le-yolo/runs/detect/train28/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	12.8898	0.42045	0.35811	0.83878	0.99888	0.97872	0.98045	0.94717	0.25909	0.25594	0.79012	0.00012	0.00012	0.00012
3	2	25.2346	0.35106	0.32729	0.81189	0.9987	0.97872	0.97796	0.94786	0.28372	0.28065	0.79161	0.000257426	0.000257426	0.000257426
4	3	37.509	0.42684	0.36561	0.92835	0.99873	0.97872	0.97651	0.91721	0.36242	0.36029	0.82176	0.00039208	0.00039208	0.00039208
5	4	49.7907	0.48991	0.42391	0.97558	0.9987	0.97872	0.97668	0.9092	0.48784	0.3597	0.88719	0.000523962	0.000523962	0.000523962
6	5	62	0.4171	0.36673	0.84649	0.99866	0.97872	0.97694	0.90723	0.41375	0.31067	0.83483	0.000653072	0.000653072	0.000653072
7	6	74.5189	0.46492	0.36189	0.86238	0.99874	0.97872	0.97706	0.90584	0.36981	0.33527	0.81853	0.00077941	0.00077941	0.00077941
8	7	87.0543	0.45367	0.35448	0.85598	0.99877	0.97872	0.9774	0.9174	0.36202	0.35508	0.81799	0.000902976	0.000902976	0.000902976
9	8	99.7457	0.468	0.35802	0.88222	0.99868	0.97872	0.97886	0.89385	0.40219	0.34555	0.81661	0.00102377	0.00102377	0.00102377
10	9	112.075	0.42675	0.34936	0.83937	0.99867	0.97872	0.97908	0.89783	0.39352	0.3544	0.81836	0.00114179	0.00114179	0.00114179
11	10	124.251	0.46832	0.39023	0.87854	0.99857	0.97872	0.97852	0.9185	0.40772	0.35783	0.83179	0.00125704	0.00125704	0.00125704
12	11	136.43	0.49747	0.39796	0.92529	0.99838	0.97872	0.97724	0.90424	0.46589	0.37978	0.85472	0.00136952	0.00136952	0.00136952
13	12	148.75	0.47779	0.40427	0.85314	0.99826	0.97872	0.97752	0.88793	0.4349	0.41487	0.84797	0.00147923	0.00147923	0.00147923
14	13	160.981	0.49587	0.41066	0.85236	0.99814	0.97872	0.97806	0.89666	0.38742	0.38746	0.82839	0.00158616	0.00158616	0.00158616
15	14	173.222	0.60818	0.48836	1.0053	0.99814	0.97872	0.97806	0.89666	0.38742	0.38746	0.82839	0.00169032	0.00169032	0.00169032
16	15	185.505	0.5591	0.45534	0.90106	0.99873	0.97872	0.97963	0.90732	0.38875	0.36032	0.83228	0.0017228	0.0017228	0.0017228
17	16	197.784	0.49203	0.41578	0.86667	0.99883	0.97872	0.97995	0.88718	0.42631	0.38961	0.85123	0.001703	0.001703	0.001703
18	17	210.602	0.50972	0.41536	0.84633	0.99879	0.97872	0.97858	0.90502	0.45283	0.40764	0.86435	0.0016832	0.0016832	0.0016832
19	18	223.162	0.50205	0.42412	0.8768	0.99881	0.97872	0.97689	0.8975	0.43323	0.38334	0.85573	0.0016634	0.0016634	0.0016634
20	19	235.758	0.51367	0.42235	0.91477	0.99855	0.97872	0.97622	0.89677	0.44669	0.38793	0.8636	0.0016436	0.0016436	0.0016436
21	20	248.34	0.47927	0.41004	0.88417	0.99837	0.97872	0.97598	0.88506	0.46257	0.41785	0.88352	0.0016238	0.0016238	0.0016238
22	21	260.744	0.49621	0.42791	0.85998	1	0.97494	0.97583	0.86898	0.52189	0.43437	0.9222	0.001604	0.001604	0.001604
23	22	273.076	0.51594	0.43627	0.87771	1	0.97494	0.97583	0.86898	0.52189	0.43437	0.9222	0.0015842	0.0015842	0.0015842
24	23	285.571	0.51302	0.4198	0.88604	0.99844	0.97872	0.97586	0.91783	0.45922	0.41468	0.92684	0.0015644	0.0015644	0.0015644
25	24	298.064	0.5295	0.4135	0.89507	0.99867	0.97872	0.9761	0.90927	0.4924	0.41789	0.92029	0.0015446	0.0015446	0.0015446
