| log_file,async/discard_rate,async/discarded_count,async/effective_batch_groups,async/effective_batch_samples,async/staleness_max,async/staleness_mean,async/staleness_min,async/staleness_ratio,generate/avg_num_tokens,generate/avg_tokens_non_zero_rewards,generate/avg_tokens_zero_rewards,generate/max_num_tokens,generate/min_num_tokens,generate/std_num_tokens,loss/avg_final_rewards,loss/avg_raw_advantages,loss/avg_raw_advantages_abs,policy/final_loss,policy/policy_entropy,policy/policy_loss,policy/policy_lr,policy/policy_update_steps,policy/ppo_clip_ratio,policy/raw_grad_norm,reward/avg_pass_at_8,reward/avg_raw_reward,system/process_rss_gb,system/process_vms_gb,system/ram_available_gb,system/ram_percent,system/ram_total_gb,system/ram_used_gb,timing/cleanup_old_checkpoints,timing/compute_advantages_and_returns,timing/convert_to_training_input,timing/fwd_logprobs_values_reward,timing/policy_train,timing/run_training,timing/save_checkpoints,timing/step,timing/sync_weights,timing/train_critic_and_policy,timing/wait_for_generation_buffer,trainer/epoch,trainer/global_step,batch_errors/total_batches,batch_errors/total_instances,batch_errors/total_successful,batch_errors/total_failed,batch_errors/total_masked,batch_errors/avg_DaytonaAuthenticationError,batch_errors/total_DaytonaAuthenticationError,batch_errors/avg_AgentEnvironmentTimeoutError,batch_errors/total_AgentEnvironmentTimeoutError,timing/save_hf_model,batch_errors/avg_DaytonaError,batch_errors/total_DaytonaError,global_step |
| a2_rl_stack_php_v2_400876,0.0,0,64,512,0,0.0,0,0.0,5173.5488,5581.1377,364.0,16498,1,3153.1045,0.9219,0.0054,0.0054,-0.0001,0.1612,-0.0039,0.0,1.0,0.0,0.0019,1.0,0.9219,13.9041,75.2886,363.3583,57.6,857.9687,494.6104,13.0164,0.1382,3.3894,86.136,726.5471,813.1269,45.5888,8812.9184,51.6468,726.8524,7944.7551,0,1,128,1024,896,58,126,0.015625,2.0,0.984375,126.0,,,,1 |
| a2_rl_stack_php_v2_400876,0.0,0,64,512,1,1.0,1,1.0,4930.5762,5967.7683,1.0,17443,1,3568.3347,0.8262,0.0,0.0,0.0,0.1245,0.0,0.0,1.0,0.0,0.0,1.0,0.8262,15.6279,75.6176,360.3593,58.0,857.9687,497.6094,0.0131,0.0414,3.5316,74.6536,709.0029,784.0235,27.6606,3571.7276,54.3544,709.3282,2729.8153,0,2,64,512,459,21,53,,,0.828125,53.0,,,,2 |
| a2_rl_stack_php_v2_400876,0.0,0,64,512,2,2.0,2,1.0,5124.7324,5696.0591,377.5273,15485,1,3123.3346,0.8926,0.0,0.0,0.0,0.1246,0.0,0.0,1.0,0.0,0.0,1.0,0.8926,15.9937,75.74,358.4,58.2,857.9687,499.5687,0.3129,0.0457,3.1477,83.4744,695.0441,778.8675,28.7517,3180.0156,51.0655,695.3471,2346.9327,0,3,64,512,472,20,40,,,0.625,40.0,,,,3 |
| a2_rl_stack_php_v2_400876,0.0,0,64,512,3,2.9844,2,1.0,5176.248,5614.8284,1.0,16890,1,2922.3081,0.9219,0.0,0.0,0.0,0.115,0.0,0.0,1.0,0.0,0.0,1.0,0.9219,16.2626,75.8032,361.1512,57.9,857.9687,496.8175,0.401,0.0417,3.3777,74.1559,668.7475,743.2802,28.5269,3353.6926,50.6787,669.0823,2556.3534,0,4,64,512,473,21,39,,,0.609375,39.0,,,,4 |
| a2_rl_stack_php_v2_400876,0.0,0,64,512,4,3.9375,3,1.0,5691.5176,6149.7648,284.2,26038,1,3437.1652,0.9219,-0.0008,0.0069,-0.0,0.1112,-0.0,0.0,1.0,0.0,0.0032,1.0,0.9219,21.1017,75.9924,362.8714,57.7,857.9687,495.0973,0.3297,0.06,4.5482,86.0846,752.4833,838.9829,28.3162,3308.0503,52.1042,752.838,2412.3879,0,5,64,512,505,5,7,,,0.09375,6.0,37.3861,0.015625,1.0,5 |
