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output_ppo.log
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nohup: ignoring input
[scw-cranky-chebyshev][[23041,1],6][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],6][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],0][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],0][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],2][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],2][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],1][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],6][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],0][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],1][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],2][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],6][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],0][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],2][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],1][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],6][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],0][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],0][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],1][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],6][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],2][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],1][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],6][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],2][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],0][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],1][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],2][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],7][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],5][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],1][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],4][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],5][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],7][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],5][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],7][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],4][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],5][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],4][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],7][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],5][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],4][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],7][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],5][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],7][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],4][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],5][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],7][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],4][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],4][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],3][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],3][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],3][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],3][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],3][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],3][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
[scw-cranky-chebyshev][[23041,1],3][btl_tcp_proc.c:266:mca_btl_tcp_proc_create_interface_graph] Unable to find reachable pairing between local and remote interfaces
Stock Dimension: 84, State Space: 841
Stock Dimension: 84, State Space: 841
Stock Dimension: 84, State Space: 841
Stock Dimension: 84, State Space: 841
Warning: Log dir /root/spinningup_pytorch/data/ppo/ppo_s42 already exists! Storing info there anyway.
[32;1mLogging data to /root/spinningup_pytorch/data/ppo/ppo_s42/progress.txt[0m
[36;1mSaving config:
[0m
{
"ac_kwargs": {
"hidden_sizes": [
512,
512
]
},
"actor_critic": "MLPActorCritic",
"clip_ratio": 0.7,
"env_fn": "<function <lambda> at 0x739a4591f400>",
"epochs": 100,
"exp_name": "ppo",
"gamma": 0.995,
"lam": 0.95,
"logger": {
"<spinup.utils.logx.EpochLogger object at 0x739a4593a230>": {
"epoch_dict": {},
"exp_name": "ppo",
"first_row": true,
"log_current_row": {},
"log_headers": [],
"output_dir": "/root/spinningup_pytorch/data/ppo/ppo_s42",
"output_file": {
"<_io.TextIOWrapper name='/root/spinningup_pytorch/data/ppo/ppo_s42/progress.txt' mode='w' encoding='UTF-8'>": {
"mode": "w"
}
}
}
},
"logger_kwargs": {
"exp_name": "ppo",
"output_dir": "/root/spinningup_pytorch/data/ppo/ppo_s42"
},
"max_ep_len": 5000,
"pi_lr": 3e-05,
"save_freq": 5,
"seed": 42,
"steps_per_epoch": 20000,
"target_kl": 0.35,
"train_pi_iters": 100,
"train_v_iters": 100,
"vf_lr": 0.0001
}
Stock Dimension: 84, State Space: 841
Stock Dimension: 84, State Space: 841
Stock Dimension: 84, State Space: 841
Stock Dimension: 84, State Space: 841
[32;1m
Number of parameters: pi: 736936, v: 694273
[0m
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
---------------------------------------
| Epoch | 0 |
| AverageEpRet | 173 |
| StdEpRet | 40.7 |
| MaxEpRet | 251 |
| MinEpRet | 121 |
| EpLen | 1.51e+03 |
| AverageVVals | 0.201 |
| StdVVals | 0.309 |
| MaxVVals | 0.882 |
| MinVVals | -0.821 |
| TotalEnvInteracts | 2e+04 |
| LossPi | 2.56e-08 |
| LossV | 457 |
| DeltaLossPi | -0.444 |
| DeltaLossV | -280 |
| Entropy | 0.919 |
| KL | 0.259 |
| ClipFrac | 0.508 |
| StopIter | 99 |
| Time | 67 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
---------------------------------------
| Epoch | 1 |
| AverageEpRet | 189 |
| StdEpRet | 51.2 |
| MaxEpRet | 261 |
| MinEpRet | 120 |
| EpLen | 1.51e+03 |
| AverageVVals | 14.3 |
| StdVVals | 0.839 |
| MaxVVals | 15 |
| MinVVals | 10.8 |
| TotalEnvInteracts | 4e+04 |
| LossPi | -2.24e-08 |
| LossV | 300 |
| DeltaLossPi | -0.443 |
| DeltaLossV | -79.6 |
| Entropy | 0.918 |
| KL | 0.287 |
| ClipFrac | 0.572 |
| StopIter | 99 |
| Time | 126 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
---------------------------------------
| Epoch | 2 |
| AverageEpRet | 182 |
| StdEpRet | 43.5 |
| MaxEpRet | 240 |
| MinEpRet | 111 |
| EpLen | 1.51e+03 |
| AverageVVals | 17.2 |
| StdVVals | 2.92 |
| MaxVVals | 19.9 |
| MinVVals | 8.78 |
| TotalEnvInteracts | 6e+04 |
| LossPi | -1.75e-07 |
| LossV | 194 |
| DeltaLossPi | -0.44 |
| DeltaLossV | -90.3 |
| Entropy | 0.917 |
| KL | 0.282 |
| ClipFrac | 0.561 |
| StopIter | 99 |
| Time | 187 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 3 |
| AverageEpRet | 184 |
| StdEpRet | 65.6 |
| MaxEpRet | 343 |
| MinEpRet | 131 |
| EpLen | 1.51e+03 |
| AverageVVals | 18.7 |
| StdVVals | 4.58 |
| MaxVVals | 23.8 |
| MinVVals | -5.84 |
| TotalEnvInteracts | 8e+04 |
| LossPi | 8.85e-08 |
| LossV | 363 |
| DeltaLossPi | -0.361 |
| DeltaLossV | -169 |
| Entropy | 0.915 |
| KL | 0.285 |
| ClipFrac | 0.514 |
| StopIter | 99 |
| Time | 252 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 4 |
| AverageEpRet | 198 |
| StdEpRet | 60.9 |
| MaxEpRet | 279 |
| MinEpRet | 117 |
| EpLen | 1.51e+03 |
| AverageVVals | 19 |
| StdVVals | 8.31 |
| MaxVVals | 28.6 |
| MinVVals | -16.8 |
| TotalEnvInteracts | 1e+05 |
| LossPi | -2.24e-08 |
