Detection_Experiment/fashion_yolo/fashionpedia_exp/yolov8m_fashion_4class/results.csv

1	epoch	time	train/box_loss	train/cls_loss	train/dfl_loss	metrics/precision(B)	metrics/recall(B)	metrics/mAP50(B)	metrics/mAP50-95(B)	val/box_loss	val/cls_loss	val/dfl_loss	lr/pg0	lr/pg1	lr/pg2
2	1	474.596	0.93903	1.41545	1.28627	0.61587	0.56472	0.58086	0.39693	1.0572	1.75433	1.3424	0.067021	0.000333122	0.000333122
3	2	945.472	0.92099	1.26934	1.27601	0.65767	0.66997	0.70237	0.52208	0.87901	1.11222	1.22253	0.0340196	0.000665135	0.000665135
4	3	1415.01	0.88692	1.19259	1.25441	0.69552	0.68564	0.72146	0.53996	0.85246	1.07178	1.18507	0.00101701	0.000995829	0.000995829
5	4	1884.52	0.83982	1.12034	1.21812	0.7636	0.69239	0.76012	0.59898	0.75789	0.91664	1.14181	0.00099406	0.00099406	0.00099406
6	5	2354.23	0.79317	1.04793	1.18944	0.77686	0.72369	0.79517	0.63704	0.70919	0.82991	1.09923	0.00099208	0.00099208	0.00099208
7	6	2823.81	0.76062	0.99744	1.16595	0.79611	0.75397	0.81301	0.66144	0.68034	0.79346	1.09095	0.0009901	0.0009901	0.0009901
8	7	3293.38	0.73424	0.95944	1.14808	0.77811	0.77505	0.82129	0.66934	0.6387	0.76163	1.05014	0.00098812	0.00098812	0.00098812
9	8	3762.86	0.72051	0.93364	1.14222	0.8307	0.75062	0.83974	0.68937	0.62044	0.70965	1.05224	0.00098614	0.00098614	0.00098614
10	9	4232.56	0.69741	0.89999	1.12531	0.80277	0.78105	0.84217	0.7019	0.58509	0.68064	1.02066	0.00098416	0.00098416	0.00098416
11	10	4701.9	0.68169	0.87808	1.11663	0.82917	0.79387	0.85449	0.71584	0.58173	0.65823	1.02224	0.00098218	0.00098218	0.00098218
12	11	5171.66	0.67499	0.86255	1.11537	0.84073	0.77441	0.86241	0.72051	0.57155	0.65323	1.02392	0.0009802	0.0009802	0.0009802
13	12	5641.02	0.66595	0.845	1.10818	0.83944	0.78124	0.86142	0.72778	0.55057	0.63859	1.00338	0.00097822	0.00097822	0.00097822
14	13	6110.43	0.65533	0.82281	1.0977	0.85016	0.7874	0.86618	0.73724	0.54842	0.62593	1.00401	0.00097624	0.00097624	0.00097624
15	14	6579.99	0.64797	0.81258	1.09286	0.83547	0.80285	0.87085	0.7376	0.53801	0.61695	0.99101	0.00097426	0.00097426	0.00097426
16	15	7049.65	0.63715	0.7988	1.08595	0.85961	0.79098	0.87703	0.74884	0.52471	0.59811	0.98177	0.00097228	0.00097228	0.00097228
17	16	7519.23	0.62896	0.78492	1.07928	0.82386	0.83591	0.87836	0.75043	0.52344	0.58876	0.98531	0.0009703	0.0009703	0.0009703
18	17	7988.97	0.62132	0.77465	1.07472	0.86651	0.79318	0.87996	0.75302	0.51632	0.58756	0.981	0.00096832	0.00096832	0.00096832
19	18	8458.46	0.61949	0.76321	1.07346	0.83482	0.82578	0.88359	0.76031	0.51302	0.57436	0.97926	0.00096634	0.00096634	0.00096634
20	19	8927.76	0.61162	0.75548	1.07409	0.82063	0.84553	0.8846	0.76373	0.5105	0.57243	0.97865	0.00096436	0.00096436	0.00096436
21	20	9397.56	0.60103	0.73727	1.06316	0.82508	0.84635	0.88487	0.76434	0.50517	0.57093	0.97495	0.00096238	0.00096238	0.00096238
22	21	9865.46	0.59967	0.7298	1.05932	0.82435	0.84601	0.88509	0.76508	0.50255	0.56891	0.97282	0.0009604	0.0009604	0.0009604
23	22	10328.2	0.59422	0.71917	1.05554	0.82421	0.84651	0.88646	0.7666	0.50108	0.56414	0.97365	0.00095842	0.00095842	0.00095842
