le-yolo/runs/detect/train40/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	17.6253	1.58673	4.02966	1.4629	0.00306	0.95745	0.25147	0.21701	0.59831	3.4472	0.93484	0.00016	0.00016	0.00016
3	2	34.157	0.97453	2.5837	1.00845	1	0.29022	0.93511	0.7284	0.72794	2.90934	0.85501	0.000336634	0.000336634	0.000336634
4	3	50.8526	0.84409	2.14524	0.93347	0.01141	0.97872	0.95462	0.65143	0.72545	2.96458	0.86384	0.000509704	0.000509704	0.000509704
5	4	68.8891	0.92823	1.93303	0.99896	1	0.17404	0.8576	0.66888	0.93772	3.1365	0.99018	0.00067921	0.00067921	0.00067921
6	5	88.2008	0.86695	1.72383	0.99086	1	0.14981	0.89164	0.65259	0.85707	3.08949	0.94664	0.000845152	0.000845152	0.000845152
7	6	108.889	0.9233	1.64537	0.99611	0.00313	0.97872	0.22074	0.15359	1.19903	3.67627	1.40338	0.00100753	0.00100753	0.00100753
8	7	126.63	0.92474	1.74874	1.01005	1	0.22478	0.9398	0.74549	0.6995	3.02254	1.07775	0.00116634	0.00116634	0.00116634
9	8	143.386	0.89439	1.541	1.01516	0.96934	0.67287	0.93016	0.70384	0.84448	2.79319	1.07622	0.00132159	0.00132159	0.00132159
10	9	160.154	1.01923	1.37768	1.04767	0.95661	0.42553	0.84458	0.65549	1.14153	3.14578	1.50441	0.00147328	0.00147328	0.00147328
11	10	176.531	0.85462	1.4615	1.00649	0.82488	0.401	0.59884	0.42863	0.95452	3.05086	1.07771	0.0016214	0.0016214	0.0016214
12	11	193.027	0.88501	1.53296	0.99892	0.91788	0.95141	0.96457	0.73447	1.01148	1.98069	1.07153	0.00176596	0.00176596	0.00176596
13	12	209.352	0.936	1.39373	1.03826	0.86628	0.82979	0.90199	0.67733	1.08629	1.81286	1.03771	0.0017822	0.0017822	0.0017822
14	13	225.621	0.95074	1.5498	1.01222	0.94283	0.61702	0.78999	0.61324	0.93039	2.10289	0.96341	0.0017624	0.0017624	0.0017624
15	14	241.911	0.87627	1.35058	0.98415	0.82171	0.82979	0.89473	0.66946	0.96415	1.78842	0.98676	0.0017426	0.0017426	0.0017426
16	15	258.455	0.89969	1.26147	0.99252	0.88159	0.85106	0.92253	0.6623	1.0348	1.97623	1.03837	0.0017228	0.0017228	0.0017228
17	16	274.784	0.9107	1.19701	1.04842	0.81433	0.87234	0.91067	0.64013	1.07749	2.33723	1.13321	0.001703	0.001703	0.001703
18	17	291.033	0.8797	1.19339	1.01255	0.90187	0.93617	0.95235	0.72838	1.0545	1.88516	1.22758	0.0016832	0.0016832	0.0016832
19	18	307.447	0.86492	1.23953	1.00577	0.9374	0.95587	0.93494	0.6668	0.94737	1.63386	0.95875	0.0016634	0.0016634	0.0016634
20	19	323.927	0.81989	1.14224	0.9353	0.97176	0.97872	0.96568	0.74768	0.79084	2.04213	0.91647	0.0016436	0.0016436	0.0016436
21	20	340.644	0.82661	1.05057	1.01933	0.86772	0.97701	0.89158	0.69948	0.80194	2.04703	0.98656	0.0016238	0.0016238	0.0016238
22	21	356.877	0.82623	1.07653	0.95122	0.91797	0.97872	0.93621	0.74577	0.87056	1.6536	1.23575	0.001604	0.001604	0.001604
23	22	373.893	0.93091	1.1046	1.00084	0.99713	0.97872	0.97504	0.81712	0.88174	1.24998	1.43402	0.0015842	0.0015842	0.0015842
24	23	390.374	0.79185	0.97892	0.98414	1	0.9766	0.97504	0.83856	0.85541	1.15924	1.39651	0.0015644	0.0015644	0.0015644
25	24	406.837	0.77858	0.96501	0.9412	1	0.97516	0.97504	0.82906	0.8962	1.0739	1.39967	0.0015446	0.0015446	0.0015446
26	25	423.408	0.69471	0.8921	0.92449	0.97863	0.97449	0.97462	0.80796	0.8924	1.12536	1.39023	0.0015248	0.0015248	0.0015248
