le-yolo/runs/detect/train42/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	24.0892	1.21014	3.1702	1.19727	0.00313	0.97872	0.79623	0.64322	0.52877	3.00181	0.80078	0.00026	0.00026	0.00026
3	2	47.6531	0.81396	2.37685	0.8738	0.00313	0.97872	0.91786	0.75913	0.59196	2.94612	0.82206	0.000534654	0.000534654	0.000534654
4	3	71.3087	0.90479	1.60795	0.97833	1	0.22824	0.93879	0.66689	0.75898	2.86271	0.91755	0.000803764	0.000803764	0.000803764
5	4	94.8688	0.8895	1.99802	0.91206	0.93431	0.30285	0.74521	0.55539	1.24471	3.01773	1.14351	0.00106733	0.00106733	0.00106733
6	5	121.137	1.04688	1.71324	1.04767	1	0.24535	0.84327	0.51189	1.29624	2.99114	1.2371	0.00132535	0.00132535	0.00132535
7	6	148.455	1.01511	1.47643	1.01558	0.58375	0.55319	0.61104	0.35898	1.30424	2.7948	1.37665	0.00157783	0.00157783	0.00157783
8	7	177.704	0.9864	1.49348	1.04347	0.44618	0.4972	0.5101	0.32791	1.17259	2.53619	1.17558	0.00182476	0.00182476	0.00182476
9	8	205.892	0.95161	1.72087	0.96641	0.35612	0.3617	0.35199	0.21519	1.13552	2.86189	1.32933	0.0018614	0.0018614	0.0018614
10	9	232.104	0.88668	1.27559	1.01199	0.94045	0.85106	0.92187	0.71277	0.93981	2.32268	1.10274	0.0018416	0.0018416	0.0018416
11	10	257.073	0.85097	1.18	0.98084	0.87844	0.89362	0.92713	0.68172	1.08036	2.16889	1.36525	0.0018218	0.0018218	0.0018218
12	11	280.991	0.8414	1.19826	0.99981	0.91566	0.93617	0.93819	0.70522	0.95442	1.87041	1.07072	0.001802	0.001802	0.001802
13	12	305.22	0.81479	1.12343	0.99497	0.91432	0.93617	0.95876	0.76008	0.95333	1.53747	1.08682	0.0017822	0.0017822	0.0017822
14	13	330.404	0.89566	1.26248	1.05965	0.97453	0.81431	0.92745	0.74294	0.95597	1.68502	1.02441	0.0017624	0.0017624	0.0017624
15	14	354.649	0.86146	1.02063	0.97788	0.97487	0.82557	0.92657	0.76033	0.82173	1.48851	0.96724	0.0017426	0.0017426	0.0017426
16	15	378.537	0.8416	1.02579	0.97734	0.95027	0.81328	0.93559	0.73196	0.93238	1.55029	0.99569	0.0017228	0.0017228	0.0017228
17	16	401.981	0.87862	1.05715	1.02717	0.95058	0.97872	0.96493	0.74785	0.99445	1.60188	1.07597	0.001703	0.001703	0.001703
18	17	425.416	0.80003	0.97431	0.97289	0.95122	0.95745	0.95916	0.73193	0.96187	1.93658	1.07991	0.0016832	0.0016832	0.0016832
19	18	449.022	0.85057	0.97173	0.98063	0.97624	0.91489	0.97058	0.75072	0.90846	1.59001	1.01985	0.0016634	0.0016634	0.0016634
20	19	472.447	0.75923	0.88068	0.94275	0.97282	0.89362	0.96174	0.75264	0.95586	1.42234	1.17318	0.0016436	0.0016436	0.0016436
21	20	495.989	0.75964	0.92738	0.98218	1	0.97355	0.97504	0.85133	0.67615	1.14754	0.92154	0.0016238	0.0016238	0.0016238
22	21	519.341	0.6757	1.0684	0.90095	0.99943	0.97872	0.97505	0.82498	0.66347	1.05758	0.87736	0.001604	0.001604	0.001604
23	22	542.781	0.73579	0.85533	0.97585	0.99976	0.95745	0.97462	0.80296	0.7293	0.89174	0.96075	0.0015842	0.0015842	0.0015842
24	23	566.191	0.73467	0.77787	0.99213	0.966	0.97872	0.9742	0.79881	0.71255	0.86262	0.96275	0.0015644	0.0015644	0.0015644
25	24	589.53	0.89523	0.9858	1.05108	0.97534	0.97872	0.96696	0.81023	0.72002	0.81587	0.98077	0.0015446	0.0015446	0.0015446
26	25	612.971	0.71584	0.74313	0.9676	1	0.97768	0.97505	0.80842	0.70002	0.88434	0.97039	0.0015248	0.0015248	0.0015248
