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Model: laion/explore-tis-untrunc-45-8B
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2026-08-08 15:29:19 +08:00
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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,generate/tis/aligned_tokens,generate/tis/alignment_fail_count,generate/tis/exact_match_fraction,generate/tis/lcs_fallback_fraction,generate/tis/lcs_fallback_messages,generate/tis/unaligned_fraction,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,policy/rollout_train_prob_diff_mean,policy/rollout_train_prob_diff_std,policy/tis/imp_ratio_capped_fraction,policy/tis/imp_ratio_mean,policy/tis/log_ratio_abs_mean,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,tis/batch_skipped_no_logprobs,tis/skipped_fraction,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_VerifierTimeoutError,batch_errors/total_VerifierTimeoutError,batch_errors/avg_ContextLengthExceededError,batch_errors/total_ContextLengthExceededError,timing/cleanup_old_checkpoints,timing/save_checkpoints,batch_errors/avg_InvalidChatHistory,batch_errors/total_InvalidChatHistory,timing/save_hf_model,batch_errors/avg_AgentTimeoutError,batch_errors/total_AgentTimeoutError,batch_errors/avg_DaytonaError,batch_errors/total_DaytonaError,batch_errors/avg_RuntimeError,batch_errors/total_RuntimeError
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1 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 generate/tis/aligned_tokens generate/tis/alignment_fail_count generate/tis/exact_match_fraction generate/tis/lcs_fallback_fraction generate/tis/lcs_fallback_messages generate/tis/unaligned_fraction 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 policy/rollout_train_prob_diff_mean policy/rollout_train_prob_diff_std policy/tis/imp_ratio_capped_fraction policy/tis/imp_ratio_mean policy/tis/log_ratio_abs_mean 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 tis/batch_skipped_no_logprobs tis/skipped_fraction 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_VerifierTimeoutError batch_errors/total_VerifierTimeoutError batch_errors/avg_ContextLengthExceededError batch_errors/total_ContextLengthExceededError timing/cleanup_old_checkpoints timing/save_checkpoints batch_errors/avg_InvalidChatHistory batch_errors/total_InvalidChatHistory timing/save_hf_model batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError batch_errors/avg_DaytonaError batch_errors/total_DaytonaError batch_errors/avg_RuntimeError batch_errors/total_RuntimeError
2 0.0 0 64 512 5 1.6719 0 0.7344 8326.6074 7952.8396 8737.1393 31073 1 7569.1317 2960120.0 121.0 0.942 0.0 0.0 0.058 0.5234 0.0226 0.1032 -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 0.2594 -0.0 0.0 1.0 0.0 0.0 13927533.0 13889494016.0 0.0 0.9004 0.0289 0.6316 0.5234 15.3969 51.1198 613.2028 28.5 857.9676 244.7648 0.0718 6.8209 66.8578 373.9145 441.0537 2634.5742 24.5972 374.1219 2162.1021 0.0 0.0 0 43 63 504 483 7 13 0.12698412698412698 8.0 0.20634920634920634 13
3 0.0 0 64 512 1 0.8125 0 0.8125 9363.3887 8114.9395 10882.0649 30572 1 7640.1609 3410653.0 130.0 0.9368 0.0 0.0 0.0632 0.5488 0.0079 0.127 -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 0.295 -0.0 0.0 1.0 0.0 0.0 9504304.0 16764817408.0 0.0 0.9564 0.0308 0.6406 0.5488 16.1096 51.8488 607.4388 29.2 857.9676 250.5287 0.0737 6.9781 71.4945 397.779 469.5691 1469.525 24.1532 397.9993 968.7821 0.0 0.0 0 44 59 472 395 21 69 0.13559322033898305 8.0 1.2033898305084745 71 65.2348 72.6571 0.05084745762711865 3.0
