le-yolo/runs/detect/train41/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	18.1402	0.47944	0.46133	0.88836	0.99875	0.97872	0.97506	0.93418	0.32994	0.37608	0.83179	0.00016	0.00016	0.00016
3	2	34.4057	0.42425	0.433	0.84861	0.99867	0.97872	0.97506	0.91668	0.4889	0.46994	0.89762	0.000336634	0.000336634	0.000336634
4	3	51.4111	0.48259	0.46686	0.87727	0.99824	0.97872	0.97506	0.92277	0.4984	0.54687	0.92823	0.000509704	0.000509704	0.000509704
5	4	67.6072	0.5287	0.46914	0.9081	0.99782	0.97872	0.97506	0.90932	0.53824	0.54679	0.97311	0.00067921	0.00067921	0.00067921
6	5	84.1435	0.52487	0.49027	0.8793	0.99822	0.97872	0.97506	0.89412	0.52647	0.54711	0.94022	0.000845152	0.000845152	0.000845152
7	6	101.475	0.54726	0.47999	0.87693	0.99746	0.97872	0.97506	0.90939	0.50964	0.51196	0.93782	0.00100753	0.00100753	0.00100753
8	7	119.005	0.61025	0.52406	0.9069	0.99845	0.97872	0.97507	0.87756	0.46562	0.46824	0.87736	0.00116634	0.00116634	0.00116634
9	8	135.26	0.57393	0.50446	0.86853	0.99874	0.97872	0.9751	0.88243	0.47807	0.47323	0.89177	0.00132159	0.00132159	0.00132159
10	9	151.389	0.68109	0.53546	0.94177	0.99954	0.97872	0.9751	0.86055	0.57229	0.51387	0.96417	0.00147328	0.00147328	0.00147328
11	10	168.346	0.64458	0.56914	0.93388	1	0.97823	0.97511	0.85	0.63401	0.5844	1.00693	0.0016214	0.0016214	0.0016214
12	11	188.254	0.67439	0.54934	0.95136	0.99822	0.97872	0.97515	0.87105	0.56406	0.51572	0.92047	0.00176596	0.00176596	0.00176596
13	12	204.891	0.64582	0.5765	0.92677	0.99742	0.97872	0.97513	0.85512	0.56877	0.516	0.91833	0.0017822	0.0017822	0.0017822
14	13	221.053	0.71372	0.58976	0.97184	1	0.96998	0.97509	0.84349	0.61375	0.57273	0.95111	0.0017624	0.0017624	0.0017624
15	14	237.402	0.66266	0.53364	0.91875	0.98312	0.95745	0.97315	0.85566	0.55334	0.55951	0.90737	0.0017426	0.0017426	0.0017426
16	15	253.542	0.67609	0.54589	0.9131	0.99474	0.95745	0.97364	0.87683	0.54353	0.5622	0.92293	0.0017228	0.0017228	0.0017228
17	16	269.655	0.67408	0.55198	0.96384	1	0.97779	0.97533	0.86791	0.57366	0.58401	0.97147	0.001703	0.001703	0.001703
18	17	285.706	0.60258	0.51294	0.92221	0.99906	0.97872	0.9755	0.87781	0.57575	0.53208	0.99593	0.0016832	0.0016832	0.0016832
19	18	301.937	0.62963	0.52152	0.92802	0.99851	0.97872	0.97599	0.9003	0.53676	0.56549	0.98264	0.0016634	0.0016634	0.0016634
20	19	318.072	0.6353	0.49809	0.87267	0.99795	0.97872	0.97633	0.85881	0.59663	0.52513	0.96931	0.0016436	0.0016436	0.0016436
21	20	334.204	0.64565	0.50992	0.93722	0.99841	0.97872	0.976	0.88563	0.569	0.51221	0.97589	0.0016238	0.0016238	0.0016238
22	21	350.327	0.66136	0.54824	0.89694	0.99821	0.97872	0.97584	0.8932	0.6197	0.5096	0.97214	0.001604	0.001604	0.001604
23	22	366.757	0.68482	0.58508	0.91759	0.99812	0.97872	0.9757	0.84755	0.67075	0.58399	0.96921	0.0015842	0.0015842	0.0015842
24	23	382.873	0.64606	0.51368	0.91513	0.99852	0.97872	0.97561	0.87689	0.58921	0.5877	0.95012	0.0015644	0.0015644	0.0015644
25	24	399.005	0.64038	0.50967	0.90523	0.99856	0.97872	0.97545	0.9052	0.51041	0.56746	0.91622	0.0015446	0.0015446	0.0015446
26	25	415.109	0.57252	0.48502	0.8637	0.99208	0.95745	0.97401	0.85197	0.59402	0.88397	0.97533	0.0015248	0.0015248	0.0015248