24	23	10790.8	0.58961	0.71019	1.0554	0.82674	0.8483	0.8881	0.76783	0.49758	0.5603	0.97092	0.00095644	0.00095644	0.00095644
25	24	11253.8	0.58536	0.69729	1.05217	0.83952	0.84128	0.8886	0.76988	0.49635	0.55862	0.96996	0.00095446	0.00095446	0.00095446
26	25	11716.2	0.58278	0.69802	1.04804	0.84234	0.84168	0.89132	0.771	0.49616	0.55391	0.96949	0.00095248	0.00095248	0.00095248
27	26	12178.8	0.57886	0.6897	1.04566	0.85293	0.83682	0.89182	0.77091	0.49339	0.55123	0.96775	0.0009505	0.0009505	0.0009505
28	27	12644.5	0.57424	0.67772	1.04268	0.85141	0.83998	0.8931	0.77282	0.49124	0.54865	0.96604	0.00094852	0.00094852	0.00094852
29	28	13106.9	0.56989	0.67106	1.0427	0.86569	0.82599	0.89423	0.77372	0.49094	0.54527	0.96495	0.00094654	0.00094654	0.00094654
30	29	13569.2	0.56663	0.66424	1.03633	0.87071	0.82732	0.89425	0.77436	0.48888	0.54221	0.96293	0.00094456	0.00094456	0.00094456
31	30	14031.5	0.56491	0.65945	1.03474	0.87416	0.82633	0.89702	0.77712	0.4861	0.53997	0.96035	0.00094258	0.00094258	0.00094258
32	31	14493.8	0.56111	0.65743	1.03186	0.8724	0.83137	0.8973	0.77804	0.48532	0.53786	0.95917	0.0009406	0.0009406	0.0009406
33	32	14955.6	0.55913	0.64898	1.03113	0.87391	0.83375	0.90035	0.77864	0.48281	0.5347	0.95652	0.00093862	0.00093862	0.00093862
34	33	15418	0.55545	0.64385	1.03113	0.869	0.83874	0.89926	0.78037	0.48235	0.53183	0.95659	0.00093664	0.00093664	0.00093664
35	34	15880.4	0.5508	0.63619	1.03102	0.84745	0.86771	0.90212	0.78125	0.48295	0.52968	0.95805	0.00093466	0.00093466	0.00093466
36	35	16342.6	0.54993	0.63723	1.03125	0.85849	0.85634	0.90134	0.78232	0.48162	0.5297	0.95724	0.00093268	0.00093268	0.00093268
37	36	16804.7	0.54702	0.62535	1.02967	0.8581	0.85719	0.90146	0.78197	0.4813	0.52816	0.95727	0.0009307	0.0009307	0.0009307
38	37	17266.8	0.54243	0.6199	1.02472	0.8606	0.8609	0.90413	0.78324	0.4812	0.52925	0.95703	0.00092872	0.00092872	0.00092872
39	38	17729.1	0.54064	0.61272	1.02264	0.86105	0.85965	0.90422	0.78307	0.48115	0.52784	0.9567	0.00092674	0.00092674	0.00092674
40	39	18191.2	0.53887	0.60931	1.02123	0.86174	0.85766	0.90456	0.78337	0.48029	0.52615	0.95549	0.00092476	0.00092476	0.00092476
41	40	18653.8	0.53139	0.6029	1.01607	0.86435	0.8555	0.90432	0.78401	0.47858	0.52491	0.95361	0.00092278	0.00092278	0.00092278
42	41	19116.1	0.53408	0.60101	1.01962	0.86674	0.84936	0.90463	0.78439	0.4777	0.52527	0.95235	0.0009208	0.0009208	0.0009208
43	42	19578.3	0.53145	0.59632	1.01591	0.86103	0.85381	0.90495	0.78501	0.47736	0.52465	0.95138	0.00091882	0.00091882	0.00091882
44	43	20040.4	0.52868	0.5836	1.01494	0.86249	0.85859	0.90549	0.78575	0.47668	0.5248	0.95091	0.00091684	0.00091684	0.00091684
45	44	20504.6	0.52763	0.58484	1.01133	0.86715	0.85773	0.90553	0.78649	0.47562	0.52416	0.94888	0.00091486	0.00091486	0.00091486
46	45	20966.7	0.52374	0.57922	1.0097	0.86496	0.85779	0.90613	0.78685	0.4756	0.52425	0.94903	0.00091288	0.00091288	0.00091288
47	46	21428.4	0.52154	0.57403	1.01045	0.88001	0.8417	0.90694	0.7888	0.47492	0.5229	0.94851	0.0009109	0.0009109	0.0009109