| a2_rl_stack_php_v2_400876,0.0,0,64,512,5,4.2031,3,1.0,5741.5156,5720.9058,6532.6154,20082,1,3555.0253,0.9746,0.0,0.0,0.0,0.1169,0.0,0.0,1.0,0.0,0.0,0.9844,0.9746,21.72,75.7697,361.731,57.8,857.9687,496.2377,0.2795,0.0506,3.6853,98.4083,777.2451,876.008,32.4554,2692.5491,51.9383,777.5488,1760.8846,0,6,64,512,512,0,0,,,,,,,,6 |
| a2_rl_stack_php_v2_400876,0.0,0,64,512,6,4.5781,4,1.0,10864.9395,10819.0275,18654.6667,31356,1397,9146.1479,0.9941,0.0009,0.0152,-0.0,0.1127,-0.0,0.0,1.0,0.0,0.0038,1.0,0.9941,26.2239,76.3718,428.1846,50.1,857.9687,429.7841,0.3285,0.1094,5.588,221.3386,1426.9392,1648.7818,33.3086,4928.9777,13.5134,1427.3335,3261.0614,0,7,64,512,512,0,0,,,,,,,,7 |
| a2_rl_stack_php_v2_400876,0.0,0,64,512,0,0.0,0,0.0,4562.1953,4562.1953,0.0,16694,1315,2063.5003,1.0,0.0,0.0,0.0,0.1111,0.0,0.0,1.0,0.0,0.0,1.0,1.0,26.1423,76.4117,412.7117,51.9,857.9687,445.257,0.3459,0.0436,3.2475,57.5811,610.4907,668.4088,36.6974,7714.896,51.2285,610.7838,6991.9583,1,8,64,512,494,13,18,,,0.28125,18.0,,,,8 |
| a2_rl_stack_php_v2_400876,0.0,0,64,512,1,1.0,1,1.0,6491.9609,6718.9148,603.1053,18269,1,3405.058,0.9629,0.0001,0.007,-0.0,0.1099,-0.0,0.0,1.0,0.0,0.0038,1.0,0.9629,26.5811,76.6696,407.6129,52.5,857.9687,450.3558,0.3266,0.0501,3.7625,93.6707,733.3147,827.3766,33.7296,2416.6198,53.5177,733.6554,1531.9602,1,9,64,512,479,20,33,,,0.515625,33.0,,,,9 |
| a2_rl_stack_php_v2_400877,0.0,0,64,512,2,0.4375,0,0.2188,4768.9824,4805.7866,1665.1667,18141,1,2456.2799,0.9883,-0.0007,0.0075,0.0,0.1119,0.0,0.0,1.0,0.0,0.0033,1.0,0.9883,15.2558,75.1672,370.8639,56.8,857.9687,487.1048,8.2923,0.0521,3.272,74.7888,683.9612,759.0926,40.7566,7720.7893,64.0786,684.2511,6894.3459,1,10,64,512,470,22,42,,,0.65625,42.0,42.2577,,,10 |
| a2_rl_stack_php_v2_400877,0.0,0,64,512,1,1.0,1,1.0,6043.1543,6529.5032,1231.4043,14905,1,3379.2364,0.9082,0.001,0.0085,0.0,0.1094,0.0,0.0,1.0,0.0,0.0039,1.0,0.9082,15.4861,75.2612,369.6674,56.9,857.9687,488.3013,0.2726,0.0386,3.2801,86.1438,735.4492,822.0201,33.6901,1944.634,52.3307,735.837,1066.9959,1,11,64,512,477,20,35,,,0.546875,35.0,,,,11 |
| a2_rl_stack_php_v2_400877,0.0,0,64,512,2,2.0,2,1.0,5200.8203,5582.3585,1.0,18761,1,3026.5222,0.9316,0.0,0.0,0.0,0.1061,0.0,0.0,1.0,0.0,0.0,1.0,0.9316,15.956,75.5988,372.0403,56.6,857.9687,485.9283,0.315,0.0443,3.8178,83.3515,683.5771,767.262,34.4038,3377.1913,53.2947,683.8658,2552.7951,1,12,64,512,500,6,12,,,0.1875,12.0,,,,12 |
| a2_rl_stack_php_v2_400877,0.0,0,64,512,3,3.0,3,1.0,5112.4043,5205.6962,2021.3333,20402,1,2908.5829,0.9707,-0.0012,0.0154,-0.0,0.1116,-0.0,0.0,1.0,0.0,0.0057,1.0,0.9707,18.1414,75.7131,370.1971,56.9,857.9687,487.7716,0.3715,0.0475,3.4987,78.1533,686.8594,765.3441,34.4024,2811.1464,52.3944,687.143,1989.8831,1,13,64,512,506,5,6,,,0.078125,5.0,,0.015625,1.0,13 |
| a2_rl_stack_php_v2_400877,0.0,0,64,512,4,4.0,4,1.0,9612.0879,9534.167,12193.8667,30017,1,7895.0271,0.9707,-0.0011,0.0202,-0.0,0.1125,-0.0,0.0,1.0,0.0,0.0025,0.9844,0.9707,25.5219,76.0509,411.2549,52.1,857.9687,446.7137,0.2489,0.0637,5.1805,202.8086,1219.5955,1422.8569,33.357,3814.0265,48.8945,1219.9843,2337.0674,1,14,12,96,96,0,0,,,,,,,,14 |
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