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Browse files- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s0_session_df_train.csv +125 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s0_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s0_session_metrics_train.json +894 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s1_session_df_eval.csv +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s1_session_df_train.csv +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s1_session_metrics_eval.json +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s1_session_metrics_scalar_eval.json +9 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s1_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s1_session_metrics_train.json +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_df_eval.csv +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_df_train.csv +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_metrics_eval.json +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_metrics_scalar_eval.json +9 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_metrics_train.json +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_df_eval.csv +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_df_train.csv +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_metrics_eval.json +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_metrics_scalar_eval.json +9 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_metrics_scalar_train.json +9 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_metrics_train.json +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_trial_metrics.json +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_trial_metrics_scalar.json +11 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/log/ppo_atari_lam85_hero_t0.log +5 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/log/ppo_atari_lam85_hero_t0_s0.log +618 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/log/ppo_atari_lam85_hero_t0_s1.log +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/log/ppo_atari_lam85_hero_t0_s2.log +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/log/ppo_atari_lam85_hero_t0_s3.log +0 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/ppo_atari_lam85_hero_spec.json +113 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/ppo_atari_lam85_hero_t0_spec.json +113 -0
- data/ppo_atari_lam85_hero_2026_01_07_223619/ppo_atari_lam85_hero_t0_trial_metrics_scalar.json +11 -0
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s0_session_df_train.csv
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| 1 |
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total_reward,total_reward_ma,loss,fps,frame,wall_t,t,epi,opt_step,lr,clip_eps,entropy
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|
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| 119 |
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| 120 |
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10914.85,7660.555,0.09257455,982.65894,1190000.0,1211.0,74375.0,,18592.0,0.0002202528,0.1,1.9944813
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| 121 |
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11057.6,7742.0464,0.04634296,982.80096,1200000.0,1221.0,75000.0,,18720.0,0.000220048,0.1,1.6651602
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| 122 |
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11324.15,7825.3438,0.17734686,982.1429,1210000.0,1232.0,75625.0,,18880.0,0.000219792,0.1,2.0152268
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| 123 |
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11438.9,7907.7725,0.29667553,982.2866,1220000.0,1242.0,76250.0,,19040.0,0.000219536,0.1,1.9346371
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| 124 |
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11527.25,7988.9463,0.19159372,980.86127,1230000.0,1254.0,76875.0,,19200.0,0.00021928,0.1,1.7511312
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| 125 |
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11407.55,8068.2246,0.23484018,980.2372,1240000.0,1265.0,77500.0,,19360.0,0.000219024,0.1,1.8603356
|
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s0_session_metrics_scalar_train.json
ADDED
|
@@ -0,0 +1,9 @@
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| 1 |
+
{
|
| 2 |
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"total_reward_ma": 8068.224609375,
|
| 3 |
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"strength": 6141.697265625,
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"max_strength": 11381.7001953125,
|
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"final_strength": 10662.2998046875,
|
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"sample_efficiency": 1.3764473578703473e-06,
|
| 7 |
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"training_efficiency": 8.65756519488059e-05,
|
| 8 |
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"stability": 0.9918938279151917
|
| 9 |
+
}
|
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s0_session_metrics_train.json
ADDED
|
@@ -0,0 +1,894 @@
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data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s1_session_metrics_eval.json
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data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s1_session_metrics_scalar_eval.json
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data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s1_session_metrics_train.json
ADDED
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data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_df_eval.csv
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data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_df_train.csv
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data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_metrics_eval.json
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data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_metrics_scalar_eval.json
ADDED
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data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_metrics_scalar_train.json
ADDED
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|
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|
| 1 |
+
{
|
| 2 |
+
"total_reward_ma": 27361.25,
|
| 3 |
+
"strength": 16479.556640625,
|
| 4 |
+
"max_strength": 27127.05078125,
|
| 5 |
+
"final_strength": 27059.349609375,
|
| 6 |
+
"sample_efficiency": 2.405219845513784e-07,
|
| 7 |
+
"training_efficiency": 1.5319519661716186e-05,
|
| 8 |
+
