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Reinforcement Learning
Modalities:
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Formats:
imagefolder
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License:
Upload folder using huggingface_hub
Browse files- data/ppo_atari_hero_2026_01_06_182428/graph/ppo_atari_hero_t0_s1_session_graph_train_entropy_vs_frame.png +3 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s0_session_df_train.csv +73 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s0_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s0_session_metrics_train.json +530 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s1_session_df_eval.csv +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s1_session_df_train.csv +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s1_session_metrics_eval.json +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s1_session_metrics_scalar_eval.json +9 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s1_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s1_session_metrics_train.json +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_df_eval.csv +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_df_train.csv +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_metrics_eval.json +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_metrics_scalar_eval.json +9 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_metrics_train.json +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_df_eval.csv +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_df_train.csv +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_metrics_eval.json +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_metrics_scalar_eval.json +9 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_metrics_train.json +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_trial_metrics.json +0 -0
- data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_trial_metrics_scalar.json +11 -0
- data/ppo_atari_hero_2026_01_06_182428/log/ppo_atari_hero_t0.log +5 -0
- data/ppo_atari_hero_2026_01_06_182428/log/ppo_atari_hero_t0_s0.log +410 -0
- data/ppo_atari_hero_2026_01_06_182428/log/ppo_atari_hero_t0_s1.log +0 -0
- data/ppo_atari_hero_2026_01_06_182428/log/ppo_atari_hero_t0_s2.log +0 -0
- data/ppo_atari_hero_2026_01_06_182428/log/ppo_atari_hero_t0_s3.log +0 -0
- data/ppo_atari_hero_2026_01_06_182428/ppo_atari_hero_spec.json +135 -0
- data/ppo_atari_hero_2026_01_06_182428/ppo_atari_hero_t0_spec.json +135 -0
- data/ppo_atari_hero_2026_01_06_182428/ppo_atari_hero_t0_trial_metrics_scalar.json +11 -0
data/ppo_atari_hero_2026_01_06_182428/graph/ppo_atari_hero_t0_s1_session_graph_train_entropy_vs_frame.png
ADDED
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Git LFS Details
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s0_session_df_train.csv
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s0_session_metrics_scalar_train.json
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{
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"total_reward_ma": 4079.25830078125,
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"strength": 3334.00830078125,
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"max_strength": 6490.0,
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"final_strength": 6490.0,
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"sample_efficiency": 2.7601713554759044e-06,
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"training_efficiency": 0.00017426437989342958,
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"stability": 0.9852572083473206
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}
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s0_session_metrics_train.json
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|
| 6 |
+
"sample_efficiency": 3.2349873890780145e-07,
|
| 7 |
+
"training_efficiency": 2.0764187866006978e-05,
|
| 8 |
+
"stability": 0.998505711555481
|
| 9 |
+
}
|
data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s1_session_metrics_train.json
ADDED
|
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_df_eval.csv
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_df_train.csv
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_metrics_eval.json
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_metrics_scalar_eval.json
ADDED
|
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| 1 |
+
{
|
| 2 |
+
"total_reward_ma": 25142.76171875,
|
| 3 |
+
"strength": 16200.1484375,
