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Model: laion/a3-rl-DCAgent_code-contests-noblock-5-8B
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2026-08-07 12:29:36 +08:00
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1 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/log_ratio_abs_max policy/log_ratio_abs_mean policy/log_ratio_abs_p99 policy/log_ratio_abs_pos00 policy/log_ratio_abs_pos10 policy/log_ratio_abs_pos20 policy/log_ratio_abs_pos30 policy/log_ratio_abs_pos40 policy/log_ratio_abs_pos50 policy/log_ratio_abs_pos60 policy/log_ratio_abs_pos70 policy/log_ratio_abs_pos80 policy/log_ratio_abs_pos90 policy/n_tokens_dp_gt_10pct policy/n_tokens_dp_gt_1pct policy/n_tokens_dp_gt_50pct 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/compute_advantages_and_returns timing/convert_to_training_input timing/fwd_logprobs_values_reward timing/policy_train timing/run_training 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 batch_errors/avg_DaytonaNotFoundError batch_errors/total_DaytonaNotFoundError batch_errors/avg_VerifierRuntimeError batch_errors/total_VerifierRuntimeError batch_errors/avg_DaytonaError batch_errors/total_DaytonaError batch_errors/avg_RuntimeError batch_errors/total_RuntimeError batch_errors/avg_DaytonaValidationError batch_errors/total_DaytonaValidationError batch_errors/avg_ContextLengthExceededError batch_errors/total_ContextLengthExceededError batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError timing/cleanup_old_checkpoints timing/save_checkpoints timing/save_hf_model batch_errors/avg_AgentSetupTimeoutError batch_errors/total_AgentSetupTimeoutError batch_errors/avg_EnvironmentStartTimeoutError batch_errors/total_EnvironmentStartTimeoutError batch_errors/avg_VerifierTimeoutError batch_errors/total_VerifierTimeoutError batch_errors/avg_OSError batch_errors/total_OSError global_step
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3 job_485099 0.0 0 64 512 1 0.8438 0 0.8438 240.5703 3608.6471 1.0 11048 1 1028.2547 0.0664 0.3248 0.325 -0.0002 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0092 -0.0156 0.0 1.0 0.0 0.0059 0.2344 0.0664 6.7781 78.2899 614.3554 28.4 857.9676 243.6122 0.0338 1.6116 7.28 59.443 66.9312 7137.673 17.9631 59.6169 7051.1656 0 2 64 512 38 64 448 0.28125 18 6.875 440 0.03125 2.0 0.09375 6.0 0.03125 2.0 0.09375 6.0 18.2883 37.3028 2
4 job_485099 0.0 0 64 512 2 1.0156 1 1.0 282.0371 3787.6053 1.0 9828 1 1115.4254 0.0742 0.1271 0.1271 -0.0001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0101 -0.0065 0.0 1.0 0.0 0.003 0.2656 0.0742 7.0157 78.3694 616.362 28.2 857.9676 241.6056 0.0345 1.5826 6.4797 60.6694 67.4008 614.3507 19.0175 60.8861 526.3485 0 3 64 512 7 64 452 0.6875 44 7.0 448 0.015625 1.0 0.125 8.0 0.015625 1.0 0.046875 3.0 3
5 job_485099 0.0 0 64 512 2 1.2031 0 0.6094 64.5625 4650.1429 1.0 10031 1 636.5514 0.0137 0.0703 0.0703 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0018 -0.002 0.0 1.0 0.0 0.0028 0.0938 0.0137 7.3373 78.4666 619.0092 27.9 857.9676 238.9584 0.0351 1.6766 4.2416 48.7129 53.1303 7011.6209 18.0381 48.8532 6938.7746 0 4 64 512 59 64 403 0.671875 43 6.203125 397 0.015625 1.0 0.09375 6.0 0.015625 1.0 0.015625 1.0 0.0625 4.0 0.0088 18.0874 4