| LossV | 365 |
| DeltaLossPi | -0.385 |
| DeltaLossV | -234 |
| Entropy | 0.915 |
| KL | 0.326 |
| ClipFrac | 0.555 |
| StopIter | 99 |
| Time | 317 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 5 |
| AverageEpRet | 190 |
| StdEpRet | 57.2 |
| MaxEpRet | 284 |
| MinEpRet | 127 |
| EpLen | 1.51e+03 |
| AverageVVals | 17.6 |
| StdVVals | 12.1 |
| MaxVVals | 33.1 |
| MinVVals | -21.9 |
| TotalEnvInteracts | 1.2e+05 |
| LossPi | -1.21e-07 |
| LossV | 177 |
| DeltaLossPi | -0.466 |
| DeltaLossV | -115 |
| Entropy | 0.914 |
| KL | 0.373 |
| ClipFrac | 0.619 |
| StopIter | 99 |
| Time | 390 |
---------------------------------------
day: 1508, episode: 20
begin_total_asset: 1000000.00
end_total_asset: 2772950.73
total_reward: 1772950.73
total_cost: 59209.35
total_trades: 74679
Sharpe: 1.245
=================================
day: 1508, episode: 20
begin_total_asset: 1000000.00
end_total_asset: 3202918.90
total_reward: 2202918.90
total_cost: 73763.67
total_trades: 75483
Sharpe: 1.297
=================================
day: 1508, episode: 20
begin_total_asset: 1000000.00
end_total_asset: 2694656.77
total_reward: 1694656.77
total_cost: 52414.21
total_trades: 76214
Sharpe: 1.145
=================================
day: 1508, episode: 20
begin_total_asset: 1000000.00
end_total_asset: 3419654.65
total_reward: 2419654.65
total_cost: 108572.08
total_trades: 83277
Sharpe: 0.995
=================================
day: 1508, episode: 20
begin_total_asset: 1000000.00
end_total_asset: 3209261.29
total_reward: 2209261.29
total_cost: 57229.37
total_trades: 75010
Sharpe: 1.384
=================================
day: 1508, episode: 20
begin_total_asset: 1000000.00
end_total_asset: 2460284.84
total_reward: 1460284.84
total_cost: 49319.76
total_trades: 73798
Sharpe: 1.136
=================================
day: 1508, episode: 20
begin_total_asset: 1000000.00
end_total_asset: 2037230.55
total_reward: 1037230.55
total_cost: 49159.20
total_trades: 73017
Sharpe: 0.968
=================================
day: 1508, episode: 20
begin_total_asset: 1000000.00
end_total_asset: 3304358.91
total_reward: 2304358.91
total_cost: 54803.93
total_trades: 76078
Sharpe: 1.262
=================================
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 6 |
| AverageEpRet | 189 |
| StdEpRet | 44.8 |
| MaxEpRet | 244 |
| MinEpRet | 104 |
| EpLen | 1.51e+03 |
| AverageVVals | 20.8 |
| StdVVals | 10.4 |
| MaxVVals | 35.6 |
| MinVVals | -24 |
| TotalEnvInteracts | 1.4e+05 |
| LossPi | -1.23e-07 |
| LossV | 163 |
| DeltaLossPi | -0.454 |
| DeltaLossV | -122 |
| Entropy | 0.912 |
| KL | 0.343 |
| ClipFrac | 0.602 |
| StopIter | 99 |
| Time | 452 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 7 |
| AverageEpRet | 186 |
| StdEpRet | 36.7 |
| MaxEpRet | 243 |
| MinEpRet | 128 |
| EpLen | 1.51e+03 |
| AverageVVals | 17.7 |
| StdVVals | 14 |
| MaxVVals | 37.9 |
| MinVVals | -30.7 |
| TotalEnvInteracts | 1.6e+05 |
| LossPi | 1.04e-07 |
| LossV | 211 |
| DeltaLossPi | -0.437 |
| DeltaLossV | -159 |
| Entropy | 0.911 |
| KL | 0.357 |
| ClipFrac | 0.594 |
| StopIter | 99 |
| Time | 516 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 8 |
| AverageEpRet | 214 |
| StdEpRet | 40.4 |
| MaxEpRet | 268 |
| MinEpRet | 149 |
| EpLen | 1.51e+03 |
| AverageVVals | 20.9 |
| StdVVals | 12.5 |
| MaxVVals | 40 |
| MinVVals | -27.6 |
| TotalEnvInteracts | 1.8e+05 |
| LossPi | -6.52e-08 |
| LossV | 227 |
| DeltaLossPi | -0.439 |
| DeltaLossV | -178 |
| Entropy | 0.91 |
| KL | 0.358 |
| ClipFrac | 0.629 |
| StopIter | 99 |
| Time | 580 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 9 |
