le-yolo/runs/detect/train21/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	8.11041	2.19896	1.55548	1.14614	0.71497	0.54591	0.66303	0.31245	2.07974	1.49438	1.0247	6e-05	6e-05	6e-05
3	2	15.4378	2.00457	1.68692	1.09209	0.76166	0.55623	0.67189	0.31402	2.0757	1.49856	1.01275	0.000139307	0.000139307	0.000139307
4	3	23.039	2.14195	1.96277	0.96716	0.7435	0.56522	0.63765	0.30093	2.12258	1.55805	1.00442	0.000217822	0.000217822	0.000217822
5	4	29.9154	2.25284	1.38061	1.01035	0.73446	0.56522	0.60706	0.27276	2.16237	1.5805	1.0228	0.000295545	0.000295545	0.000295545
6	5	36.8504	2.62511	2.05695	1.07281	0.73035	0.58939	0.62843	0.26567	2.17768	1.6034	1.03168	0.000372476	0.000372476	0.000372476
7	6	43.7005	1.96664	1.50045	0.85674	0.67719	0.6087	0.58549	0.23608	2.21351	1.64386	1.0374	0.000448615	0.000448615	0.000448615
8	7	50.6383	2.23689	1.86632	1.04394	0.36657	0.43478	0.4463	0.16419	2.29834	1.82918	1.03751	0.000523962	0.000523962	0.000523962
9	8	57.4957	2.54742	2.27091	1.14457	0.4776	0.26087	0.34551	0.15671	2.35257	1.89293	1.05518	0.000598517	0.000598517	0.000598517
10	9	64.3684	2.04139	1.77406	1.25839	0.47817	0.26087	0.33154	0.14451	2.43692	1.99468	1.07438	0.00067228	0.00067228	0.00067228
11	10	71.1004	2.22162	1.76653	1.06923	0.43055	0.26087	0.31925	0.13498	2.4747	2.09789	1.07083	0.000745251	0.000745251	0.000745251
12	11	78.0975	2.21341	1.82142	1.01469	0.28336	0.39553	0.33653	0.13904	2.45077	2.10756	1.07005	0.00081743	0.00081743	0.00081743
13	12	84.9376	2.39972	1.76474	1.1812	0.40375	0.3913	0.36816	0.15344	2.43453	2.06748	1.06284	0.000888817	0.000888817	0.000888817
14	13	91.7394	2.42639	1.85108	1.05884	0.45756	0.43478	0.39234	0.18911	2.44796	1.96845	1.0552	0.000959412	0.000959412	0.000959412
15	14	98.4998	2.01235	1.85972	1.0585	0.53461	0.43478	0.3842	0.175	2.47925	1.95011	1.08143	0.00102922	0.00102922	0.00102922
16	15	105.288	2.76479	2.23058	1.02981	0.5427	0.47826	0.47396	0.18915	2.57481	1.87407	1.09379	0.00109823	0.00109823	0.00109823
17	16	112.143	2.57013	2.57448	1.10131	0.5427	0.47826	0.47396	0.18915	2.57481	1.87407	1.09379	0.00116645	0.00116645	0.00116645
18	17	119.191	2.14964	1.77674	1.16138	0.4137	0.34783	0.36739	0.18533	2.48981	1.84902	1.06164	0.00123387	0.00123387	0.00123387
19	18	126.256	2.37911	1.76357	1.19074	0.27639	0.47826	0.37039	0.1954	2.3943	1.78435	1.05963	0.00130051	0.00130051	0.00130051
20	19	133.303	1.64537	1.45796	0.85691	0.27639	0.47826	0.37039	0.1954	2.3943	1.78435	1.05963	0.00136635	0.00136635	0.00136635
