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Model: laion/a3-rl-DCAgent_selfinstruct-naive-sandboxes-2-verified-70-8B
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2026-08-07 10:27:18 +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,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_RewardFileNotFoundError,batch_errors/total_RewardFileNotFoundError,batch_errors/avg_AgentTimeoutError,batch_errors/total_AgentTimeoutError,batch_errors/avg_ContextLengthExceededError,batch_errors/total_ContextLengthExceededError,batch_errors/avg_DaytonaValidationError,batch_errors/total_DaytonaValidationError,timing/cleanup_old_checkpoints,timing/save_checkpoints,batch_errors/avg_RuntimeError,batch_errors/total_RuntimeError,batch_errors/avg_DaytonaError,batch_errors/total_DaytonaError,timing/save_hf_model,batch_errors/avg_VerifierTimeoutError,batch_errors/total_VerifierTimeoutError,batch_errors/avg_InvalidChatHistory,batch_errors/total_InvalidChatHistory,batch_errors/avg_VerifierOutputParseError,batch_errors/total_VerifierOutputParseError,batch_errors/avg_DaytonaNotFoundError,batch_errors/total_DaytonaNotFoundError
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0.0,0,64,512,7,2.8281,0,0.9688,6007.7578,6901.5911,5420.5469,31182,1,6450.2234,0.3965,0.0136,0.2237,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1235,0.0,0.0,1.0,0.0,0.0181,0.5625,0.3965,16.534,53.6315,616.6702,28.1,857.9676,241.2974,0.0668,5.1941,55.0841,299.7416,355.1541,736.8375,20.6845,300.0029,355.801,0,73,58,464,361,20,101,0.9482758620689655,55,0.08620689655172414,5.0,0.7931034482758621,46,0.034482758620689655,2.0,,,0.017241379310344827,1.0,0.034482758620689655,2.0,,,,,,,,,
0.0,0,64,512,6,2.7344,0,0.9844,5930.1973,6072.1242,5869.7103,30745,1,6036.8087,0.2988,-0.0089,0.0971,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1195,0.0,0.0,1.0,0.0,0.064,0.3594,0.2988,16.5898,53.7518,629.4752,26.6,857.9676,228.4924,0.0661,4.6933,50.044,292.5558,342.9545,639.5606,21.8612,292.844,270.0476,0,74,64,512,437,19,68,0.03125,2,0.109375,7.0,0.921875,59,,,0.0071,9.3935,0.0625,4.0,,,,,,,,,,0.046875,3.0
0.0,0,64,512,6,2.8906,0,0.9688,6931.8203,6564.4852,7112.8105,31582,1,6325.4492,0.3301,-0.0145,0.1116,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1352,-0.0011,0.0,1.0,0.0,0.0164,0.4531,0.3301,16.8138,53.9489,626.9986,26.9,857.9676,230.969,0.0663,4.9589,51.1396,308.4821,359.9248,987.0937,23.2754,308.7185,598.9303,0,75,64,512,434,21,77,0.1875,12,0.015625,1.0,0.96875,62,,,,,0.015625,1.0,0.03125,2.0,6.209,,,,,,,,
0.0,0,64,512,6,2.6875,0,0.9219,6552.0254,5927.6872,7116.0186,31827,1,6416.322,0.4746,-0.0091,0.1469,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1332,0.0,0.0,1.0,0.0,0.0181,0.5938,0.4746,17.0905,54.3295,624.7698,27.2,857.9676,233.1978,0.0662,4.888,47.7922,305.2241,353.352,1003.0464,20.8521,305.4933,623.9499,0,76,61,488,415,19,73,0.3770491803278688,23,,,0.9180327868852459,56,,,0.0073,9.5322,,,0.01639344262295082,1.0,,,,,,,,,