| AverageEpRet | 209 |
| StdEpRet | 77.4 |
| MaxEpRet | 397 |
| MinEpRet | 131 |
| EpLen | 1.51e+03 |
| AverageVVals | 24.4 |
| StdVVals | 13.7 |
| MaxVVals | 43.5 |
| MinVVals | -29.7 |
| TotalEnvInteracts | 2e+05 |
| LossPi | 6.52e-09 |
| LossV | 351 |
| DeltaLossPi | -0.439 |
| DeltaLossV | -280 |
| Entropy | 0.909 |
| KL | 0.357 |
| ClipFrac | 0.617 |
| StopIter | 99 |
| Time | 640 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 10 |
| AverageEpRet | 219 |
| StdEpRet | 44.1 |
| MaxEpRet | 270 |
| MinEpRet | 150 |
| EpLen | 1.51e+03 |
| AverageVVals | 22.2 |
| StdVVals | 15 |
| MaxVVals | 46.7 |
| MinVVals | -41.3 |
| TotalEnvInteracts | 2.2e+05 |
| LossPi | -2.12e-07 |
| LossV | 358 |
| DeltaLossPi | -0.44 |
| DeltaLossV | -291 |
| Entropy | 0.908 |
| KL | 0.388 |
| ClipFrac | 0.624 |
| StopIter | 99 |
| Time | 754 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 11 |
| AverageEpRet | 222 |
| StdEpRet | 62.7 |
| MaxEpRet | 332 |
| MinEpRet | 134 |
| EpLen | 1.51e+03 |
| AverageVVals | 25.1 |
| StdVVals | 14.8 |
| MaxVVals | 50.8 |
| MinVVals | -40.6 |
| TotalEnvInteracts | 2.4e+05 |
| LossPi | 7.73e-08 |
| LossV | 305 |
| DeltaLossPi | -0.435 |
| DeltaLossV | -236 |
| Entropy | 0.907 |
| KL | 0.375 |
| ClipFrac | 0.621 |
| StopIter | 99 |
| Time | 824 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 12 |
| AverageEpRet | 234 |
| StdEpRet | 44 |
| MaxEpRet | 297 |
| MinEpRet | 168 |
| EpLen | 1.51e+03 |
| AverageVVals | 25 |
| StdVVals | 17.4 |
| MaxVVals | 54.4 |
| MinVVals | -45 |
| TotalEnvInteracts | 2.6e+05 |
| LossPi | -7.22e-09 |
| LossV | 359 |
| DeltaLossPi | -0.45 |
| DeltaLossV | -303 |
| Entropy | 0.905 |
| KL | 0.378 |
| ClipFrac | 0.65 |
| StopIter | 99 |
| Time | 891 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 13 |
| AverageEpRet | 193 |
| StdEpRet | 43.8 |
| MaxEpRet | 276 |
| MinEpRet | 134 |
| EpLen | 1.51e+03 |
| AverageVVals | 25.6 |
| StdVVals | 18.8 |
| MaxVVals | 57.8 |
| MinVVals | -46.8 |
| TotalEnvInteracts | 2.8e+05 |
| LossPi | -2.05e-07 |
| LossV | 266 |
| DeltaLossPi | -0.47 |
| DeltaLossV | -232 |
| Entropy | 0.904 |
| KL | 0.403 |
| ClipFrac | 0.656 |
| StopIter | 99 |
| Time | 957 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 14 |
| AverageEpRet | 229 |
| StdEpRet | 78.4 |
| MaxEpRet | 330 |
| MinEpRet | 87.2 |
| EpLen | 1.51e+03 |
| AverageVVals | 24.2 |
| StdVVals | 19.7 |
| MaxVVals | 59.6 |
| MinVVals | -47.7 |
| TotalEnvInteracts | 3e+05 |
| LossPi | -1.77e-08 |
| LossV | 320 |
| DeltaLossPi | -0.448 |
| DeltaLossV | -265 |
| Entropy | 0.903 |
| KL | 0.389 |
| ClipFrac | 0.677 |
| StopIter | 99 |
| Time | 1.02e+03 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 15 |
| AverageEpRet | 225 |
| StdEpRet | 80.2 |
| MaxEpRet | 375 |
| MinEpRet | 127 |
| EpLen | 1.51e+03 |
| AverageVVals | 26.1 |
| StdVVals | 17.6 |
| MaxVVals | 62 |
| MinVVals | -49.5 |
| TotalEnvInteracts | 3.2e+05 |
| LossPi | 5.59e-08 |
| LossV | 367 |
| DeltaLossPi | -0.45 |
| DeltaLossV | -325 |
| Entropy | 0.902 |
| KL | 0.427 |
| ClipFrac | 0.673 |
| StopIter | 99 |
| Time | 1.15e+03 |
---------------------------------------
day: 1508, episode: 50
begin_total_asset: 1000000.00
end_total_asset: 3625162.63
total_reward: 2625162.63
total_cost: 75753.77
total_trades: 78383
Sharpe: 1.309
=================================
day: 1508, episode: 50
begin_total_asset: 1000000.00
end_total_asset: 2992932.15
total_reward: 1992932.15
total_cost: 44368.63
total_trades: 77918
Sharpe: 0.939
=================================
day: 1508, episode: 50
begin_total_asset: 1000000.00
end_total_asset: 3000420.79
total_reward: 2000420.79