21	20	140.382	2.45083	1.78947	1.2572	0.45209	0.52174	0.46893	0.2206	2.41137	1.66878	1.05737	0.0014314	0.0014314	0.0014314
22	21	147.295	2.60853	1.98161	1.1151	0.46982	0.47826	0.42631	0.18322	2.42549	1.67772	1.06932	0.00149566	0.00149566	0.00149566
23	22	154.064	1.92024	1.63301	0.81901	0.46982	0.47826	0.42631	0.18322	2.42549	1.67772	1.06932	0.00155913	0.00155913	0.00155913
24	23	160.89	2.59733	1.97777	1.11639	0.2889	0.43478	0.37593	0.14678	2.55352	1.79247	1.13071	0.0016218	0.0016218	0.0016218
25	24	167.714	2.58182	1.65974	1.08907	0.2889	0.43478	0.37593	0.14678	2.55352	1.79247	1.13071	0.00168368	0.00168368	0.00168368
26	25	174.57	2.59062	1.7823	1.11997	0.22618	0.47826	0.31554	0.10126	2.83737	1.84726	1.29002	0.00174478	0.00174478	0.00174478
27	26	181.296	2.37773	1.99319	1.19659	0.22618	0.47826	0.31554	0.10126	2.83737	1.84726	1.29002	0.0017525	0.0017525	0.0017525
28	27	188.116	2.51506	1.84782	1.16377	0.42568	0.26087	0.34301	0.1214	2.9255	1.80412	1.27486	0.0017426	0.0017426	0.0017426
29	28	194.96	2.29245	2.2378	1.33666	0.42568	0.26087	0.34301	0.1214	2.9255	1.80412	1.27486	0.0017327	0.0017327	0.0017327
30	29	201.783	2.59535	2.16216	1.04743	0.32409	0.34783	0.30531	0.15353	2.72749	1.75183	1.14902	0.0017228	0.0017228	0.0017228
31	30	208.531	2.29528	1.47055	1.24341	0.32409	0.34783	0.30531	0.15353	2.72749	1.75183	1.14902	0.0017129	0.0017129	0.0017129
32	31	215.393	2.46655	1.98756	1.26042	0.72329	0.34148	0.40271	0.1476	2.69265	1.81403	1.14844	0.001703	0.001703	0.001703
33	32	222.152	2.6785	1.72055	1.26724	0.72329	0.34148	0.40271	0.1476	2.69265	1.81403	1.14844	0.0016931	0.0016931	0.0016931
34	33	228.929	2.73611	2.18113	1.27413	0.52296	0.43478	0.4928	0.18469	2.40899	1.77097	1.11911	0.0016832	0.0016832	0.0016832
35	34	235.64	2.67616	2.15236	1.23144	0.52296	0.43478	0.4928	0.18469	2.40899	1.77097	1.11911	0.0016733	0.0016733	0.0016733
36	35	242.368	2.51902	1.73398	0.97848	0.54757	0.47826	0.51002	0.1851	2.39043	1.7441	1.14381	0.0016634	0.0016634	0.0016634
37	36	249.063	2.5764	2.02498	1.1383	0.54757	0.47826	0.51002	0.1851	2.39043	1.7441	1.14381	0.0016535	0.0016535	0.0016535
38	37	255.89	2.58441	1.96449	1.19257	0.74627	0.38416	0.51242	0.17308	2.43566	1.67706	1.13766	0.0016436	0.0016436	0.0016436
39	38	262.818	2.21214	1.78543	1.18511	0.74627	0.38416	0.51242	0.17308	2.43566	1.67706	1.13766	0.0016337	0.0016337	0.0016337
40	39	269.552	2.60988	1.96029	1.34435	0.93886	0.34783	0.53827	0.19821	2.31689	1.48875	1.1119	0.0016238	0.0016238	0.0016238
41	40	276.3	1.93332	1.53207	0.93024	0.93886	0.34783	0.53827	0.19821	2.31689	1.48875	1.1119	0.0016139	0.0016139	0.0016139