0.0,0,64,512,6,2.3438,0,0.9062,6973.2559,7723.1186,6515.7925,31204,1,6409.6402,0.3789,0.0007,0.1955,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1347,-0.0,0.0,1.0,0.0,0.0179,0.5625,0.3789,17.2256,54.4399,628.907,26.7,857.9676,229.0605,0.0716,4.9191,53.9669,306.4151,360.706,827.6281,21.3515,306.6672,440.6474,0,77,58,464,347,27,106,0.7241379310344828,42,0.10344827586206896,6.0,1.293103448275862,75,0.10344827586206896,6.0,,,0.017241379310344827,1.0,0.017241379310344827,1.0,,,,,,,,0.06896551724137931,4.0
0.0,0,64,512,6,2.625,0,0.9219,5913.8125,7165.1304,5211.8537,31252,1,6425.6925,0.3594,0.0054,0.1736,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1127,-0.0016,0.0,1.0,0.0,0.0131,0.4688,0.3594,17.1172,54.3807,626.1709,27.0,857.9676,231.7967,0.0658,4.7719,53.2092,303.5102,357.0435,1027.6138,19.8591,303.7683,645.9345,0,78,59,472,339,26,132,0.7288135593220338,43,0.0847457627118644,5.0,1.4915254237288136,88,,,0.0071,13.3714,0.01694915254237288,1.0,,,,,,,,,,,
0.0,0,64,512,5,2.1406,0,0.9219,5971.7539,7443.8,5271.7896,31359,1,6822.5791,0.3223,0.0002,0.1775,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1121,-0.001,0.0,1.0,0.0,0.0197,0.4688,0.3223,17.3101,54.5718,623.1119,27.4,857.9676,234.8557,0.0639,4.7264,50.7595,318.7277,369.8649,864.1247,20.4919,319.041,469.0373,0,79,61,488,393,22,92,0.5573770491803278,34,0.14754098360655737,9.0,0.7868852459016393,48,,,,,0.04918032786885246,3.0,0.01639344262295082,1.0,,,,,,,,,
0.0,0,64,512,5,2.25,0,0.875,6524.4219,7517.6269,5923.5172,29828,1,6065.1914,0.377,0.0047,0.12,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1309,0.0,0.0,1.0,0.0,0.0175,0.5156,0.377,17.6478,54.8022,621.2485,27.6,857.9676,236.7191,0.0626,5.2654,46.0826,294.2125,340.6332,806.3176,22.4283,294.4877,437.9868,0,80,94,752,614,32,130,0.4787234042553192,45,0.02127659574468085,2.0,0.9680851063829787,91,0.010638297872340425,1.0,0.0075,9.6795,0.02127659574468085,2.0,0.010638297872340425,1.0,6.251,0.05319148936170213,5.0,,,,,,
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 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_RewardFileNotFoundError batch_errors/total_RewardFileNotFoundError batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError batch_errors/avg_ContextLengthExceededError batch_errors/total_ContextLengthExceededError batch_errors/avg_DaytonaValidationError batch_errors/total_DaytonaValidationError timing/cleanup_old_checkpoints timing/save_checkpoints batch_errors/avg_RuntimeError batch_errors/total_RuntimeError batch_errors/avg_DaytonaError batch_errors/total_DaytonaError timing/save_hf_model batch_errors/avg_VerifierTimeoutError batch_errors/total_VerifierTimeoutError batch_errors/avg_InvalidChatHistory batch_errors/total_InvalidChatHistory batch_errors/avg_VerifierOutputParseError batch_errors/total_VerifierOutputParseError batch_errors/avg_DaytonaNotFoundError batch_errors/total_DaytonaNotFoundError
2 0.0 0 64 512 6 1.7812 0 0.6562 5990.6699 6322.5959 5686.0936 28123 1 5473.7808 0.4785 0.0087 0.1171 -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 0.1368 -0.0033 0.0 1.0 0.0 0.0174 0.6226 0.4785 12.3812 50.353 596.5785 30.5 857.9676 261.3891 0.1531 4.4122 51.3157 263.4737 315.2958 2184.4235 19.7425 263.8261 1844.9728 0 51 64 512 461 10 49 0.625 40 0.015625 1.0 0.25 16 0.03125 2.0
