le-yolo/runs/detect/train22/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	7.39005	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	14.2827	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	21.2389	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	28.4951	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	36.0003	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	43.0565	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	51.1705	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	58.4807	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	69.3072	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	83.1068	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	96.295	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	109.575	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	123.165	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	136.712	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	150.563	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	164.344	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	177.82	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	191.082	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	205.105	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	218.782	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	232.187	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	245.599	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	258.891	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	272.269	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	285.714	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	299.669	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	313.01	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	326.053	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	339.473	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	352.994	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	366.369	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	379.94	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	393.495	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	406.84	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	420.415	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	433.717	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	447.076	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	460.677	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	474.275	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	487.592	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	501	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	514.236	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	527.817	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	542.093	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	555.566	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	569.026	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	582.194	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	595.457	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	608.656	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	622.009	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	635.704	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	649.315	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	662.709	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	674.002	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	681.137	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	688.168	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	694.994	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	701.758	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	708.662	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	715.406	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	722.233	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	728.97	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	735.742	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	742.443	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	749.208	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	756.009	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	762.789	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	769.619	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	776.397	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	783.287	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	790.044	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	796.845	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	803.601	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	810.465	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	817.311	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	824.039	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	830.857	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	837.888	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	844.796	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	852.067	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	859.056	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	866.129	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	873.286	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	880.209	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	887.249	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	894.212	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	901.308	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	908.367	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	915.172	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	922.052	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	928.872	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	935.597	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	942.399	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	949.28	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	956.123	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	962.912	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	969.801	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	976.831	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	983.779	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	990.697	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	997.536	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	1004.31	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