|
| 4 |
+
"max_strength": 25238.19921875,
|
| 5 |
+
"final_strength": 25008.05078125,
|
| 6 |
+
"sample_efficiency": 2.701278845052002e-07,
|
| 7 |
+
"training_efficiency": 1.7295878933509812e-05,
|
| 8 |
+
"stability": 0.9975968599319458
|
| 9 |
+
}
|
data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_metrics_scalar_train.json
ADDED
|
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| 1 |
+
{
|
| 2 |
+
"total_reward_ma": 25142.76171875,
|
| 3 |
+
"strength": 16200.1484375,
|
| 4 |
+
"max_strength": 25238.19921875,
|
| 5 |
+
"final_strength": 25008.05078125,
|
| 6 |
+
"sample_efficiency": 2.701278845052002e-07,
|
| 7 |
+
"training_efficiency": 1.7295878933509812e-05,
|
| 8 |
+
"stability": 0.9975968599319458
|
| 9 |
+
}
|
data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s2_session_metrics_train.json
ADDED
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_df_eval.csv
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_df_train.csv
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_metrics_eval.json
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_metrics_scalar_eval.json
ADDED
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| 1 |
+
{
|
| 2 |
+
"total_reward_ma": 18928.34375,
|
| 3 |
+
"strength": 13625.8095703125,
|
| 4 |
+
"max_strength": 18854.55078125,
|
| 5 |
+
"final_strength": 18643.25,
|
| 6 |
+
"sample_efficiency": 2.996430339408107e-07,
|
| 7 |
+
"training_efficiency": 1.9136889022774994e-05,
|
| 8 |
+
"stability": 0.9979559183120728
|
| 9 |
+
}
|
data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_metrics_scalar_train.json
ADDED
|
@@ -0,0 +1,9 @@
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| 1 |
+
{
|
| 2 |
+
"total_reward_ma": 18928.34375,
|
| 3 |
+
"strength": 13625.8095703125,
|
| 4 |
+
"max_strength": 18854.55078125,
|
| 5 |
+
"final_strength": 18643.25,
|
| 6 |
+
"sample_efficiency": 2.996430339408107e-07,
|
| 7 |
+
"training_efficiency": 1.9136889022774994e-05,
|
| 8 |
+
"stability": 0.9979559183120728
|
| 9 |
+
}
|
data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_s3_session_metrics_train.json
ADDED
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_trial_metrics.json
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data/ppo_atari_hero_2026_01_06_182428/info/ppo_atari_hero_t0_trial_metrics_scalar.json
ADDED
|
@@ -0,0 +1,11 @@
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| 1 |
+
{
|
| 2 |
+
"frame": 10000000.0,
|
| 3 |
+
"total_reward_ma": 21052.26953125,
|
| 4 |
+
"strength": 14307.88671875,
|
| 5 |
+
"max_strength": 21114.599609375,
|
| 6 |
+
"final_strength": 20898.3671875,
|
| 7 |
+
"sample_efficiency": 2.9775654297736764e-07,
|
| 8 |
+
"training_efficiency": 1.9065651940763928e-05,
|
| 9 |
+
"stability": 0.9980195164680481,
|
| 10 |
+
"consistency": 0.6960936784744263
|
| 11 |
+
}
|
data/ppo_atari_hero_2026_01_06_182428/log/ppo_atari_hero_t0.log
ADDED
|
@@ -0,0 +1,5 @@
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|
| 1 |
+
2026-01-06 20:35:59 | INFO | PID:1593 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:21052.27 | strength:1.431e+04 | max_strength:2.111e+04 | final_strength:2.09e+04 | sample_efficiency:2.978e-07 | training_efficiency:1.907e-05 | stability:0.998 | consistency:0.6961
|
| 2 |
+
2026-01-06 20:35:59 | INFO | PID:1593 | slm_lab.lib.logger:info | Trial 0 done
|
| 3 |
+
2026-01-06 20:35:59 | INFO | PID:1593 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_hero_2026_01_06_182428
|
| 4 |
+
2026-01-06 20:35:59 | INFO | PID:1593 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB
|
| 5 |
+
2026-01-06 20:35:59 | INFO | PID:1593 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_hero_2026_01_06_182428 to SLM-Lab/benchmark-dev/data/ppo_atari_hero_2026_01_06_182428...
|
data/ppo_atari_hero_2026_01_06_182428/log/ppo_atari_hero_t0_s0.log
ADDED
|
@@ -0,0 +1,410 @@
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|
|
| 1 |
+
2026-01-06 18:24:32 | INFO | PID:1734 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
|
| 2 |
+
2026-01-06 18:24:54 | INFO | PID:1734 | slm_lab.lib.perf:log_perf_setup | Performance setup:
|
| 3 |
+
Platform: GPU NVIDIA GeForce RTX 3070 (compute 8.6)
|
| 4 |
+
• GPU cuDNN benchmark: enabled
|
| 5 |
+
• GPU memory management: enabled
|
| 6 |
+
• GPU TF32 acceleration: enabled
|
| 7 |
+
2026-01-06 18:24:54 | INFO | PID:1734 | slm_lab.lib.logger:info | PPO:
|
| 8 |
+
algorithm_spec:
|
| 9 |
+
name: PPO
|
| 10 |
+
action_pdtype: default
|
| 11 |
+