26	25	310.664	0.53314	0.41396	0.87422	0.99867	0.97872	0.97625	0.86547	0.52732	0.44117	0.91177	0.0015248	0.0015248	0.0015248
27	26	323.099	0.5168	0.41398	0.87366	0.99857	0.97872	0.97623	0.8876	0.50863	0.45359	0.89227	0.001505	0.001505	0.001505
28	27	336.014	0.50949	0.4285	0.9138	0.99851	0.97872	0.97602	0.88947	0.45507	0.41671	0.8743	0.0014852	0.0014852	0.0014852
29	28	348.379	0.51373	0.41268	0.88484	0.99894	0.97872	0.97583	0.90491	0.42585	0.38745	0.86905	0.0014654	0.0014654	0.0014654
30	29	360.713	0.59736	0.45199	1.01931	0.99887	0.97872	0.97578	0.91282	0.40277	0.35426	0.85866	0.0014456	0.0014456	0.0014456
31	30	380.95	0.54852	0.40149	0.8981	0.99887	0.97872	0.97578	0.91282	0.40277	0.35426	0.85866	0.0014258	0.0014258	0.0014258
32	31	400.231	0.53546	0.39386	0.88916	1	0.97753	0.97569	0.90832	0.39341	0.35966	0.84885	0.001406	0.001406	0.001406
33	32	412.456	0.4968	0.39358	0.8874	0.99855	0.97872	0.97563	0.91558	0.39661	0.35247	0.84648	0.0013862	0.0013862	0.0013862
34	33	424.565	0.69685	0.42992	1.14738	0.99846	0.97872	0.97569	0.90825	0.40487	0.33801	0.8449	0.0013664	0.0013664	0.0013664
35	34	436.876	0.50861	0.37221	0.85299	0.99858	0.97872	0.97598	0.92767	0.38705	0.33415	0.85492	0.0013466	0.0013466	0.0013466
36	35	449.112	0.50912	0.3935	0.93167	0.99873	0.97872	0.97632	0.90494	0.43978	0.34657	0.90764	0.0013268	0.0013268	0.0013268
37	36	461.509	0.49925	0.38904	0.87365	0.99867	0.97872	0.97669	0.91411	0.3946	0.35283	0.88274	0.001307	0.001307	0.001307
38	37	475.887	0.50156	0.37965	0.8218	0.99881	0.97872	0.97714	0.91877	0.39932	0.35709	0.88075	0.0012872	0.0012872	0.0012872
39	38	488.154	0.48354	0.37645	0.85872	0.99881	0.97872	0.97714	0.91877	0.39932	0.35709	0.88075	0.0012674	0.0012674	0.0012674
40	39	500.907	0.45268	0.36231	0.81738	0.99894	0.97872	0.97724	0.89576	0.44908	0.36364	0.89408	0.0012476	0.0012476	0.0012476
41	40	514.827	0.48821	0.36677	0.84483	0.99898	0.97872	0.9777	0.89226	0.46507	0.36343	0.89683	0.0012278	0.0012278	0.0012278
42	41	529.143	0.51124	0.37549	0.93212	0.99886	0.97872	0.97775	0.89984	0.42873	0.36872	0.89283	0.001208	0.001208	0.001208
43	42	542.346	0.48834	0.37426	0.90231	0.99882	0.97872	0.97805	0.90368	0.42706	0.33498	0.91146	0.0011882	0.0011882	0.0011882
44	43	555.384	0.49343	0.35605	0.84723	0.99874	0.97872	0.97831	0.91179	0.40411	0.31937	0.91146	0.0011684	0.0011684	0.0011684
45	44	567.516	0.47956	0.37061	0.91986	0.99872	0.97872	0.97788	0.91241	0.42681	0.32234	0.88364	0.0011486	0.0011486	0.0011486
46	45	579.755	0.47351	0.34208	0.84733	0.99864	0.97872	0.97731	0.92169	0.416	0.32044	0.87003	0.0011288	0.0011288	0.0011288
47	46	591.908	0.66822	0.51659	0.99349	0.99864	0.97872	0.97731	0.92169	0.416	0.32044	0.87003	0.001109	0.001109	0.001109
48	47	604.039	0.48248	0.38953	0.87439	0.99846	0.97872	0.97691	0.91944	0.39587	0.32528	0.86492	0.0010892	0.0010892	0.0010892
49	48	616.306	0.44215	0.33933	0.8316	0.9985	0.97872	0.97695	0.91828	0.39513	0.31652	0.86306	0.0010694	0.0010694	0.0010694
50	49	628.405	0.46974	0.42094	0.89366	0.99876	0.97872	0.97769	0.92599	0.38188	0.30558	0.85999	0.0010496	0.0010496	0.0010496
51	50	640.463	0.39522	0.34726	0.87482	0.99874	0.97872	0.97873	0.92599	0.38272	0.32357	0.86347	0.0010298	0.0010298	0.0010298
