le-yolo/runs/detect/train25/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	12.9673	0.45249	4.1986	0.07575	0.00149	0.02273	0.00077	0.00015	2.02097	5.41193	0.46303	0.00012	0.00012	0.00012
3	2	25.307	1.79957	2.29896	0.37743	0	0	0	0	2.11999	3.27398	0.45299	0.000257426	0.000257426	0.000257426
4	3	37.7868	1.76111	1.67931	0.28696	0.01681	0.04545	0.01124	0.00262	1.94571	2.36956	0.43637	0.00039208	0.00039208	0.00039208
5	4	50.0275	1.22472	1.18116	0.30079	0.00592	0.04545	0.00604	0.00179	1.92268	2.02949	0.44855	0.000523962	0.000523962	0.000523962
6	5	62.1949	0.01497	0.36592	0.0041	0.00556	0.02273	0.00374	0.0015	1.94858	2.24726	0.46701	0.000653072	0.000653072	0.000653072
7	6	74.2955	0.36814	0.63885	0.13831	0	0	0	0	2.24007	2.52073	0.50565	0.00077941	0.00077941	0.00077941
8	7	86.3205	0.88489	1.07485	0.20194	0	0	0	0	2.32088	2.53415	0.50091	0.000902976	0.000902976	0.000902976
9	8	98.5245	0.42338	0.60917	0.06952	0	0	0	0	2.39516	2.63943	0.4703	0.00102377	0.00102377	0.00102377
10	9	110.599	0.63434	0.89041	0.13923	0	0	0	0	2.35739	2.69967	0.45257	0.00114179	0.00114179	0.00114179
11	10	122.718	1.08634	1.12663	0.20171	0	0	0	0	2.39212	2.70762	0.45447	0.00125704	0.00125704	0.00125704
12	11	134.907	1.03104	1.12858	0.20304	0	0	0	0	2.49588	2.72736	0.4656	0.00136952	0.00136952	0.00136952
13	12	146.921	0.95977	1.01098	0.18837	0	0	0	0	2.52022	2.66453	0.44751	0.00147923	0.00147923	0.00147923
14	13	158.953	0.43783	0.67925	0.08501	0	0	0	0	2.52251	2.63569	0.43967	0.00158616	0.00158616	0.00158616
15	14	171.055	0.99888	1.10095	0.18185	0	0	0	0	2.52251	2.63569	0.43967	0.00169032	0.00169032	0.00169032
16	15	183.138	0.93062	1.17768	0.19708	0	0	0	0	2.51504	2.61879	0.43614	0.0017228	0.0017228	0.0017228
17	16	195.122	0.24923	0.49646	0.04238	0	0	0	0	2.4679	2.61992	0.43823	0.001703	0.001703	0.001703
18	17	207.185	1.48135	1.69808	0.2566	0	0	0	0	2.35916	2.56009	0.42629	0.0016832	0.0016832	0.0016832
19	18	219.843	0.96378	1.15846	0.19688	0	0	0	0	2.2041	2.44609	0.4149	0.0016634	0.0016634	0.0016634
20	19	233.103	0.95964	0.98526	0.18478	0	0	0	0	2.26022	2.41354	0.41501	0.0016436	0.0016436	0.0016436
21	20	248.979	0.80687	1.04294	0.23174	0	0	0	0	2.31597	2.28111	0.41942	0.0016238	0.0016238	0.0016238
22	21	263.596	1.40334	1.35888	0.28611	0.0101	0.02273	0.00991	0.00099	2.23455	2.09703	0.4069	0.001604	0.001604	0.001604
23	22	276.003	0.20343	0.3633	0.06384	0.0101	0.02273	0.00991	0.00099	2.23455	2.09703	0.4069	0.0015842	0.0015842	0.0015842
24	23	288.139	1.14788	1.25198	0.32602	0.0069	0.02273	0.01585	0.00317	2.22552	1.98648	0.40405	0.0015644	0.0015644	0.0015644
25	24	300.337	0.48511	0.51071	0.07746	0	0	0	0	2.37342	2.05043	0.41287	0.0015446	0.0015446	0.0015446
26	25	320.303	0.09075	0.26965	0.01639	0	0	0	0	2.45154	2.08025	0.41351	0.0015248	0.0015248	0.0015248
27	26	336.563	0.89605	0.89378	0.19868	0	0	0	0	2.48862	2.12856	0.41561	0.001505	0.001505	0.001505
28	27	348.548	0.14861	0.25266	0.0236	0	0	0	0	2.41233	2.12772	0.40287	0.0014852	0.0014852	0.0014852
29	28	360.871	0.25955	0.48263	0.03689	0	0	0	0	2.34264	2.4514	0.39424	0.0014654	0.0014654	0.0014654
30	29	382.865	0.60744	0.75436	0.14428	0	0	0	0	2.33996	2.63458	0.39508	0.0014456	0.0014456	0.0014456
31	30	406.14	0.23527	0.368	0.03763	0	0	0	0	2.33996	2.63458	0.39508	0.0014258	0.0014258	0.0014258