action_policy: default
|
| 12 |
+
explore_var_spec: null
|
| 13 |
+
gamma: 0.99
|
| 14 |
+
lam: 0.95
|
| 15 |
+
clip_eps_spec:
|
| 16 |
+
name: no_decay
|
| 17 |
+
start_val: 0.1
|
| 18 |
+
end_val: 0.1
|
| 19 |
+
start_step: 0
|
| 20 |
+
end_step: 0
|
| 21 |
+
entropy_coef_spec:
|
| 22 |
+
name: no_decay
|
| 23 |
+
start_val: 0.01
|
| 24 |
+
end_val: 0.01
|
| 25 |
+
start_step: 0
|
| 26 |
+
end_step: 0
|
| 27 |
+
val_loss_coef: 0.5
|
| 28 |
+
time_horizon: 128
|
| 29 |
+
minibatch_size: 256
|
| 30 |
+
training_epoch: 4
|
| 31 |
+
clip_vloss: true
|
| 32 |
+
name: PPO
|
| 33 |
+
memory_spec:
|
| 34 |
+
name: OnPolicyBatchReplay
|
| 35 |
+
action_pdtype: default
|
| 36 |
+
entropy_coef_spec:
|
| 37 |
+
name: no_decay
|
| 38 |
+
start_val: 0.01
|
| 39 |
+
end_val: 0.01
|
| 40 |
+
start_step: 0
|
| 41 |
+
end_step: 0
|
| 42 |
+
minibatch_size: 256
|
| 43 |
+
val_loss_coef: 0.5
|
| 44 |
+
normalize_v_targets: False
|
| 45 |
+
symlog_transform: False
|
| 46 |
+
clip_vloss: True
|
| 47 |
+
gamma: 0.99
|
| 48 |
+
lam: 0.95
|
| 49 |
+
clip_eps_spec:
|
| 50 |
+
name: no_decay
|
| 51 |
+
start_val: 0.1
|
| 52 |
+
end_val: 0.1
|
| 53 |
+
start_step: 0
|
| 54 |
+
end_step: 0
|
| 55 |
+
time_horizon: 128
|
| 56 |
+
training_epoch: 4
|
| 57 |
+
to_train: 0
|
| 58 |
+
training_frequency: 128
|
| 59 |
+
clip_eps: 0.1
|
| 60 |
+
shared: True
|
| 61 |
+
net: (device:cuda:0) ConvNet(
|
| 62 |
+
(conv_model): Sequential(
|
| 63 |
+
(0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4))
|
| 64 |
+
(1): ReLU()
|
| 65 |
+
(2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2))
|
| 66 |
+
(3): ReLU()
|
| 67 |
+
(4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1))
|
| 68 |
+
(5): ReLU()
|
| 69 |
+
)
|
| 70 |
+
(fc_model): Sequential(
|
| 71 |
+
(0): Linear(in_features=3136, out_features=512, bias=True)
|
| 72 |
+
(1): ReLU()
|
| 73 |
+
)
|
| 74 |
+
(tails): ModuleList(
|
| 75 |
+
(0): Sequential(
|
| 76 |
+
(0): Linear(in_features=512, out_features=18, bias=True)
|
| 77 |
+
)
|
| 78 |
+
(1): Sequential(
|
| 79 |
+
(0): Linear(in_features=512, out_features=1, bias=True)
|
| 80 |
+
)
|
| 81 |
+
)
|
| 82 |
+
(loss_fn): MSELoss()
|
| 83 |
+
)
|
| 84 |
+
net_names: ['net']
|
| 85 |
+
optim: AdamW (
|
| 86 |
+
Parameter Group 0
|
| 87 |
+
amsgrad: False
|
| 88 |
+
betas: (0.9, 0.999)
|
| 89 |
+
capturable: False
|
| 90 |
+
decoupled_weight_decay: True
|
| 91 |
+
differentiable: False
|
| 92 |
+
eps: 1e-05
|
| 93 |
+
foreach: None
|
| 94 |
+
fused: None
|
| 95 |
+
initial_lr: 0.00025
|
| 96 |
+
lr: 0.00025
|
| 97 |
+
maximize: False
|
| 98 |
+
weight_decay: 0.01
|
| 99 |
+
)
|
| 100 |
+
old_net: (device:cuda:0) ConvNet(
|
| 101 |
+
(conv_model): Sequential(
|
| 102 |
+
(0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4))
|
| 103 |
+
(1): ReLU()
|
| 104 |
+
(2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2))
|
| 105 |
+
(3): ReLU()
|
| 106 |
+
(4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1))
|
| 107 |
+
(5): ReLU()
|
| 108 |
+
)
|
| 109 |
+
(fc_model): Sequential(
|
| 110 |
+
(0): Linear(in_features=3136, out_features=512, bias=True)
|
| 111 |
+
(1): ReLU()
|
| 112 |
+
)
|
| 113 |
+
(tails): ModuleList(
|
| 114 |
+
(0): Sequential(
|
| 115 |
+
(0): Linear(in_features=512, out_features=18, bias=True)
|
| 116 |
+
)
|
| 117 |
+
(1): Sequential(
|
| 118 |
+
(0): Linear(in_features=512, out_features=1, bias=True)
|
| 119 |
+
)
|
| 120 |
+
)
|
| 121 |
+
(loss_fn): MSELoss()
|
| 122 |
+
)
|
| 123 |
+
2026-01-06 18:25:06 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 124 |
+
total_reward:233.46 total_reward_ma:233.46 loss:-0.02604 fps:322.6
|
| 125 |
+
frame:1.00e+04 wall_t:31 t:625 epi:nan
|
| 126 |
+
opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.743
|
| 127 |
+
2026-01-06 18:25:17 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 128 |
+
total_reward:380.00 total_reward_ma:306.73 loss:-0.02938 fps:487.8
|
| 129 |
+
frame:2.00e+04 wall_t:41 t:1250 epi:nan
|
| 130 |
+
opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.742
|
| 131 |
+
2026-01-06 18:25:26 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 132 |
+
total_reward:887.66 total_reward_ma:500.37 loss:0.597 fps:588.2
|
| 133 |
+
frame:3.00e+04 wall_t:51 t:1875 epi:nan
|
| 134 |
+
opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.798
|
| 135 |
+
2026-01-06 18:25:37 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 136 |
+
total_reward:1165.68 total_reward_ma:666.70 loss:2.446 fps:645.2
|
| 137 |
+
