shopmanager-grpo-qwen3/metrics.csv

step,loss,grad_norm,learning_rate,num_tokens,completions/mean_length,completions/min_length,completions/max_length,completions/clipped_ratio,completions/mean_terminated_length,completions/min_terminated_length,completions/max_terminated_length,rewards/reward_total/mean,rewards/reward_total/std,rewards/reward_market/mean,rewards/reward_market/std,rewards/reward_warehouse/mean,rewards/reward_warehouse/std,rewards/reward_showroom/mean,rewards/reward_showroom/std,reward,reward_std,frac_reward_zero_std,sampling/sampling_logp_difference/mean,sampling/sampling_logp_difference/max,sampling/importance_sampling_ratio/min,sampling/importance_sampling_ratio/mean,sampling/importance_sampling_ratio/max,entropy,clip_ratio/low_mean,clip_ratio/low_min,clip_ratio/high_mean,clip_ratio/high_max,clip_ratio/region_mean,step_time,epoch,train_runtime,train_samples_per_second,train_steps_per_second,total_flos,train_loss
1,-0.009,12.235088348388672,0.0,27758.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.7793656587600708,0.12745577096939087,0.25,0.13440430164337158,0.42500001192092896,0.20160645246505737,0.10436563193798065,0.069697305560112,0.7793656587600708,0.12745577096939087,0.0,0.005470390431582928,0.22214925289154053,0.8007970452308655,0.9949374794960022,1.076386570930481,0.028439456821217846,0.0,0.0,0.0,0.0,0.0,19.228480510413647,0.05555555555555555,,,,,
2,0.0723,60.551937103271484,5.000000000000001e-07,55324.0,3.25,3.0,7.0,0.0,3.25,3.0,7.0,0.719434380531311,0.1505809724330902,0.30000001192092896,0.17597654461860657,0.30000001192092896,0.17597654461860657,0.11943437159061432,0.07055392116308212,0.719434380531311,0.1505809724330902,0.0,0.01085888221859932,0.28092825412750244,0.8382877111434937,1.0260276794433594,1.324359655380249,0.036137547835437545,0.0,0.0,0.0,0.0,0.0,17.92062332853675,0.1111111111111111,,,,,
3,0.1153,232.934814453125,1.0000000000000002e-06,83000.0,3.5,3.0,7.0,0.0,3.5,3.0,7.0,0.7885687351226807,0.1279384195804596,0.32500001788139343,0.18837162852287292,0.375,0.20160646736621857,0.08856874704360962,0.07010025531053543,0.7885687351226807,0.1279384344816208,0.0,0.0251829382032156,0.6850378513336182,0.5226751565933228,1.0358223915100098,1.9838452339172363,0.03248842835137111,0.0,0.0,0.0,0.0,0.0,17.184778176248074,0.16666666666666666,,,,,
4,0.0243,13.620709419250488,1.5e-06,110708.0,3.125,3.0,7.0,0.0,3.125,3.0,7.0,0.7762374877929688,0.13016164302825928,0.32499998807907104,0.18837164342403412,0.3500000238418579,0.1967477649450302,0.10123749077320099,0.06825561076402664,0.7762374877929688,0.13016162812709808,0.0,0.007013080175966024,0.2646750509738922,0.7674550414085388,0.9837819337844849,1.0260045528411865,0.03743034108288157,0.0,0.0,0.0,0.0,0.0,17.90316915512085,0.2222222222222222,,,,,
5,0.0004,2.0591225624084473,2.0000000000000003e-06,138452.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.7784374952316284,0.12858590483665466,0.30000001192092896,0.17597654461860657,0.375,0.20160646736621857,0.10343749821186066,0.06380020827054977,0.7784374952316284,0.12858593463897705,0.0,0.001465568202547729,0.05673474818468094,0.9749767780303955,1.0017430782318115,1.058376669883728,0.008188390799773515,0.0,0.0,0.0,0.0,0.0,17.8210555203259,0.2777777777777778,,,,,
6,0.0915,31.611696243286133,2.5e-06,166252.0,3.125,3.0,7.0,0.0,3.125,3.0,7.0,0.7915937900543213,0.12960509955883026,0.375,0.20160646736621857,0.32500001788139343,0.18837162852287292,0.09159374982118607,0.0639258474111557,0.7915937900543213,0.12960509955883026,0.0,0.008641102351248264,0.8236088752746582,0.9935171008110046,1.0399717092514038,2.278707504272461,0.007084679029730978,0.0,0.0,0.0,0.0,0.0,18.056264080107212,0.3333333333333333,,,,,
7,-0.0,0.281630277633667,3e-06,193950.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.7600874900817871,0.13816162943840027,0.32500001788139343,0.18837162852287292,0.32500001788139343,0.18837162852287292,0.11008749902248383,0.07028691470623016,0.7600874900817871,0.13816164433956146,0.0,3.554227441782132e-05,0.0027569520752876997,0.997247576713562,0.9999052286148071,1.0000724792480469,0.0005298306713825696,0.0,0.0,0.0,0.0,0.0,17.43799263238907,0.3888888888888889,,,,,
8,0.0,0.00018881642608903348,3.5e-06,221677.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.7622687816619873,0.1372590959072113,0.4000000059604645,0.20320022106170654,0.25,0.13440430164337158,0.11226874589920044,0.07360353320837021,0.7622687816619873,0.1372590959072113,0.0,2.545601773817907e-07,1.5496943888138048e-06,0.9999986886978149,1.000000238418579,1.0000016689300537,4.1391018498870835e-05,0.0,0.0,0.0,0.0,0.0,17.406394600868225,0.4444444444444444,,,,,