"stability": 0.9980366230010986
|
| 9 |
+
}
|
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s2_session_metrics_train.json
ADDED
|
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|
|
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_df_eval.csv
ADDED
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|
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_df_train.csv
ADDED
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|
|
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_metrics_eval.json
ADDED
|
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|
|
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_metrics_scalar_eval.json
ADDED
|
@@ -0,0 +1,9 @@
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| 1 |
+
{
|
| 2 |
+
"total_reward_ma": 29678.57421875,
|
| 3 |
+
"strength": 19558.107421875,
|
| 4 |
+
"max_strength": 30450.150390625,
|
| 5 |
+
"final_strength": 30450.150390625,
|
| 6 |
+
"sample_efficiency": 2.754092349732673e-07,
|
| 7 |
+
"training_efficiency": 1.7725007637636736e-05,
|
| 8 |
+
"stability": 0.9981912970542908
|
| 9 |
+
}
|
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_metrics_scalar_train.json
ADDED
|
@@ -0,0 +1,9 @@
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| 1 |
+
{
|
| 2 |
+
"total_reward_ma": 29678.57421875,
|
| 3 |
+
"strength": 19558.107421875,
|
| 4 |
+
"max_strength": 30450.150390625,
|
| 5 |
+
"final_strength": 30450.150390625,
|
| 6 |
+
"sample_efficiency": 2.754092349732673e-07,
|
| 7 |
+
"training_efficiency": 1.7725007637636736e-05,
|
| 8 |
+
"stability": 0.9981912970542908
|
| 9 |
+
}
|
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_s3_session_metrics_train.json
ADDED
|
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|
|
|
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_trial_metrics.json
ADDED
|
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|
|
|
data/ppo_atari_lam85_hero_2026_01_07_223619/info/ppo_atari_lam85_hero_t0_trial_metrics_scalar.json
ADDED
|
@@ -0,0 +1,11 @@
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| 1 |
+
{
|
| 2 |
+
"frame": 10000000.0,
|
| 3 |
+
"total_reward_ma": 28237.849609375,
|
| 4 |
+
"strength": 17614.748046875,
|
| 5 |
+
"max_strength": 28508.318359375,
|
| 6 |
+
"final_strength": 28150.833984375,
|
| 7 |
+
"sample_efficiency": 2.635953251228784e-07,
|
| 8 |
+
"training_efficiency": 1.6880347175174393e-05,
|
| 9 |
+
"stability": 0.9982262253761292,
|
| 10 |
+
"consistency": 0.7728365659713745
|
| 11 |
+
}
|
data/ppo_atari_lam85_hero_2026_01_07_223619/log/ppo_atari_lam85_hero_t0.log
ADDED
|
@@ -0,0 +1,5 @@
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|
| 1 |
+
2026-01-08 00:51:31 | INFO | PID:1715 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:28237.85 | strength:1.761e+04 | max_strength:2.851e+04 | final_strength:2.815e+04 | sample_efficiency:2.636e-07 | training_efficiency:1.688e-05 | stability:0.9982 | consistency:0.7728
|
| 2 |
+
2026-01-08 00:51:31 | INFO | PID:1715 | slm_lab.lib.logger:info | Trial 0 done
|
| 3 |
+
2026-01-08 00:51:31 | INFO | PID:1715 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam85_hero_2026_01_07_223619
|
| 4 |
+
2026-01-08 00:51:31 | INFO | PID:1715 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB
|
| 5 |
+
2026-01-08 00:51:31 | INFO | PID:1715 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam85_hero_2026_01_07_223619 to SLM-Lab/benchmark-dev/data/ppo_atari_lam85_hero_2026_01_07_223619...
|
data/ppo_atari_lam85_hero_2026_01_07_223619/log/ppo_atari_lam85_hero_t0_s0.log
ADDED
|
@@ -0,0 +1,618 @@
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| 1 |
+
2026-01-07 22:36:23 | INFO | PID:1856 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
|
| 2 |
+
2026-01-07 22:36:47 | INFO | PID:1856 | 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 |
+
2026-01-07 22:36:47 | INFO | PID:1856 | 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: 0.85
|
| 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: 0.85
|
| 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 |
+
2026-01-07 22:36:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 124 |
+
total_reward:0.00 total_reward_ma:0.00 loss:-0.02886 fps:303
|
| 125 |
+
frame:1.00e+04 wall_t:33 t:625 epi:nan
|
| 126 |
+
opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.824
|
| 127 |
+
2026-01-07 22:37:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 128 |
+
total_reward:3.00 total_reward_ma:1.50 loss:-0.0348 fps:454.5
|
| 129 |
+
frame:2.00e+04 wall_t:44 t:1250 epi:nan
|
| 130 |
+
opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.836
|
| 131 |
+
2026-01-07 22:37:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 132 |
+
total_reward:33.91 total_reward_ma:12.30 loss:-0.03337 fps:555.6
|
| 133 |
+
frame:3.00e+04 wall_t:54 t:1875 epi:nan
|
| 134 |
+
opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.824
|
| 135 |
+
2026-01-07 22:37:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 136 |
+
total_reward:144.57 total_reward_ma:45.37 loss:0.1193 fps:625
|
| 137 |
+
frame:4.00e+04 wall_t:64 t:2500 epi:nan
|
| 138 |
+
opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.841
|
| 139 |
+
2026-01-07 22:37:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 140 |
+
total_reward:260.79 total_reward_ma:88.45 loss:-0.0318 fps:666.7
|
| 141 |
+
frame:5.00e+04 wall_t:75 t:3125 epi:nan
|
| 142 |
+
opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.825
|
| 143 |
+
2026-01-07 22:37:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 144 |
+
total_reward:471.45 total_reward_ma:152.29 loss:0.09844 fps:714.3
|
| 145 |
+
frame:6.00e+04 wall_t:84 t:3750 epi:nan
|
| 146 |
+
opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.799
|
| 147 |
+
2026-01-07 22:38:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 148 |
+
total_reward:764.40 total_reward_ma:239.73 loss:0.2366 fps:744.7
|
| 149 |
+
frame:7.00e+04 wall_t:94 t:4375 epi:nan
|
| 150 |
+
opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.791
|
| 151 |
+
2026-01-07 22:38:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 152 |
+
total_reward:1270.95 total_reward_ma:368.63 loss:0.1774 fps:769.2
|
| 153 |
+
frame:8.00e+04 wall_t:104 t:5000 epi:nan
|
| 154 |
+
opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.717
|
| 155 |
+
2026-01-07 22:38:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 156 |
+
total_reward:1769.60 total_reward_ma:524.30 loss:0.1851 fps:796.5
|
| 157 |
+
frame:9.00e+04 wall_t:113 t:5625 epi:nan
|
| 158 |
+
opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.742
|
| 159 |
+
2026-01-07 22:38:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 160 |