frame:4.00e+04 wall_t:62 t:2500 epi:nan
|
| 138 |
+
opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.783
|
| 139 |
+
2026-01-06 18:25:48 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 140 |
+
total_reward:1258.15 total_reward_ma:784.99 loss:2.895 fps:684.9
|
| 141 |
+
frame:5.00e+04 wall_t:73 t:3125 epi:nan
|
| 142 |
+
opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.683
|
| 143 |
+
2026-01-06 18:25:58 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 144 |
+
total_reward:1538.00 total_reward_ma:910.49 loss:0.5531 fps:722.9
|
| 145 |
+
frame:6.00e+04 wall_t:83 t:3750 epi:nan
|
| 146 |
+
opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.749
|
| 147 |
+
2026-01-06 18:26:07 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 148 |
+
total_reward:1962.65 total_reward_ma:1060.80 loss:1.708 fps:760.9
|
| 149 |
+
frame:7.00e+04 wall_t:92 t:4375 epi:nan
|
| 150 |
+
opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.679
|
| 151 |
+
2026-01-06 18:26:17 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 152 |
+
total_reward:2218.00 total_reward_ma:1205.45 loss:0.04387 fps:792.1
|
| 153 |
+
frame:8.00e+04 wall_t:101 t:5000 epi:nan
|
| 154 |
+
opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.747
|
| 155 |
+
2026-01-06 18:26:26 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 156 |
+
total_reward:2402.00 total_reward_ma:1338.40 loss:1.028 fps:818.2
|
| 157 |
+
frame:9.00e+04 wall_t:110 t:5625 epi:nan
|
| 158 |
+
opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.631
|
| 159 |
+
2026-01-06 18:26:36 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 160 |
+
total_reward:2562.75 total_reward_ma:1460.84 loss:1.238 fps:826.4
|
| 161 |
+
frame:1.00e+05 wall_t:121 t:6250 epi:nan
|
| 162 |
+
opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.631
|
| 163 |
+
2026-01-06 18:26:45 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 164 |
+
total_reward:2701.45 total_reward_ma:1573.62 loss:1.272 fps:846.2
|
| 165 |
+
frame:1.10e+05 wall_t:130 t:6875 epi:nan
|
| 166 |
+
opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.552
|
| 167 |
+
2026-01-06 18:26:55 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 168 |
+
total_reward:2654.75 total_reward_ma:1663.71 loss:1.762 fps:863.3
|
| 169 |
+
frame:1.20e+05 wall_t:139 t:7500 epi:nan
|
| 170 |
+
opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.467
|
| 171 |
+
2026-01-06 18:27:04 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 172 |
+
total_reward:2708.30 total_reward_ma:1744.07 loss:1.461 fps:872.5
|
| 173 |
+
frame:1.30e+05 wall_t:149 t:8125 epi:nan
|
| 174 |
+
opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.512
|
| 175 |
+
2026-01-06 18:27:13 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 176 |
+
total_reward:2673.95 total_reward_ma:1810.49 loss:1.206 fps:886.1
|
| 177 |
+
frame:1.40e+05 wall_t:158 t:8750 epi:nan
|
| 178 |
+
opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.399
|
| 179 |
+
2026-01-06 18:27:23 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 180 |
+
total_reward:2733.35 total_reward_ma:1872.01 loss:1.362 fps:892.9
|
| 181 |
+
frame:1.50e+05 wall_t:168 t:9375 epi:nan
|
| 182 |
+
opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.551
|
| 183 |
+
2026-01-06 18:27:33 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 184 |
+
total_reward:2802.90 total_reward_ma:1930.19 loss:0.4724 fps:904
|
| 185 |
+
frame:1.60e+05 wall_t:177 t:10000 epi:nan
|
| 186 |
+
opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.439
|
| 187 |
+
2026-01-06 18:27:42 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 188 |
+
total_reward:2929.35 total_reward_ma:1988.96 loss:0.6217 fps:909.1
|
| 189 |
+
frame:1.70e+05 wall_t:187 t:10625 epi:nan
|
| 190 |
+
opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.445
|
| 191 |
+
2026-01-06 18:27:51 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 192 |
+
total_reward:3270.90 total_reward_ma:2060.18 loss:0.7456 fps:918.4
|
| 193 |
+
frame:1.80e+05 wall_t:196 t:11250 epi:nan
|
| 194 |
+
opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.165
|
| 195 |
+
2026-01-06 18:28:01 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 196 |
+
total_reward:3378.50 total_reward_ma:2129.57 loss:0.6811 fps:922.3
|
| 197 |
+
frame:1.90e+05 wall_t:206 t:11875 epi:nan
|
| 198 |
+
opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.389
|
| 199 |
+
2026-01-06 18:28:12 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 200 |
+