48	47	21890.3	0.52137	0.57439	1.01062	0.88246	0.83694	0.90708	0.79087	0.47572	0.52306	0.94903	0.00090892	0.00090892	0.00090892
49	48	22352.5	0.5195	0.56909	1.00541	0.88115	0.83611	0.90723	0.79012	0.47556	0.52117	0.94869	0.00090694	0.00090694	0.00090694
50	49	22814.5	0.5188	0.56325	1.00381	0.85185	0.8671	0.90743	0.79159	0.47566	0.51901	0.94893	0.00090496	0.00090496	0.00090496
51	50	23276.6	0.51374	0.56129	1.00363	0.88405	0.83195	0.90687	0.79149	0.4756	0.51964	0.94916	0.00090298	0.00090298	0.00090298
52	51	23738.5	0.51755	0.55828	1.00527	0.8467	0.86476	0.90715	0.7924	0.47551	0.51703	0.94833	0.000901	0.000901	0.000901
53	52	24200.6	0.51481	0.55834	1.00436	0.88885	0.82982	0.90788	0.79203	0.47542	0.51624	0.9479	0.00089902	0.00089902	0.00089902
54	53	24662.5	0.5114	0.55254	1.00007	0.88054	0.83439	0.90827	0.79284	0.47445	0.51568	0.94597	0.00089704	0.00089704	0.00089704
55	54	25124.8	0.50896	0.54342	0.99716	0.87957	0.8351	0.90828	0.79291	0.47506	0.51621	0.94556	0.00089506	0.00089506	0.00089506
56	55	25587.1	0.50462	0.54098	0.99649	0.8772	0.83601	0.90827	0.79414	0.47565	0.51515	0.94563	0.00089308	0.00089308	0.00089308
57	56	26049.3	0.50612	0.54491	0.99887	0.88427	0.83355	0.9092	0.79486	0.47587	0.5137	0.94622	0.0008911	0.0008911	0.0008911
58	57	26511.4	0.5033	0.53839	0.9971	0.885	0.83479	0.90968	0.79483	0.4749	0.51298	0.94539	0.00088912	0.00088912	0.00088912
59	58	26973.4	0.50054	0.53574	0.99372	0.87954	0.83854	0.91048	0.79524	0.47489	0.51276	0.94537	0.00088714	0.00088714	0.00088714
60	59	27435.5	0.50108	0.53197	0.99693	0.87807	0.84162	0.91123	0.79554	0.47397	0.51264	0.94511	0.00088516	0.00088516	0.00088516
61	60	27897.8	0.50193	0.52879	0.9968	0.87571	0.84718	0.91163	0.79605	0.47396	0.51248	0.94587	0.00088318	0.00088318	0.00088318
62	61	28360	0.49687	0.5238	0.99059	0.87557	0.84413	0.91078	0.79437	0.47423	0.51271	0.9461	0.0008812	0.0008812	0.0008812
63	62	28822	0.49674	0.51739	0.98821	0.87378	0.84612	0.91117	0.79382	0.47465	0.51305	0.94589	0.00087922	0.00087922	0.00087922
64	63	29286.3	0.49831	0.52129	0.99287	0.86326	0.85898	0.91142	0.79623	0.47311	0.51108	0.94409	0.00087724	0.00087724	0.00087724
65	64	29748.5	0.49168	0.51482	0.98801	0.86212	0.86008	0.91188	0.79452	0.47257	0.51118	0.94373	0.00087526	0.00087526	0.00087526
66	65	30210.8	0.49093	0.51166	0.99064	0.86393	0.85755	0.91178	0.79483	0.47126	0.51308	0.94309	0.00087328	0.00087328	0.00087328
67	66	30673.4	0.48996	0.50964	0.98871	0.86439	0.85836	0.9118	0.79626	0.47112	0.51114	0.94228	0.0008713	0.0008713	0.0008713
68	67	31135.8	0.48725	0.50594	0.98582	0.86643	0.85344	0.91203	0.79811	0.4705	0.50867	0.94157	0.00086932	0.00086932	0.00086932
69	68	31597.9	0.48673	0.5033	0.988	0.89025	0.83037	0.9119	0.79859	0.47006	0.50904	0.94153	0.00086734	0.00086734	0.00086734
70	69	32060.2	0.48656	0.50139	0.98504	0.88768	0.83192	0.91147	0.79808	0.4689	0.50962	0.94109	0.00086536	0.00086536	0.00086536
71	70	32522.4	0.48348	0.50085	0.98434	0.89171	0.82874	0.9115	0.79799	0.46792	0.5102	0.94141	0.00086338	0.00086338	0.00086338
