument('--n_trials_lstm', type=int, default=30, help='Number of Optuna trials for LSTM. Default=30.') + # The following arguments are no longer used in sequential DQN training: parser.add_argument('--n_trials_dqn', type=int, default=20, - help='Number of Optuna trials for DQN. Default=20.') + help='(Unused in sequential DQN training)') parser.add_argument('--max_parallel_trials', type=int, default=None, - help='Maximum number of parallel Optuna trials. Defaults to (logical cores - 2).') + help='(Unused in sequential DQN training)') parser.add_argument('--preprocess_workers', type=int, default=None, help='Number of worker processes for data preprocessing. Defaults to (logical cores - 2).') parser.add_argument('--monitor_resources', action='store_true', @@ -274,7 +256,6 @@ class ActionLoggingCallback(BaseCallback): self.reward_buffer = [] def _on_step(self): - # For Stable Baselines3, access actions and rewards via self.locals action = self.locals.get('action', None) reward = self.locals.get('reward', None) if action is not None: @@ -305,10 +286,8 @@ class ActionLoggingCallback(BaseCallback): def parallel_feature_engineering(row): """ Placeholder function for feature engineering. Modify as needed. - Args: row (pd.Series): A row from the DataFrame. - Returns: pd.Series: Processed row. """ @@ -318,11 +297,9 @@ def parallel_feature_engineering(row): def feature_engineering_parallel(df, num_workers): """ Applies feature engineering in parallel using multiprocessing. - Args: df (pd.DataFrame): DataFrame to process. num_workers (int): Number of worker processes. - Returns: pd.DataFrame: Processed DataFrame. """ @@ -334,7 +311,208 @@ def feature_engineering_parallel(df, num_workers): return df_processed # ============================ -# Main Function with Enhanced Optimizations +# LSTM Model Construction & Training (Including Optuna Tuning) +# ============================ +def build_lstm(input_shape, hyperparams): + model = Sequential() + num_layers = hyperparams['num_lstm_layers'] + units = hyperparams['lstm_units'] + drop = hyperparams['dropout_rate'] + for i in range(num_layers): + return_seqs = (i < num_layers - 1) + model.add(Bidirectional( + LSTM(units, return_sequences=return_seqs, kernel_regularizer=l2(1e-4)), + input_shape=input_shape if i == 0 else None + )) + model.add(Dropout(drop)) + model.add(Dense(1, activation='linear')) + + opt_name = hyperparams['optimizer'] + lr = hyperparams['learning_rate'] + decay = hyperparams['decay'] + if opt_name == 'Adam': + opt = Adam(learning_rate=lr, decay=decay) + elif opt_name == 'Nadam': + opt = Nadam(learning_rate=lr) + else: + opt = Adam(learning_rate=lr) + + model.compile(loss=Huber(), optimizer=opt, metrics=['mae']) + return model + +# NOTE: The following lstm_objective is now defined as an inner function in main, +# so that it can access X_train, y_train, X_val, y_val. + +# ============================ +# Custom Gym Environment with LSTM Predictions +# ============================ +class StockTradingEnvWithLSTM(gym.Env): + """ + A custom OpenAI Gym environment for stock trading that integrates LSTM model predictions. + Observation includes technical indicators, account information, and predicted next close price. + """ + metadata = {'render.modes': ['human']} + + def __init__(self, df, feature_columns, lstm_model, scaler_features, scaler_target, + window_size=15, initial_balance=10000, transaction_cost=0.001): + super(StockTradingEnvWithLSTM, self).