+
total_reward:2127.20 total_reward_ma:684.59 loss:0.4449 fps:819.7
|
| 161 |
+
frame:1.00e+05 wall_t:122 t:6250 epi:nan
|
| 162 |
+
opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.601
|
| 163 |
+
2026-01-07 22:38:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 164 |
+
total_reward:2326.90 total_reward_ma:833.89 loss:0.4008 fps:833.3
|
| 165 |
+
frame:1.10e+05 wall_t:132 t:6875 epi:nan
|
| 166 |
+
opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.517
|
| 167 |
+
2026-01-07 22:38:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 168 |
+
total_reward:2506.70 total_reward_ma:973.29 loss:0.1283 fps:845.1
|
| 169 |
+
frame:1.20e+05 wall_t:142 t:7500 epi:nan
|
| 170 |
+
opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.606
|
| 171 |
+
2026-01-07 22:38:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 172 |
+
total_reward:2681.00 total_reward_ma:1104.65 loss:0.4768 fps:849.7
|
| 173 |
+
frame:1.30e+05 wall_t:153 t:8125 epi:nan
|
| 174 |
+
opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.387
|
| 175 |
+
2026-01-07 22:39:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 176 |
+
total_reward:2765.05 total_reward_ma:1223.25 loss:0.2322 fps:858.9
|
| 177 |
+
frame:1.40e+05 wall_t:163 t:8750 epi:nan
|
| 178 |
+
opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.651
|
| 179 |
+
2026-01-07 22:39:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 180 |
+
total_reward:2784.30 total_reward_ma:1327.32 loss:0.2138 fps:862.1
|
| 181 |
+
frame:1.50e+05 wall_t:174 t:9375 epi:nan
|
| 182 |
+
opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.463
|
| 183 |
+
2026-01-07 22:39:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 184 |
+
total_reward:2766.45 total_reward_ma:1417.27 loss:0.3677 fps:864.9
|
| 185 |
+
frame:1.60e+05 wall_t:185 t:10000 epi:nan
|
| 186 |
+
opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.526
|
| 187 |
+
2026-01-07 22:39:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 188 |
+
total_reward:2815.85 total_reward_ma:1499.54 loss:0.694 fps:876.3
|
| 189 |
+
frame:1.70e+05 wall_t:194 t:10625 epi:nan
|
| 190 |
+
opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.404
|
| 191 |
+
2026-01-07 22:39:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 192 |
+
total_reward:2855.35 total_reward_ma:1574.86 loss:0.669 fps:882.4
|
| 193 |
+
frame:1.80e+05 wall_t:204 t:11250 epi:nan
|
| 194 |
+
opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.206
|
| 195 |
+
2026-01-07 22:39:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 196 |
+
total_reward:2823.05 total_reward_ma:1640.55 loss:0.2147 fps:892
|
| 197 |
+
frame:1.90e+05 wall_t:213 t:11875 epi:nan
|
| 198 |
+
opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.337
|
| 199 |
+
2026-01-07 22:40:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 200 |
+
total_reward:2908.45 total_reward_ma:1703.95 loss:0.1521 fps:892.9
|
| 201 |
+
frame:2.00e+05 wall_t:224 t:12500 epi:nan
|
| 202 |
+
opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.467
|
| 203 |
+
2026-01-07 22:40:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 204 |
+
total_reward:2994.45 total_reward_ma:1765.40 loss:0.242 fps:901.3
|
| 205 |
+
frame:2.10e+05 wall_t:233 t:13125 epi:nan
|
| 206 |
+
opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.287
|
| 207 |
+
2026-01-07 22:40:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 208 |
+
total_reward:3195.95 total_reward_ma:1830.43 loss:0.1666 fps:901.6
|
| 209 |
+
frame:2.20e+05 wall_t:244 t:13750 epi:nan
|
| 210 |
+
opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.361
|
| 211 |
+
2026-01-07 22:40:39 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 212 |
+
total_reward:3409.85 total_reward_ma:1899.10 loss:0.3089 fps:909.1
|
| 213 |
+
frame:2.30e+05 wall_t:253 t:14375 epi:nan
|
| 214 |
+
opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.464
|
| 215 |
+
2026-01-07 22:40:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 216 |
+
total_reward:3479.80 total_reward_ma:1964.96 loss:0.2343 fps:912.5
|
| 217 |
+
frame:2.40e+05 wall_t:263 t:15000 epi:nan
|
| 218 |
+
opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.221
|
| 219 |
+
2026-01-07 22:40:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 220 |
+
total_reward:3833.90 total_reward_ma:2039.72 loss:0.1344 fps:915.8
|
| 221 |
+
frame:2.50e+05 wall_t:273 t:15625 epi:nan
|
| 222 |
+
opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.443
|
| 223 |
+
2026-01-07 22:41:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 224 |
+
total_reward:3824.40 total_reward_ma:2108.36 loss:0.09348 fps:922
|
| 225 |
+
frame:2.60e+05 wall_t:282 t:16250 epi:nan
|
| 226 |
+
opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.374
|
| 227 |
+
2026-01-07 22:41:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 228 |
+
total_reward:3768.55 total_reward_ma:2169.85 loss:0.06088 fps:924.7
|
| 229 |
+
frame:2.70e+05 wall_t:292 t:16875 epi:nan
|
| 230 |
+
opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.239
|
| 231 |
+
2026-01-07 22:41:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 232 |
+
total_reward:3898.10 total_reward_ma:2231.57 loss:0.2319 fps:927.2
|
| 233 |
+
frame:2.80e+05 wall_t:302 t:17500 epi:nan
|
| 234 |
+
opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.253
|
| 235 |
+
2026-01-07 22:41:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 236 |
+
total_reward:3878.20 total_reward_ma:2288.35 loss:0.1421 fps:929.5
|
| 237 |
+
frame:2.90e+05 wall_t:312 t:18125 epi:nan
|
| 238 |
+
opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.436
|
| 239 |
+
2026-01-07 22:41:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 240 |
+
total_reward:3851.90 total_reward_ma:2340.47 loss:0.1631 fps:934.6
|
| 241 |
+
frame:3.00e+05 wall_t:321 t:18750 epi:nan
|
| 242 |
+
opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.513
|
| 243 |
+
2026-01-07 22:41:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 244 |
+
total_reward:4214.50 total_reward_ma:2400.92 loss:0.1755 fps:936.6
|
| 245 |
+
frame:3.10e+05 wall_t:331 t:19375 epi:nan
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opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.355
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2026-01-07 22:42:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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total_reward:4266.90 total_reward_ma:2459.23 loss:0.3486 fps:935.7
|
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frame:3.20e+05 wall_t:342 t:20000 epi:nan
