le-yolo/runs/detect/train27/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	13.2669	0.43505	0.52308	0.85326	0.99849	0.97872	0.97506	0.93382	0.32359	0.49773	0.82428	0.00012	0.00012	0.00012
3	2	25.801	0.44361	0.44178	0.83589	0.99845	0.97872	0.97506	0.91588	0.33912	0.51548	0.82003	0.000257426	0.000257426	0.000257426
4	3	38.2037	0.54109	0.54769	0.9778	0.99827	0.97872	0.97506	0.89371	0.43446	0.53809	0.84371	0.00039208	0.00039208	0.00039208
5	4	50.6353	0.66496	0.62828	1.11706	0.99852	0.97872	0.97506	0.9123	0.49509	0.55576	0.89711	0.000523962	0.000523962	0.000523962
6	5	62.9126	0.56829	0.64357	0.89467	0.99874	0.97872	0.97506	0.90961	0.45408	0.5561	0.86885	0.000653072	0.000653072	0.000653072
7	6	75.3132	0.58491	0.51649	0.87618	0.99878	0.97872	0.97506	0.88318	0.46088	0.62726	0.88711	0.00077941	0.00077941	0.00077941
8	7	87.5407	0.54232	0.56334	0.88114	0.99823	0.97872	0.97506	0.86175	0.50212	0.73162	0.90725	0.000902976	0.000902976	0.000902976
9	8	100.37	0.61618	0.53237	0.91974	0.99832	0.97872	0.97506	0.85986	0.53545	0.67665	0.93735	0.00102377	0.00102377	0.00102377
10	9	112.624	0.5297	0.56286	0.87843	0.99853	0.97872	0.97506	0.87947	0.4903	0.66042	0.93648	0.00114179	0.00114179	0.00114179
11	10	124.773	0.62524	0.54455	0.92483	0.99867	0.97872	0.97507	0.86054	0.56829	0.74766	0.97461	0.00125704	0.00125704	0.00125704
12	11	137.571	0.65024	0.59284	0.97454	0.99888	0.97872	0.97507	0.85093	0.68737	0.69032	1.09134	0.00136952	0.00136952	0.00136952
13	12	150.197	0.62675	0.65343	0.9614	0.99889	0.97872	0.97506	0.85546	0.72943	0.60515	1.11956	0.00147923	0.00147923	0.00147923
14	13	162.537	0.56475	0.55125	0.87224	1	0.978	0.97506	0.87919	0.69957	0.56837	1.11947	0.00158616	0.00158616	0.00158616
15	14	174.894	0.77236	0.83568	1.16568	1	0.978	0.97506	0.87919	0.69957	0.56837	1.11947	0.00169032	0.00169032	0.00169032
16	15	187.211	0.56209	0.59946	0.899	0.99841	0.97872	0.97506	0.85699	0.67707	0.66874	1.05578	0.0017228	0.0017228	0.0017228
17	16	199.453	0.50614	0.53907	0.87553	0.99808	0.97872	0.97506	0.84961	0.64327	0.70656	1.03661	0.001703	0.001703	0.001703
18	17	211.741	0.58702	0.56443	0.8686	0.9984	0.97872	0.97506	0.86594	0.60795	0.77716	1.0314	0.0016832	0.0016832	0.0016832
19	18	223.96	0.58811	0.60501	0.90207	0.99745	0.97872	0.97505	0.86917	0.54344	0.64444	0.96213	0.0016634	0.0016634	0.0016634
20	19	236.219	0.61329	0.61213	0.93239	0.99824	0.97872	0.97505	0.87104	0.52549	0.56599	0.95366	0.0016436	0.0016436	0.0016436
21	20	248.369	0.52961	0.53808	0.89246	0.99847	0.97872	0.97505	0.87598	0.52387	0.60491	0.95481	0.0016238	0.0016238	0.0016238
22	21	260.634	0.55004	0.52542	0.87965	0.99859	0.97872	0.97507	0.87612	0.57552	0.66396	0.98333	0.001604	0.001604	0.001604
23	22	272.873	0.58561	0.57592	0.91036	0.99859	0.97872	0.97507	0.87612	0.57552	0.66396	0.98333	0.0015842	0.0015842	0.0015842
24	23	285.818	0.58799	0.54979	0.91666	0.99791	0.97872	0.97508	0.86002	0.5587	0.55277	0.94725	0.0015644	0.0015644	0.0015644
25	24	298.786	0.61911	0.58429	0.91879	0.99802	0.97872	0.97508	0.8901	0.53012	0.51898	0.92542	0.0015446	0.0015446	0.0015446