__init__() + self.df = df.reset_index(drop=True) + self.feature_columns = feature_columns + self.lstm_model = lstm_model + self.scaler_features = scaler_features + self.scaler_target = scaler_target + self.window_size = window_size + + self.initial_balance = initial_balance + self.balance = initial_balance + self.net_worth = initial_balance + self.transaction_cost = transaction_cost + + self.max_steps = len(df) + self.current_step = 0 + self.shares_held = 0 + self.cost_basis = 0 + + # Raw array of features + self.raw_features = df[feature_columns].values + + # Action space: 0=Sell, 1=Hold, 2=Buy + self.action_space = spaces.Discrete(3) + + # Observation space: [technical indicators, balance, shares, cost_basis, predicted_next_close] + self.observation_space = spaces.Box( + low=0, high=1, + shape=(len(feature_columns) + 3 + 1,), + dtype=np.float32 + ) + # Forced lock for LSTM predictions + self.lstm_lock = threading.Lock() + + def reset(self): + self.balance = self.initial_balance + self.net_worth = self.initial_balance + self.current_step = 0 + self.shares_held = 0 + self.cost_basis = 0 + return self._get_obs() + + def _get_obs(self): + row = self.raw_features[self.current_step] + row_max = np.max(row) if np.max(row) != 0 else 1.0 + row_norm = row / row_max + + # Account info + additional = np.array([ + self.balance / self.initial_balance, + self.shares_held / 100.0, # Assuming max 100 shares for normalization + self.cost_basis / (self.initial_balance + 1e-9) + ], dtype=np.float32) + + # LSTM prediction + if self.current_step < self.window_size: + predicted_close = 0.0 + else: + seq = self.raw_features[self.current_step - self.window_size: self.current_step] + seq_scaled = self.scaler_features.transform(seq) + seq_scaled = np.expand_dims(seq_scaled, axis=0) # shape (1, window_size, #features) + with self.lstm_lock: + pred_scaled = self.lstm_model.predict(seq_scaled, verbose=0).flatten()[0] + pred_scaled = np.clip(pred_scaled, 0, 1) + unscaled = self.scaler_target.inverse_transform([[pred_scaled]])[0, 0] + predicted_close = unscaled / 1000.0 # Adjust normalization as needed + + obs = np.concatenate([row_norm, additional, [predicted_close]]).astype(np.float32) + return obs + + def step(self, action): + prev_net_worth = self.net_worth + current_price = self.df.loc[self.current_step, 'Close'] + + if action == 2: # BUY + shares_bought = int(self.balance // current_price) + if shares_bought > 0: + cost = shares_bought * current_price + fee = cost * self.transaction_cost + self.balance -= (cost + fee) + old_shares = self.shares_held + self.shares_held += shares_bought + self.cost_basis = ((self.cost_basis * old_shares) + (shares_bought * current_price)) / self.shares_held + + elif action == 0: # SELL + if self.shares_held > 0: + revenue = self.shares_held * current_price + fee = revenue * self.transaction_cost + self.balance += (revenue - fee) + self.shares_held = 0 + self.cost_basis = 0 + + self.net_worth = self.balance + self.shares_held * current_price + self.current_step += 1 + done = (self.current_step >= self.max_steps - 1) + reward = self.net_worth - self.initial_balance + obs = self._get_obs() + return obs, reward, done, {} + + def render(self, mode='human'): + profit = self.net_worth - self.initial_balance + print(f"Step: {self.current_step}, Balance={self.balance:.2f}, Shares={self.shares_held}, NetWorth={self.net_worth:.2f}, Profit={profit:.2f}") + +# ============================ +# DQN Training & Evaluation Functions (Sequential Loop) +# ============================ +def evaluate_dqn_networth(model, env, n_episodes=1): + """ + Evaluates the trained DQN model by simulating trading over a specified number of episodes. + Args: + model (DQN): Trained DQN model. + env (gym.Env): Trading environment instance. + n_episodes (int): Number of episodes to run for evaluation. + Returns: + float: Average final net worth across episodes. + """ + final_net_worths = [] + for _ in range(n_episodes): + obs = env.reset() + done = False + while not done: + action, _ = model.predict(obs, deterministic=True) + obs, reward, done, info = env.step(action) + final_net_worths.append(env.net_worth) + return