42	41	283.068	2.56956	1.68524	1.27505	0.68599	0.3806	0.50416	0.20797	2.41697	1.44019	1.11415	0.001604	0.001604	0.001604
43	42	289.87	2.56112	2.28023	1.24288	0.68599	0.3806	0.50416	0.20797	2.41697	1.44019	1.11415	0.0015941	0.0015941	0.0015941
44	43	296.633	2.15705	1.80488	1.23662	0.70315	0.41274	0.49202	0.19265	2.44921	1.47643	1.11583	0.0015842	0.0015842	0.0015842
45	44	303.404	2.53551	2.34721	1.20521	0.70315	0.41274	0.49202	0.19265	2.44921	1.47643	1.11583	0.0015743	0.0015743	0.0015743
46	45	310.149	2.19344	1.75194	1.17904	0.70933	0.34783	0.48115	0.18364	2.56978	1.44292	1.158	0.0015644	0.0015644	0.0015644
47	46	317.108	2.80201	2.24249	1.13711	0.70933	0.34783	0.48115	0.18364	2.56978	1.44292	1.158	0.0015545	0.0015545	0.0015545
48	47	323.914	2.55276	1.94459	1.09767	0.66975	0.43478	0.51409	0.18481	2.67225	1.44982	1.22012	0.0015446	0.0015446	0.0015446
49	48	330.66	2.85619	1.75445	1.2597	0.66975	0.43478	0.51409	0.18481	2.67225	1.44982	1.22012	0.0015347	0.0015347	0.0015347
50	49	337.433	3.34925	2.14671	1.01902	0.74375	0.50543	0.54926	0.19721	2.55172	1.44488	1.17278	0.0015248	0.0015248	0.0015248
51	50	344.188	2.40245	1.88595	1.17353	0.74375	0.50543	0.54926	0.19721	2.55172	1.44488	1.17278	0.0015149	0.0015149	0.0015149
52	51	351.002	2.99366	2.1329	1.09718	0.41522	0.4943	0.4477	0.17014	2.54167	1.54647	1.11982	0.001505	0.001505	0.001505
53	52	357.815	2.80708	1.87593	1.20658	0.41522	0.4943	0.4477	0.17014	2.54167	1.54647	1.11982	0.0014951	0.0014951	0.0014951
54	53	364.583	2.47485	1.9321	1.10002	0.48412	0.44926	0.44934	0.16869	2.58704	1.64252	1.13422	0.0014852	0.0014852	0.0014852
55	54	371.305	2.71134	1.74676	1.66713	0.48412	0.44926	0.44934	0.16869	2.58704	1.64252	1.13422	0.0014753	0.0014753	0.0014753
56	55	378.119	2.36244	1.68775	1.04345	0.76806	0.34783	0.52559	0.16456	2.6066	1.68999	1.18083	0.0014654	0.0014654	0.0014654
57	56	384.878	2.32446	1.83103	1.08871	0.76806	0.34783	0.52559	0.16456	2.6066	1.68999	1.18083	0.0014555	0.0014555	0.0014555
58	57	391.608	2.59867	2.36451	1.23096	0.66593	0.34677	0.38368	0.13931	2.67826	1.78143	1.23118	0.0014456	0.0014456	0.0014456
59	58	398.313	2.60243	2.06077	1.23023	0.66593	0.34677	0.38368	0.13931	2.67826	1.78143	1.23118	0.0014357	0.0014357	0.0014357
60	59	405.109	2.43494	1.92042	1.14283	0.76328	0.42134	0.4577	0.16713	2.60444	1.75129	1.21093	0.0014258	0.0014258	0.0014258
61	60	411.915	2.71296	1.91091	1.08152	0.76328	0.42134	0.4577	0.16713	2.60444	1.75129	1.21093	0.0014159	0.0014159	0.0014159
62	61	418.667	2.8765	2.54033	1.30761	0.73658	0.43478	0.50659	0.20494	2.45257	1.5774	1.1734	0.001406	0.001406	0.001406