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opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.42
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2026-01-07 22:42:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
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total_reward:4334.30 total_reward_ma:2516.05 loss:0.3362 fps:937.5
|
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+
frame:3.30e+05 wall_t:352 t:20625 epi:nan
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opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.421
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2026-01-07 22:42:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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total_reward:4472.00 total_reward_ma:2573.58 loss:0.1906 fps:939.2
|
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+
frame:3.40e+05 wall_t:362 t:21250 epi:nan
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opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.173
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2026-01-07 22:42:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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total_reward:4556.05 total_reward_ma:2630.22 loss:0.2593 fps:940.9
|
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+
frame:3.50e+05 wall_t:372 t:21875 epi:nan
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+
opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.349
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2026-01-07 22:42:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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+
total_reward:4520.60 total_reward_ma:2682.73 loss:0.128 fps:942.4
|
| 265 |
+
frame:3.60e+05 wall_t:382 t:22500 epi:nan
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+
opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.435
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2026-01-07 22:42:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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total_reward:4559.50 total_reward_ma:2733.46 loss:0.4894 fps:943.9
|
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+
frame:3.70e+05 wall_t:392 t:23125 epi:nan
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+
opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.25
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2026-01-07 22:43:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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total_reward:4871.70 total_reward_ma:2789.73 loss:0.2701 fps:942.9
|
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+
frame:3.80e+05 wall_t:403 t:23750 epi:nan
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+
opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.353
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+
2026-01-07 22:43:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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total_reward:5094.90 total_reward_ma:2848.83 loss:0.1547 fps:946.6
|
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+
frame:3.90e+05 wall_t:412 t:24375 epi:nan
|
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+
opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.387
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+
2026-01-07 22:43:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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+
total_reward:5247.40 total_reward_ma:2908.80 loss:0.4039 fps:945.6
|
| 281 |
+
frame:4.00e+05 wall_t:423 t:25000 epi:nan
|
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+
opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.322
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+
2026-01-07 22:43:39 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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+
total_reward:5440.15 total_reward_ma:2970.54 loss:0.4105 fps:946.9
|
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+
frame:4.10e+05 wall_t:433 t:25625 epi:nan
|
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+
opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.405
|
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+
2026-01-07 22:43:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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+
total_reward:5656.65 total_reward_ma:3034.49 loss:0.6673 fps:948.1
|
| 289 |
+
frame:4.20e+05 wall_t:443 t:26250 epi:nan
|
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+
opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.248
|
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+
2026-01-07 22:43:58 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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+
total_reward:5883.55 total_reward_ma:3100.75 loss:0.3492 fps:951.3
|
| 293 |
+
frame:4.30e+05 wall_t:452 t:26875 epi:nan
|
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+
opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.21
|
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+
2026-01-07 22:44:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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+
total_reward:6136.95 total_reward_ma:3169.75 loss:0.5204 fps:948.3
|
| 297 |
+
frame:4.40e+05 wall_t:464 t:27500 epi:nan
|
| 298 |
+
opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.183
|
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+
2026-01-07 22:44:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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+
total_reward:6249.55 total_reward_ma:3238.19 loss:0.4491 fps:949.4
|
| 301 |
+
frame:4.50e+05 wall_t:474 t:28125 epi:nan
|
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+
opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.226
|
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+
2026-01-07 22:44:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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+
total_reward:6306.60 total_reward_ma:3304.90 loss:0.2864 fps:950.4
|
| 305 |
+
frame:4.60e+05 wall_t:484 t:28750 epi:nan
|
| 306 |
+
opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.315
|
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+
2026-01-07 22:44:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 308 |
+
total_reward:6463.15 total_reward_ma:3372.10 loss:0.2392 fps:951.4
|
| 309 |
+
frame:4.70e+05 wall_t:494 t:29375 epi:nan
|
| 310 |
+
opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.278
|
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+
2026-01-07 22:44:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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+