np.mean(final_net_worths) + +def train_and_evaluate_dqn(hyperparams, env_params, total_timesteps, eval_episodes): + """ + Trains a single DQN agent on an environment (using the frozen LSTM) with given hyperparameters, + then evaluates its final net worth. + Args: + hyperparams (dict): Hyperparameters for the DQN model. + env_params (dict): Parameters to create the StockTradingEnvWithLSTM. + total_timesteps (int): Total timesteps for training. + eval_episodes (int): Number of episodes for evaluation. + Returns: + agent, final_net_worth + """ + env = StockTradingEnvWithLSTM(**env_params) + vec_env = DummyVecEnv([lambda: env]) + with dqn_lock: + agent = DQN( + 'MlpPolicy', + vec_env, + verbose=0, + learning_rate=hyperparams['lr'], + gamma=hyperparams['gamma'], + exploration_fraction=hyperparams['exploration_fraction'], + buffer_size=hyperparams['buffer_size'], + batch_size=hyperparams['batch_size'], + train_freq=4, + target_update_interval=1000 + ) + agent.learn(total_timesteps=total_timesteps, callback=ActionLoggingCallback(verbose=0)) + final_net_worth = evaluate_dqn_networth(agent, env, n_episodes=eval_episodes) + return agent, final_net_worth + +# ============================ +# MAIN FUNCTION WITH ENHANCED OPTIMIZATIONS # ============================ def main(): args = parse_arguments() @@ -343,24 +521,19 @@ def main(): dqn_total_timesteps = args.dqn_total_timesteps dqn_eval_episodes = args.dqn_eval_episodes n_trials_lstm = args.n_trials_lstm - n_trials_dqn = args.n_trials_dqn - max_parallel_trials = args.max_parallel_trials preprocess_workers = args.preprocess_workers enable_resource_monitor = args.monitor_resources - # ============================= + # ----------------------------- # Setup Logging - # ============================= + # ----------------------------- logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s', - handlers=[ - logging.FileHandler("LSTMDQN.log"), - logging.StreamHandler(sys.stdout) - ]) + handlers=[logging.FileHandler("LSTMDQN.log"), logging.StreamHandler(sys.stdout)]) - # ============================= + # ----------------------------- # Resource Detection & Logging - # ============================= + # ----------------------------- cpu_stats = get_cpu_info() gpu_stats = get_gpu_info() @@ -368,25 +541,22 @@ def main(): logging.info(f"Physical CPU Cores: {cpu_stats['physical_cores']}") logging.info(f"Logical CPU Cores: {cpu_stats['logical_cores']}") logging.info(f"CPU Usage per Core: {cpu_stats['cpu_percent']}%") - if gpu_stats: logging.info("GPU Statistics:") for gpu in gpu_stats: - logging.info(f"GPU {gpu['id']} - {gpu['name']}: Load: {gpu['load']}%, " - f"Memory Used: {gpu['memory_used']}MB / {gpu['memory_total']}MB, " - f"Temperature: {gpu['temperature']}°C") + logging.info(f"GPU {gpu['id']} - {gpu['name']}: Load: {gpu['load']}%, Memory Used: {gpu['memory_used']}MB / {gpu['memory_total']}MB, Temperature: {gpu['temperature']}°C") else: logging.info("No GPUs detected.") logging.info("=================================") - # ============================= + # ----------------------------- # Configure TensorFlow - # ============================= + # ----------------------------- configure_tensorflow(cpu_stats, gpu_stats) - # ============================= + # ----------------------------- # Start Resource Monitoring (Optional) - # ============================= + # ----------------------------- if enable_resource_monitor: logging.info("Starting real-time resource monitoring...") resource_monitor_thread = threading.Thread(target=monitor_resources, args=(60,), daemon=True) @@ -409,11 +579,9 @@ def main(): # 2) Controlled Parallel Data Preprocessing if preprocess_workers is None: - # Default to logical cores minus 2 to prevent overloading preprocess_workers = max(1, cpu_stats['logical_cores'] - 2) else: preprocess_workers = min(preprocess_workers, cpu_stats['logical_cores']) - df = feature_engineering_parallel(df, num_workers=preprocess_workers) scaler_features = MinMaxScaler() @@ -425,7 +593,7 @@ def main(): X_scaled = scaler_features.fit_transform(X_all) y_scaled = scaler_target.fit_transform(y_all).flatten() - # 3) Create sequences + # 3) Create sequences for LSTM def create_sequences(features, target, window_size): X_seq, y_seq = [], [] for i in range(len(features) - window_size): @@ -451,40 +619,12 @@ def main(): logging.info(f"Scaled validation target shape: {y_val.shape}") logging.info(f"Scaled testing target shape: {y_test.shape}") - # 5) Build and compile LSTM model - def build_lstm(input_shape, hyperparams): - model = Sequential() - num_layers = hyperparams['num_lstm_layers'] - units = hyperparams['lstm_units'] - drop = hyperparams['dropout_rate'] - for i in range(num_layers): - return_seqs = (i < num_layers - 1) - model.add(Bidirectional( - LSTM(units, return_sequences=return_seqs, kernel_regularizer=l2(1e-4)), - input_shape=input_shape if i == 0 else None - )) - model.add(Dropout(drop)) - model.add(Dense(1, activation='linear')) - - opt_name = hyperparams['optimizer'] - lr = hyperparams['learning_rate'] - decay = hyperparams['decay'] - if opt_name == 'Adam': - opt = Adam(learning_rate=lr, decay=decay) - elif opt_name == 'Nadam': - opt = Nadam(learning_rate=lr) - else: - opt = Adam(learning_rate=lr) - - model.compile(loss=Huber(), optimizer=opt, metrics=['mae']) - return model - - # 6) Optuna objective for LSTM + # 5) Define the LSTM objective function here (so it has access to X_train, y_train, X_val, y_val) def lstm_objective(trial): num_lstm_layers = trial.suggest_int('num_lstm_layers', 1, 3) lstm_units = trial.suggest_categorical('lstm_units', [32, 64, 96, 128]) dropout_rate = trial.suggest_float('dropout_rate', 0.1, 0.5) - learning_rate = trial.suggest_loguniform('learning_rate', 1e-5, 1e-2) + learning_rate = trial.suggest_float('learning_rate', 1e-5, 1e-2, log=True) optimizer_name = trial.suggest_categorical('optimizer', ['Adam', 'Nadam']) decay = trial.suggest_float('decay', 0.0, 1e-4) @@ -513,24 +653,17 @@ def main(): val_mae = min(history.history['val_mae']) return val_mae - # 7) Hyperparameter Optimization with Optuna (Parallelized) - if max_parallel_trials is None: - # Default to logical cores minus 2 to prevent overloading - max_parallel_trials = max(1, cpu_stats['logical_cores'] - 2) - else: - max_parallel_trials = min(max_parallel_trials, cpu_stats['logical_cores']) - - logging.info(f"Starting LSTM hyperparameter optimization with Optuna using {max_parallel_trials} parallel trials...") + # 6) Hyperparameter Optimization with Optuna for the LSTM + logging.info(f"Starting LSTM hyperparameter optimization with Optuna using {cpu_stats['logical_cores']-2} parallel trials...") study_lstm = optuna.create_study(direction='minimize') - study_lstm.optimize(lstm_objective, n_trials=n_trials_lstm, n_jobs=max_parallel_trials) + study_lstm.optimize(lstm_objective, n_trials=n_trials_lstm, n_jobs=cpu_stats['logical_cores']-2) best_lstm_params = study_lstm.best_params logging.info(f"Best LSTM Hyperparameters: {best_lstm_params}") - # 8) Train final LSTM + # 7) Train final LSTM with best hyperparameters final_lstm = build_lstm((X_train.shape[1], X_train.shape[2]), best_lstm_params) early_stop_final = EarlyStopping(monitor='val_loss', patience=20, restore_best_weights=True) lr_reduce_final = ReduceLROnPlateau(monitor='val_loss', factor=0.5, patience=5, min_lr=1e-6) - logging.info("Training best LSTM model with optimized hyperparameters...") hist = final_lstm.fit( X_train, y_train, @@ -541,8 +674,8 @@ def main(): verbose=1 ) - # 9) Evaluate LSTM - def evaluate_lstm(model, X_test, y_test): + # 8) Evaluate LSTM + def