63	62	425.482	2.36706	1.80849	1.14367	0.73658	0.43478	0.50659	0.20494	2.45257	1.5774	1.1734	0.0013961	0.0013961	0.0013961
64	63	432.336	2.87715	2.3188	1.24646	0.68656	0.47629	0.50669	0.21683	2.28698	1.5782	1.13902	0.0013862	0.0013862	0.0013862
65	64	439.135	2.50095	1.80839	1.21236	0.68656	0.47629	0.50669	0.21683	2.28698	1.5782	1.13902	0.0013763	0.0013763	0.0013763
66	65	445.948	2.4027	1.47789	1.08062	0.73462	0.43478	0.54473	0.23345	1.99119	1.54596	1.0882	0.0013664	0.0013664	0.0013664
67	66	452.758	2.45771	1.92983	1.14918	0.73462	0.43478	0.54473	0.23345	1.99119	1.54596	1.0882	0.0013565	0.0013565	0.0013565
68	67	459.594	2.24008	1.91072	1.16987	0.639	0.3913	0.50645	0.24316	1.93849	1.46864	1.05638	0.0013466	0.0013466	0.0013466
69	68	466.352	2.00944	1.92521	1.30513	0.639	0.3913	0.50645	0.24316	1.93849	1.46864	1.05638	0.0013367	0.0013367	0.0013367
70	69	473.303	2.92845	2.03266	1.12834	0.55807	0.3913	0.4808	0.2582	2.05105	1.50147	1.03018	0.0013268	0.0013268	0.0013268
71	70	480.051	2.59705	2.25169	1.1917	0.55807	0.3913	0.4808	0.2582	2.05105	1.50147	1.03018	0.0013169	0.0013169	0.0013169
72	71	486.792	2.95139	2.49107	1.10919	0.59954	0.3913	0.48645	0.23961	2.17079	1.56829	1.03586	0.001307	0.001307	0.001307
73	72	493.615	2.68541	2.19401	1.21306	0.59954	0.3913	0.48645	0.23961	2.17079	1.56829	1.03586	0.0012971	0.0012971	0.0012971
74	73	500.558	2.81207	1.98394	1.08391	0.82099	0.47826	0.57077	0.23939	2.32149	1.60054	1.07865	0.0012872	0.0012872	0.0012872
75	74	507.371	2.64932	2.03493	1.13401	0.82099	0.47826	0.57077	0.23939	2.32149	1.60054	1.07865	0.0012773	0.0012773	0.0012773
76	75	514.168	2.75147	1.86593	1.02024	0.66322	0.5141	0.58251	0.25322	2.25662	1.56885	1.0864	0.0012674	0.0012674	0.0012674
77	76	520.91	2.37364	1.73229	1.12039	0.66322	0.5141	0.58251	0.25322	2.25662	1.56885	1.0864	0.0012575	0.0012575	0.0012575
78	77	527.75	2.72823	2.14191	1.27689	0.71709	0.52174	0.61105	0.30289	1.98324	1.42155	1.05246	0.0012476	0.0012476	0.0012476
79	78	534.608	2.38034	1.88913	1.33109	0.71709	0.52174	0.61105	0.30289	1.98324	1.42155	1.05246	0.0012377	0.0012377	0.0012377
80	79	541.375	2.72467	1.70814	1.00373	0.85684	0.47826	0.57141	0.30274	1.89628	1.35683	1.04419	0.0012278	0.0012278	0.0012278
81	80	548.166	2.47977	1.64591	1.17629	0.85684	0.47826	0.57141	0.30274	1.89628	1.35683	1.04419	0.0012179	0.0012179	0.0012179
82	81	555.045	2.07644	1.76064	1.30747	0.6717	0.47826	0.52776	0.25478	2.02295	1.35518	1.04164	0.001208	0.001208	0.001208