27	26	439.924	0.79448	0.94583	1.01777	0.94546	0.97872	0.97254	0.83029	0.85951	1.08172	1.27858	0.001505	0.001505	0.001505
28	27	456.303	0.75574	0.89269	0.95814	0.99662	0.97872	0.97504	0.8358	0.64848	1.03876	1.01015	0.0014852	0.0014852	0.0014852
29	28	472.56	0.71507	0.83409	0.94143	0.99683	0.97872	0.97504	0.87181	0.57235	0.98598	0.99489	0.0014654	0.0014654	0.0014654
30	29	489.005	0.78166	0.86555	0.98982	0.97822	0.97872	0.97504	0.83676	0.78144	1.05176	1.13006	0.0014456	0.0014456	0.0014456
31	30	505.365	0.74249	0.86108	0.95286	0.9974	0.97872	0.97504	0.84753	0.83641	1.0551	1.25554	0.0014258	0.0014258	0.0014258
32	31	521.68	0.70916	0.87682	0.97448	0.9963	0.95745	0.97421	0.82212	0.93208	0.98694	1.32275	0.001406	0.001406	0.001406
33	32	538.031	0.77631	0.87153	0.97965	0.97698	0.97872	0.97462	0.81106	0.89517	0.93599	1.31376	0.0013862	0.0013862	0.0013862
34	33	554.543	0.74973	0.83324	0.96358	0.99792	0.97872	0.97504	0.84652	0.77113	0.83692	1.18537	0.0013664	0.0013664	0.0013664
35	34	570.984	0.80141	0.80779	0.97662	0.99646	0.97872	0.97504	0.84518	0.76637	0.95064	1.21416	0.0013466	0.0013466	0.0013466
36	35	587.277	0.85547	0.88575	1.08871	0.99951	0.97872	0.97504	0.83551	0.76647	1.01295	1.15899	0.0013268	0.0013268	0.0013268
37	36	604.325	0.767	0.7671	0.95181	1	0.97769	0.97504	0.85141	0.67728	0.95316	1.06362	0.001307	0.001307	0.001307
38	37	621.429	0.71542	0.79484	0.98779	0.9981	0.95745	0.97421	0.84222	0.73423	0.93986	1.13184	0.0012872	0.0012872	0.0012872
39	38	637.85	0.76685	0.74774	0.94989	0.99776	0.95745	0.97274	0.80365	0.81724	0.92326	1.21423	0.0012674	0.0012674	0.0012674
40	39	654.193	0.71727	0.77154	0.93576	1	0.97778	0.97504	0.81219	0.79632	0.79607	1.241	0.0012476	0.0012476	0.0012476
41	40	670.47	0.73679	0.76367	0.96723	0.9987	0.97872	0.97505	0.82224	0.66771	0.84454	1.02726	0.0012278	0.0012278	0.0012278
42	41	687.289	0.69753	0.70766	0.93616	0.99866	0.97872	0.97505	0.84836	0.58592	0.78201	0.95605	0.001208	0.001208	0.001208
43	42	703.805	0.69078	0.75505	0.94243	0.99862	0.97872	0.97505	0.86063	0.55282	0.76261	0.93304	0.0011882	0.0011882	0.0011882
44	43	720.098	0.69355	0.6699	0.94703	0.99818	0.97872	0.97505	0.87101	0.53047	0.81548	0.94703	0.0011684	0.0011684	0.0011684
45	44	736.487	0.61083	0.66366	0.89841	0.99775	0.97872	0.97505	0.86761	0.51186	0.74653	0.95031	0.0011486	0.0011486	0.0011486
46	45	752.747	0.70031	0.70279	0.98732	0.99804	0.97872	0.97505	0.8701	0.50757	0.70518	0.94971	0.0011288	0.0011288	0.0011288
47	46	769.296	0.62004	0.65034	0.90191	0.99812	0.97872	0.97505	0.8481	0.49729	0.65358	0.95067	0.001109	0.001109	0.001109
48	47	785.564	0.69383	0.66827	0.93709	0.99739	0.97872	0.97505	0.87732	0.48397	0.63065	0.94863	0.0010892	0.0010892	0.0010892
49	48	801.985	0.59658	0.59829	0.90597	0.99596	0.97872	0.97505	0.85898	0.51329	0.64556	0.93802	0.0010694	0.0010694	0.0010694
50	49	818.235	0.62114	0.61166	0.90013	0.99836	0.97872	0.97505	0.87547	0.51048	0.70061	0.93659	0.0010496	0.0010496	0.0010496
51	50	834.536	0.62591	0.62487	0.9242	0.9987	0.97872	0.97505	0.86005	0.52268	0.71765	0.93612	0.0010298	0.0010298	0.0010298