evaluate_final_lstm(model, X_test, y_test): logging.info("Evaluating final LSTM model...") y_pred_scaled = model.predict(X_test).flatten() y_pred_scaled = np.clip(y_pred_scaled, 0, 1) @@ -564,7 +697,6 @@ def main(): logging.info(f"Test R2 Score: {r2_:.4f}") logging.info(f"Directional Accuracy: {directional_accuracy:.4f}") - # Plot Actual vs Predicted plt.figure(figsize=(14, 7)) plt.plot(y_test_actual, label='Actual Price') plt.plot(y_pred, label='Predicted Price') @@ -574,7 +706,6 @@ def main(): plt.savefig('lstm_actual_vs_pred.png') plt.close() - # Tabulate first 40 results table = [] limit = min(40, len(y_test_actual)) for i in range(limit): @@ -584,271 +715,75 @@ def main(): print(tabulate(table, headers=headers, tablefmt="pretty")) return r2_, directional_accuracy - _r2, _diracc = evaluate_lstm(final_lstm, X_test, y_test) + _r2, _diracc = evaluate_final_lstm(final_lstm, X_test, y_test) - # 10) Save LSTM and Scalers + # 9) Save final LSTM model and scalers final_lstm.save('best_lstm_model.h5') joblib.dump(scaler_features, 'scaler_features.pkl') joblib.dump(scaler_target, 'scaler_target.pkl') logging.info("Saved best LSTM model and scaler objects (best_lstm_model.h5, scaler_features.pkl, scaler_target.pkl).") ############################################################ - # B) DQN PART: BUILD ENV THAT USES THE LSTM + FORECAST + # B) DQN PART: BUILD ENV THAT USES THE FROZEN LSTM + FORECAST ############################################################ - class StockTradingEnvWithLSTM(gym.Env): - """ - A custom OpenAI Gym environment for stock trading that integrates LSTM model predictions. - Observation includes technical indicators, account information, and predicted next close price. - """ - metadata = {'render.modes': ['human']} - - def __init__(self, df, feature_columns, lstm_model, scaler_features, scaler_target, - window_size=15, initial_balance=10000, transaction_cost=0.001): - super(StockTradingEnvWithLSTM, self).__init__() - self.df = df.reset_index(drop=True) - self.feature_columns = feature_columns - self.lstm_model = lstm_model - self.scaler_features = scaler_features - self.scaler_target = scaler_target - self.window_size = window_size - - self.initial_balance = initial_balance - self.balance = initial_balance - self.net_worth = initial_balance - self.transaction_cost = transaction_cost - - self.max_steps = len(df) - self.current_step = 0 - self.shares_held = 0 - self.cost_basis = 0 - - # Raw array of features - self.raw_features = df[feature_columns].values - - # Action space: 0=Sell, 1=Hold, 2=Buy - self.action_space = spaces.Discrete(3) - - # Observation space: [technical indicators, balance, shares, cost_basis, predicted_next_close] - self.observation_space = spaces.Box( - low=0, high=1, - shape=(len(feature_columns) + 3 + 1,), - dtype=np.float32 - ) - - def reset(self): - self.balance = self.initial_balance - self.net_worth = self.initial_balance - self.current_step = 0 - self.shares_held = 0 - self.cost_basis = 0 - return self._get_obs() - - def _get_obs(self): - row = self.raw_features[self.current_step] - row_max = np.max(row) if np.max(row) != 0 else 1.0 - row_norm = row / row_max - - # Account info - additional = np.array([ - self.balance / self.initial_balance, - self.shares_held / 100.0, # Assuming max 100 shares for normalization - self.cost_basis / (self.initial_balance + 1e-9) - ], dtype=np.float32) - - # LSTM prediction - if self.current_step < self.window_size: - # Not enough history => no forecast - predicted_close = 0.0 - else: - seq = self.raw_features[self.current_step - self.window_size: self.current_step] - seq_scaled = self.scaler_features.transform(seq) - seq_scaled = np.expand_dims(seq_scaled, axis=0) # shape (1, window_size, #features) - pred_scaled = self.lstm_model.predict(seq_scaled, verbose=0).flatten()[0] - pred_scaled = np.clip(pred_scaled, 0, 1) - unscaled = self.scaler_target.inverse_transform([[pred_scaled]])[0, 0] - # Normalize predicted close price (assuming a typical price range) - predicted_close = unscaled / 1000.0 - - obs = np.concatenate([row_norm, additional, [predicted_close]]).astype(np.float32) - return obs - - def step(self, action): - prev_net_worth = self.net_worth - current_price = self.df.loc[self.current_step, 'Close'] - - if action == 2: # BUY - shares_bought = int(self.balance // current_price) - if shares_bought > 0: - cost = shares_bought * current_price - fee = cost * self.transaction_cost - self.balance -= (cost + fee) - old_shares = self.shares_held - self.shares_held += shares_bought - self.cost_basis = ( - (self.cost_basis * old_shares) + (shares_bought * current_price) - ) / self.shares_held - - elif action == 0: # SELL - if self.shares_held > 0: - revenue = self.shares_held * current_price - fee = revenue * self.transaction_cost - self.balance += (revenue - fee) - self.shares_held = 0 - self.cost_basis = 0 - - self.net_worth = self.balance + self.shares_held * current_price - self.current_step += 1 - done = (self.current_step >= self.max_steps - 1) - - reward = self.net_worth - self.initial_balance - obs = self._get_obs() - return obs, reward, done, {} - - def render(self, mode='human'): - profit = self.net_worth - self.initial_balance - print(f"Step: {self.current_step}, " - f"Balance={self.balance:.2f}, " - f"Shares={self.shares_held}, " - f"NetWorth={self.net_worth:.2f}, " - f"Profit={profit:.2f}") + # (StockTradingEnvWithLSTM is defined above) ################################### - # C) DQN HYPERPARAMETER TUNING WITH LSTM + # C) SEQUENTIAL DQN TRAINING WITH LSTM INTEGRATION ################################### - from stable_baselines3.common.evaluation import evaluate_policy + env_params = { + 'df': df, + 'feature_columns': feature_columns, + 'lstm_model': final_lstm, # Use the frozen, best LSTM model + 'scaler_features': scaler_features, + 'scaler_target': scaler_target, + 'window_size': lstm_window_size, + 'initial_balance': 10000, + 'transaction_cost': 0.001 + } - def evaluate_dqn_networth(model, env, n_episodes=1): - """ - Evaluates the trained DQN model by simulating trading over a specified number of episodes. - - Args: - model (stable_baselines3.DQN): Trained DQN model. - env (gym.Env): Trading environment instance. - n_episodes (int): Number of episodes to run for evaluation. - - Returns: - float: Average final net worth across episodes. - """ - final_net_worths = [] - for _ in range(n_episodes): - obs = env.reset() - done = False - while not done: - action, _ = model.predict(obs, deterministic=True) - obs, reward, done, info = env.step(action) - final_net_worths.append(env.net_worth) - return np.mean(final_net_worths) + # Base DQN hyperparameters (adjust as needed) + base_hyperparams = { + 'lr': 1e-3, + 'gamma': 0.95, + 'exploration_fraction': 0.1, + 'buffer_size': 10000, + 'batch_size': 64 + } - def dqn_objective(trial): - """ - Objective function for Optuna to optimize DQN hyperparameters. - Minimizes the negative of the final net worth achieved by the DQN agent. - - Args: - trial (optuna.trial.Trial): Optuna trial object. - - Returns: - float: Negative of the final net worth. - """ - lr = trial.suggest_loguniform("lr", 1e-5, 1e-2) - gamma = trial.suggest_float("gamma", 0.8, 0.9999) - exploration_fraction = trial.suggest_float("exploration_fraction", 0.01, 0.3) - buffer_size = trial.suggest_categorical("buffer_size", [5000, 10000, 20000]) - batch_size = trial.suggest_categorical("batch_size", [32, 64, 128]) + # Define performance threshold (final net worth must be above this) + PERFORMANCE_THRESHOLD = 10500.0 + current_hyperparams = base_hyperparams.copy() + max_attempts = 10 + best_agent = None - # Initialize environment - env = StockTradingEnvWithLSTM( - df=df, - feature_columns=feature_columns, - lstm_model=final_lstm, # Use the trained LSTM model - scaler_features=scaler_features, - scaler_target=scaler_target, - window_size=lstm_window_size - ) - vec_env = DummyVecEnv([lambda: env]) + for attempt in range(max_attempts): + logging.info(f"Training DQN agent: Attempt {attempt+1} with hyperparameters: {current_hyperparams}") + agent, net_worth = train_and_evaluate_dqn(current_hyperparams, env_params, + total_timesteps=dqn_total_timesteps, + eval_episodes=dqn_eval_episodes) + logging.info(f"Agent achieved final net worth: ${net_worth:.2f}") + if net_worth >= PERFORMANCE_THRESHOLD: + logging.info("Agent meets performance criteria!") + best_agent = agent + best_agent.save("best_dqn_model_lstm.zip") + break + else: + logging.info("Performance below threshold. Adjusting hyperparameters and retrying...") + current_hyperparams['lr'] *= 0.9 # decrease learning rate by 10% + current_hyperparams['exploration_fraction'] = min(current_hyperparams['exploration_fraction'] + 0.02, 0.3) - # Initialize DQN model - dqn_action_logger = ActionLoggingCallback(verbose=0) - - model = DQN( - 'MlpPolicy', - vec_env, - verbose=0, - learning_rate=lr, - gamma=gamma, - exploration_fraction=exploration_fraction, - buffer_size=buffer_size, - batch_size=batch_size, - train_freq=4, - target_update_interval=1000 - ) - - # Train DQN model - model.learn(total_timesteps=dqn_total_timesteps, callback=dqn_action_logger) - - # Evaluate final net worth - final_net_worth = evaluate_dqn_networth(model, env, n_episodes=dqn_eval_episodes) - # Objective is to maximize net worth, so return negative - return -final_net_worth - - # 11) Hyperparameter Optimization with Optuna (Parallelized) - if max_parallel_trials is None: - # Default to logical cores minus 2 to prevent overloading - max_parallel_trials = max(1, cpu_stats['logical_cores'] - 2) + if best_agent is None: + logging.warning("Failed to train a satisfactory DQN agent after multiple attempts.") else: - max_parallel_trials = min(max_parallel_trials, cpu_stats['logical_cores']) - - logging.info(f"Starting DQN hyperparameter tuning with Optuna using {max_parallel_trials} parallel trials...") - study_dqn = optuna.create_study(direction='minimize') - study_dqn.optimize(dqn_objective, n_trials=n_trials_dqn, n_jobs=max_parallel_trials) - best_dqn_params = study_dqn.best_params - logging.info(f"Best DQN Hyperparameters: {best_dqn_params}") + logging.info("Final DQN agent trained and saved.") ################################### - # D) TRAIN FINAL DQN WITH BEST PARAMETERS - ################################### - logging.info("Training final DQN model with best hyperparameters...") - env_final = StockTradingEnvWithLSTM( - df=df, - feature_columns=feature_columns, - lstm_model=final_lstm, - scaler_features=scaler_features, - scaler_target=scaler_target, - window_size=lstm_window_size - ) - vec_env_final = DummyVecEnv([lambda: env_final]) - - final_dqn_logger = ActionLoggingCallback(verbose=1) # Enable detailed logging - - final_model = DQN( - 'MlpPolicy', - vec_env_final, - verbose=1, - learning_rate=best_dqn_params['lr'], - gamma=best_dqn_params['gamma'], - exploration_fraction=best_dqn_params['exploration_fraction'], - buffer_size=best_dqn_params['buffer_size'], - batch_size=best_dqn_params['batch_size'], - train_freq=4, - target_update_interval=1000 - ) - final_model.learn(total_timesteps=dqn_total_timesteps, callback=final_dqn_logger) - final_model.save("best_dqn_model_lstm.zip") - logging.info("Final DQN model trained and saved as 'best_dqn_model_lstm.zip'.") - - ################################### - # E) FINAL INFERENCE & LOG RESULTS + # D) FINAL INFERENCE & LOG RESULTS ################################### logging.info("Running