26	25	311.624	0.60795	0.54674	0.91007	0.99851	0.97872	0.97507	0.8884	0.46811	0.51122	0.91218	0.0015248	0.0015248	0.0015248
27	26	323.861	0.56332	0.51842	0.91495	0.99858	0.97872	0.97507	0.88758	0.46055	0.50076	0.90961	0.001505	0.001505	0.001505
28	27	336.11	0.61107	0.52477	0.9489	0.99852	0.97872	0.97508	0.88447	0.47659	0.52007	0.91791	0.0014852	0.0014852	0.0014852
29	28	348.524	0.52445	0.52597	0.90869	0.99858	0.97872	0.97514	0.89268	0.48783	0.55657	0.92846	0.0014654	0.0014654	0.0014654
30	29	360.714	0.73941	0.58597	1.14612	0.99856	0.97872	0.97528	0.89396	0.48926	0.48598	0.92929	0.0014456	0.0014456	0.0014456
31	30	372.862	0.60665	0.53148	0.93829	0.99856	0.97872	0.97528	0.89396	0.48926	0.48598	0.92929	0.0014258	0.0014258	0.0014258
32	31	385.004	0.54175	0.48149	0.88547	0.99754	0.97872	0.97534	0.88658	0.50492	0.47431	0.91589	0.001406	0.001406	0.001406
33	32	397.24	0.53223	0.49272	0.90144	0.99757	0.97872	0.97543	0.87522	0.54734	0.46049	0.91889	0.0013862	0.0013862	0.0013862
34	33	409.6	0.70963	0.58144	1.14893	0.99828	0.97872	0.97557	0.88292	0.51553	0.46331	0.91194	0.0013664	0.0013664	0.0013664
35	34	421.872	0.53274	0.47675	0.87241	0.99819	0.97872	0.97594	0.90528	0.48265	0.42793	0.90231	0.0013466	0.0013466	0.0013466
36	35	434.196	0.59791	0.49046	0.96181	0.99761	0.97872	0.97619	0.89282	0.47287	0.40913	0.89088	0.0013268	0.0013268	0.0013268
37	36	446.277	0.49349	0.46565	0.88213	0.99807	0.97872	0.97637	0.91052	0.41674	0.41462	0.86097	0.001307	0.001307	0.001307
38	37	458.421	0.50546	0.43836	0.82587	0.99829	0.97872	0.97639	0.88898	0.3967	0.42826	0.846	0.0012872	0.0012872	0.0012872
39	38	470.524	0.50224	0.45655	0.88193	0.99829	0.97872	0.97639	0.88898	0.3967	0.42826	0.846	0.0012674	0.0012674	0.0012674
40	39	482.788	0.47235	0.43442	0.83027	0.99846	0.97872	0.97612	0.89299	0.41034	0.46326	0.84896	0.0012476	0.0012476	0.0012476
41	40	495.008	0.50886	0.45206	0.84377	0.99848	0.97872	0.9759	0.89828	0.40364	0.4753	0.85201	0.0012278	0.0012278	0.0012278
42	41	507.313	0.48108	0.45373	0.94433	0.99782	0.97872	0.97588	0.91397	0.37663	0.5078	0.8438	0.001208	0.001208	0.001208
43	42	519.715	0.5304	0.452	0.9249	0.99705	0.97872	0.97637	0.90622	0.38823	0.49181	0.84588	0.0011882	0.0011882	0.0011882
44	43	532.013	0.53656	0.45268	0.86089	0.99575	0.97872	0.97699	0.89407	0.45639	0.45184	0.87829	0.0011684	0.0011684	0.0011684
45	44	544.298	0.48039	0.44775	0.93198	0.99826	0.97872	0.97769	0.91188	0.45124	0.43533	0.88286	0.0011486	0.0011486	0.0011486
46	45	556.611	0.46206	0.41506	0.84067	0.99808	0.97872	0.97787	0.90369	0.46115	0.44531	0.8902	0.0011288	0.0011288	0.0011288
47	46	569.012	0.68981	0.61293	1.02449	0.99808	0.97872	0.97787	0.90369	0.46115	0.44531	0.8902	0.001109	0.001109	0.001109
48	47	581.251	0.57723	0.46172	0.90314	0.9978	0.97872	0.97731	0.88975	0.48675	0.44816	0.89428	0.0010892	0.0010892	0.0010892
49	48	593.483	0.47651	0.44804	0.85403	0.9968	0.97872	0.97655	0.90049	0.47049	0.4396	0.89356	0.0010694	0.0010694	0.0010694
50	49	605.65	0.54616	0.49061	0.92223	0.99662	0.97872	0.97605	0.89475	0.48763	0.43542	0.89251	0.0010496	0.0010496	0.0010496
51	50	617.853	0.52231	0.45301	0.92897	0.99079	0.97872	0.97586	0.90253	0.48184	0.47301	0.88831	0.0010298	0.0010298	0.0010298