27	26	636.995	0.73318	0.79282	0.95594	1	0.97285	0.97505	0.832	0.68043	0.92881	0.97559	0.001505	0.001505	0.001505
28	27	660.553	0.741	0.72614	0.9882	0.99036	0.97872	0.97505	0.83284	0.67624	0.96215	0.94741	0.0014852	0.0014852	0.0014852
29	28	684.189	0.70974	0.71838	0.9661	0.97096	0.97872	0.97377	0.80653	0.73757	1.08548	0.99487	0.0014654	0.0014654	0.0014654
30	29	707.759	0.60891	0.76684	0.85854	1	0.95679	0.97422	0.8339	0.73198	0.92743	1.00092	0.0014456	0.0014456	0.0014456
31	30	733.648	0.78989	0.76315	0.99985	1	0.95318	0.97462	0.83993	0.77298	0.84898	1.00579	0.0014258	0.0014258	0.0014258
32	31	759.822	0.72255	0.69441	0.93828	0.97354	0.97872	0.97335	0.84559	0.78291	0.78439	0.98336	0.001406	0.001406	0.001406
33	32	784.559	0.6532	0.65362	0.94586	0.97862	0.97414	0.97462	0.83233	0.73846	0.8393	0.98335	0.0013862	0.0013862	0.0013862
34	33	811.179	0.66027	0.65516	0.95061	1	0.97846	0.97505	0.84068	0.71281	0.72332	0.99258	0.0013664	0.0013664	0.0013664
35	34	836.989	0.76515	0.71989	0.96836	1	0.97642	0.97506	0.8404	0.65157	0.87672	0.97463	0.0013466	0.0013466	0.0013466
36	35	863.168	0.62627	0.59022	0.93591	0.97847	0.96695	0.97463	0.83524	0.66897	0.86008	1.00737	0.0013268	0.0013268	0.0013268
37	36	889.461	0.62287	0.5833	0.91359	0.99678	0.97872	0.97506	0.86936	0.65085	0.67234	1.03826	0.001307	0.001307	0.001307
38	37	915.671	0.66937	0.5941	0.94288	0.97843	0.97872	0.97421	0.86142	0.79403	0.60723	1.15412	0.0012872	0.0012872	0.0012872
39	38	941.878	0.59313	0.58485	0.93566	0.97743	0.97872	0.97464	0.84001	0.81435	0.64126	1.17514	0.0012674	0.0012674	0.0012674
40	39	967.008	0.60282	0.57981	0.90233	0.99517	0.97872	0.97507	0.85646	0.76241	0.64553	1.11362	0.0012476	0.0012476	0.0012476
41	40	990.923	0.58867	0.53621	0.91277	0.99687	0.97872	0.97507	0.893	0.54821	0.57556	0.98192	0.0012278	0.0012278	0.0012278
42	41	1014.57	0.59949	0.52836	0.90913	0.9976	0.97872	0.97507	0.87453	0.53395	0.60574	0.9754	0.001208	0.001208	0.001208
43	42	1037.9	0.60692	0.51077	0.91856	0.99765	0.97872	0.97507	0.86385	0.5848	0.6038	1.0358	0.0011882	0.0011882	0.0011882
44	43	1063.52	0.61637	0.54559	0.92315	0.99601	0.97872	0.97507	0.86796	0.57281	0.6059	1.04494	0.0011684	0.0011684	0.0011684
45	44	1092.41	0.56682	0.542	0.91691	0.99739	0.97872	0.97507	0.86212	0.56192	0.65041	1.06014	0.0011486	0.0011486	0.0011486
46	45	1117.06	0.64198	0.53349	0.96125	0.99455	0.97872	0.97507	0.86674	0.5539	0.69235	1.04594	0.0011288	0.0011288	0.0011288
47	46	1141.63	0.60128	0.53201	0.91766	0.97669	0.97872	0.97464	0.87465	0.57068	0.7196	1.03372	0.001109	0.001109	0.001109
48	47	1165.33	0.5519	0.58226	0.87766	0.99995	0.97872	0.97507	0.87923	0.57734	0.68746	1.04333	0.0010892	0.0010892	0.0010892
49	48	1190.51	0.61955	0.55435	0.92372	0.99828	0.97872	0.97508	0.86899	0.59967	0.62745	1.04996	0.0010694	0.0010694	0.0010694
50	49	1215.68	0.57611	0.5068	0.86542	0.99834	0.97872	0.97508	0.90285	0.53186	0.56817	1.04446	0.0010496	0.0010496	0.0010496
51	50	1239.24	0.52518	0.46535	0.87764	1	0.97829	0.97508	0.88767	0.54936	0.55594	1.03008	0.0010298	0.0010298	0.0010298