72	71	32984.4	0.4847	0.49669	0.98437	0.886	0.82957	0.91131	0.79849	0.46777	0.51222	0.94197	0.0008614	0.0008614	0.0008614
73	72	33446.5	0.48186	0.49734	0.98176	0.8758	0.84131	0.91079	0.79711	0.46655	0.51396	0.941	0.00085942	0.00085942	0.00085942
74	73	33908.6	0.48037	0.49197	0.98147	0.87872	0.84683	0.91038	0.79767	0.46532	0.5139	0.94027	0.00085744	0.00085744	0.00085744
75	74	34370.7	0.48222	0.49279	0.9825	0.87941	0.8471	0.91026	0.79635	0.46446	0.51482	0.93941	0.00085546	0.00085546	0.00085546
76	75	34833	0.47775	0.48748	0.97907	0.87694	0.84631	0.91041	0.79614	0.46376	0.51531	0.93964	0.00085348	0.00085348	0.00085348
77	76	35295.1	0.47712	0.48701	0.97857	0.87412	0.84681	0.91055	0.79561	0.46292	0.51465	0.93928	0.0008515	0.0008515	0.0008515
78	77	35757.2	0.47445	0.47909	0.97752	0.87748	0.83806	0.91043	0.79662	0.46253	0.51421	0.93939	0.00084952	0.00084952	0.00084952
79	78	36219.4	0.47499	0.47603	0.97722	0.8833	0.83726	0.90997	0.79638	0.46193	0.51479	0.93871	0.00084754	0.00084754	0.00084754
80	79	36681.7	0.47372	0.47831	0.9738	0.87848	0.83876	0.90969	0.79656	0.46402	0.5171	0.93979	0.00084556	0.00084556	0.00084556
81	80	37146.3	0.47188	0.4755	0.97527	0.88542	0.83955	0.90996	0.7963	0.46453	0.52173	0.94004	0.00084358	0.00084358	0.00084358
82	81	37608.1	0.47261	0.47433	0.97704	0.88365	0.83769	0.90964	0.79562	0.46532	0.52287	0.94027	0.0008416	0.0008416	0.0008416
83	82	38069.9	0.47042	0.47008	0.97466	0.88444	0.83781	0.91002	0.79564	0.46497	0.52616	0.94048	0.00083962	0.00083962	0.00083962
84	83	38531.6	0.46762	0.46805	0.97435	0.88983	0.83006	0.90899	0.7961	0.46381	0.52777	0.94002	0.00083764	0.00083764	0.00083764
85	84	38993.3	0.4676	0.46594	0.97384	0.88759	0.82934	0.90852	0.79404	0.46423	0.52943	0.94102	0.00083566	0.00083566	0.00083566
86	85	39455	0.46796	0.46293	0.97068	0.8893	0.83036	0.90833	0.79482	0.46383	0.53027	0.94096	0.00083368	0.00083368	0.00083368
87	86	39916.8	0.46728	0.46179	0.9702	0.88996	0.83023	0.90837	0.79495	0.46383	0.53168	0.9396	0.0008317	0.0008317	0.0008317
88	87	40378.8	0.46298	0.46029	0.9684	0.88906	0.82899	0.90866	0.795	0.46383	0.53253	0.93945	0.00082972	0.00082972	0.00082972
89	88	40840.9	0.46303	0.45772	0.96827	0.88776	0.82946	0.90865	0.7949	0.46352	0.53185	0.93884	0.00082774	0.00082774	0.00082774
90	89	41303.3	0.46176	0.45664	0.97013	0.88792	0.82978	0.90767	0.79487	0.46435	0.53372	0.93888	0.00082576	0.00082576	0.00082576
91	90	41765.4	0.46083	0.45357	0.97121	0.89043	0.82816	0.90783	0.79412	0.46422	0.53632	0.93912	0.00082378	0.00082378	0.00082378
92	91	42228	0.46107	0.45139	0.96927	0.86802	0.84779	0.90782	0.79372	0.46463	0.539	0.93956	0.0008218	0.0008218	0.0008218
93	92	42690	0.45929	0.45307	0.96682	0.86522	0.85161	0.90737	0.79374	0.46378	0.5376	0.93943	0.00081982	0.00081982	0.00081982
94	93	43152	0.46016	0.45065	0.96842	0.87161	0.84493	0.90652	0.79386	0.46465	0.5382	0.94029	0.00081784	0.00081784	0.00081784
95	94	43613.9	0.45718	0.44908	0.96704	0.86077	0.85589	0.90606	0.79442	0.46348	0.53736	0.94013	0.00081586	0.00081586	0.00081586