52	51	630.223	0.52221	0.44779	0.88502	0.9916	0.97872	0.97581	0.91319	0.48998	0.43281	0.89684	0.00101	0.00101	0.00101
53	52	642.866	0.45736	0.42001	0.86042	0.995	0.97872	0.97579	0.91128	0.44751	0.38538	0.87923	0.0009902	0.0009902	0.0009902
54	53	655.752	0.50949	0.40852	0.84028	0.99695	0.97872	0.97587	0.89758	0.42592	0.394	0.86972	0.0009704	0.0009704	0.0009704
55	54	669.236	0.51675	0.42571	0.90519	0.99695	0.97872	0.97587	0.89758	0.42592	0.394	0.86972	0.0009506	0.0009506	0.0009506
56	55	684.522	0.51549	0.44171	0.86596	0.99772	0.97872	0.97602	0.90772	0.4241	0.4243	0.87173	0.0009308	0.0009308	0.0009308
57	56	699.009	0.43566	0.45707	0.77815	0.99802	0.97872	0.97618	0.91811	0.47426	0.4429	0.90565	0.000911	0.000911	0.000911
58	57	711.707	0.44331	0.38959	0.87796	0.99802	0.97872	0.97645	0.91774	0.53877	0.50974	0.98151	0.0008912	0.0008912	0.0008912
59	58	724.385	0.52104	0.41772	0.89773	0.99807	0.97872	0.97681	0.90763	0.57093	0.47406	1.03008	0.0008714	0.0008714	0.0008714
60	59	736.77	0.45971	0.39982	0.90185	0.99865	0.97872	0.97715	0.89895	0.53644	0.47611	0.97104	0.0008516	0.0008516	0.0008516
61	60	748.907	0.4667	0.40731	0.8844	0.99859	0.97872	0.97724	0.91679	0.51662	0.47041	0.92538	0.0008318	0.0008318	0.0008318
62	61	761.053	0.48002	0.37858	0.89243	0.99837	0.97872	0.97717	0.91843	0.46335	0.442	0.88409	0.000812	0.000812	0.000812
63	62	773.145	0.43463	0.36283	0.88207	0.99837	0.97872	0.97717	0.91843	0.46335	0.442	0.88409	0.0007922	0.0007922	0.0007922
64	63	785.412	0.43289	0.39154	0.84871	0.99813	0.97872	0.97739	0.9354	0.40914	0.40732	0.86189	0.0007724	0.0007724	0.0007724
65	64	797.744	0.43502	0.38236	0.91039	0.99827	0.97872	0.97784	0.93752	0.37865	0.37176	0.85167	0.0007526	0.0007526	0.0007526
66	65	810.068	0.43921	0.41188	0.86485	0.99846	0.97872	0.97884	0.9381	0.35086	0.3462	0.83593	0.0007328	0.0007328	0.0007328
67	66	822.284	0.44575	0.3927	0.86253	0.99864	0.97872	0.97944	0.93368	0.32992	0.32072	0.82701	0.000713	0.000713	0.000713
68	67	834.473	0.46097	0.41194	0.89441	0.99872	0.97872	0.9798	0.94983	0.31568	0.32609	0.82776	0.0006932	0.0006932	0.0006932
69	68	846.959	0.40676	0.3752	0.84464	0.99868	0.97872	0.97935	0.93999	0.31936	0.34046	0.83023	0.0006734	0.0006734	0.0006734
70	69	859.17	0.47302	0.4116	0.89503	0.9987	0.97872	0.97938	0.93014	0.32576	0.34619	0.82973	0.0006536	0.0006536	0.0006536
71	70	871.788	0.52011	0.39728	0.85958	0.9987	0.97872	0.97938	0.93014	0.32576	0.34619	0.82973	0.0006338	0.0006338	0.0006338
72	71	884.043	0.58306	0.41963	0.95591	0.99873	0.97872	0.97854	0.92242	0.32627	0.33877	0.83329	0.000614	0.000614	0.000614
73	72	896.191	0.44905	0.40614	0.83903	0.99844	0.97872	0.97813	0.92729	0.34406	0.34312	0.83949	0.0005942	0.0005942	0.0005942
74	73	908.587	0.50462	0.45495	0.92286	0.99833	0.97872	0.97786	0.93191	0.35212	0.34966	0.84209	0.0005744	0.0005744	0.0005744
75	74	920.956	0.49598	0.4015	0.91827	0.99864	0.97872	0.97752	0.93552	0.34121	0.34949	0.83354	0.0005546	0.0005546	0.0005546
76	75	933.127	0.43941	0.35474	0.85717	0.99888	0.97872	0.97728	0.94156	0.32274	0.33697	0.83019	0.0005348	0.0005348	0.0005348