9,0.0,0.00015632262511644512,4.000000000000001e-06,249549.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.775946855545044,0.137176051735878,0.375,0.20160646736621857,0.30000001192092896,0.17597654461860657,0.10094687342643738,0.058497413992881775,0.775946855545044,0.1371760368347168,0.0,2.918131087881193e-07,3.099441755693988e-06,0.9999978542327881,1.0,1.000001311302185,4.173239403826301e-05,0.0,0.0,0.0,0.0,0.0,18.514019537717104,0.5,,,,,
10,0.0,9.833038348006085e-05,4.5e-06,277377.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.7337374687194824,0.15055809915065765,0.2750000059604645,0.1586231142282486,0.3500000238418579,0.1967477649450302,0.10873749852180481,0.06778524816036224,0.7337374687194824,0.15055811405181885,0.0,2.719489771152439e-07,1.9073031580774114e-06,0.9999985694885254,0.9999998807907104,1.0000019073486328,4.224909940830912e-05,0.0,0.0,0.0,0.0,0.0,18.26371632888913,0.5555555555555556,,,,,
11,-0.0,0.00015879125567153096,5e-06,305332.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.7567968368530273,0.13728150725364685,0.375,0.20160646736621857,0.2750000059604645,0.1586231142282486,0.10679687559604645,0.07404065877199173,0.7567968368530273,0.13728150725364685,0.0,3.067227396513772e-07,2.6226434783893637e-06,0.9999973773956299,0.9999994039535522,1.0000019073486328,4.7876037001515215e-05,0.0,0.0,0.0,0.0,0.0,19.4472255371511,0.6111111111111112,,,,,
12,-0.0,0.00039661259506829083,4.3750000000000005e-06,333165.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.7081500291824341,0.1421954482793808,0.30000001192092896,0.17597654461860657,0.2750000059604645,0.1586231142282486,0.13315001130104065,0.07370516657829285,0.7081500291824341,0.142195463180542,0.0,4.768499479723687e-07,5.602954843197949e-06,0.9999943971633911,0.9999988675117493,1.0000016689300537,5.9777358274004655e-05,0.0,0.0,0.0,0.0,0.0,18.45015063509345,0.6666666666666666,,,,,
13,0.0,0.0005282312049530447,3.7500000000000005e-06,361006.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.7762781381607056,0.13823458552360535,0.32500001788139343,0.18837162852287292,0.3500000238418579,0.1967477649450302,0.10127812623977661,0.06158862262964249,0.7762781381607056,0.13823460042476654,0.0,6.830008487668238e-07,5.60290391149465e-06,0.9999943971633911,0.9999983310699463,1.0000022649765015,7.182803437899565e-05,0.0,0.0,0.0,0.0,0.0,17.955969959497452,0.7222222222222222,,,,,
14,-0.0,0.000535853614564985,3.125e-06,388862.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.7628874778747559,0.1295449286699295,0.30000001192092896,0.17597654461860657,0.3499999940395355,0.19674775004386902,0.11288750171661377,0.073255755007267,0.7628874778747559,0.1295449435710907,0.0,1.1113726259281975e-06,2.0979605324100703e-05,0.9999922513961792,1.0000004768371582,1.0000211000442505,9.972968496185786e-05,0.0,0.0,0.0,0.0,0.0,18.99697282537818,0.7777777777777778,,,,,
15,0.0,0.005312301218509674,2.5e-06,416636.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.7899656295776367,0.1296130269765854,0.3499999940395355,0.19674775004386902,0.3500000238418579,0.1967477649450302,0.08996562659740448,0.05463240668177605,0.7899656295776367,0.12961304187774658,0.0,4.004845322924666e-06,4.589592936099507e-05,0.9999337792396545,0.9999885559082031,1.0000029802322388,0.0001807671503684105,0.0,0.0,0.0,0.0,0.0,19.184648096561432,0.8333333333333334,,,,,
16,-0.0,0.005995223298668861,1.8750000000000003e-06,444544.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.789996862411499,0.12048782408237457,0.375,0.20160646736621857,0.32039374113082886,0.18316024541854858,0.09460312128067017,0.062435995787382126,0.789996862411499,0.12048781663179398,0.0,4.866625204158481e-06,2.9087463190080598e-05,0.999959409236908,0.9999855160713196,1.0000004768371582,0.00019320984370096994,0.0,0.0,0.0,0.0,0.0,19.476148523390293,0.8888888888888888,,,,,
17,0.0,0.011378168128430843,1.25e-06,472481.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.8168656826019287,0.09262391924858093,0.375,0.20160646736621857,0.3498094081878662,0.19690066576004028,0.09205625206232071,0.07046373933553696,0.8168656826019287,0.09262390434741974,0.0,5.950785180175444e-06,4.7328881919384e-05,0.9999284744262695,0.9999822974205017,1.000001072883606,0.00021975090658088448,0.0,0.0,0.0,0.0,0.0,19.344543006271124,0.9444444444444444,,,,,
18,0.0,0.018683306872844696,6.25e-07,500266.0,3.0,3.0,3.0,0.0,3.0,3.0,3.0,0.7750625014305115,0.14084643125534058,0.3500000238418579,0.1967477649450302,0.32499998807907104,0.18837164342403412,0.10006250441074371,0.05640558898448944,0.7750625014305115,0.14084644615650177,0.0625,1.1303089195280336e-05,0.00027322862297296524,0.999584436416626,0.9999662637710571,0.9999997615814209,0.000320568448614722,0.0,0.0,0.0,0.0,0.0,17.66909484937787,1.0,,,,,
18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.0,406.352,0.738,0.044,0.0,0.016376476217475202