4 0.0 0 64 512 2 1.4531 1 1.0 8321.5273 7922.9245 8749.1781 31715 1 7853.3735 3083973.0 159.0 0.9207 0.0 0.0 0.0793 0.5176 0.0007 0.1103 -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 0.2594 -0.0 0.0 1.0 0.0 0.0 74219600.0 123335942144.0 0.0 0.8302 0.034 0.6406 0.5176 16.6438 52.4284 603.7576 29.6 857.9676 254.21 0.0657 7.1794 62.2087 361.2177 423.7093 753.0366 24.8524 361.433 297.2923 0.0 0.0 0 45 65 520 391 33 128 0.015384615384615385 1.0 1.9384615384615385 126 0.015384615384615385 1.0 6.9526 0.015384615384615385 1.0
5 0.0 0 64 512 3 2.3906 1 1.0 9231.3359 8922.0629 9370.6402 31728 1 9175.6769 3504548.0 165.0 0.8901 0.0 0.0 0.1099 0.3105 -0.0025 0.1166 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 0.2488 0.0 0.0 1.0 0.0 0.0 73788528.0 105385009152.0 0.0 1.1494 0.0363 0.4375 0.3105 16.8659 52.7457 600.6069 30.0 857.9676 257.3607 0.0791 7.0834 73.4181 441.4855 515.2197 744.0152 27.2538 441.7205 194.4544 0.0 0.0 0 46 63 504 450 16 54 0.8888888888888888 56 0.0063 8.7107 0.015873015873015872 1.0 0.031746031746031744 2.0
6 0.0 0 64 512 4 2.4688 0 0.9688 8505.2598 6813.6681 9940.3646 30366 1 7832.7742 3156643.0 152.0 0.9297 0.0 0.0 0.0703 0.459 -0.0067 0.0973 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 0.2691 0.0 0.0 1.0 0.0 0.0 19641682.0 24018849792.0 0.0 0.8763 0.0326 0.5469 0.459 17.3571 53.2146 597.0439 30.4 857.9676 260.9237 0.0637 6.7886 69.0088 377.9705 447.2693 862.8722 23.4106 378.1939 385.3996 0.0 0.0 0 47 63 504 441 16 55 0.12698412698412698 8.0 0.873015873015873 55
7 0.0 0 64 512 5 2.4375 0 0.9531 9243.1172 7666.0172 10054.997 31712 1 8219.3557 3450700.0 151.0 0.9326 0.0 0.0 0.0674 0.3398 -0.0039 0.1128 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 0.2802 0.0 0.0 1.0 0.0 0.0 419752608.0 761125273600.0 0.0 0.8671 0.0336 0.4219 0.3398 17.6583 53.5573 595.0403 30.6 857.9676 262.9273 0.0668 7.2781 67.8085 388.5163 456.624 1283.9253 24.9818 388.7481 795.0362 0.0 0.0 0 48 63 504 441 19 60 0.047619047619047616 3.0 0.9841269841269841 62 0.0073 7.6056
8 0.0 0 64 512 5 2.5 1 1.0 8452.752 6705.9288 10356.4327 31759 1 7817.3423 3108231.0 167.0 0.9046 0.0 0.0 0.0954 0.5215 -0.0036 0.1285 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 0.2576 0.0 0.0 1.0 0.0 0.0 226767904.0 285722640384.0 0.0 0.8622 0.0351 0.625 0.5215 18.2024 54.2301 592.4933 30.9 857.9676 265.4742 0.0687 7.1496 60.623 382.8471 443.7874 713.2656 24.8084 383.0952 237.5153 0.0 0.0 0 49 63 504 404 30 99 0.015873015873015872 1.0 1.5555555555555556 98 0.015873015873015872 1.0
9 0.0 0 64 512 6 3.2812 0 0.9844 9434.7344 7815.6509 10232.4752 31768 1 8936.9544 3553948.0 161.0 0.9024 0.0 0.0 0.0976 0.3301 0.0074 0.0994 -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 0.2504 -0.0 0.0 1.0 0.0 0.0001 3139078.75 4407439360.0 0.0 0.7934 0.0333 0.4688 0.3301 18.2568 54.3204 591.0463 31.1 857.9676 266.9213 0.0698 7.3727 66.1993 416.0908 482.5415 965.3416 24.8713 416.272 450.5511 0.0 0.0 0 50 63 504 434 22 69 0.015873015873015872 1.0 1.0952380952380953 69 0.0054 7.3293 0.015873015873015872 1.0 5.943