total_reward:3653.45 total_reward_ma:2205.76 loss:0.3109 fps:921.7
|
| 201 |
+
frame:2.00e+05 wall_t:217 t:12500 epi:nan
|
| 202 |
+
opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.481
|
| 203 |
+
2026-01-06 18:28:23 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 204 |
+
total_reward:3843.20 total_reward_ma:2283.74 loss:0.5615 fps:925.1
|
| 205 |
+
frame:2.10e+05 wall_t:227 t:13125 epi:nan
|
| 206 |
+
opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.188
|
| 207 |
+
2026-01-06 18:28:33 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 208 |
+
total_reward:3840.60 total_reward_ma:2354.50 loss:0.1229 fps:928.3
|
| 209 |
+
frame:2.20e+05 wall_t:237 t:13750 epi:nan
|
| 210 |
+
opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.297
|
| 211 |
+
2026-01-06 18:28:42 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 212 |
+
total_reward:3767.40 total_reward_ma:2415.93 loss:1.005 fps:931.2
|
| 213 |
+
frame:2.30e+05 wall_t:247 t:14375 epi:nan
|
| 214 |
+
opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.36
|
| 215 |
+
2026-01-06 18:28:52 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 216 |
+
total_reward:3752.90 total_reward_ma:2471.64 loss:0.06258 fps:937.5
|
| 217 |
+
frame:2.40e+05 wall_t:256 t:15000 epi:nan
|
| 218 |
+
opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.151
|
| 219 |
+
2026-01-06 18:29:01 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 220 |
+
total_reward:3636.50 total_reward_ma:2518.23 loss:0.1986 fps:939.8
|
| 221 |
+
frame:2.50e+05 wall_t:266 t:15625 epi:nan
|
| 222 |
+
opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.23
|
| 223 |
+
2026-01-06 18:29:11 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 224 |
+
total_reward:3520.20 total_reward_ma:2556.77 loss:0.6319 fps:942
|
| 225 |
+
frame:2.60e+05 wall_t:276 t:16250 epi:nan
|
| 226 |
+
opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.279
|
| 227 |
+
2026-01-06 18:29:21 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 228 |
+
total_reward:3714.60 total_reward_ma:2599.65 loss:1.323 fps:944.1
|
| 229 |
+
frame:2.70e+05 wall_t:286 t:16875 epi:nan
|
| 230 |
+
opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.326
|
| 231 |
+
2026-01-06 18:29:32 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 232 |
+
total_reward:3919.95 total_reward_ma:2646.81 loss:0.6476 fps:945.9
|
| 233 |
+
frame:2.80e+05 wall_t:296 t:17500 epi:nan
|
| 234 |
+
opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.421
|
| 235 |
+
2026-01-06 18:29:43 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 236 |
+
total_reward:3838.60 total_reward_ma:2687.90 loss:1.011 fps:944.6
|
| 237 |
+
frame:2.90e+05 wall_t:307 t:18125 epi:nan
|
| 238 |
+
opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.102
|
| 239 |
+
2026-01-06 18:29:53 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 240 |
+
total_reward:3860.95 total_reward_ma:2727.01 loss:0.6062 fps:946.4
|
| 241 |
+
frame:3.00e+05 wall_t:317 t:18750 epi:nan
|
| 242 |
+
opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.262
|
| 243 |
+
2026-01-06 18:30:02 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 244 |
+
total_reward:3896.45 total_reward_ma:2764.73 loss:1.299 fps:948
|
| 245 |
+
frame:3.10e+05 wall_t:327 t:19375 epi:nan
|
| 246 |
+
opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.45
|
| 247 |
+
2026-01-06 18:30:11 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 248 |
+
total_reward:3704.65 total_reward_ma:2794.10 loss:1.381 fps:952.4
|
| 249 |
+
frame:3.20e+05 wall_t:336 t:20000 epi:nan
|
| 250 |
+
opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.264
|
| 251 |
+
2026-01-06 18:30:21 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 252 |
+
total_reward:3549.15 total_reward_ma:2816.98 loss:1.414 fps:956.5
|
| 253 |
+
frame:3.30e+05 wall_t:345 t:20625 epi:nan
|
| 254 |
+
opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.228
|
| 255 |
+
2026-01-06 18:30:31 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 256 |
+
total_reward:3529.55 total_reward_ma:2837.94 loss:2.636 fps:955.1
|
| 257 |
+
frame:3.40e+05 wall_t:356 t:21250 epi:nan
|
| 258 |
+
opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.303
|
| 259 |
+
2026-01-06 18:30:40 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 260 |
+
total_reward:3625.85 total_reward_ma:2860.45 loss:1.549 fps:958.9
|
| 261 |
+
frame:3.50e+05 wall_t:365 t:21875 epi:nan
|
| 262 |
+
opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.3
|
| 263 |
+