77	76	945.319	0.33304	0.35789	0.75322	0.99887	0.97872	0.97697	0.94246	0.31782	0.30712	0.82927	0.000515	0.000515	0.000515
78	77	957.422	0.42698	0.36528	0.87527	0.99887	0.97872	0.97668	0.93877	0.31583	0.29704	0.82583	0.0004952	0.0004952	0.0004952
79	78	969.506	0.41869	0.35186	0.85568	0.99887	0.97872	0.97668	0.93877	0.31583	0.29704	0.82583	0.0004754	0.0004754	0.0004754
80	79	981.665	0.52069	0.44429	0.93525	0.99886	0.97872	0.97674	0.93952	0.30169	0.28544	0.8193	0.0004556	0.0004556	0.0004556
81	80	993.91	0.49789	0.39059	0.87927	0.99887	0.97872	0.97674	0.94902	0.31148	0.29732	0.81772	0.0004358	0.0004358	0.0004358
82	81	1006.02	0.31553	0.48867	0.72427	0.99888	0.97872	0.97694	0.93883	0.3188	0.31809	0.81523	0.000416	0.000416	0.000416
83	82	1018.11	0.40259	0.32382	0.80621	0.99889	0.97872	0.97754	0.94697	0.32522	0.3372	0.81375	0.0003962	0.0003962	0.0003962
84	83	1030.39	0.38935	0.33893	0.85587	0.99891	0.97872	0.97806	0.95306	0.32833	0.3454	0.81443	0.0003764	0.0003764	0.0003764
85	84	1042.67	0.40809	0.33476	0.86239	0.99892	0.97872	0.97833	0.95458	0.33555	0.34576	0.81603	0.0003566	0.0003566	0.0003566
86	85	1055.11	0.37372	0.32195	0.87594	0.99893	0.97872	0.97864	0.95668	0.33034	0.34069	0.81314	0.0003368	0.0003368	0.0003368
87	86	1067.38	0.34389	0.35748	0.71996	0.99893	0.97872	0.97864	0.95668	0.33034	0.34069	0.81314	0.000317	0.000317	0.000317
88	87	1079.54	0.42785	0.34565	0.86451	0.99893	0.97872	0.97898	0.96041	0.32701	0.33851	0.81154	0.0002972	0.0002972	0.0002972
89	88	1091.67	0.42802	0.39065	0.84544	0.99894	0.97872	0.97973	0.95603	0.33187	0.33307	0.81161	0.0002774	0.0002774	0.0002774
90	89	1103.77	0.34123	0.3423	0.73218	0.99893	0.97872	0.9809	0.95938	0.32137	0.32051	0.80593	0.0002576	0.0002576	0.0002576
91	90	1116.04	0.44599	0.36038	0.85304	0.99892	0.97872	0.98183	0.96393	0.30159	0.31016	0.79929	0.0002378	0.0002378	0.0002378
92	91	1128.28	0.33562	0.32043	0.8962	0.9989	0.97872	0.98176	0.96518	0.28064	0.30545	0.79248	0.000218	0.000218	0.000218
93	92	1140.55	0.29044	0.29998	0.82584	0.99888	0.97872	0.98136	0.96358	0.26929	0.29644	0.78901	0.0001982	0.0001982	0.0001982
94	93	1152.73	0.37089	0.34126	0.84921	0.99886	0.97872	0.9805	0.95585	0.26883	0.29813	0.78796	0.0001784	0.0001784	0.0001784
95	94	1164.71	0.3162	0.30507	0.83164	0.99886	0.97872	0.9805	0.95585	0.26883	0.29813	0.78796	0.0001586	0.0001586	0.0001586
96	95	1177.4	0.33659	0.29096	0.81282	0.99881	0.97872	0.98023	0.95581	0.26573	0.29376	0.78614	0.0001388	0.0001388	0.0001388
97	96	1189.79	0.33457	0.31	0.85468	0.9988	0.97872	0.98019	0.95007	0.25759	0.28612	0.78493	0.000119	0.000119	0.000119
98	97	1201.95	0.31452	0.29857	0.78745	0.99877	0.97872	0.98015	0.95625	0.24977	0.27814	0.78481	9.92e-05	9.92e-05	9.92e-05
99	98	1214.46	0.28257	0.30092	0.73517	0.99877	0.97872	0.97991	0.95591	0.24404	0.27119	0.78563	7.94e-05	7.94e-05	7.94e-05
100	99	1226.52	0.3032	0.30324	0.79579	0.99876	0.97872	0.9795	0.95321	0.24443	0.26892	0.78643	5.96e-05	5.96e-05	5.96e-05
101	100	1238.62	0.28926	0.29137	0.84311	0.99876	0.97872	0.97947	0.95331	0.24457	0.27006	0.78689	3.98e-05	3.98e-05	3.98e-05