total_cost: 68605.59
total_trades: 76772
Sharpe: 1.163
=================================
day: 1508, episode: 50
begin_total_asset: 1000000.00
end_total_asset: 3846826.05
total_reward: 2846826.05
total_cost: 62353.72
total_trades: 78017
Sharpe: 1.068
=================================
day: 1508, episode: 50
begin_total_asset: 1000000.00
end_total_asset: 3778126.51
total_reward: 2778126.51
total_cost: 81884.24
total_trades: 80287
Sharpe: 1.309
=================================
day: 1508, episode: 50
begin_total_asset: 1000000.00
end_total_asset: 3971280.74
total_reward: 2971280.74
total_cost: 80481.75
total_trades: 78673
Sharpe: 1.474
=================================
day: 1508, episode: 50
begin_total_asset: 1000000.00
end_total_asset: 2720688.33
total_reward: 1720688.33
total_cost: 53429.91
total_trades: 73821
Sharpe: 1.309
=================================
day: 1508, episode: 50
begin_total_asset: 1000000.00
end_total_asset: 3778817.94
total_reward: 2778817.94
total_cost: 70119.54
total_trades: 80728
Sharpe: 1.225
=================================
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 16 |
| AverageEpRet | 247 |
| StdEpRet | 45.1 |
| MaxEpRet | 298 |
| MinEpRet | 173 |
| EpLen | 1.51e+03 |
| AverageVVals | 26.7 |
| StdVVals | 18.2 |
| MaxVVals | 63.3 |
| MinVVals | -52.1 |
| TotalEnvInteracts | 3.4e+05 |
| LossPi | -1.27e-07 |
| LossV | 344 |
| DeltaLossPi | -0.463 |
| DeltaLossV | -319 |
| Entropy | 0.901 |
| KL | 0.407 |
| ClipFrac | 0.671 |
| StopIter | 99 |
| Time | 1.21e+03 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 17 |
| AverageEpRet | 286 |
| StdEpRet | 76.4 |
| MaxEpRet | 436 |
| MinEpRet | 193 |
| EpLen | 1.51e+03 |
| AverageVVals | 27.1 |
| StdVVals | 18.9 |
| MaxVVals | 66.6 |
| MinVVals | -48.6 |
| TotalEnvInteracts | 3.6e+05 |
| LossPi | 2.8e-07 |
| LossV | 420 |
| DeltaLossPi | -0.45 |
| DeltaLossV | -370 |
| Entropy | 0.9 |
| KL | 0.43 |
| ClipFrac | 0.654 |
| StopIter | 99 |
| Time | 1.26e+03 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
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Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 18 |
| AverageEpRet | 279 |
| StdEpRet | 70.8 |
| MaxEpRet | 405 |
| MinEpRet | 180 |
| EpLen | 1.51e+03 |
| AverageVVals | 30.4 |
| StdVVals | 19.6 |
| MaxVVals | 70.1 |
| MinVVals | -52.9 |
| TotalEnvInteracts | 3.8e+05 |
| LossPi | -1.27e-07 |
| LossV | 312 |
| DeltaLossPi | -0.48 |
| DeltaLossV | -288 |
| Entropy | 0.899 |
| KL | 0.406 |
| ClipFrac | 0.674 |
| StopIter | 99 |
| Time | 1.33e+03 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 19 |
| AverageEpRet | 277 |
| StdEpRet | 94.1 |
| MaxEpRet | 430 |
| MinEpRet | 161 |
| EpLen | 1.51e+03 |
| AverageVVals | 27.6 |
| StdVVals | 23 |
| MaxVVals | 70.9 |
| MinVVals | -67.8 |
| TotalEnvInteracts | 4e+05 |
| LossPi | 1.53e-07 |
| LossV | 536 |
| DeltaLossPi | -0.447 |
| DeltaLossV | -482 |
| Entropy | 0.898 |
| KL | 0.44 |
| ClipFrac | 0.64 |
| StopIter | 99 |
| Time | 1.39e+03 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 20 |
| AverageEpRet | 305 |
| StdEpRet | 79.9 |
| MaxEpRet | 404 |
| MinEpRet | 187 |
| EpLen | 1.51e+03 |
| AverageVVals | 31.2 |
| StdVVals | 24.7 |
| MaxVVals | 75.8 |
| MinVVals | -70.5 |
| TotalEnvInteracts | 4.2e+05 |
| LossPi | 5.59e-09 |
| LossV | 391 |
| DeltaLossPi | -0.455 |
| DeltaLossV | -359 |
| Entropy | 0.896 |
| KL | 0.432 |
| ClipFrac | 0.657 |
| StopIter | 99 |
| Time | 1.54e+03 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
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Warning: trajectory cut off by epoch at 991 steps.