6 job_485099 0.0 0 64 512 1 1.0 1 1.0 278.7383 2411.2034 1.0 4957 1 815.5083 0.1152 0.0935 0.0935 -0.0001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0131 -0.0088 0.0 1.0 0.0 0.0065 0.2344 0.1152 7.5183 78.4538 621.5787 27.6 857.9676 236.3889 0.0216 1.0094 6.7753 55.4016 62.3349 734.6954 18.4983 55.5375 652.851 0 5 30 240 9 30 205 0.6666666666666666 20 6.733333333333333 202 0.06666666666666667 2.0 0.1 3.0 0.1 3.0 10.5996 0.03333333333333333 1.0 5
7 job_485100 0.0 0 64 512 1 0.0938 0 0.0938 412.1523 2807.8 1.0 7118 1 1116.6463 0.1465 0.2626 0.2628 -0.0005 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.017 -0.0348 0.0 1.0 0.0 0.0117 0.3276 0.1465 5.5805 78.1037 621.3371 27.6 857.9687 236.6316 0.0318 1.4004 10.3685 66.7561 77.3071 8132.7122 17.8846 66.9061 8036.1198 0 5 64 512 17 64 376 1.6875 108 5.828125 373 0.046875 3.0 0.125 8.0 0.046875 3.0 6.9408 5
8 job_485100 0.0 0 64 512 1 0.9844 0 0.9844 122.9082 3672.5882 1.0 7301 1 700.1298 0.0332 0.4107 0.411 -0.0003 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0043 -0.016 0.0 1.0 0.0 0.0091 0.1562 0.0332 6.132 78.1099 617.5232 28.0 857.9687 240.4455 0.0258 1.1294 4.1778 49.7199 54.0518 3465.0549 19.1569 49.8478 3390.7157 0 6 64 512 12 64 390 1.53125 98 6.078125 389 0.015625 1.0 0.171875 11.0 0.015625 1.0 14.3648 22.1469 6
9 job_485100 0.0 0 64 512 2 0.1719 0 0.1406 81.3242 3428.1667 1.0 8024 1 580.4928 0.0234 0.4151 0.4154 -0.0002 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.003 -0.0109 0.0 1.0 0.0 0.0071 0.1406 0.0234 6.3622 78.2129 616.5064 28.1 857.9687 241.4623 0.022 1.147 4.0974 47.8918 52.1402 3987.006 18.7017 48.0205 3915.0159 0 7 64 512 9 64 412 1.3125 84 6.421875 411 0.015625 1.0 0.09375 6.0 0.015625 1.0 7
10 job_485100 0.0 0 64 512 2 0.7969 0 0.7656 53.543 2990.1111 1.0 4963 1 409.6074 0.0176 0.401 0.4013 -0.0001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.002 -0.0074 0.0 1.0 0.0 0.0064 0.0938 0.0176 6.5256 78.4167 614.7823 28.3 857.9687 243.1863 0.0175 0.8755 3.0976 44.8012 48.0435 6656.3028 28.5894 44.928 6578.7926 0 8 64 512 12 64 429 1.0625 68 6.640625 425 0.015625 1.0 0.03125 2.0 0.03125 2.0 0.03125 2.0 0.0078 44.8581 8
11 job_485100 0.0 0 64 512 2 1.0156 1 1.0 83.5977 3525.1667 1.0 7387 1 595.6285 0.0234 0.2611 0.2612 -0.0001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0032 -0.0059 0.0 1.0 0.0 0.0055 0.125 0.0234 6.8361 78.5227 617.8079 28.0 857.9687 240.1608 0.0187 1.2451 4.908 48.4858 53.5378 1287.2347 18.8851 48.6107 1213.5661 0 9 64 512 42 64 369 1.515625 97 5.71875 366 0.03125 2.0 0.03125 2.0 0.046875 3.0 9
12 job_485100 0.0 0 64 512 2 0.9688 0 0.5 318.5254 3871.7857 1.0 12427 1 1252.0624 0.082 0.403 0.4032 -0.0005 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0093 -0.0298 0.0 1.0 0.0 0.0096 0.2344 0.082 8.9127 78.948 613.9305 28.4 857.9687 244.0382 0.0353 1.8739 8.9165 64.647 73.728 6403.6413 18.6729 64.7757 6309.3653 0 10 64 512 40 64 407 0.875 56 6.359375 407 0.140625 9.0 0.0087 8.1786 6.0594 10
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18 job_485101 0.0 0 64 512 2 1.0469 1 1.0 393.2031 3292.9344 1.0 10838 1 1198.2489 0.1191 0.2169 0.2171 -0.0005 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0124 -0.0307 0.0 1.0 0.0 0.0123 0.375 0.1191 7.4045 78.2452 598.44 30.2 857.9687 259.5287 0.0315 1.6347 7.3081 63.1214 70.5896 791.9402 18.239 63.2496 701.4743 0 15 64 512 61 63 356 1.296875 83 5.53125 354 0.1875 12.0 0.015625 1.0 0.015625 1.0 6.9084 15
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