2026-01-06 18:30:49 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 264 |
+
total_reward:3715.25 total_reward_ma:2884.20 loss:1.421 fps:962.6
|
| 265 |
+
frame:3.60e+05 wall_t:374 t:22500 epi:nan
|
| 266 |
+
opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.362
|
| 267 |
+
2026-01-06 18:30:59 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 268 |
+
total_reward:3749.85 total_reward_ma:2907.59 loss:2.353 fps:963.5
|
| 269 |
+
frame:3.70e+05 wall_t:384 t:23125 epi:nan
|
| 270 |
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opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.326
|
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+
2026-01-06 18:31:10 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 272 |
+
total_reward:3812.85 total_reward_ma:2931.41 loss:2.62 fps:964.5
|
| 273 |
+
frame:3.80e+05 wall_t:394 t:23750 epi:nan
|
| 274 |
+
opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.192
|
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+
2026-01-06 18:31:20 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
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total_reward:3935.15 total_reward_ma:2957.15 loss:1.37 fps:963
|
| 277 |
+
frame:3.90e+05 wall_t:405 t:24375 epi:nan
|
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+
opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.31
|
| 279 |
+
2026-01-06 18:31:30 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 280 |
+
total_reward:4202.20 total_reward_ma:2988.28 loss:1.192 fps:963.9
|
| 281 |
+
frame:4.00e+05 wall_t:415 t:25000 epi:nan
|
| 282 |
+
opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.321
|
| 283 |
+
2026-01-06 18:31:40 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 284 |
+
total_reward:4242.60 total_reward_ma:3018.87 loss:1.601 fps:964.7
|
| 285 |
+
frame:4.10e+05 wall_t:425 t:25625 epi:nan
|
| 286 |
+
opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.181
|
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+
2026-01-06 18:31:49 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 288 |
+
total_reward:4562.25 total_reward_ma:3055.62 loss:1.023 fps:967.7
|
| 289 |
+
frame:4.20e+05 wall_t:434 t:26250 epi:nan
|
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+
opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.435
|
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+
2026-01-06 18:31:57 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
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+
total_reward:4869.60 total_reward_ma:3097.80 loss:0.7788 fps:972.9
|
| 293 |
+
frame:4.30e+05 wall_t:442 t:26875 epi:nan
|
| 294 |
+
opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.396
|
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+
2026-01-06 18:32:07 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
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+
total_reward:5058.85 total_reward_ma:3142.37 loss:0.9161 fps:973.5
|
| 297 |
+
frame:4.40e+05 wall_t:452 t:27500 epi:nan
|
| 298 |
+
opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.386
|
| 299 |
+
2026-01-06 18:32:17 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 300 |
+
total_reward:5371.65 total_reward_ma:3191.91 loss:0.5328 fps:976.1
|
| 301 |
+
frame:4.50e+05 wall_t:461 t:28125 epi:nan
|
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+
opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.31
|
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+
2026-01-06 18:32:26 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 304 |
+
total_reward:5290.60 total_reward_ma:3237.54 loss:1.297 fps:976.6
|
| 305 |
+
frame:4.60e+05 wall_t:471 t:28750 epi:nan
|
| 306 |
+
opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.34
|
| 307 |
+
2026-01-06 18:32:35 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 308 |
+
total_reward:5521.20 total_reward_ma:3286.12 loss:0.9517 fps:979.2
|
| 309 |
+
frame:4.70e+05 wall_t:480 t:29375 epi:nan
|
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+
opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.285
|
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+
2026-01-06 18:32:45 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 312 |
+
total_reward:5675.70 total_reward_ma:3335.91 loss:1.082 fps:979.6
|
| 313 |
+
frame:4.80e+05 wall_t:490 t:30000 epi:nan
|
| 314 |
+
opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.3
|
| 315 |
+
2026-01-06 18:32:55 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 316 |
+