---------------------------------------
| Epoch | 21 |
| AverageEpRet | 291 |
| StdEpRet | 92.3 |
| MaxEpRet | 487 |
| MinEpRet | 194 |
| EpLen | 1.51e+03 |
| AverageVVals | 33.1 |
| StdVVals | 23 |
| MaxVVals | 78.8 |
| MinVVals | -71.2 |
| TotalEnvInteracts | 4.4e+05 |
| LossPi | -4.24e-08 |
| LossV | 542 |
| DeltaLossPi | -0.437 |
| DeltaLossV | -500 |
| Entropy | 0.895 |
| KL | 0.447 |
| ClipFrac | 0.654 |
| StopIter | 99 |
| Time | 1.61e+03 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
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Warning: trajectory cut off by epoch at 991 steps.
---------------------------------------
| Epoch | 22 |
| AverageEpRet | 259 |
| StdEpRet | 58.7 |
| MaxEpRet | 354 |
| MinEpRet | 185 |
| EpLen | 1.51e+03 |
| AverageVVals | 29 |
| StdVVals | 20.7 |
| MaxVVals | 80.9 |
| MinVVals | -53.4 |
| TotalEnvInteracts | 4.6e+05 |
| LossPi | -1.3e-08 |
| LossV | 323 |
| DeltaLossPi | -0.452 |
| DeltaLossV | -307 |
| Entropy | 0.894 |
| KL | 0.44 |
| ClipFrac | 0.65 |
| StopIter | 99 |
| Time | 1.67e+03 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
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Warning: trajectory cut off by epoch at 991 steps.
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---------------------------------------
| Epoch | 23 |
| AverageEpRet | 273 |
| StdEpRet | 44.7 |
| MaxEpRet | 329 |
| MinEpRet | 178 |
| EpLen | 1.51e+03 |
| AverageVVals | 32.5 |
| StdVVals | 25.1 |
| MaxVVals | 80.9 |
| MinVVals | -66.2 |
| TotalEnvInteracts | 4.8e+05 |
| LossPi | 3.73e-09 |
| LossV | 359 |
| DeltaLossPi | -0.449 |
| DeltaLossV | -334 |
| Entropy | 0.892 |
| KL | 0.437 |
| ClipFrac | 0.662 |
| StopIter | 99 |
| Time | 1.73e+03 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
---------------------------------------
| Epoch | 24 |
| AverageEpRet | 235 |
| StdEpRet | 49.4 |
| MaxEpRet | 332 |
| MinEpRet | 148 |
| EpLen | 1.51e+03 |
| AverageVVals | 26.9 |
| StdVVals | 20.6 |
| MaxVVals | 81.5 |
| MinVVals | -64.4 |
| TotalEnvInteracts | 5e+05 |
| LossPi | -3.54e-08 |
| LossV | 221 |
| DeltaLossPi | -0.461 |
| DeltaLossV | -206 |
| Entropy | 0.891 |
| KL | 0.433 |
| ClipFrac | 0.666 |
| StopIter | 99 |
| Time | 1.8e+03 |
---------------------------------------
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.
Warning: trajectory cut off by epoch at 991 steps.