52	51	652.872	0.46654	0.36193	0.86166	0.99864	0.97872	0.97916	0.91349	0.39986	0.33621	0.85705	0.00101	0.00101	0.00101
53	52	665.015	0.45287	0.3511	0.87112	0.99873	0.97872	0.98003	0.91012	0.43681	0.31813	0.85845	0.0009902	0.0009902	0.0009902
54	53	677.337	0.52232	0.3657	0.84321	0.99864	0.97872	0.98027	0.91412	0.43278	0.32396	0.85777	0.0009704	0.0009704	0.0009704
55	54	689.989	0.45584	0.3607	0.88242	0.99864	0.97872	0.98027	0.91412	0.43278	0.32396	0.85777	0.0009506	0.0009506	0.0009506
56	55	702.772	0.53684	0.3668	0.87466	0.99853	0.97872	0.98074	0.9279	0.41034	0.32684	0.85732	0.0009308	0.0009308	0.0009308
57	56	715.209	0.39035	0.33511	0.75192	0.99852	0.97872	0.98032	0.92524	0.39062	0.31801	0.84513	0.000911	0.000911	0.000911
58	57	727.55	0.41096	0.34614	0.86737	0.99859	0.97872	0.9805	0.9288	0.37836	0.32234	0.84203	0.0008912	0.0008912	0.0008912
59	58	740.092	0.43703	0.36361	0.87275	0.99866	0.97872	0.98205	0.93833	0.37688	0.3239	0.83576	0.0008714	0.0008714	0.0008714
60	59	752.232	0.42748	0.33582	0.87849	0.99879	0.97872	0.98321	0.93783	0.38368	0.29086	0.82562	0.0008516	0.0008516	0.0008516
61	60	764.467	0.45502	0.33375	0.88375	0.99882	0.97872	0.98353	0.95411	0.3452	0.28943	0.82145	0.0008318	0.0008318	0.0008318
62	61	778.116	0.42438	0.31405	0.87841	0.99871	0.97872	0.98263	0.95423	0.3198	0.25891	0.80635	0.000812	0.000812	0.000812
63	62	801.793	0.35721	0.28666	0.85522	0.99871	0.97872	0.98263	0.95423	0.3198	0.25891	0.80635	0.0007922	0.0007922	0.0007922
64	63	818.152	0.39025	0.32622	0.84043	0.99846	0.97872	0.98136	0.9542	0.3144	0.2614	0.80204	0.0007724	0.0007724	0.0007724
65	64	830.445	0.41269	0.33488	0.89536	0.99843	0.97872	0.98162	0.95645	0.31942	0.26337	0.80933	0.0007526	0.0007526	0.0007526
66	65	842.604	0.39713	0.32425	0.85552	0.99857	0.97872	0.9844	0.95287	0.34574	0.28552	0.82599	0.0007328	0.0007328	0.0007328
67	66	854.749	0.40625	0.33846	0.84377	0.99877	0.97872	0.98638	0.95786	0.36686	0.3005	0.83526	0.000713	0.000713	0.000713
68	67	867.101	0.41966	0.34919	0.87871	0.99876	0.97872	0.98513	0.95168	0.37638	0.28713	0.84464	0.0006932	0.0006932	0.0006932
69	68	879.61	0.40099	0.3142	0.84361	0.9987	0.97872	0.98301	0.95025	0.38194	0.26652	0.85218	0.0006734	0.0006734	0.0006734
70	69	891.775	0.41387	0.3339	0.87537	0.99866	0.97872	0.98183	0.94997	0.37499	0.28858	0.84238	0.0006536	0.0006536	0.0006536
71	70	903.962	0.45338	0.33663	0.8423	0.99866	0.97872	0.98183	0.94997	0.37499	0.28858	0.84238	0.0006338	0.0006338	0.0006338
72	71	916.062	0.50643	0.33279	0.9241	0.99863	0.97872	0.98045	0.93756	0.36763	0.29023	0.83293	0.000614	0.000614	0.000614
73	72	928.252	0.45032	0.36154	0.82999	0.99861	0.97872	0.97911	0.93056	0.35907	0.27206	0.82151	0.0005942	0.0005942	0.0005942
74	73	941.067	0.45296	0.36075	0.90313	0.99861	0.97872	0.97879	0.94404	0.33268	0.25472	0.80681	0.0005744	0.0005744	0.0005744
75	74	953.719	0.44318	0.33914	0.87394	0.99864	0.97872	0.97886	0.95475	0.29298	0.24309	0.79194	0.0005546	0.0005546	0.0005546
76	75	966.298	0.39712	0.29869	0.83828	0.9986	0.97872	0.9793	0.95507	0.27014	0.23423	0.78235	0.0005348	0.0005348	0.0005348