52	51	850.84	0.60417	0.59436	0.89844	0.99859	0.97872	0.97505	0.88784	0.50296	0.68031	0.9205	0.00101	0.00101	0.00101
53	52	867.235	0.67345	0.68685	0.95226	0.99746	0.97872	0.97505	0.87982	0.48112	0.64511	0.9015	0.0009902	0.0009902	0.0009902
54	53	883.477	0.65875	0.63211	0.89805	0.99761	0.97872	0.97505	0.8855	0.44319	0.64272	0.88555	0.0009704	0.0009704	0.0009704
55	54	899.777	0.61886	0.64051	0.92091	0.99779	0.97872	0.97505	0.89959	0.39967	0.62697	0.87383	0.0009506	0.0009506	0.0009506
56	55	916.129	0.58662	0.57316	0.8766	0.99787	0.97872	0.97505	0.90367	0.40999	0.58972	0.87969	0.0009308	0.0009308	0.0009308
57	56	932.473	0.56885	0.55402	0.86806	0.99816	0.97872	0.97505	0.88802	0.43791	0.56277	0.88202	0.000911	0.000911	0.000911
58	57	948.702	0.61308	0.631	0.94614	0.99754	0.97872	0.97505	0.86903	0.51987	0.59688	0.89673	0.0008912	0.0008912	0.0008912
59	58	965.014	0.62221	0.62787	0.93053	0.99653	0.97872	0.97505	0.86344	0.53093	0.6724	0.92493	0.0008714	0.0008714	0.0008714
60	59	981.468	0.59869	0.61537	0.91599	0.99832	0.97872	0.97505	0.88686	0.53637	0.6404	0.94102	0.0008516	0.0008516	0.0008516
61	60	997.948	0.67699	0.64553	0.93616	0.99839	0.97872	0.97505	0.89016	0.53426	0.60405	0.93235	0.0008318	0.0008318	0.0008318
62	61	1014.54	0.54223	0.54748	0.86316	0.99856	0.97872	0.97506	0.9013	0.54016	0.60719	0.93491	0.000812	0.000812	0.000812
63	62	1030.81	0.57035	0.56477	0.90542	0.99863	0.97872	0.97506	0.87968	0.51468	0.61519	0.90362	0.0007922	0.0007922	0.0007922
64	63	1047.14	0.56914	0.5558	0.91865	0.99866	0.97872	0.97506	0.88691	0.51397	0.54698	0.90837	0.0007724	0.0007724	0.0007724
65	64	1063.47	0.55618	0.54987	0.88579	0.99865	0.97872	0.97506	0.90335	0.49993	0.51709	0.89065	0.0007526	0.0007526	0.0007526
66	65	1079.7	0.53892	0.53695	0.90014	0.99861	0.97872	0.97506	0.90518	0.53615	0.51287	0.90089	0.0007328	0.0007328	0.0007328
67	66	1096.03	0.52733	0.51237	0.87921	0.99753	0.97872	0.97506	0.89833	0.54082	0.5022	0.90117	0.000713	0.000713	0.000713
68	67	1112.36	0.51289	0.51338	0.8675	0.99761	0.97872	0.97507	0.91082	0.4392	0.50289	0.87438	0.0006932	0.0006932	0.0006932
69	68	1129.26	0.51701	0.50177	0.90627	0.99755	0.97872	0.97507	0.90628	0.43663	0.50467	0.87736	0.0006734	0.0006734	0.0006734
70	69	1145.59	0.55644	0.53077	0.89669	0.99734	0.97872	0.97507	0.9091	0.44588	0.54371	0.88767	0.0006536	0.0006536	0.0006536
71	70	1162.7	0.5669	0.52751	0.90383	0.99726	0.97872	0.97507	0.91448	0.43112	0.53961	0.88243	0.0006338	0.0006338	0.0006338
72	71	1179.38	0.52945	0.53576	0.91008	0.99701	0.97872	0.97507	0.91338	0.40923	0.50713	0.86706	0.000614	0.000614	0.000614
73	72	1195.76	0.5045	0.5	0.83861	0.99672	0.97872	0.97507	0.92336	0.39388	0.45782	0.85291	0.0005942	0.0005942	0.0005942
74	73	1212.84	0.52684	0.5122	0.86863	0.99873	0.97872	0.97507	0.92278	0.40641	0.50211	0.8596	0.0005744	0.0005744	0.0005744
75	74	1229.11	0.55294	0.54271	0.88696	0.99862	0.97872	0.97507	0.90759	0.47393	0.51367	0.88525	0.0005546	0.0005546	0.0005546
76	75	1245.48	0.51732	0.50029	0.85483	0.99845	0.97872	0.97506	0.91187	0.53175	0.48527	0.94813	0.0005348	0.0005348	0.0005348