final inference with the trained DQN model...") - env_test = StockTradingEnvWithLSTM( - df=df, - feature_columns=feature_columns, - lstm_model=final_lstm, - scaler_features=scaler_features, - scaler_target=scaler_target, - window_size=lstm_window_size - ) + env_test = StockTradingEnvWithLSTM(**env_params) obs = env_test.reset() done = False total_reward = 0.0 @@ -857,7 +792,7 @@ def main(): while not done: step_count += 1 - action, _ = final_model.predict(obs, deterministic=True) + action, _ = best_agent.predict(obs, deterministic=True) obs, reward, done, info = env_test.step(action) total_reward += reward step_data.append({ @@ -902,31 +837,24 @@ def main(): logging.info("Final inference completed. Results logged and displayed.") ################################### - # F) OPTIONAL: RETRY LOOP IF NET WORTH < THRESHOLD + # E) OPTIONAL: RETRY LOOP IF NET WORTH < THRESHOLD ################################### - NET_WORTH_THRESHOLD = 10500.0 # example threshold + if final_net_worth < PERFORMANCE_THRESHOLD: + logging.warning(f"Final net worth (${final_net_worth:.2f}) is below ${PERFORMANCE_THRESHOLD:.2f}. Retraining the same DQN model to learn from mistakes...") - if final_net_worth < NET_WORTH_THRESHOLD: - logging.warning(f"Final net worth (${final_net_worth:.2f}) is below ${NET_WORTH_THRESHOLD:.2f}. Retraining the same DQN model to learn from mistakes...") - - # We continue training the SAME final_model without resetting its replay buffer. - # By setting `reset_num_timesteps=False`, we keep the replay buffer and learned weights. additional_timesteps = 50000 logging.info(f"Retraining the existing DQN model for an additional {additional_timesteps} timesteps (keeping old experiences).") - - # If you want to see action distributions again, you can keep the same callback or define a new one: - final_model.learn( + best_agent.learn( total_timesteps=additional_timesteps, reset_num_timesteps=False, # Keep replay buffer + internal step counter - callback=final_dqn_logger # Optional: to log actions again + callback=ActionLoggingCallback(verbose=1) ) - # Evaluate again obs = env_test.reset() done = False second_total_reward = 0.0 while not done: - action, _ = final_model.predict(obs, deterministic=True) + action, _ = best_agent.predict(obs, deterministic=True) obs, reward, done, info = env_test.step(action) second_total_reward += reward @@ -934,9 +862,9 @@ def main(): second_profit = second_net_worth - env_test.initial_balance logging.info(f"After additional training, new final net worth=${second_net_worth:.2f}, profit=${second_profit:.2f}") - if second_net_worth < NET_WORTH_THRESHOLD: + if second_net_worth < PERFORMANCE_THRESHOLD: logging.warning("Even after continued training, net worth is still below threshold. Consider a deeper hyperparameter search or analyzing the environment settings.") - -main() +if __name__ == "__main__": + main() diff --git a/src/Machine-Learning/LSTM-python/src/best_lstm_model.h5 b/src/Machine-Learning/LSTM-python/src/best_lstm_model.h5 index 87b12777101986ceaef0833a71d4a576535a59b3..f15d6127316869e72b3ef1dfa6df923b6b4dfec4 100644 GIT binary patch literal 1833808 zcmeD5aB<`1lHy_j0S*oZ76t(j3y%LoLBMZmuo#s4AIxE3U`T*67@>3rlwQFEVK6eV zF@WSGAY29ksQC)a5P<-YBm)CONRX>50|O%i%zPLPQN_T(paEgQ%z^Mm$&nHQ9>^K-GgO z238OS5d!BA9tH=H2m>Pn2iUx%#N_PMycB}wfHN-C98gdo+{Ftv2NE91`FUxX=^zUv z85!`piyh=(sCl3)iZD+AY+gxGVrE`uUV1##NJ8c{fgA-jkA(r0!?BkK2J9f$F)+-4 zPz1|^2|5sk&|(3?86`(d2%wh-kle$-aDxps2$C{WGK*4^OEUBG5_1?B7*bO6ic>*! zQGP*wX$eC~enEUrYFTPdJS3;UN)AY#Wne(BZ(#M8hbF|H4G@ZfhoJ(@Vr1Z95MhvD z$VseBEsD=e%uNNALZI>hN4{f(*aXUJAOm1DFNg!pH=wKm!VFM8$cxD32Z+tczzi-& zVD5#v^M)?SAO?mL5DJ5IclP%IyFdXV1!glaK*}cu1_on23q4R-3(CeI72xuQfq|hU zHLp0oC@m+y93;xX0CP9E{9s^Us8&kONh~e~hk%lmf>Lm5VQFe!NoHb>l8%BBr0`I( 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