96	95	44076	0.45887	0.44694	0.96849	0.86092	0.85986	0.90599	0.79477	0.46362	0.53655	0.93988	0.00081388	0.00081388	0.00081388
97	96	44538.2	0.45504	0.44399	0.96595	0.8591	0.85556	0.90346	0.793	0.46296	0.53809	0.93997	0.0008119	0.0008119	0.0008119
98	97	45000.2	0.45516	0.44315	0.96648	0.85801	0.85308	0.90244	0.79305	0.46338	0.53927	0.94173	0.00080992	0.00080992	0.00080992
99	98	45462.4	0.45233	0.43965	0.96518	0.86607	0.84775	0.90176	0.79221	0.46451	0.53978	0.94244	0.00080794	0.00080794	0.00080794
100	99	45927	0.45221	0.43739	0.96207	0.86603	0.85345	0.90164	0.79354	0.46665	0.54085	0.94437	0.00080596	0.00080596	0.00080596
101	100	46389	0.44955	0.43427	0.96153	0.86753	0.8577	0.90403	0.79507	0.46633	0.53894	0.94464	0.00080398	0.00080398	0.00080398
102	101	46851	0.44909	0.43242	0.96049	0.87025	0.8561	0.90428	0.79425	0.46643	0.5384	0.94503	0.000802	0.000802	0.000802
103	102	47313.1	0.44779	0.42907	0.95638	0.87006	0.86017	0.9048	0.79615	0.46807	0.54049	0.94549	0.00080002	0.00080002	0.00080002
104	103	47775.2	0.45088	0.43586	0.96374	0.86912	0.86268	0.90498	0.79514	0.46953	0.54258	0.94677	0.00079804	0.00079804	0.00079804
105	104	48237.2	0.4486	0.43123	0.95881	0.88179	0.84919	0.90513	0.79491	0.47222	0.54326	0.94855	0.00079606	0.00079606	0.00079606
106	105	48699.2	0.44872	0.42823	0.95905	0.87909	0.84653	0.90294	0.79446	0.47171	0.54543	0.9477	0.00079408	0.00079408	0.00079408
107	106	49161.5	0.44819	0.42853	0.96006	0.88599	0.84255	0.90283	0.79375	0.47042	0.54522	0.94576	0.0007921	0.0007921	0.0007921
108	107	49623.6	0.44441	0.426	0.95773	0.87972	0.84742	0.90296	0.79553	0.4701	0.54547	0.94559	0.00079012	0.00079012	0.00079012
109	108	50085.9	0.44308	0.42388	0.95475	0.8702	0.85277	0.90206	0.79537	0.46946	0.54852	0.94544	0.00078814	0.00078814	0.00078814
110	109	50547.5	0.44443	0.4185	0.95548	0.8828	0.83732	0.90172	0.7944	0.46905	0.5499	0.94529	0.00078616	0.00078616	0.00078616
111	110	51010.2	0.44387	0.42138	0.95435	0.86257	0.86004	0.90129	0.79357	0.46927	0.55072	0.94507	0.00078418	0.00078418	0.00078418
112	111	51472.4	0.44359	0.42036	0.95318	0.88122	0.84597	0.90106	0.79301	0.46768	0.55016	0.9435	0.0007822	0.0007822	0.0007822
113	112	51934.3	0.44207	0.41848	0.95537	0.88093	0.84526	0.90148	0.7944	0.46795	0.54995	0.94429	0.00078022	0.00078022	0.00078022
114	113	52397.2	0.44164	0.41628	0.95591	0.87769	0.84522	0.90114	0.79354	0.46791	0.55027	0.9454	0.00077824	0.00077824	0.00077824
115	114	52859.2	0.44109	0.41413	0.95581	0.8781	0.84457	0.90005	0.79341	0.4674	0.55128	0.94613	0.00077626	0.00077626	0.00077626
116	115	53321.7	0.4415	0.41856	0.95716	0.88507	0.83603	0.90013	0.79336	0.46945	0.55186	0.94752	0.00077428	0.00077428	0.00077428
117	116	53783.6	0.43807	0.41112	0.9522	0.89038	0.83195	0.89959	0.7949	0.4693	0.55269	0.94728	0.0007723	0.0007723	0.0007723
118	117	54247.7	0.4357	0.41175	0.95447	0.88819	0.83169	0.89862	0.7935	0.46842	0.55237	0.94603	0.00077032	0.00077032	0.00077032
119	118	54709.8	0.43707	0.41214	0.95187	0.87947	0.84319	0.89929	0.79291	0.46871	0.5529	0.94508	0.00076834	0.00076834	0.00076834