32	31	429.538	1.24185	1.38832	0.2575	0	0	0	0	2.32249	2.71493	0.39113	0.001406	0.001406	0.001406
33	32	451.683	0.67472	0.67878	0.1558	0	0	0	0	2.27372	2.6291	0.3802	0.0013862	0.0013862	0.0013862
34	33	464.218	0.30116	0.41522	0.06407	0	0	0	0	2.21664	2.4734	0.37119	0.0013664	0.0013664	0.0013664
35	34	476.338	0.99023	0.87546	0.24543	0	0	0	0	2.15515	2.31756	0.36713	0.0013466	0.0013466	0.0013466
36	35	489.074	0.90532	1.10336	0.24259	0	0	0	0	2.0955	2.30152	0.35918	0.0013268	0.0013268	0.0013268
37	36	501.599	0.93206	0.87828	0.17868	0	0	0	0	2.07463	2.25171	0.36049	0.001307	0.001307	0.001307
38	37	519.36	0.79901	1.0245	0.18769	0	0	0	0	2.13714	2.12118	0.36467	0.0012872	0.0012872	0.0012872
39	38	542.796	0.52684	0.57641	0.11564	0	0	0	0	2.13714	2.12118	0.36467	0.0012674	0.0012674	0.0012674
40	39	566.459	0.38916	0.53569	0.09963	0	0	0	0	2.18005	2.01342	0.37313	0.0012476	0.0012476	0.0012476
41	40	591.074	1.30015	1.15404	0.26573	0	0	0	0	2.17691	1.90704	0.39013	0.0012278	0.0012278	0.0012278
42	41	614.223	1.35784	1.09061	0.32558	0	0	0	0	2.13188	1.7802	0.41146	0.001208	0.001208	0.001208
43	42	637.71	0.63541	0.91816	0.17654	0.00602	0.02273	0.00338	0.00034	2.15322	1.74373	0.43292	0.0011882	0.0011882	0.0011882
44	43	661.866	0.99971	1.18691	0.2392	0.00229	0.02273	0.00137	0.00027	2.02911	1.73651	0.43239	0.0011684	0.0011684	0.0011684
45	44	685.384	0.344	0.38432	0.05877	0.00209	0.02273	0.00202	0.00061	1.90244	1.74085	0.42696	0.0011486	0.0011486	0.0011486
46	45	709.108	1.85295	1.47028	0.44784	0.00188	0.02273	0.00196	0.00078	1.82911	1.74164	0.42644	0.0011288	0.0011288	0.0011288
47	46	732.428	0.78608	0.84542	0.16401	0.00188	0.02273	0.00196	0.00078	1.82911	1.74164	0.42644	0.001109	0.001109	0.001109
48	47	755.702	0.37351	0.52948	0.11086	0.00218	0.02273	0.00215	0.00086	1.80365	1.66385	0.42364	0.0010892	0.0010892	0.0010892
49	48	778.947	1.18801	1.17842	0.31475	0.00317	0.02273	0.00273	0.00109	1.80861	1.54962	0.41309	0.0010694	0.0010694	0.0010694
50	49	802.297	0.85826	1.00929	0.21279	0.00465	0.02273	0.00345	0.00104	1.78207	1.44655	0.39502	0.0010496	0.0010496	0.0010496
51	50	825.78	1.12329	0.92976	0.23082	0.00524	0.02273	0.00433	0.00087	1.78538	1.39672	0.3792	0.0010298	0.0010298	0.0010298
52	51	850.189	1.51909	1.16732	0.3031	0.00485	0.02273	0.00549	0.0011	1.76958	1.34657	0.37333	0.00101	0.00101	0.00101
53	52	873.981	0.55057	0.68153	0.15518	0.00417	0.02273	0.00703	0.0007	1.75745	1.29798	0.36689	0.0009902	0.0009902	0.0009902
54	53	897.699	0.65696	0.6218	0.16946	0.00369	0.02273	0.01429	0.00143	1.7233	1.28537	0.364	0.0009704	0.0009704	0.0009704
55	54	921.68	0.4295	0.93991	0.1387	0.00369	0.02273	0.01429	0.00143	1.7233	1.28537	0.364	0.0009506	0.0009506	0.0009506
56	55	945.258	0.19726	0.28652	0.03223	0.00375	0.02273	0.02682	0.00536	1.72974	1.31105	0.37127	0.0009308	0.0009308	0.0009308
57	56	968.748	0.62659	0.95305	0.21098	0.00694	0.02273	0.02838	0.00568	1.76135	1.33732	0.37612	0.000911	0.000911	0.000911
58	57	992.577	1.41028	1.01639	0.29347	0.01389	0.02273	0.03175	0.00635	1.85281	1.458	0.39242	0.0008912	0.0008912	0.0008912
59	58	1016.14	1.62717	1.15054	0.34785	0.03704	0.02273	0.04301	0.0086	1.96211	1.64997	0.41756	0.0008714	0.0008714	0.0008714