10 0.0 0 64 512 6 2.6094 0 0.9844 8129.3379 7144.8829 8786.7101 31710 1 7815.5512 3012683.0 138.0 0.9202 0.0 0.0 0.0798 0.4004 0.0009 0.1277 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 0.2637 0.0 0.0 1.0 0.0 0.0 3889889.0 6269216256.0 0.0001 0.8687 0.034 0.5156 0.4004 18.3409 54.3808 589.9553 31.2 857.9676 268.0123 0.0696 7.2169 60.7573 377.4714 438.5432 933.7421 23.5581 377.7157 464.4189 0.0 0.0 0 51 61 488 425 16 55 0.13114754098360656 8.0 0.9180327868852459 56 0.06557377049180328 4.0
11 0.0 0 64 512 5 2.4688 0 0.9062 9172.2734 7711.196 10101.2013 31816 1 8348.9859 3505463.0 159.0 0.9195 0.0 0.0 0.0805 0.3887 -0.0033 0.0977 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 0.287 0.0 0.0 1.0 0.0 0.0 28902766.0 53475737600.0 0.0 1.0127 0.0321 0.5156 0.3887 18.274 54.2945 637.0259 25.8 857.9676 220.9417 0.1186 7.2938 66.422 402.489 469.257 1331.6813 26.1865 402.716 828.9388 0.0 0.0 0 52 62 496 389 28 106 0.016129032258064516 1.0 1.7258064516129032 107 0.0076 8.0883 0.03225806451612903 2.0
12 0.0 0 64 512 5 2.8125 1 1.0 9384.4648 7890.1706 10127.2427 31763 1 9096.8287 3578508.0 209.0 0.8832 0.0 0.0 0.1168 0.332 -0.0052 0.0671 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 0.2756 0.0 0.0 1.0 0.0 0.0 10878717.0 10278622208.0 0.0 0.7836 0.0459 0.4375 0.332 18.4174 54.496 631.4816 26.4 857.9676 226.486 0.069 7.4724 64.0907 415.2288 479.5964 1001.5081 24.0183 415.4363 490.4154 0.0 0.0 0 53 60 480 403 22 70 0.11666666666666667 7.0 1.05 63 0.016666666666666666 1.0 0.016666666666666666 1.0 0.08333333333333333 5.0
13 0.0 0 64 512 5 2.2812 0 0.9844 9164.627 8863.7731 9384.1689 31728 1 8284.3955 3350089.0 167.0 0.9283 0.0 0.0 0.0717 0.4219 0.0075 0.1355 -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 0.2758 -0.0 0.0 1.0 0.0 0.0 21340412.0 18085134336.0 0.0 0.8718 0.0334 0.5938 0.4219 18.4923 54.6739 627.3164 26.9 857.9676 230.6512 0.0704 7.3325 67.4242 392.1106 459.8335 963.8343 24.3601 392.3385 472.3027 0.0 0.0 0 54 63 504 391 26 113 1.6984126984126984 107 0.0081 7.4507 0.07936507936507936 5.0 0.031746031746031744 2.0 0.015873015873015872 1.0
14 0.0 0 64 512 5 2.2656 0 0.9062 8036.5645 7922.0977 8095.4911 31687 1 8266.6482 3006588.0 164.0 0.8992 0.0 0.0 0.1008 0.3398 -0.0035 0.0787 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 0.2518 0.0 0.0 1.0 0.0 0.0 1587253376.0 2730784194560.0 0.0001 0.7888 0.0367 0.4219 0.3398 18.4139 54.601 622.8049 27.4 857.9676 235.1627 0.0698 7.1248 62.4713 378.0579 440.853 1139.9971 24.6871 378.3104 667.3148 0.0 0.0 0 55 63 504 433 20 66 0.07936507936507936 5.0 1.0317460317460319 65 0.015873015873015872 1.0 6.0553 0.015873015873015872 1.0
15 0.0 0 64 512 5 2.2656 0 0.9531 9895.0371 9252.8906 10280.325 31621 1 8808.9904 3717098.0 174.0 0.911 0.0 0.0 0.089 0.375 -0.0073 0.1275 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 0.2887 0.0 0.0 1.0 0.0 0.0 11329929.0 20180553728.0 0.0 0.8507 0.0391 0.4844 0.375 18.8477 55.0626 618.6642 27.9 857.9676 239.3034 0.102 6.6338 65.6342 424.3242 490.2871 1156.2423 22.7541 424.5504 636.5622 0.0 0.0 0 56 64 512 447 23 62 0.046875 3.0 0.90625 58 0.0127 8.3456 0.046875 3.0 0.015625 1.0