3 0.0 0 64 512 1 0.7812 0 0.7812 6731.9863 7178.8007 6166.5487 31193 1 6580.3321 0.5586 0.0038 0.1713 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.143 -0.0028 0.0 1.0 0.0 0.02 0.6875 0.5586 13.0269 50.5115 593.0834 30.9 857.9676 264.8842 0.0655 4.8546 61.4679 320.4413 382.2524 1651.923 19.4153 320.7179 1245.3831 0 52 59 472 386 22 86 0.4915254237288136 29 1.0 59 32.6834 41.116
4 0.0 0 64 512 2 1.4531 0 0.9688 6508.3203 6281.5808 6651.2962 30531 1 6289.6614 0.3867 -0.0019 0.123 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1268 0.0 0.0 1.0 0.0 0.0142 0.5 0.3867 13.9249 50.6506 590.5195 31.2 857.9676 267.4481 0.0636 4.7459 45.9719 288.7953 335.1579 652.1002 19.5645 289.1214 292.6286 0 53 60 480 345 31 134 0.6333333333333333 38 0.03333333333333333 2.0 1.5166666666666666 91 0.016666666666666666 1.0 0.05 3.0
5 0.0 0 64 512 3 2.25 1 1.0 5810.2891 7441.8333 5095.3427 30242 1 6574.3825 0.3047 0.0096 0.2385 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1218 0.0 0.0 1.0 0.0 0.0211 0.5156 0.3047 14.0695 50.7521 590.0227 31.2 857.9676 267.9449 0.0622 4.5947 50.1011 300.1234 350.5934 560.9024 19.5021 300.4296 186.209 0 54 57 456 379 17 76 0.3684210526315789 21 0.10526315789473684 6.0 0.9298245614035088 53 0.0067 9.2903 0.017543859649122806 1.0 0.017543859649122806 1.0
6 0.0 0 64 512 4 2.4844 0 0.9531 5920.2324 6443.0893 5664.8837 30033 1 5739.4678 0.3281 0.0067 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 0.1313 0.0 0.0 1.0 0.0 0.0168 0.4531 0.3281 14.2443 50.9048 588.7913 31.4 857.9676 269.1763 0.0612 5.0782 53.6346 271.6531 325.6797 683.268 19.8067 271.9836 332.7004 0 55 62 496 434 17 62 0.3387096774193548 21 0.04838709677419355 3.0 0.6774193548387096 42 7.0721
7 0.0 0 64 512 5 2.2812 0 0.9062 6120.8418 6407.7637 5873.5673 30008 1 6151.3952 0.4629 -0.0047 0.1712 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1397 -0.0 0.0 1.0 0.0 0.0151 0.5938 0.4629 14.2906 51.0547 633.2055 26.2 857.9676 224.7621 0.0629 4.6042 45.6063 296.6186 342.6071 854.4565 19.0306 296.9374 488.2113 0 56 64 512 422 22 87 0.734375 47 0.015625 1.0 0.578125 37 0.0067 9.5172 0.015625 1.0 0.03125 2.0 0.015625 1.0
8 0.0 0 64 512 5 2.5781 0 0.9844 7322.8574 8407.4009 6459.0281 31653 1 6692.4401 0.4434 0.0133 0.1395 -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 0.131 -0.0053 0.0 1.0 0.0 0.0166 0.5781 0.4434 14.4149 51.1216 629.6761 26.6 857.9676 228.2914 0.0687 5.4807 58.8815 329.3126 388.5892 854.4278 19.65 329.6382 440.7044 0 57 61 488 388 24 99 0.5737704918032787 35 1.1475409836065573 70 0.01639344262295082 1.0
9 0.0 0 64 512 6 3.0469 0 0.9688 6034.1055 6223.8895 5930.3263 29330 1 6569.5919 0.3535 0.0099 0.1348 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1272 -0.0006 0.0 1.0 0.0 0.0172 0.5156 0.3535 14.421 51.2411 632.4707 26.3 857.9676 225.4969 0.0756 4.5986 50.4083 317.2726 368.0298 785.544 20.2901 317.5455 392.6213 0 58 60 480 441 11 38 0.26666666666666666 16 0.4666666666666667 28 0.016666666666666666 1.0 0.0072 9.0284
10 0.0 0 64 512 6 2.7031 0 0.9844 6661.7168 7054.4919 6439.5046 31055 1 6324.187 0.3613 -0.002 0.1616 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1497 -0.0005 0.0 1.0 0.0 0.0227 0.5469 0.3613 15.0173 51.8337 629.3011 26.7 857.9676 228.6665 0.0655 4.7848 50.985 314.2571 365.6335 643.7273 20.2109 314.5827 253.0942 0 59 58 464 362 23 97 0.5517241379310345 32 0.10344827586206896 6.0 1.0 58 0.06896551724137931 4.0 0.017241379310344827 1.0 0.017241379310344827 1.0
