Comments (2)
yup I confirm my logs have only Trial 0 also :
################################## || ppo || ##################################
MODEL NAME: ppo
TRIAL NUMBER: 0
CWD: ./train_results/cwd_tests/model_CPCV_ppo_5m_50H_25k
{'learning_rate': 0.03, 'batch_size': 512, 'gamma': 0.99, 'net_dimension': 1024, 'target_step': 37500, 'eval_time_gap': 60, 'break_step': 45000.0}
{'lookback': 1, 'norm_cash': 0.000244140625, 'norm_stocks': 0.00390625, 'norm_tech': 3.0517578125e-05, 'norm_reward': 0.0009765625, 'norm_action': 10000}
TIME START OUTER: 2023-03-24 19:34:51.382136
######### CPCV Settings #########
Paths : 4
N : 5
splits : 10
TIME START INNER: 2023-03-24 19:34:51.385687################################## || ppo || ##################################
MODEL NAME: ppo
TRIAL NUMBER: 0
CWD: ./train_results/cwd_tests/model_CPCV_ppo_5m_50H_25k
{'learning_rate': 0.03, 'batch_size': 512, 'gamma': 0.99, 'net_dimension': 1024, 'target_step': 37500, 'eval_time_gap': 60, 'break_step': 45000.0}
{'lookback': 1, 'norm_cash': 0.000244140625, 'norm_stocks': 0.00390625, 'norm_tech': 3.0517578125e-05, 'norm_reward': 0.0009765625, 'norm_action': 10000}
TIME START OUTER: 2023-03-24 20:05:39.509931
######### CPCV Settings #########
Paths : 4
N : 5
splits : 10
TIME START INNER: 2023-03-24 20:05:39.513377################################## || ppo || ##################################
MODEL NAME: ppo
TRIAL NUMBER: 0
CWD: ./train_results/cwd_tests/model_CPCV_ppo_5m_50H_25k
{'learning_rate': 0.03, 'batch_size': 512, 'gamma': 0.99, 'net_dimension': 262144, 'target_step': 37500, 'eval_time_gap': 60, 'break_step': 45000.0}
{'lookback': 1, 'norm_cash': 0.000244140625, 'norm_stocks': 0.00390625, 'norm_tech': 3.0517578125e-05, 'norm_reward': 0.0009765625, 'norm_action': 10000}
TIME START OUTER: 2023-03-24 20:07:47.835229
######### CPCV Settings #########
Paths : 4
N : 5
splits : 10
TIME START INNER: 2023-03-24 20:07:47.837983################################## || ppo || ##################################
MODEL NAME: ppo
TRIAL NUMBER: 0
CWD: ./train_results/cwd_tests/model_KCV_ppo_5m_50H_25k
{'learning_rate': 0.03, 'batch_size': 512, 'gamma': 0.99, 'net_dimension': 1024, 'target_step': 37500, 'eval_time_gap': 60, 'break_step': 45000.0}
{'lookback': 1, 'norm_cash': 0.000244140625, 'norm_stocks': 0.00390625, 'norm_tech': 3.0517578125e-05, 'norm_reward': 0.0009765625, 'norm_action': 10000}
TIME START OUTER: 2023-03-24 20:14:56.929284
TIME START INNER: 2023-03-24 20:14:56.929692K-Fold: 0################################## || ppo || ##################################
MODEL NAME: ppo
TRIAL NUMBER: 0
CWD: ./train_results/cwd_tests/model_KCV_ppo_5m_50H_25k
{'learning_rate': 0.03, 'batch_size': 512, 'gamma': 0.99, 'net_dimension': 262144, 'target_step': 37500, 'eval_time_gap': 60, 'break_step': 45000.0}
{'lookback': 1, 'norm_cash': 0.000244140625, 'norm_stocks': 0.00390625, 'norm_tech': 3.0517578125e-05, 'norm_reward': 0.0009765625, 'norm_action': 10000}
TIME START OUTER: 2023-03-24 20:15:23.115226
TIME START INNER: 2023-03-24 20:15:23.115455K-Fold: 0################################## || ppo || ##################################
MODEL NAME: ppo
TRIAL NUMBER: 0
CWD: ./train_results/cwd_tests/model_WF_ppo_5m_50H_25k
{'learning_rate': 0.03, 'batch_size': 512, 'gamma': 0.99, 'net_dimension': 1024, 'target_step': 37500, 'eval_time_gap': 60, 'break_step': 45000.0}
{'lookback': 1, 'norm_cash': 0.000244140625, 'norm_stocks': 0.00390625, 'norm_tech': 3.0517578125e-05, 'norm_reward': 0.0009765625, 'norm_action': 10000}
TIME START OUTER: 2023-03-24 20:17:02.889066
################################## || ppo || ##################################
MODEL NAME: ppo
TRIAL NUMBER: 0
CWD: ./train_results/cwd_tests/model_WF_ppo_5m_50H_25k
{'learning_rate': 0.03, 'batch_size': 512, 'gamma': 0.99, 'net_dimension': 262144, 'target_step': 37500, 'eval_time_gap': 60, 'break_step': 45000.0}
{'lookback': 1, 'norm_cash': 0.000244140625, 'norm_stocks': 0.00390625, 'norm_tech': 3.0517578125e-05, 'norm_reward': 0.0009765625, 'norm_action': 10000}
TIME START OUTER: 2023-03-24 20:17:32.375707
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But don't imagine a simple solution for that... well it's simple but it's more a question of BUDGET !
Yes in fact if you get only the first trial it's because it uses HIGH CPU + GPU usage and the process get killed ...
My guess it's something like chatgpt to run against very high capacity GPUs rack ...
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