16 0.0 0 64 512 5 2.3438 0 0.9219 9604.8242 8021.4228 11069.1729 31812 1 8528.6089 3545529.0 174.0 0.9205 0.0 0.0 0.0795 0.4805 -0.001 0.1147 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 0.2745 0.0 0.0 1.0 0.0 0.0 35328232.0 59539628032.0 0.0 0.8693 0.0322 0.625 0.4805 18.7515 54.9365 616.2108 28.2 857.9676 241.7568 0.069 6.752 71.9456 413.9178 486.1151 1122.618 24.0058 414.1 605.7324 0.0 0.0 0 57 62 496 350 34 139 0.11290322580645161 7.0 2.193548387096774 136 0.04838709677419355 3.0
17 0.0 0 64 512 5 2.7188 0 0.9688 8677.3359 8820.3856 8616.3705 31742 1 9193.1366 3246117.0 144.0 0.8981 0.0 0.0 0.1019 0.2988 0.0071 0.1513 -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 0.2442 -0.0 0.0 1.0 0.0 0.0 17240350.0 17494378496.0 0.0 0.7038 0.0368 0.4219 0.2988 18.7379 54.9869 614.9406 28.3 857.9676 243.027 0.0973 6.5621 72.3759 432.7694 505.4602 1168.5458 23.5694 432.986 632.9493 0.0 0.0 0 58 62 496 421 22 70 0.08064516129032258 5.0 1.0806451612903225 67 0.0083 8.361 0.016129032258064516 1.0 0.03225806451612903 2.0
18 0.0 0 64 512 5 2.2344 0 0.9375 8540.7734 7093.2884 10118.2367 29707 1 8302.7236 3116439.0 145.0 0.9343 0.0 0.0 0.0657 0.5215 0.0012 0.089 -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 0.2538 -0.0 0.0 1.0 0.0 0.0 76175128.0 124504965120.0 0.0 0.8502 0.0274 0.5938 0.5215 18.6907 55.0038 613.2219 28.5 857.9676 244.7457 0.0872 6.2737 65.8402 416.3242 482.4839 1034.4668 25.6212 416.5558 520.0829 0.0 0.0 0 59 63 504 431 20 72 0.015873015873015872 1.0 1.0952380952380953 69 0.047619047619047616 3.0
19 0.0 0 64 512 5 2.2344 0 0.9844 8082.1875 6442.4081 9347.4844 31735 1 7874.9478 2969553.0 131.0 0.921 0.0 0.0 0.079 0.4355 0.0003 0.0975 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 0.248 0.0 0.0 1.0 0.0 0.0 8421109.0 13449890816.0 0.0 0.8753 0.031 0.5781 0.4355 18.7007 55.0133 612.9731 28.6 857.9676 244.9944 0.0682 6.4686 59.5775 400.412 460.2515 975.2954 26.2934 400.6044 482.2772 0.0 0.0 0 60 58 464 387 22 75 0.05172413793103448 3.0 1.396551724137931 81 0.0078 7.5216 6.0238
20 0.0 0 64 512 5 2.4219 0 0.9375 9141.1367 7065.8502 10549.6098 31719 1 8606.7732 3395069.0 149.0 0.9245 0.0 0.0 0.0755 0.4043 -0.0022 0.1125 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 0.2621 0.0 0.0 1.0 0.0 0.0 7228389.5 11749099520.0 0.0001 6.5559 0.0327 0.5 0.4043 18.7869 55.0738 610.5397 28.8 857.9676 247.4279 0.0699 7.4209 64.3675 400.7285 465.396 869.2612 22.9817 400.9583 373.4579 0.0 0.0 0 61 57 456 388 17 68 1.1754385964912282 67 0.03508771929824561 2.0 0.03508771929824561 2.0
21 0.0 0 64 512 5 2.3125 0 0.9844 7608.4023 6700.4066 8645.569 30816 1 7314.5735 2810785.0 169.0 0.9145 0.0 0.0 0.0855 0.5332 -0.0061 0.1556 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 0.2464 0.0 0.0 1.0 0.0 0.0 3912688.25 3949634048.0 0.0 2.876 0.0361 0.6719 0.5332 18.7277 54.9966 608.2145 29.1 857.9676 249.7531 0.0937 6.2319 62.252 352.4498 415.0057 820.0368 22.8296 352.6595 375.9643 0.0 0.0 0 62 64 512 443 20 57 0.1875 12.0 0.84375 54 0.0064 7.5101 0.03125 2.0
22 0.0 0 64 512 5 2.375 0 0.9688 8669.7656 6482.3039 10118.6039 31762 1 8029.0511 3150434.0 166.0 0.9044 0.0 0.0 0.0956 0.3984 0.0159 0.1117 -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 0.2687 -0.0 0.0 1.0 0.0 0.0 28917454.0 49698226176.0 0.0 0.867 0.0368 0.5469 0.3984 18.7415 55.0623 632.7935 26.2 857.9676 225.1741 0.0699 7.3557 65.63 393.0647 458.9805 981.17 22.7443 393.28 492.0844 0.0 0.0 0 63 64 512 446 24 63 0.046875 3.0 0.96875 62 0.015625 1.0
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