52	51	1263.25	0.60835	0.51077	0.90971	0.99781	0.97872	0.97508	0.89059	0.54906	0.57735	1.04816	0.00101	0.00101	0.00101
53	52	1287.64	0.57438	0.5124	0.92987	0.97851	0.96899	0.97423	0.88824	0.61444	0.54986	1.07954	0.0009902	0.0009902	0.0009902
54	53	1313.16	0.56937	0.48896	0.90152	0.99826	0.95745	0.97466	0.86378	0.60609	0.56536	1.047	0.0009704	0.0009704	0.0009704
55	54	1339.05	0.61594	0.51975	0.95916	0.97714	0.97872	0.97423	0.86971	0.60094	0.57078	1.05624	0.0009506	0.0009506	0.0009506
56	55	1365.76	0.57515	0.47696	0.89298	0.97705	0.97872	0.97423	0.87785	0.5651	0.58565	1.08914	0.0009308	0.0009308	0.0009308
57	56	1389.14	0.5068	0.45113	0.88907	0.97696	0.97872	0.97467	0.87046	0.58345	0.57728	1.12494	0.000911	0.000911	0.000911
58	57	1413.27	0.53803	0.45492	0.90522	0.97722	0.97872	0.97425	0.88975	0.49741	0.5502	1.03528	0.0008912	0.0008912	0.0008912
59	58	1441.19	0.608	0.4931	0.93643	0.97735	0.97872	0.97426	0.8931	0.50678	0.55762	0.99923	0.0008714	0.0008714	0.0008714
60	59	1468.55	0.54444	0.46445	0.95757	0.99848	0.97872	0.97512	0.89931	0.50644	0.53365	0.98802	0.0008516	0.0008516	0.0008516
61	60	1493.47	0.5672	0.47496	0.90847	0.99857	0.97872	0.97514	0.89933	0.48361	0.49757	0.94558	0.0008318	0.0008318	0.0008318
62	61	1519.16	0.56814	0.49767	0.89276	0.99854	0.97872	0.97515	0.8908	0.45367	0.44977	0.92588	0.000812	0.000812	0.000812
63	62	1545.68	0.54123	0.46468	0.92992	0.99867	0.97872	0.97514	0.89709	0.44947	0.45708	0.93801	0.0007922	0.0007922	0.0007922
64	63	1571.74	0.57246	0.46686	0.90762	0.99786	0.97872	0.97513	0.89482	0.46021	0.47385	0.94823	0.0007724	0.0007724	0.0007724
65	64	1597.8	0.54624	0.43858	0.87308	0.99844	0.97872	0.97516	0.89729	0.49468	0.46887	0.96013	0.0007526	0.0007526	0.0007526
66	65	1623.68	0.54364	0.44246	0.88962	0.99855	0.97872	0.97517	0.90365	0.51956	0.42429	0.95753	0.0007328	0.0007328	0.0007328
67	66	1649.18	0.46981	0.40913	0.87546	0.99847	0.97872	0.9752	0.90499	0.43039	0.40576	0.90702	0.000713	0.000713	0.000713
68	67	1673.24	0.52479	0.41543	0.86585	0.99841	0.97872	0.97522	0.89389	0.40141	0.42377	0.91541	0.0006932	0.0006932	0.0006932
69	68	1697.64	0.5616	0.43932	0.90982	0.99837	0.97872	0.97529	0.89919	0.49413	0.43951	0.98202	0.0006734	0.0006734	0.0006734
70	69	1723.64	0.52312	0.44072	0.90402	0.99831	0.97872	0.97536	0.89659	0.53139	0.44096	0.98169	0.0006536	0.0006536	0.0006536
71	70	1749.65	0.50496	0.41511	0.90988	0.99819	0.97872	0.97539	0.91645	0.45378	0.42096	0.92256	0.0006338	0.0006338	0.0006338
72	71	1777.56	0.51147	0.42693	0.86444	0.99821	0.97872	0.9754	0.92046	0.41803	0.38434	0.90736	0.000614	0.000614	0.000614
73	72	1806.81	0.50723	0.44087	0.88909	0.99845	0.97872	0.97545	0.9141	0.41854	0.38573	0.90434	0.0005942	0.0005942	0.0005942
74	73	1835.6	0.48878	0.42097	0.89505	0.99844	0.97872	0.97552	0.92009	0.40796	0.39896	0.89601	0.0005744	0.0005744	0.0005744
75	74	1861.75	0.52419	0.4239	0.8862	0.99859	0.97872	0.9756	0.92316	0.40554	0.41532	0.88737	0.0005546	0.0005546	0.0005546
76	75	1888.59	0.47155	0.38701	0.87038	0.99862	0.97872	0.9757	0.92891	0.38805	0.41992	0.8783	0.0005348	0.0005348	0.0005348