83	82	561.88	1.78142	1.50686	1.09265	0.6717	0.47826	0.52776	0.25478	2.02295	1.35518	1.04164	0.0011981	0.0011981	0.0011981
84	83	568.639	2.8057	1.72909	1.21294	0.75046	0.43478	0.53371	0.25283	2.16441	1.38531	1.03015	0.0011882	0.0011882	0.0011882
85	84	575.369	2.39918	1.75911	1.11688	0.75046	0.43478	0.53371	0.25283	2.16441	1.38531	1.03015	0.0011783	0.0011783	0.0011783
86	85	582.139	2.6882	1.96571	1.05173	0.7684	0.47826	0.54405	0.24228	2.21173	1.33193	1.05695	0.0011684	0.0011684	0.0011684
87	86	588.891	2.22216	1.57461	1.2299	0.7684	0.47826	0.54405	0.24228	2.21173	1.33193	1.05695	0.0011585	0.0011585	0.0011585
88	87	595.765	2.67555	1.59363	1.16609	0.79034	0.47826	0.55257	0.24589	2.17454	1.32038	1.04808	0.0011486	0.0011486	0.0011486
89	88	602.469	2.46191	1.54188	1.0219	0.79034	0.47826	0.55257	0.24589	2.17454	1.32038	1.04808	0.0011387	0.0011387	0.0011387
90	89	609.225	2.13698	1.72981	1.18382	0.91483	0.46772	0.57381	0.26621	2.12144	1.33221	1.01476	0.0011288	0.0011288	0.0011288
91	90	615.948	2.585	1.5491	1.36964	0.91483	0.46772	0.57381	0.26621	2.12144	1.33221	1.01476	0.0011189	0.0011189	0.0011189
92	91	622.87	1.95736	1.46004	1.14127	0.82269	0.43478	0.55202	0.287	2.076	1.3071	0.9989	0.001109	0.001109	0.001109
93	92	629.665	2.1816	1.78513	1.095	0.82269	0.43478	0.55202	0.287	2.076	1.3071	0.9989	0.0010991	0.0010991	0.0010991
94	93	636.424	2.40164	1.39268	1.02594	0.62921	0.43478	0.49376	0.27057	2.04136	1.34934	0.99803	0.0010892	0.0010892	0.0010892
95	94	643.266	2.03251	1.44698	1.18419	0.62921	0.43478	0.49376	0.27057	2.04136	1.34934	0.99803	0.0010793	0.0010793	0.0010793
96	95	650.123	2.1699	1.40522	1.15519	0.56266	0.43478	0.48198	0.27581	1.9917	1.33924	0.99544	0.0010694	0.0010694	0.0010694
97	96	657.09	2.76045	1.53437	1.24533	0.56266	0.43478	0.48198	0.27581	1.9917	1.33924	0.99544	0.0010595	0.0010595	0.0010595
98	97	663.894	1.87185	1.90999	1.06526	0.51008	0.52174	0.536	0.28666	1.9385	1.28722	1.00018	0.0010496	0.0010496	0.0010496
99	98	670.663	2.1589	1.37585	0.8499	0.51008	0.52174	0.536	0.28666	1.9385	1.28722	1.00018	0.0010397	0.0010397	0.0010397
100	99	677.386	1.91944	1.45654	1.03445	0.70275	0.47826	0.60094	0.29361	2.03996	1.27689	1.06219	0.0010298	0.0010298	0.0010298
101	100	684.162	2.288	1.76345	1.19022	0.70275	0.47826	0.60094	0.29361	2.03996	1.27689	1.06219	0.0010199	0.0010199	0.0010199
102	101	690.963	2.81298	1.97201	1.26761	1	0.50683	0.68004	0.27382	2.11184	1.35527	1.11841	0.00101	0.00101	0.00101
103	102	697.657	2.53471	2.26319	1.0404	1	0.50683	0.68004	0.27382	2.11184	1.35527	1.11841	0.0010001	0.0010001	0.0010001