27	26	431.348	0.61366	0.49977	0.93366	0.95512	0.90569	0.95071	0.74338	0.85488	1.71265	1.10987	0.001505	0.001505	0.001505
28	27	447.968	0.588	0.4715	0.89766	0.95347	0.85106	0.90849	0.74192	0.69755	1.50149	1.02355	0.0014852	0.0014852	0.0014852
29	28	465.87	0.57275	0.45098	0.87515	0.99828	0.97872	0.97532	0.89042	0.49141	0.52678	0.90583	0.0014654	0.0014654	0.0014654
30	29	482.189	0.62638	0.48904	0.90502	0.99862	0.97872	0.9758	0.89756	0.52299	0.46477	0.92203	0.0014456	0.0014456	0.0014456
31	30	498.318	0.61207	0.51108	0.89205	0.99863	0.97872	0.9762	0.92276	0.48474	0.45816	0.91051	0.0014258	0.0014258	0.0014258
32	31	514.692	0.56932	0.49133	0.90687	0.99854	0.97872	0.97619	0.92568	0.44391	0.45135	0.91229	0.001406	0.001406	0.001406
33	32	531.125	0.58525	0.49759	0.89818	0.99812	0.97872	0.97632	0.90106	0.48143	0.4472	0.93099	0.0013862	0.0013862	0.0013862
34	33	548.116	0.5834	0.49776	0.90432	0.99786	0.97872	0.97665	0.89026	0.53956	0.47358	0.95164	0.0013664	0.0013664	0.0013664
35	34	564.284	0.64415	0.49086	0.93242	0.998	0.97872	0.97681	0.8972	0.57296	0.45938	0.98087	0.0013466	0.0013466	0.0013466
36	35	580.37	0.64409	0.5081	1.0013	0.99725	0.97872	0.97749	0.91464	0.49976	0.45699	0.93606	0.0013268	0.0013268	0.0013268
37	36	596.551	0.54827	0.43719	0.87673	0.99711	0.97872	0.9775	0.89826	0.57072	0.41084	0.9792	0.001307	0.001307	0.001307
38	37	612.809	0.54709	0.43885	0.92381	0.99681	0.97872	0.97675	0.88478	0.60792	0.4596	1.01831	0.0012872	0.0012872	0.0012872
39	38	628.883	0.61291	0.46095	0.90508	0.99774	0.97872	0.97645	0.88316	0.55894	0.46607	1.03249	0.0012674	0.0012674	0.0012674
40	39	645.048	0.57312	0.45284	0.89446	0.99818	0.97872	0.97598	0.87201	0.63671	0.41899	1.1235	0.0012476	0.0012476	0.0012476
41	40	662.909	0.59912	0.4962	0.92173	0.97868	0.97656	0.97444	0.87074	0.64412	0.43902	1.13865	0.0012278	0.0012278	0.0012278
42	41	685.141	0.58224	0.46871	0.89952	0.99709	0.97872	0.97582	0.88214	0.59172	0.41906	1.10472	0.001208	0.001208	0.001208
43	42	707.505	0.59645	0.45865	0.9106	0.99816	0.97872	0.97614	0.88766	0.57541	0.4632	1.07784	0.0011882	0.0011882	0.0011882
44	43	727.427	0.58362	0.44201	0.92456	0.99861	0.97872	0.97676	0.90513	0.52504	0.40016	0.96605	0.0011684	0.0011684	0.0011684
45	44	747.972	0.53758	0.4217	0.8667	0.99844	0.97872	0.97685	0.90804	0.51381	0.44263	0.94994	0.0011486	0.0011486	0.0011486
46	45	779.045	0.54425	0.42857	0.90426	0.99848	0.97872	0.97675	0.87523	0.51519	0.39502	0.91639	0.0011288	0.0011288	0.0011288
47	46	796.203	0.5489	0.41032	0.88753	0.99853	0.97872	0.97747	0.89747	0.44171	0.36586	0.89044	0.001109	0.001109	0.001109
48	47	812.951	0.57871	0.44336	0.89549	0.99779	0.97872	0.97752	0.8951	0.48708	0.38064	0.87861	0.0010892	0.0010892	0.0010892
49	48	829.003	0.54845	0.41414	0.87947	0.99764	0.97872	0.9775	0.86656	0.49908	0.38051	0.86899	0.0010694	0.0010694	0.0010694
50	49	845.668	0.55153	0.4215	0.86141	0.99827	0.97872	0.97815	0.87752	0.43296	0.36822	0.86006	0.0010496	0.0010496	0.0010496
51	50	862.031	0.55533	0.41225	0.89161	0.99817	0.97872	0.97866	0.90998	0.44273	0.39424	0.87419	0.0010298	0.0010298	0.0010298