77	76	978.458	0.36501	0.30713	0.75332	0.99857	0.97872	0.98015	0.94481	0.26685	0.23692	0.77925	0.000515	0.000515	0.000515
78	77	990.708	0.43407	0.3047	0.86787	0.99862	0.97872	0.98074	0.94518	0.26936	0.23827	0.77974	0.0004952	0.0004952	0.0004952
79	78	1002.92	0.39178	0.29779	0.84488	0.99862	0.97872	0.98074	0.94518	0.26936	0.23827	0.77974	0.0004754	0.0004754	0.0004754
80	79	1015.02	0.47965	0.3819	0.93702	0.99867	0.97872	0.98112	0.94772	0.27123	0.22973	0.78087	0.0004556	0.0004556	0.0004556
81	80	1027.32	0.45112	0.3419	0.86119	0.99872	0.97872	0.98213	0.94717	0.29609	0.24435	0.78522	0.0004358	0.0004358	0.0004358
82	81	1039.86	0.3028	0.33919	0.71928	0.99876	0.97872	0.98281	0.94487	0.3121	0.24699	0.79206	0.000416	0.000416	0.000416
83	82	1052.41	0.35602	0.28423	0.79771	0.99878	0.97872	0.98342	0.94624	0.31603	0.24031	0.79987	0.0003962	0.0003962	0.0003962
84	83	1064.77	0.35567	0.27337	0.84639	0.99882	0.97872	0.98332	0.94743	0.32053	0.23592	0.80526	0.0003764	0.0003764	0.0003764
85	84	1076.96	0.36042	0.28098	0.85128	0.99884	0.97872	0.98221	0.94796	0.32919	0.24268	0.81042	0.0003566	0.0003566	0.0003566
86	85	1089.26	0.37428	0.28026	0.87265	0.99886	0.97872	0.98221	0.94908	0.31776	0.25241	0.805	0.0003368	0.0003368	0.0003368
87	86	1101.59	0.31867	0.25367	0.71689	0.99886	0.97872	0.98221	0.94908	0.31776	0.25241	0.805	0.000317	0.000317	0.000317
88	87	1114.06	0.38496	0.30786	0.84856	0.99886	0.97872	0.98229	0.94861	0.31084	0.25736	0.80439	0.0002972	0.0002972	0.0002972
89	88	1126.85	0.39607	0.33479	0.83886	0.99887	0.97872	0.98263	0.94704	0.30677	0.26994	0.80285	0.0002774	0.0002774	0.0002774
90	89	1139.04	0.32131	0.26493	0.72703	0.99886	0.97872	0.98301	0.95294	0.29747	0.26916	0.79741	0.0002576	0.0002576	0.0002576
91	90	1151.37	0.44532	0.33387	0.85804	0.99888	0.97872	0.98272	0.95811	0.28496	0.26672	0.79204	0.0002378	0.0002378	0.0002378
92	91	1163.63	0.33359	0.28629	0.88836	0.99889	0.97872	0.98169	0.9563	0.26795	0.25706	0.78541	0.000218	0.000218	0.000218
93	92	1175.9	0.29363	0.26195	0.82068	0.99889	0.97872	0.98032	0.95598	0.25763	0.24138	0.78058	0.0001982	0.0001982	0.0001982
94	93	1188.46	0.31758	0.24923	0.82758	0.99888	0.97872	0.9795	0.95798	0.25853	0.22807	0.77924	0.0001784	0.0001784	0.0001784
95	94	1200.73	0.2941	0.25918	0.82094	0.99888	0.97872	0.9795	0.95798	0.25853	0.22807	0.77924	0.0001586	0.0001586	0.0001586
96	95	1213.1	0.31419	0.22755	0.79767	0.99885	0.97872	0.97911	0.95684	0.25964	0.23219	0.77761	0.0001388	0.0001388	0.0001388
97	96	1225.2	0.33218	0.27002	0.84346	0.99884	0.97872	0.97918	0.95929	0.2589	0.23171	0.77632	0.000119	0.000119	0.000119
98	97	1237.39	0.30554	0.2535	0.77551	0.99884	0.97872	0.97924	0.95676	0.25592	0.23301	0.77527	9.92e-05	9.92e-05	9.92e-05
99	98	1249.55	0.26152	0.23051	0.71792	0.99883	0.97872	0.97935	0.957	0.25389	0.23283	0.77503	7.94e-05	7.94e-05	7.94e-05
100	99	1262.09	0.28429	0.24512	0.77567	0.99882	0.97872	0.97927	0.95995	0.25514	0.23616	0.77588	5.96e-05	5.96e-05	5.96e-05
101	100	1274.2	0.30278	0.25123	0.83641	0.99881	0.97872	0.97921	0.95976	0.25783	0.23404	0.77676	3.98e-05	3.98e-05	3.98e-05