11 0.0 0 64 512 7 3.0781 0 0.9844 6317.8027 7111.7259 5821.2857 30479 1 6483.291 0.3848 0.0052 0.2215 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1273 0.0 0.0 1.0 0.0 0.0183 0.5469 0.3848 15.0261 51.9561 627.1725 26.9 857.9676 230.7951 0.0633 4.7623 52.6042 290.3792 343.2867 674.6483 21.1596 290.6188 305.4351 0 60 61 488 373 24 115 1.0491803278688525 64 0.06557377049180328 4.0 0.7704918032786885 47 0.0063 9.488 6.3751
12 0.0 0 64 512 6 3.125 1 1.0 6463.0605 7886.7006 5710.8687 30994 1 6880.4264 0.3457 0.0019 0.1625 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1193 0.0 0.0 1.0 0.0 0.0145 0.5156 0.3457 15.1388 52.027 625.0475 27.1 857.9676 232.92 0.0653 4.7961 53.4008 354.2283 408.0195 684.6355 19.3622 354.5529 252.4537 0 61 61 488 413 21 68 0.18032786885245902 11 0.9344262295081968 57 0.01639344262295082 1.0 0.03278688524590164 2.0 0.06557377049180328 4.0
13 0.0 0 64 512 6 2.9375 0 0.9688 6648.5312 6675.8687 6631.293 29657 1 6232.3936 0.3867 -0.001 0.1137 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1305 0.0 0.0 1.0 0.0 0.0142 0.5312 0.3867 15.158 52.1367 623.0032 27.4 857.9676 234.9644 0.0645 5.0387 50.7679 292.3912 343.5179 624.4476 21.7199 292.6853 254.166 0 62 63 504 449 15 46 0.12698412698412698 8 0.015873015873015872 1.0 0.5714285714285714 36 0.06349206349206349 4.0 0.0064 9.0101 0.07936507936507936 5.0 0.015873015873015872 1.0
14 0.0 0 64 512 6 2.8125 0 0.9062 6871.1211 7110.377 6738.0395 30986 1 6271.4665 0.3574 0.0086 0.1704 -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 0.1454 -0.0038 0.0 1.0 0.0 0.0191 0.5938 0.3574 15.3867 52.3629 620.4409 27.7 857.9676 237.5267 0.0654 4.8585 52.4883 316.0092 368.8701 868.6813 20.4287 316.3161 474.5195 0 63 63 504 415 22 86 0.42857142857142855 27 0.015873015873015872 1.0 0.8888888888888888 56 0.047619047619047616 3.0 0.047619047619047616 3.0
15 0.0 0 64 512 7 2.8125 0 0.9688 6867.2734 8067.7197 6336.3718 31346 1 7132.2744 0.3066 0.014 0.1409 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1309 -0.0 0.0 1.0 0.0 0.0143 0.4375 0.3066 15.383 52.3718 619.1424 27.8 857.9676 238.8252 0.0647 5.3526 58.7073 343.2849 402.3885 692.6827 21.0837 343.616 263.8521 0 64 62 496 435 19 60 0.3225806451612903 20 0.016129032258064516 1.0 0.6129032258064516 38 0.0068 8.8666 0.016129032258064516 1.0 0.016129032258064516 1.0
16 0.0 0 64 512 7 2.8125 1 1.0 6153.6172 7862.9684 5144.9938 31464 1 5836.2093 0.3711 0.0048 0.1809 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1382 -0.0 0.0 1.0 0.0 0.0227 0.5 0.3711 15.5993 52.6177 634.1627 26.1 857.9676 223.8049 0.0645 4.8537 50.2765 285.3918 336.0526 634.5957 22.2875 285.7112 271.3975 0 65 61 488 366 23 121 1.180327868852459 72 0.04918032786885246 3.0 0.7377049180327869 45 0.01639344262295082 1.0 0.01639344262295082 1.0 5.9537
17 0.0 0 64 512 7 2.9531 0 0.9688 6439.0156 6111.65 6648.8654 29740 1 6685.0287 0.3906 -0.0145 0.1273 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1254 -0.0 0.0 1.0 0.0 0.0155 0.5469 0.3906 15.8226 52.9003 630.8162 26.5 857.9676 227.1514 0.0628 4.5991 57.2731 323.5507 381.1919 709.8547 20.4883 323.8556 303.571 0 66 60 480 435 12 44 0.36666666666666664 22 0.05 3.0 0.5666666666666667 34 0.0066 9.3084 0.016666666666666666 1.0