52	51	878.631	0.54008	0.40844	0.86838	0.99838	0.97872	0.98019	0.92967	0.48604	0.38639	0.90801	0.00101	0.00101	0.00101
53	52	897.193	0.56699	0.43313	0.90463	0.99852	0.97872	0.98041	0.92177	0.43492	0.3639	0.87145	0.0009902	0.0009902	0.0009902
54	53	916.623	0.50864	0.41497	0.85323	0.99863	0.97872	0.98169	0.92254	0.37331	0.33323	0.84096	0.0009704	0.0009704	0.0009704
55	54	933.987	0.52799	0.44167	0.88952	0.99867	0.97872	0.98229	0.9402	0.35068	0.32846	0.82673	0.0009506	0.0009506	0.0009506
56	55	953.2	0.51184	0.38386	0.8495	0.99872	0.97872	0.98205	0.91803	0.37408	0.32643	0.83053	0.0009308	0.0009308	0.0009308
57	56	971.796	0.52067	0.38354	0.85045	0.99862	0.97872	0.98142	0.9003	0.42678	0.33707	0.84691	0.000911	0.000911	0.000911
58	57	989.698	0.511	0.41411	0.89768	0.99846	0.97872	0.98074	0.91355	0.40564	0.34127	0.85172	0.0008912	0.0008912	0.0008912
59	58	1017.86	0.4908	0.41116	0.88702	0.99856	0.97872	0.98112	0.92068	0.40426	0.35966	0.84755	0.0008714	0.0008714	0.0008714
60	59	1036.58	0.56514	0.41822	0.90872	0.99866	0.97872	0.98084	0.90167	0.45895	0.37725	0.87466	0.0008516	0.0008516	0.0008516
61	60	1054.86	0.53422	0.41125	0.89401	0.99857	0.97872	0.97963	0.91716	0.44786	0.36432	0.88454	0.0008318	0.0008318	0.0008318
62	61	1071.71	0.46392	0.34954	0.84513	0.99892	0.97872	0.97932	0.92682	0.41825	0.34707	0.86556	0.000812	0.000812	0.000812
63	62	1088.96	0.52328	0.38443	0.89059	0.99891	0.97872	0.9784	0.92042	0.39242	0.32999	0.84684	0.0007922	0.0007922	0.0007922
64	63	1107.59	0.50818	0.37645	0.89219	0.99891	0.97872	0.97721	0.93281	0.35708	0.32236	0.82576	0.0007724	0.0007724	0.0007724
65	64	1126.57	0.48813	0.36618	0.86424	0.99891	0.97872	0.9761	0.91243	0.34426	0.32308	0.82122	0.0007526	0.0007526	0.0007526
66	65	1142.82	0.45532	0.35061	0.87759	0.99883	0.97872	0.97586	0.91261	0.36316	0.31026	0.84208	0.0007328	0.0007328	0.0007328
67	66	1159.35	0.46359	0.35559	0.8597	0.99875	0.97872	0.97617	0.92475	0.40385	0.32869	0.88485	0.000713	0.000713	0.000713
68	67	1189.88	0.45464	0.34641	0.84837	0.99852	0.97872	0.97845	0.92003	0.42791	0.35336	0.92566	0.0006932	0.0006932	0.0006932
69	68	1223.2	0.47531	0.3597	0.89926	0.99844	0.97872	0.97905	0.93073	0.41834	0.3546	0.92553	0.0006734	0.0006734	0.0006734
70	69	1255.14	0.49986	0.37546	0.87739	0.9984	0.97872	0.97973	0.94226	0.40476	0.34059	0.90926	0.0006536	0.0006536	0.0006536
71	70	1287.2	0.46296	0.36188	0.86538	0.99848	0.97872	0.97995	0.94666	0.38262	0.32842	0.88033	0.0006338	0.0006338	0.0006338
72	71	1319.9	0.49623	0.36543	0.90021	0.99855	0.97872	0.98011	0.94726	0.35291	0.29502	0.84246	0.000614	0.000614	0.000614
73	72	1352.2	0.43203	0.33428	0.81717	0.99859	0.97872	0.98032	0.94778	0.3231	0.28928	0.81209	0.0005942	0.0005942	0.0005942
74	73	1384.49	0.47023	0.36035	0.85262	0.99864	0.97872	0.98059	0.95735	0.31104	0.29399	0.80566	0.0005744	0.0005744	0.0005744
75	74	1416.26	0.46514	0.3546	0.85979	0.99865	0.97872	0.98032	0.94615	0.32747	0.3008	0.81299	0.0005546	0.0005546	0.0005546
76	75	1448.09	0.45668	0.34178	0.84259	0.99865	0.97872	0.97973	0.94533	0.33532	0.29274	0.81742	0.0005348	0.0005348	0.0005348