77	76	1915.19	0.48355	0.39834	0.86732	0.99865	0.97872	0.97579	0.93202	0.37531	0.41166	0.86651	0.000515	0.000515	0.000515
78	77	1941.02	0.52022	0.39644	0.90819	0.99874	0.97872	0.97588	0.93108	0.38676	0.42775	0.86735	0.0004952	0.0004952	0.0004952
79	78	1967.17	0.49991	0.39252	0.87213	0.99874	0.97872	0.97597	0.92747	0.39723	0.40431	0.87254	0.0004754	0.0004754	0.0004754
80	79	1993.36	0.46994	0.38264	0.87372	0.99871	0.97872	0.97598	0.94087	0.39048	0.38877	0.87239	0.0004556	0.0004556	0.0004556
81	80	2019.46	0.44306	0.34784	0.85531	0.99874	0.97872	0.97598	0.94111	0.37653	0.37271	0.85693	0.0004358	0.0004358	0.0004358
82	81	2045.91	0.52164	0.44215	0.90042	0.99874	0.97872	0.97605	0.93703	0.35099	0.35613	0.84375	0.000416	0.000416	0.000416
83	82	2071.09	0.43583	0.36948	0.86455	0.99875	0.97872	0.97614	0.93687	0.33748	0.34432	0.83893	0.0003962	0.0003962	0.0003962
84	83	2096.03	0.44289	0.36518	0.85191	0.99875	0.97872	0.97624	0.93707	0.3427	0.34866	0.84353	0.0003764	0.0003764	0.0003764
85	84	2122.84	0.47123	0.37938	0.86435	0.99877	0.97872	0.97633	0.93289	0.36886	0.34391	0.86271	0.0003566	0.0003566	0.0003566
86	85	2146.21	0.46956	0.37655	0.89478	0.99877	0.97872	0.97641	0.93346	0.35497	0.34737	0.85675	0.0003368	0.0003368	0.0003368
87	86	2169.49	0.44497	0.38846	0.79774	0.99875	0.97872	0.97663	0.93787	0.35528	0.32827	0.84843	0.000317	0.000317	0.000317
88	87	2192.97	0.42009	0.36714	0.84973	0.99875	0.97872	0.97668	0.94681	0.37703	0.32198	0.8541	0.0002972	0.0002972	0.0002972
89	88	2218.43	0.43938	0.36407	0.83415	0.99876	0.97872	0.97678	0.94578	0.40722	0.32622	0.86835	0.0002774	0.0002774	0.0002774
90	89	2241.97	0.42528	0.43108	0.82208	0.99881	0.97872	0.9769	0.94796	0.44235	0.33782	0.88634	0.0002576	0.0002576	0.0002576
91	90	2265.32	0.47437	0.3832	0.88705	0.99884	0.97872	0.97706	0.94442	0.42207	0.32059	0.87479	0.0002378	0.0002378	0.0002378
92	91	2289.85	0.37181	0.34761	0.84103	0.99886	0.97872	0.97701	0.94757	0.41277	0.32924	0.86992	0.000218	0.000218	0.000218
93	92	2312.97	0.34648	0.34359	0.826	0.99884	0.97872	0.97732	0.94171	0.39116	0.32631	0.86015	0.0001982	0.0001982	0.0001982
94	93	2335.99	0.36605	0.34218	0.84288	0.9988	0.97872	0.97724	0.94082	0.37981	0.3187	0.8523	0.0001784	0.0001784	0.0001784
95	94	2359.71	0.38169	0.33456	0.84097	0.99881	0.97872	0.97728	0.94485	0.36443	0.33128	0.84394	0.0001586	0.0001586	0.0001586
96	95	2383.48	0.37646	0.35094	0.83187	0.99881	0.97872	0.97726	0.94287	0.36169	0.32773	0.84267	0.0001388	0.0001388	0.0001388
97	96	2407.26	0.36623	0.33836	0.84097	0.99879	0.97872	0.97731	0.94201	0.34619	0.32886	0.83634	0.000119	0.000119	0.000119
98	97	2430.66	0.35889	0.34208	0.81934	0.99882	0.97872	0.97718	0.94312	0.32836	0.3326	0.83218	9.92e-05	9.92e-05	9.92e-05
99	98	2454.19	0.34079	0.32036	0.79553	0.99882	0.97872	0.97726	0.94541	0.3094	0.33484	0.83082	7.94e-05	7.94e-05	7.94e-05
100	99	2478.3	0.34663	0.32585	0.82711	0.99884	0.97872	0.9772	0.94542	0.30885	0.32567	0.82688	5.96e-05	5.96e-05	5.96e-05
101	100	2502.43	0.34408	0.31704	0.82257	0.99883	0.97872	0.97737	0.94894	0.30604	0.32063	0.82739	3.98e-05	3.98e-05	3.98e-05