total_reward:6524.70 total_reward_ma:3437.78 loss:0.2642 fps:952.4
|
| 313 |
+
frame:4.80e+05 wall_t:504 t:30000 epi:nan
|
| 314 |
+
opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.223
|
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+
2026-01-07 22:45:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
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+
total_reward:6242.40 total_reward_ma:3495.01 loss:0.3384 fps:953.3
|
| 317 |
+
frame:4.90e+05 wall_t:514 t:30625 epi:nan
|
| 318 |
+
opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.243
|
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+
2026-01-07 22:45:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 320 |
+
total_reward:6261.00 total_reward_ma:3550.33 loss:0.3062 fps:956
|
| 321 |
+
frame:5.00e+05 wall_t:523 t:31250 epi:nan
|
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+
opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.225
|
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+
2026-01-07 22:45:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 324 |
+
total_reward:5883.50 total_reward_ma:3596.08 loss:0.2901 fps:956.8
|
| 325 |
+
frame:5.10e+05 wall_t:533 t:31875 epi:nan
|
| 326 |
+
opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.182
|
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+
2026-01-07 22:45:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 328 |
+
total_reward:5712.00 total_reward_ma:3636.77 loss:0.05014 fps:959.4
|
| 329 |
+
frame:5.20e+05 wall_t:542 t:32500 epi:nan
|
| 330 |
+
opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.271
|
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+
2026-01-07 22:45:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 332 |
+
total_reward:5466.55 total_reward_ma:3671.30 loss:0.007911 fps:961.9
|
| 333 |
+
frame:5.30e+05 wall_t:551 t:33125 epi:nan
|
| 334 |
+
opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.456
|
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+
2026-01-07 22:45:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 336 |
+
total_reward:4928.55 total_reward_ma:3694.58 loss:0.01711 fps:962.6
|
| 337 |
+
frame:5.40e+05 wall_t:561 t:33750 epi:nan
|
| 338 |
+
opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.34
|
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+
2026-01-07 22:45:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 340 |
+
total_reward:4524.10 total_reward_ma:3709.66 loss:0.5198 fps:963.2
|
| 341 |
+
frame:5.50e+05 wall_t:571 t:34375 epi:nan
|
| 342 |
+
opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.099
|
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+
2026-01-07 22:46:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 344 |
+
total_reward:4722.60 total_reward_ma:3727.75 loss:0.2745 fps:963.9
|
| 345 |
+
frame:5.60e+05 wall_t:581 t:35000 epi:nan
|
| 346 |
+
opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.13
|
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+
2026-01-07 22:46:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 348 |
+
total_reward:4710.45 total_reward_ma:3744.99 loss:0.3073 fps:964.5
|
| 349 |
+
frame:5.70e+05 wall_t:591 t:35625 epi:nan
|
| 350 |
+
opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.909
|
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+
2026-01-07 22:46:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 352 |
+
total_reward:4913.40 total_reward_ma:3765.13 loss:0.2423 fps:965.1
|
| 353 |
+
frame:5.80e+05 wall_t:601 t:36250 epi:nan
|
| 354 |
+
opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.129
|
| 355 |
+
2026-01-07 22:46:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 356 |
+
total_reward:5320.25 total_reward_ma:3791.49 loss:0.3735 fps:965.6
|
| 357 |
+
frame:5.90e+05 wall_t:611 t:36875 epi:nan
|
| 358 |
+
opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.132
|
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+
2026-01-07 22:46:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 360 |
+
total_reward:6231.45 total_reward_ma:3832.16 loss:0.2557 fps:966.2
|
| 361 |
+
frame:6.00e+05 wall_t:621 t:37500 epi:nan
|
| 362 |
+
opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2
|
| 363 |
+
2026-01-07 22:46:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 364 |
+
total_reward:6510.40 total_reward_ma:3876.06 loss:0.1863 fps:966.7
|
| 365 |
+
frame:6.10e+05 wall_t:631 t:38125 epi:nan
|
| 366 |
+
opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.263
|
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+
2026-01-07 22:47:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 368 |
+
total_reward:6962.40 total_reward_ma:3925.84 loss:0.1333 fps:965.7
|
| 369 |
+
frame:6.20e+05 wall_t:642 t:38750 epi:nan
|
| 370 |
+
opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.131
|
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+
2026-01-07 22:47:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 372 |
+
total_reward:7331.65 total_reward_ma:3979.90 loss:0.2408 fps:964.8
|
| 373 |
+
frame:6.30e+05 wall_t:653 t:39375 epi:nan
|
| 374 |
+
opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.995
|
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+
2026-01-07 22:47:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 376 |
+
total_reward:7383.10 total_reward_ma:4033.08 loss:0.3832 fps:965.3
|
| 377 |
+
frame:6.40e+05 wall_t:663 t:40000 epi:nan
|
| 378 |
+
opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.05
|
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+
2026-01-07 22:47:39 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 380 |
+
total_reward:7760.85 total_reward_ma:4090.43 loss:0.4364 fps:965.8
|
| 381 |
+
frame:6.50e+05 wall_t:673 t:40625 epi:nan
|
| 382 |
+
opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.872
|
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+
2026-01-07 22:47:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 384 |
+
total_reward:7945.90 total_reward_ma:4148.84 loss:0.4479 fps:966.3
|
| 385 |
+
frame:6.60e+05 wall_t:683 t:41250 epi:nan
|
| 386 |
+
opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.849
|
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+
2026-01-07 22:48:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 388 |
+
total_reward:7545.00 total_reward_ma:4199.53 loss:0.3642 fps:965.4
|
| 389 |
+
frame:6.70e+05 wall_t:694 t:41875 epi:nan
|
| 390 |
+
opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.763
|
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+
2026-01-07 22:48:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 392 |
+