77	76	1481.04	0.47215	0.38434	0.87977	0.99863	0.97872	0.9796	0.94067	0.34211	0.29338	0.82438	0.000515	0.000515	0.000515
78	77	1512.88	0.45453	0.37685	0.8768	0.99862	0.97872	0.97935	0.93639	0.34384	0.30578	0.83033	0.0004952	0.0004952	0.0004952
79	78	1545.04	0.45003	0.34932	0.8275	0.99863	0.97872	0.97947	0.94829	0.35016	0.30961	0.83774	0.0004754	0.0004754	0.0004754
80	79	1577.02	0.43199	0.33178	0.85264	0.99863	0.97872	0.9797	0.94548	0.35811	0.29918	0.8406	0.0004556	0.0004556	0.0004556
81	80	1604.21	0.44843	0.3522	0.83275	0.99863	0.97872	0.98023	0.9425	0.35857	0.28806	0.8364	0.0004358	0.0004358	0.0004358
82	81	1636.03	0.42217	0.32164	0.84201	0.99863	0.97872	0.98112	0.94783	0.34587	0.28573	0.8308	0.000416	0.000416	0.000416
83	82	1668.15	0.4109	0.32501	0.87795	0.99865	0.97872	0.98321	0.95142	0.33429	0.2813	0.82246	0.0003962	0.0003962	0.0003962
84	83	1700.1	0.40952	0.32665	0.83963	0.99854	0.97872	0.98581	0.96022	0.32647	0.2664	0.81026	0.0003764	0.0003764	0.0003764
85	84	1732.35	0.41726	0.32544	0.82361	0.99879	0.97872	0.98701	0.95831	0.32555	0.25376	0.80776	0.0003566	0.0003566	0.0003566
86	85	1764.48	0.431	0.33577	0.86785	0.99883	0.97872	0.98679	0.95841	0.32012	0.24168	0.80728	0.0003368	0.0003368	0.0003368
87	86	1797.37	0.41516	0.32249	0.83961	0.99884	0.97872	0.98701	0.95653	0.31304	0.2495	0.80506	0.000317	0.000317	0.000317
88	87	1820.87	0.43646	0.33861	0.86669	0.99886	0.97872	0.98724	0.97058	0.29836	0.25411	0.79956	0.0002972	0.0002972	0.0002972
89	88	1852.78	0.40738	0.32458	0.84266	0.99885	0.97872	0.98701	0.97221	0.28375	0.25807	0.79436	0.0002774	0.0002774	0.0002774
90	89	1883.91	0.39746	0.31575	0.86419	0.99885	0.97872	0.98658	0.96921	0.27939	0.26312	0.79267	0.0002576	0.0002576	0.0002576
91	90	1915.7	0.40373	0.3311	0.87334	0.99884	0.97872	0.98638	0.96984	0.27776	0.26288	0.79233	0.0002378	0.0002378	0.0002378
92	91	1939.09	0.37318	0.32516	0.83658	0.99885	0.97872	0.98513	0.95772	0.27015	0.24987	0.79395	0.000218	0.000218	0.000218
93	92	1955.95	0.32849	0.27068	0.82528	0.99885	0.97872	0.98401	0.95925	0.27214	0.24618	0.79464	0.0001982	0.0001982	0.0001982
94	93	1972.13	0.35147	0.27997	0.81063	0.99884	0.97872	0.98353	0.95206	0.27958	0.24235	0.79546	0.0001784	0.0001784	0.0001784
95	94	1989.05	0.35243	0.29647	0.82422	0.99885	0.97872	0.98353	0.9506	0.28328	0.25305	0.79432	0.0001586	0.0001586	0.0001586
96	95	2005.02	0.34769	0.30079	0.84124	0.99884	0.97872	0.98401	0.95268	0.28254	0.25111	0.79473	0.0001388	0.0001388	0.0001388
97	96	2021.13	0.34354	0.27808	0.82543	0.99882	0.97872	0.98376	0.94778	0.27895	0.25343	0.79467	0.000119	0.000119	0.000119
98	97	2037.16	0.32627	0.28342	0.83989	0.99882	0.97872	0.98376	0.95444	0.27365	0.25356	0.79401	9.92e-05	9.92e-05	9.92e-05
99	98	2053.4	0.34274	0.28733	0.83211	0.99882	0.97872	0.98321	0.95702	0.26831	0.25291	0.79308	7.94e-05	7.94e-05	7.94e-05
100	99	2069.47	0.35258	0.28677	0.81653	0.99885	0.97872	0.98254	0.96554	0.26283	0.24948	0.79225	5.96e-05	5.96e-05	5.96e-05
101	100	2086.26	0.34273	0.28293	0.8384	0.99884	0.97872	0.98221	0.96732	0.26213	0.24529	0.79167	3.98e-05	3.98e-05	3.98e-05