total_reward:5714.10 total_reward_ma:3384.44 loss:0.6571 fps:980
|
| 317 |
+
frame:4.90e+05 wall_t:500 t:30625 epi:nan
|
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+
opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.269
|
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+
2026-01-06 18:33:04 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 320 |
+
total_reward:5930.50 total_reward_ma:3435.36 loss:1.248 fps:982.3
|
| 321 |
+
frame:5.00e+05 wall_t:509 t:31250 epi:nan
|
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+
opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.094
|
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+
2026-01-06 18:33:14 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 324 |
+
total_reward:5917.35 total_reward_ma:3484.03 loss:1.824 fps:984.6
|
| 325 |
+
frame:5.10e+05 wall_t:518 t:31875 epi:nan
|
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+
opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.991
|
| 327 |
+
2026-01-06 18:33:23 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 328 |
+
total_reward:6102.60 total_reward_ma:3534.39 loss:0.8793 fps:986.7
|
| 329 |
+
frame:5.20e+05 wall_t:527 t:32500 epi:nan
|
| 330 |
+
opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.196
|
| 331 |
+
2026-01-06 18:33:32 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 332 |
+
total_reward:6445.55 total_reward_ma:3589.31 loss:1.886 fps:987
|
| 333 |
+
frame:5.30e+05 wall_t:537 t:33125 epi:nan
|
| 334 |
+
opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.216
|
| 335 |
+
2026-01-06 18:33:41 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 336 |
+
total_reward:6243.25 total_reward_ma:3638.46 loss:0.6805 fps:989
|
| 337 |
+
frame:5.40e+05 wall_t:546 t:33750 epi:nan
|
| 338 |
+
opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.182
|
| 339 |
+
2026-01-06 18:33:51 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 340 |
+
total_reward:6004.05 total_reward_ma:3681.47 loss:0.7245 fps:989.2
|
| 341 |
+
frame:5.50e+05 wall_t:556 t:34375 epi:nan
|
| 342 |
+
opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.25
|
| 343 |
+
2026-01-06 18:34:01 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 344 |
+
total_reward:5678.45 total_reward_ma:3717.13 loss:0.3982 fps:989.4
|
| 345 |
+
frame:5.60e+05 wall_t:566 t:35000 epi:nan
|
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+
opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.441
|
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+
2026-01-06 18:34:10 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 348 |
+
total_reward:5418.70 total_reward_ma:3746.98 loss:0.7362 fps:991.3
|
| 349 |
+
frame:5.70e+05 wall_t:575 t:35625 epi:nan
|
| 350 |
+
opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.307
|
| 351 |
+
2026-01-06 18:34:20 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 352 |
+
total_reward:5081.45 total_reward_ma:3769.99 loss:2.304 fps:991.5
|
| 353 |
+
frame:5.80e+05 wall_t:585 t:36250 epi:nan
|
| 354 |
+
opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.439
|
| 355 |
+
2026-01-06 18:34:30 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 356 |
+
total_reward:4824.05 total_reward_ma:3787.86 loss:0.7347 fps:991.6
|
| 357 |
+
frame:5.90e+05 wall_t:595 t:36875 epi:nan
|
| 358 |
+
opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.448
|
| 359 |
+
2026-01-06 18:34:39 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 360 |
+
total_reward:4439.70 total_reward_ma:3798.72 loss:0.6832 fps:993.4
|
| 361 |
+
frame:6.00e+05 wall_t:604 t:37500 epi:nan
|
| 362 |
+
opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.329
|
| 363 |
+
2026-01-06 18:34:48 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 364 |
+
total_reward:4217.60 total_reward_ma:3805.59 loss:0.5064 fps:995.1
|
| 365 |
+
frame:6.10e+05 wall_t:613 t:38125 epi:nan
|
| 366 |
+
opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.504
|
| 367 |
+
2026-01-06 18:34:59 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 368 |
+
total_reward:3948.75 total_reward_ma:3807.90 loss:0.4243 fps:993.6
|
| 369 |
+
frame:6.20e+05 wall_t:624 t:38750 epi:nan
|
| 370 |
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opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.465
|
| 371 |
+
2026-01-06 18:35:09 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 372 |
+
total_reward:3989.05 total_reward_ma:3810.77 loss:0.6213 fps:993.7
|
| 373 |
+
frame:6.30e+05 wall_t:634 t:39375 epi:nan
|
| 374 |
+
opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.378
|
| 375 |
+
2026-01-06 18:35:20 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 376 |
+
total_reward:4199.10 total_reward_ma:3816.84 loss:0.8732 fps:993.8
|
| 377 |
+
frame:6.40e+05 wall_t:644 t:40000 epi:nan
|
| 378 |
+
opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.283
|
| 379 |
+
2026-01-06 18:35:27 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 380 |
+
total_reward:4675.90 total_reward_ma:3830.06 loss:0.2539 fps:996.9
|
| 381 |
+
frame:6.50e+05 wall_t:652 t:40625 epi:nan
|
| 382 |
+
opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.254
|
| 383 |
+
2026-01-06 18:35:36 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 384 |
+
total_reward:5295.35 total_reward_ma:3852.26 loss:0.5825 fps:1000
|
| 385 |
+
frame:6.60e+05 wall_t:660 t:41250 epi:nan
|
| 386 |
+
opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.095
|
| 387 |
+
2026-01-06 18:35:43 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 388 |
+
total_reward:5753.05 total_reward_ma:3880.63 loss:1.033 fps:1003
|
| 389 |
+
frame:6.70e+05 wall_t:668 t:41875 epi:nan
|
| 390 |
+
opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.214
|
| 391 |
+
2026-01-06 18:35:51 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 392 |
+
total_reward:6138.45 total_reward_ma:3913.83 loss:0.9368 fps:1006
|
| 393 |
+
frame:6.80e+05 wall_t:676 t:42500 epi:nan
|
| 394 |
+
opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.278
|
| 395 |
+
2026-01-06 18:35:58 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 396 |
+
total_reward:6437.85 total_reward_ma:3950.41 loss:0.1569 fps:1012
|
| 397 |
+
frame:6.90e+05 wall_t:682 t:43125 epi:nan
|
| 398 |
+
opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.148
|
| 399 |
+
2026-01-06 18:36:05 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 400 |
+
total_reward:6851.35 total_reward_ma:3991.85 loss:0.6396 fps:1016
|
| 401 |
+
frame:7.00e+05 wall_t:689 t:43750 epi:nan
|
| 402 |
+
opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.356
|
| 403 |
+
2026-01-06 18:36:12 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 404 |
+
total_reward:7041.60 total_reward_ma:4034.81 loss:0.114 fps:1020
|
| 405 |
+
frame:7.10e+05 wall_t:696 t:44375 epi:nan
|
| 406 |
+
opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.374
|
| 407 |
+
2026-01-06 18:36:20 | INFO | PID:1734 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_hero_t0_s0 [train]
|
| 408 |
+
total_reward:7235.25 total_reward_ma:4079.26 loss:0.8172 fps:1021
|
| 409 |
+
frame:7.20e+05 wall_t:705 t:45000 epi:nan
|
| 410 |
+
opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.238
|
data/ppo_atari_hero_2026_01_06_182428/log/ppo_atari_hero_t0_s1.log
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data/ppo_atari_hero_2026_01_06_182428/log/ppo_atari_hero_t0_s2.log
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data/ppo_atari_hero_2026_01_06_182428/log/ppo_atari_hero_t0_s3.log
ADDED
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data/ppo_atari_hero_2026_01_06_182428/ppo_atari_hero_spec.json
ADDED
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@@ -0,0 +1,135 @@
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+
{
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+
"agent": {
|
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+
"name": "PPO",
|
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+
"algorithm": {
|
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+
"name": "PPO",
|
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+
"action_pdtype": "default",
|
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+
"action_policy": "default",
|
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+
"explore_var_spec": null,
|
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+
"gamma": 0.99,
|
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+
"lam": 0.95,
|
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+
"clip_eps_spec": {
|
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+
"name": "no_decay",
|
| 13 |
+
"start_val": 0.1,
|
| 14 |
+
"end_val": 0.1,
|
| 15 |
+
"start_step": 0,
|
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|
data/ppo_atari_hero_2026_01_06_182428/ppo_atari_hero_t0_spec.json
ADDED
|
@@ -0,0 +1,135 @@
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data/ppo_atari_hero_2026_01_06_182428/ppo_atari_hero_t0_trial_metrics_scalar.json
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