77	76	1261.78	0.5022	0.51302	0.8886	0.99847	0.97872	0.97506	0.90642	0.53595	0.47371	0.96317	0.000515	0.000515	0.000515
78	77	1277.95	0.50634	0.52206	0.87813	0.99855	0.97872	0.97506	0.91129	0.53131	0.4618	0.96477	0.0004952	0.0004952	0.0004952
79	78	1294.36	0.52087	0.47526	0.84153	0.9986	0.97872	0.97507	0.91053	0.54476	0.44952	0.97	0.0004754	0.0004754	0.0004754
80	79	1310.72	0.50821	0.45477	0.87197	0.99864	0.97872	0.97507	0.90609	0.53997	0.44403	0.96696	0.0004556	0.0004556	0.0004556
81	80	1326.99	0.47979	0.47719	0.84969	0.99869	0.97872	0.97507	0.91254	0.51575	0.4359	0.95256	0.0004358	0.0004358	0.0004358
82	81	1343.24	0.48129	0.44147	0.86231	0.99872	0.97872	0.97507	0.91279	0.48954	0.41942	0.93704	0.000416	0.000416	0.000416
83	82	1359.76	0.49291	0.45548	0.9074	0.99874	0.97872	0.97507	0.90741	0.48763	0.41879	0.92965	0.0003962	0.0003962	0.0003962
84	83	1376.02	0.47079	0.46955	0.86087	0.99879	0.97872	0.97507	0.90904	0.50732	0.44106	0.91512	0.0003764	0.0003764	0.0003764
85	84	1392.31	0.4745	0.45542	0.84629	0.99879	0.97872	0.97507	0.92615	0.49742	0.45247	0.9043	0.0003566	0.0003566	0.0003566
86	85	1408.71	0.49559	0.46153	0.88865	0.99879	0.97872	0.97507	0.91666	0.48863	0.45425	0.8999	0.0003368	0.0003368	0.0003368
87	86	1426.04	0.456	0.45025	0.84546	0.99879	0.97872	0.97507	0.9125	0.47711	0.45384	0.89409	0.000317	0.000317	0.000317
88	87	1446.38	0.49383	0.47862	0.89165	0.9988	0.97872	0.97507	0.91593	0.46283	0.44674	0.88744	0.0002972	0.0002972	0.0002972
89	88	1466.22	0.44404	0.44401	0.87019	0.9988	0.97872	0.97507	0.91409	0.46104	0.44208	0.88486	0.0002774	0.0002774	0.0002774
90	89	1483.27	0.46838	0.44705	0.87652	0.99879	0.97872	0.97507	0.91786	0.45794	0.43956	0.88153	0.0002576	0.0002576	0.0002576
91	90	1499.55	0.47186	0.45836	0.88991	0.99877	0.97872	0.97507	0.91223	0.43885	0.43136	0.87476	0.0002378	0.0002378	0.0002378
92	91	1515.78	0.41417	0.49508	0.85674	0.99878	0.97872	0.97506	0.91813	0.39452	0.42742	0.86201	0.000218	0.000218	0.000218
93	92	1531.92	0.37769	0.462	0.83662	0.99877	0.97872	0.97506	0.91767	0.38334	0.43829	0.85263	0.0001982	0.0001982	0.0001982
94	93	1548.32	0.3924	0.45598	0.82236	0.99877	0.97872	0.97506	0.9216	0.37609	0.43095	0.84625	0.0001784	0.0001784	0.0001784
95	94	1564.44	0.39674	0.46733	0.83448	0.99875	0.97872	0.97506	0.93113	0.38405	0.42572	0.84928	0.0001586	0.0001586	0.0001586
96	95	1580.61	0.38629	0.47264	0.87183	0.99876	0.97872	0.97506	0.92702	0.38576	0.43328	0.85016	0.0001388	0.0001388	0.0001388
97	96	1596.73	0.36293	0.45807	0.83221	0.99876	0.97872	0.97506	0.93093	0.38964	0.44193	0.85438	0.000119	0.000119	0.000119
98	97	1612.83	0.36518	0.46312	0.85978	0.99875	0.97872	0.97506	0.93213	0.38821	0.44448	0.85668	9.92e-05	9.92e-05	9.92e-05
99	98	1628.96	0.37402	0.4537	0.8557	0.99877	0.97872	0.97506	0.93936	0.38717	0.44483	0.85828	7.94e-05	7.94e-05	7.94e-05
100	99	1645.2	0.38499	0.46885	0.83431	0.99875	0.97872	0.97506	0.93932	0.37754	0.43566	0.855	5.96e-05	5.96e-05	5.96e-05
101	100	1661.36	0.3862	0.45546	0.86118	0.99876	0.97872	0.97506	0.93925	0.37097	0.43227	0.85101	3.98e-05	3.98e-05	3.98e-05