60	59	1040.4	1.4674	1.437	0.35076	0.08333	0.02273	0.04886	0.01466	2.08914	1.97006	0.46715	0.0008516	0.0008516	0.0008516
61	60	1063.93	2.1619	1.69449	0.42238	0.04762	0.02273	0.02816	0.00845	2.0371	2.07698	0.47302	0.0008318	0.0008318	0.0008318
62	61	1088.01	0.93837	0.62478	0.20287	0.025	0.02273	0.01528	0.00459	1.83816	2.18274	0.46909	0.000812	0.000812	0.000812
63	62	1111.43	1.91978	1.31625	0.39209	0.025	0.02273	0.01528	0.00459	1.83816	2.18274	0.46909	0.0007922	0.0007922	0.0007922
64	63	1135.06	1.79684	1.37354	0.38329	0.01562	0.02273	0.00968	0.0029	1.845	2.17144	0.46852	0.0007724	0.0007724	0.0007724
65	64	1158.74	1.29018	0.99341	0.29624	0.01124	0.02273	0.00678	0.00136	2.09765	2.23726	0.48604	0.0007526	0.0007526	0.0007526
66	65	1182.15	0.21303	0.32033	0.03364	0.0101	0.02273	0.00595	0.00119	1.40205	1.6379	0.32861	0.0007328	0.0007328	0.0007328
67	66	1205.71	1.2766	0.90546	0.31922	0.01087	0.02273	0.00593	0.00059	1.24874	1.7049	0.33788	0.000713	0.000713	0.000713
68	67	1229.34	0.945	0.72962	0.23571	0	0	0	0	1.23039	1.6914	0.33795	0.0006932	0.0006932	0.0006932
69	68	1253.33	1.03643	0.94691	0.25471	0	0	0	0	1.50297	1.45718	0.3227	0.0006734	0.0006734	0.0006734
70	69	1277.32	1.02055	0.92359	0.20309	0.00847	0.02273	0.01245	0.00125	1.69917	1.5307	0.41682	0.0006536	0.0006536	0.0006536
71	70	1300.77	1.08451	0.8142	0.19379	0.00847	0.02273	0.01245	0.00125	1.69917	1.5307	0.41682	0.0006338	0.0006338	0.0006338
72	71	1324.61	1.38343	1.15152	0.31421	0.01562	0.04545	0.02089	0.0034	1.61814	1.35401	0.39512	0.000614	0.000614	0.000614
73	72	1348.47	1.08816	0.78567	0.23079	0.01681	0.04545	0.01721	0.00437	1.71017	1.47322	0.40928	0.0005942	0.0005942	0.0005942
74	73	1372.1	1.18322	0.90996	0.26033	0.02632	0.06818	0.02256	0.00634	1.69985	1.47807	0.41832	0.0005744	0.0005744	0.0005744
75	74	1395.43	1.62839	1.14967	0.34968	0.03279	0.09091	0.03414	0.0077	1.995	1.70964	0.48112	0.0005546	0.0005546	0.0005546
76	75	1419.2	0.81518	0.94551	0.2057	0.02817	0.09091	0.03275	0.00755	1.98509	1.73039	0.49578	0.0005348	0.0005348	0.0005348
77	76	1442.7	0.82244	0.62285	0.15281	0.02484	0.09091	0.04633	0.01206	1.97053	1.72869	0.50483	0.000515	0.000515	0.000515
78	77	1466.39	1.74972	1.35583	0.40192	0.02235	0.09091	0.05961	0.01457	2.00902	1.70218	0.49924	0.0004952	0.0004952	0.0004952
79	78	1490.13	1.31038	1.04769	0.26136	0.02235	0.09091	0.05961	0.01457	2.00902	1.70218	0.49924	0.0004754	0.0004754	0.0004754
80	79	1514.6	1.75683	1.13099	0.38757	0.0202	0.09091	0.05845	0.01546	2.0545	1.66527	0.49496	0.0004556	0.0004556	0.0004556
81	80	1538.43	1.1294	0.80461	0.19634	0.0202	0.09091	0.0578	0.01294	2.07111	1.67284	0.49763	0.0004358	0.0004358	0.0004358
82	81	1562.86	1.14135	0.85492	0.23101	0.02105	0.09091	0.05874	0.01308	2.08476	1.67625	0.49953	0.000416	0.000416	0.000416
83	82	1586.84	1.01604	0.63111	0.1745	0.01622	0.06818	0.0354	0.01083	2.09406	1.65665	0.4989	0.0003962	0.0003962	0.0003962
84	83	1609.75	1.65512	1.26846	0.41404	0.01744	0.06818	0.03652	0.01117	2.08155	1.64594	0.50375	0.0003764	0.0003764	0.0003764
85	84	1633.53	0.57993	0.66175	0.18329	0.01911	0.06818	0.03712	0.0113	2.08248	1.63703	0.50456	0.0003566	0.0003566	0.0003566
86	85	1656.74	0.5127	0.58451	0.10667	0.02206	0.06818	0.03851	0.0118	2.08687	1.63729	0.50224	0.0003368	0.0003368	0.0003368