total_reward:7604.75 total_reward_ma:4249.61 loss:0.6723 fps:965.9
|
| 393 |
+
frame:6.80e+05 wall_t:704 t:42500 epi:nan
|
| 394 |
+
opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.002
|
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+
2026-01-07 22:48:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 396 |
+
total_reward:7727.70 total_reward_ma:4300.02 loss:0.06352 fps:967.7
|
| 397 |
+
frame:6.90e+05 wall_t:713 t:43125 epi:nan
|
| 398 |
+
opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.258
|
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+
2026-01-07 22:48:28 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 400 |
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total_reward:7930.95 total_reward_ma:4351.89 loss:0.2922 fps:969.5
|
| 401 |
+
frame:7.00e+05 wall_t:722 t:43750 epi:nan
|
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+
opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.214
|
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+
2026-01-07 22:48:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 404 |
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total_reward:8092.95 total_reward_ma:4404.58 loss:0.4995 fps:969.9
|
| 405 |
+
frame:7.10e+05 wall_t:732 t:44375 epi:nan
|
| 406 |
+
opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.139
|
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+
2026-01-07 22:48:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 408 |
+
total_reward:8382.35 total_reward_ma:4459.83 loss:0.1821 fps:970.4
|
| 409 |
+
frame:7.20e+05 wall_t:742 t:45000 epi:nan
|
| 410 |
+
opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.949
|
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+
2026-01-07 22:48:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 412 |
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total_reward:8439.15 total_reward_ma:4514.34 loss:0.2402 fps:972
|
| 413 |
+
frame:7.30e+05 wall_t:751 t:45625 epi:nan
|
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+
opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.025
|
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+
2026-01-07 22:49:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 416 |
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total_reward:8530.90 total_reward_ma:4568.61 loss:0.3707 fps:972.4
|
| 417 |
+
frame:7.40e+05 wall_t:761 t:46250 epi:nan
|
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+
opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.95
|
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+
2026-01-07 22:49:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 420 |
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total_reward:8452.95 total_reward_ma:4620.41 loss:0.425 fps:972.8
|
| 421 |
+
frame:7.50e+05 wall_t:771 t:46875 epi:nan
|
| 422 |
+
opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.835
|
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+
2026-01-07 22:49:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 424 |
+
total_reward:8673.70 total_reward_ma:4673.74 loss:0.3668 fps:973.1
|
| 425 |
+
frame:7.60e+05 wall_t:781 t:47500 epi:nan
|
| 426 |
+
opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.018
|
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+
2026-01-07 22:49:36 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 428 |
+
total_reward:8571.95 total_reward_ma:4724.36 loss:0.5047 fps:974.7
|
| 429 |
+
frame:7.70e+05 wall_t:790 t:48125 epi:nan
|
| 430 |
+
opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.341
|
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+
2026-01-07 22:49:46 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 432 |
+
total_reward:8932.75 total_reward_ma:4778.32 loss:0.243 fps:975
|
| 433 |
+
frame:7.80e+05 wall_t:800 t:48750 epi:nan
|
| 434 |
+
opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.084
|
| 435 |
+
2026-01-07 22:49:55 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 436 |
+
total_reward:8710.55 total_reward_ma:4828.09 loss:0.1094 fps:976.5
|
| 437 |
+
frame:7.90e+05 wall_t:809 t:49375 epi:nan
|
| 438 |
+
opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.094
|
| 439 |
+
2026-01-07 22:50:04 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 440 |
+
total_reward:8615.00 total_reward_ma:4875.43 loss:0.3223 fps:978
|
| 441 |
+
frame:8.00e+05 wall_t:818 t:50000 epi:nan
|
| 442 |
+
opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.94
|
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+
2026-01-07 22:50:14 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 444 |
+
total_reward:8776.50 total_reward_ma:4923.59 loss:0.4728 fps:978.3
|
| 445 |
+
frame:8.10e+05 wall_t:828 t:50625 epi:nan
|
| 446 |
+
opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.979
|
| 447 |
+
2026-01-07 22:50:25 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 448 |
+
total_reward:8574.80 total_reward_ma:4968.12 loss:0.2935 fps:977.4
|
| 449 |
+
frame:8.20e+05 wall_t:839 t:51250 epi:nan
|
| 450 |
+
opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.079
|
| 451 |
+
2026-01-07 22:50:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 452 |
+
total_reward:8583.25 total_reward_ma:5011.67 loss:0.3126 fps:975.3
|
| 453 |
+
frame:8.30e+05 wall_t:851 t:51875 epi:nan
|
| 454 |
+
opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.812
|
| 455 |
+
2026-01-07 22:50:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 456 |
+
total_reward:8763.35 total_reward_ma:5056.34 loss:0.2847 fps:975.6
|
| 457 |
+
frame:8.40e+05 wall_t:861 t:52500 epi:nan
|
| 458 |
+
opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.207
|
| 459 |
+
2026-01-07 22:50:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 460 |
+
total_reward:8699.00 total_reward_ma:5099.19 loss:0.2963 fps:975.9
|
| 461 |
+
frame:8.50e+05 wall_t:871 t:53125 epi:nan
|
| 462 |
+
opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.187
|
| 463 |
+
2026-01-07 22:51:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 464 |
+
total_reward:8801.30 total_reward_ma:5142.24 loss:0.2165 fps:976.2
|
| 465 |
+
frame:8.60e+05 wall_t:881 t:53750 epi:nan
|
| 466 |
+
opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.893
|
| 467 |
+
2026-01-07 22:51:18 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 468 |
+
total_reward:8660.00 total_reward_ma:5182.67 loss:0.2585 fps:974.2
|
| 469 |
+
frame:8.70e+05 wall_t:893 t:54375 epi:nan
|
| 470 |
+
opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.018
|
| 471 |
+
2026-01-07 22:51:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 472 |
+
total_reward:9104.65 total_reward_ma:5227.24 loss:0.1731 fps:973.5
