shopmanager-grpo-qwen3/training_artifacts/metrics.csv

1	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
2	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
3	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
4	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
5	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
6	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
7	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
8	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
9	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
10	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
11	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
12	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
13	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
14	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
15	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
16	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
17	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
18	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
19	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
20	18																																			1.0	406.352	0.738	0.044	0.0	0.016376476217475202