18 0.0 0 64 512 7 3.0625 1 1.0 6846.5332 6910.392 6785.5992 29213 1 6150.4072 0.4883 0.008 0.2377 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1313 0.0 0.0 1.0 0.0 0.0212 0.6875 0.4883 16.0647 53.2021 628.415 26.8 857.9676 229.5526 0.0627 4.6262 49.228 305.8525 355.4619 517.5303 22.0327 306.1709 135.4056 0 67 61 488 438 16 43 0.36065573770491804 22 0.3442622950819672 21 0.11475409836065574 7.0
19 0.0 0 64 512 7 3.2344 0 0.9844 7383.6035 8211.3237 6821.8393 29929 1 6141.4216 0.4043 0.0031 0.2121 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1473 0.0 0.0 1.0 0.0 0.025 0.6094 0.4043 16.173 53.2971 626.4578 27.0 857.9676 231.5098 0.0668 4.8139 51.8795 306.0463 358.2671 670.9587 22.6126 306.3205 285.261 0 68 60 480 418 13 62 0.35 21 0.08333333333333333 5.0 0.65 39 0.0075 9.2352
20 0.0 0 64 512 7 3.1094 0 0.9375 6849.9824 6946.125 6770.3214 31319 1 6263.3838 0.4531 -0.002 0.1978 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1369 -0.0 0.0 1.0 0.0 0.0205 0.6562 0.4531 16.3273 53.4486 624.0512 27.3 857.9676 233.9164 0.0686 4.9239 53.7165 303.0634 357.1172 730.7219 20.5135 303.3317 348.1627 0 69 57 456 354 22 100 0.8245614035087719 47 0.017543859649122806 1.0 1.0526315789473684 60 0.017543859649122806 1.0 0.017543859649122806 1.0 0.14035087719298245 8.0
21 0.0 0 64 512 7 3.1719 0 0.8906 5942.8418 6702.5523 5558.5176 29772 1 6202.3377 0.3359 -0.0023 0.118 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1266 -0.002 0.0 1.0 0.0 0.0136 0.5 0.3359 16.3538 53.356 622.1553 27.5 857.9676 235.8123 0.0651 4.4971 48.5204 287.6047 336.462 928.0517 20.97 287.8763 566.1177 0 70 61 488 398 22 89 0.6557377049180327 40 0.08196721311475409 5.0 0.7377049180327869 45 0.0063 8.9573 0.01639344262295082 1.0 6.1925
22 0.0 0 64 512 7 2.7812 0 0.9375 6158.498 6986.8906 5661.4625 30577 1 5879.0702 0.375 0.0025 0.1169 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1303 0.0 0.0 1.0 0.0 0.0138 0.4688 0.375 16.3088 53.3733 619.9735 27.7 857.9676 237.9941 0.0645 4.8017 45.4262 268.4007 314.246 809.2009 20.4367 268.7549 469.7119 0 71 58 464 377 21 79 0.3793103448275862 22 1.0517241379310345 61 0.13793103448275862 8.0
23 0.0 0 64 512 6 2.75 0 0.9688 6496.7656 7114.178 5968.8333 29148 1 6645.0121 0.4609 0.0151 0.1421 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1219 0.0 0.0 1.0 0.0 0.0186 0.6562 0.4609 16.312 53.3518 618.4863 27.9 857.9676 239.4813 0.0602 4.4786 50.5528 311.4958 362.4515 775.8533 20.601 311.8381 388.3179 0 72 61 488 359 26 129 1.0327868852459017 63 0.11475409836065574 7.0 0.9672131147540983 59 0.0066 9.0389 0.01639344262295082 1.0
24 0.0 0 64 512 7 2.8281 0 0.9688 6007.7578 6901.5911 5420.5469 31182 1 6450.2234 0.3965 0.0136 0.2237 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1235 0.0 0.0 1.0 0.0 0.0181 0.5625 0.3965 16.534 53.6315 616.6702 28.1 857.9676 241.2974 0.0668 5.1941 55.0841 299.7416 355.1541 736.8375 20.6845 300.0029 355.801 0 73 58 464 361 20 101 0.9482758620689655 55 0.08620689655172414 5.0 0.7931034482758621 46 0.034482758620689655 2.0 0.017241379310344827 1.0 0.034482758620689655 2.0