|
| 473 |
+
frame:8.80e+05 wall_t:904 t:55000 epi:nan
|
| 474 |
+
opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.261
|
| 475 |
+
2026-01-07 22:51:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 476 |
+
total_reward:9331.35 total_reward_ma:5273.35 loss:0.1742 fps:973.7
|
| 477 |
+
frame:8.90e+05 wall_t:914 t:55625 epi:nan
|
| 478 |
+
opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.133
|
| 479 |
+
2026-01-07 22:51:50 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 480 |
+
total_reward:9764.30 total_reward_ma:5323.25 loss:0.3365 fps:974
|
| 481 |
+
frame:9.00e+05 wall_t:924 t:56250 epi:nan
|
| 482 |
+
opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.964
|
| 483 |
+
2026-01-07 22:52:01 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 484 |
+
total_reward:10028.55 total_reward_ma:5374.96 loss:0.2973 fps:973.3
|
| 485 |
+
frame:9.10e+05 wall_t:935 t:56875 epi:nan
|
| 486 |
+
opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.894
|
| 487 |
+
2026-01-07 22:52:12 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 488 |
+
total_reward:10670.80 total_reward_ma:5432.52 loss:0.2771 fps:972.5
|
| 489 |
+
frame:9.20e+05 wall_t:946 t:57500 epi:nan
|
| 490 |
+
opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.028
|
| 491 |
+
2026-01-07 22:52:22 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 492 |
+
total_reward:10881.15 total_reward_ma:5491.11 loss:0.2969 fps:972.8
|
| 493 |
+
frame:9.30e+05 wall_t:956 t:58125 epi:nan
|
| 494 |
+
opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.049
|
| 495 |
+
2026-01-07 22:52:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 496 |
+
total_reward:11145.60 total_reward_ma:5551.27 loss:0.1098 fps:974.1
|
| 497 |
+
frame:9.40e+05 wall_t:965 t:58750 epi:nan
|
| 498 |
+
opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.171
|
| 499 |
+
2026-01-07 22:52:41 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 500 |
+
total_reward:11507.90 total_reward_ma:5613.97 loss:0.07882 fps:974.4
|
| 501 |
+
frame:9.50e+05 wall_t:975 t:59375 epi:nan
|
| 502 |
+
opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.057
|
| 503 |
+
2026-01-07 22:52:51 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 504 |
+
total_reward:11632.95 total_reward_ma:5676.67 loss:0.2398 fps:974.6
|
| 505 |
+
frame:9.60e+05 wall_t:985 t:60000 epi:nan
|
| 506 |
+
opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.004
|
| 507 |
+
2026-01-07 22:53:00 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 508 |
+
total_reward:12070.30 total_reward_ma:5742.58 loss:0.2142 fps:975.9
|
| 509 |
+
frame:9.70e+05 wall_t:994 t:60625 epi:nan
|
| 510 |
+
opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.895
|
| 511 |
+
2026-01-07 22:53:10 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 512 |
+
total_reward:12075.05 total_reward_ma:5807.20 loss:0.2249 fps:976.1
|
| 513 |
+
frame:9.80e+05 wall_t:1004 t:61250 epi:nan
|
| 514 |
+
opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.164
|
| 515 |
+
2026-01-07 22:53:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 516 |
+
total_reward:12126.95 total_reward_ma:5871.03 loss:0.2646 fps:976.3
|
| 517 |
+
frame:9.90e+05 wall_t:1014 t:61875 epi:nan
|
| 518 |
+
opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.92
|
| 519 |
+
2026-01-07 22:53:30 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 520 |
+
total_reward:11877.10 total_reward_ma:5931.09 loss:0.1132 fps:976.6
|
| 521 |
+
frame:1.00e+06 wall_t:1024 t:62500 epi:nan
|
| 522 |
+
opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.058
|
| 523 |
+
2026-01-07 22:53:40 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 524 |
+
total_reward:11778.55 total_reward_ma:6048.88 loss:0.198 fps:976.8
|
| 525 |
+
frame:1.01e+06 wall_t:1034 t:63125 epi:nan
|
| 526 |
+
opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.876
|
| 527 |
+
2026-01-07 22:53:49 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 528 |
+
total_reward:11472.05 total_reward_ma:6163.57 loss:0.1687 fps:977.9
|
| 529 |
+
frame:1.02e+06 wall_t:1043 t:63750 epi:nan
|
| 530 |
+
opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.003
|
| 531 |
+
2026-01-07 22:53:59 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 532 |
+
total_reward:11148.30 total_reward_ma:6274.71 loss:0.2755 fps:978.2
|
| 533 |
+
frame:1.03e+06 wall_t:1053 t:64375 epi:nan
|
| 534 |
+
opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.868
|
| 535 |
+
2026-01-07 22:54:09 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 536 |
+
total_reward:10951.65 total_reward_ma:6382.78 loss:0.1983 fps:978.4
|
| 537 |
+
frame:1.04e+06 wall_t:1063 t:65000 epi:nan
|
| 538 |
+
opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.873
|
| 539 |
+
2026-01-07 22:54:19 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 540 |
+
total_reward:10631.70 total_reward_ma:6486.49 loss:0.1451 fps:978.6
|
| 541 |
+
frame:1.05e+06 wall_t:1073 t:65625 epi:nan
|
| 542 |
+
opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.888
|
| 543 |
+
2026-01-07 22:54:29 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 544 |
+
total_reward:10346.20 total_reward_ma:6585.24 loss:0.3274 fps:978.8
|
| 545 |
+
frame:1.06e+06 wall_t:1083 t:66250 epi:nan
|
| 546 |
+
opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.031
|
| 547 |
+
2026-01-07 22:54:38 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 548 |
+
total_reward:10152.60 total_reward_ma:6679.12 loss:0.08862 fps:979.9
|
| 549 |
+
frame:1.07e+06 wall_t:1092 t:66875 epi:nan
|
| 550 |
+
opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.001
|
| 551 |
+
2026-01-07 22:54:48 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 552 |
+
total_reward:10124.15 total_reward_ma:6767.65 loss:0.245 fps:980
|
| 553 |
+
frame:1.08e+06 wall_t:1102 t:67500 epi:nan
|
| 554 |
+
opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.935
|
| 555 |
+
2026-01-07 22:54:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 556 |
+
total_reward:10106.85 total_reward_ma:6851.03 loss:0.1747 fps:980.2
|
| 557 |
+
frame:1.09e+06 wall_t:1112 t:68125 epi:nan
|
| 558 |
+
opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.172
|
| 559 |
+
2026-01-07 22:55:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 560 |
+
total_reward:10428.00 total_reward_ma:6934.04 loss:0.1626 fps:980.4
|
| 561 |
+
frame:1.10e+06 wall_t:1122 t:68750 epi:nan
|
| 562 |
+
opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.901
|
| 563 |
+
2026-01-07 22:55:16 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 564 |
+
total_reward:10405.85 total_reward_ma:7014.82 loss:0.2239 fps:982.3
|
| 565 |
+
frame:1.11e+06 wall_t:1130 t:69375 epi:nan
|
| 566 |
+
opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.052
|
| 567 |
+
2026-01-07 22:55:26 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 568 |
+
total_reward:10450.30 total_reward_ma:7094.26 loss:0.264 fps:982.5
|
| 569 |
+
frame:1.12e+06 wall_t:1140 t:70000 epi:nan
|
| 570 |
+
opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.988
|
| 571 |
+
2026-01-07 22:55:35 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 572 |
+
total_reward:10572.55 total_reward_ma:7173.18 loss:0.1502 fps:982.6
|
| 573 |
+
frame:1.13e+06 wall_t:1150 t:70625 epi:nan
|
| 574 |
+
opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.861
|
| 575 |
+
2026-01-07 22:55:45 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 576 |
+
total_reward:10788.15 total_reward_ma:7253.41 loss:0.2569 fps:982.8
|
| 577 |
+
frame:1.14e+06 wall_t:1160 t:71250 epi:nan
|
| 578 |
+
opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.97
|
| 579 |
+
2026-01-07 22:55:56 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 580 |
+
total_reward:10821.75 total_reward_ma:7333.78 loss:0.2445 fps:982.9
|
| 581 |
+
frame:1.15e+06 wall_t:1170 t:71875 epi:nan
|
| 582 |
+
opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.831
|
| 583 |
+
2026-01-07 22:56:07 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 584 |
+
total_reward:11185.85 total_reward_ma:7417.98 loss:0.2138 fps:982.2
|
| 585 |
+
frame:1.16e+06 wall_t:1181 t:72500 epi:nan
|
| 586 |
+
opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.902
|
| 587 |
+
2026-01-07 22:56:17 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 588 |
+
total_reward:11042.40 total_reward_ma:7500.24 loss:0.1492 fps:982.4
|
| 589 |
+
frame:1.17e+06 wall_t:1191 t:73125 epi:nan
|
| 590 |
+
opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.784
|
| 591 |
+
2026-01-07 22:56:27 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 592 |
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total_reward:10795.00 total_reward_ma:7579.64 loss:0.1505 fps:982.5
|
| 593 |
+
frame:1.18e+06 wall_t:1201 t:73750 epi:nan
|
| 594 |
+
opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.685
|
| 595 |
+
2026-01-07 22:56:37 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 596 |
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total_reward:10914.85 total_reward_ma:7660.56 loss:0.09257 fps:982.7
|
| 597 |
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frame:1.19e+06 wall_t:1211 t:74375 epi:nan
|
| 598 |
+
opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.994
|
| 599 |
+
2026-01-07 22:56:47 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 600 |
+
total_reward:11057.60 total_reward_ma:7742.05 loss:0.04634 fps:982.8
|
| 601 |
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frame:1.20e+06 wall_t:1221 t:75000 epi:nan
|
| 602 |
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opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.665
|
| 603 |
+
2026-01-07 22:56:57 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 604 |
+
total_reward:11324.15 total_reward_ma:7825.34 loss:0.1773 fps:982.1
|
| 605 |
+
frame:1.21e+06 wall_t:1232 t:75625 epi:nan
|
| 606 |
+
opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.015
|
| 607 |
+
2026-01-07 22:57:08 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 608 |
+
total_reward:11438.90 total_reward_ma:7907.77 loss:0.2967 fps:982.3
|
| 609 |
+
frame:1.22e+06 wall_t:1242 t:76250 epi:nan
|
| 610 |
+
opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.935
|
| 611 |
+
2026-01-07 22:57:20 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 612 |
+
total_reward:11527.25 total_reward_ma:7988.95 loss:0.1916 fps:980.9
|
| 613 |
+
frame:1.23e+06 wall_t:1254 t:76875 epi:nan
|
| 614 |
+
opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.751
|
| 615 |
+
2026-01-07 22:57:31 | INFO | PID:1856 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_hero_t0_s0 [train]
|
| 616 |
+
total_reward:11407.55 total_reward_ma:8068.22 loss:0.2348 fps:980.2
|
| 617 |
+
frame:1.24e+06 wall_t:1265 t:77500 epi:nan
|
| 618 |
+
opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.86
|
data/ppo_atari_lam85_hero_2026_01_07_223619/log/ppo_atari_lam85_hero_t0_s1.log
ADDED
|
The diff for this file is too large to render.
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|
|
|
data/ppo_atari_lam85_hero_2026_01_07_223619/log/ppo_atari_lam85_hero_t0_s2.log
ADDED
|
The diff for this file is too large to render.
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|
|
|
data/ppo_atari_lam85_hero_2026_01_07_223619/log/ppo_atari_lam85_hero_t0_s3.log
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
data/ppo_atari_lam85_hero_2026_01_07_223619/ppo_atari_lam85_hero_spec.json
ADDED
|
@@ -0,0 +1,113 @@
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|
data/ppo_atari_lam85_hero_2026_01_07_223619/ppo_atari_lam85_hero_t0_spec.json
ADDED
|
@@ -0,0 +1,113 @@
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{
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|
data/ppo_atari_lam85_hero_2026_01_07_223619/ppo_atari_lam85_hero_t0_trial_metrics_scalar.json
ADDED
|
@@ -0,0 +1,11 @@
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| 1 |
+
{
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| 2 |
+
"frame": 10000000.0,
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| 3 |
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"total_reward_ma": 28237.849609375,
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| 4 |
+
"strength": 17614.748046875,
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| 5 |
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"max_strength": 28508.318359375,
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| 6 |
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"final_strength": 28150.833984375,
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| 7 |
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"sample_efficiency": 2.635953251228784e-07,
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| 8 |
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"training_efficiency": 1.6880347175174393e-05,
|
| 9 |
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"stability": 0.9982262253761292,
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| 10 |
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"consistency": 0.7728365659713745
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| 11 |
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}
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