25 0.0 0 64 512 6 2.7344 0 0.9844 5930.1973 6072.1242 5869.7103 30745 1 6036.8087 0.2988 -0.0089 0.0971 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1195 0.0 0.0 1.0 0.0 0.064 0.3594 0.2988 16.5898 53.7518 629.4752 26.6 857.9676 228.4924 0.0661 4.6933 50.044 292.5558 342.9545 639.5606 21.8612 292.844 270.0476 0 74 64 512 437 19 68 0.03125 2 0.109375 7.0 0.921875 59 0.0071 9.3935 0.0625 4.0 0.046875 3.0
26 0.0 0 64 512 6 2.8906 0 0.9688 6931.8203 6564.4852 7112.8105 31582 1 6325.4492 0.3301 -0.0145 0.1116 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1352 -0.0011 0.0 1.0 0.0 0.0164 0.4531 0.3301 16.8138 53.9489 626.9986 26.9 857.9676 230.969 0.0663 4.9589 51.1396 308.4821 359.9248 987.0937 23.2754 308.7185 598.9303 0 75 64 512 434 21 77 0.1875 12 0.015625 1.0 0.96875 62 0.015625 1.0 0.03125 2.0 6.209
27 0.0 0 64 512 6 2.6875 0 0.9219 6552.0254 5927.6872 7116.0186 31827 1 6416.322 0.4746 -0.0091 0.1469 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1332 0.0 0.0 1.0 0.0 0.0181 0.5938 0.4746 17.0905 54.3295 624.7698 27.2 857.9676 233.1978 0.0662 4.888 47.7922 305.2241 353.352 1003.0464 20.8521 305.4933 623.9499 0 76 61 488 415 19 73 0.3770491803278688 23 0.9180327868852459 56 0.0073 9.5322 0.01639344262295082 1.0
28 0.0 0 64 512 6 2.3438 0 0.9062 6973.2559 7723.1186 6515.7925 31204 1 6409.6402 0.3789 0.0007 0.1955 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1347 -0.0 0.0 1.0 0.0 0.0179 0.5625 0.3789 17.2256 54.4399 628.907 26.7 857.9676 229.0605 0.0716 4.9191 53.9669 306.4151 360.706 827.6281 21.3515 306.6672 440.6474 0 77 58 464 347 27 106 0.7241379310344828 42 0.10344827586206896 6.0 1.293103448275862 75 0.10344827586206896 6.0 0.017241379310344827 1.0 0.017241379310344827 1.0 0.06896551724137931 4.0
29 0.0 0 64 512 6 2.625 0 0.9219 5913.8125 7165.1304 5211.8537 31252 1 6425.6925 0.3594 0.0054 0.1736 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1127 -0.0016 0.0 1.0 0.0 0.0131 0.4688 0.3594 17.1172 54.3807 626.1709 27.0 857.9676 231.7967 0.0658 4.7719 53.2092 303.5102 357.0435 1027.6138 19.8591 303.7683 645.9345 0 78 59 472 339 26 132 0.7288135593220338 43 0.0847457627118644 5.0 1.4915254237288136 88 0.0071 13.3714 0.01694915254237288 1.0
30 0.0 0 64 512 5 2.1406 0 0.9219 5971.7539 7443.8 5271.7896 31359 1 6822.5791 0.3223 0.0002 0.1775 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1121 -0.001 0.0 1.0 0.0 0.0197 0.4688 0.3223 17.3101 54.5718 623.1119 27.4 857.9676 234.8557 0.0639 4.7264 50.7595 318.7277 369.8649 864.1247 20.4919 319.041 469.0373 0 79 61 488 393 22 92 0.5573770491803278 34 0.14754098360655737 9.0 0.7868852459016393 48 0.04918032786885246 3.0 0.01639344262295082 1.0
31 0.0 0 64 512 5 2.25 0 0.875 6524.4219 7517.6269 5923.5172 29828 1 6065.1914 0.377 0.0047 0.12 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1309 0.0 0.0 1.0 0.0 0.0175 0.5156 0.377 17.6478 54.8022 621.2485 27.6 857.9676 236.7191 0.0626 5.2654 46.0826 294.2125 340.6332 806.3176 22.4283 294.4877 437.9868 0 80 94 752 614 32 130 0.4787234042553192 45 0.02127659574468085 2.0 0.9680851063829787 91 0.010638297872340425 1.0 0.0075 9.6795 0.02127659574468085 2.0 0.010638297872340425 1.0 6.251 0.05319148936170213 5.0