le-yolo/runs/detect/train36/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	7.27861	0.30954	0.27539	0.78166	0.90935	0.68085	0.77619	0.56518	1.91599	0.87272	2.95284	4e-05	4e-05	4e-05
3	2	14.2116	0.32287	0.30039	0.80384	0.99693	0.68085	0.79174	0.57308	1.92735	0.86374	2.95399	9.901e-05	9.901e-05	9.901e-05
4	3	21.1096	0.25592	0.23785	0.75464	0.95172	0.68085	0.7943	0.58145	1.93757	0.84567	2.93593	0.000156832	0.000156832	0.000156832
5	4	28.0735	0.27906	0.25475	0.78989	0.92875	0.7234	0.83081	0.58416	1.93981	0.86339	2.90201	0.000213466	0.000213466	0.000213466
6	5	34.907	0.33983	0.28259	0.78923	0.93524	0.74468	0.83066	0.58014	1.9444	0.86975	2.89243	0.000268912	0.000268912	0.000268912
7	6	41.7966	0.35105	0.27722	0.80052	0.96271	0.7234	0.84902	0.57772	1.95276	0.87014	2.9135	0.00032317	0.00032317	0.00032317
8	7	48.6954	0.30188	0.28677	0.81356	0.96465	0.7234	0.8513	0.57319	1.96125	0.88438	2.92133	0.00037624	0.00037624	0.00037624
9	8	55.4974	0.3155	0.25687	0.79611	0.95139	0.7234	0.85633	0.57204	1.96401	0.91168	2.95172	0.000428122	0.000428122	0.000428122
10	9	62.3944	0.36664	0.26715	0.77055	0.94598	0.70213	0.86262	0.56923	1.97315	0.9332	2.99837	0.000478816	0.000478816	0.000478816
11	10	69.2393	0.45546	0.34029	0.85712	0.97087	0.70213	0.85308	0.56813	1.97382	0.95294	3.01663	0.000528322	0.000528322	0.000528322
12	11	76.09	0.32984	0.27616	0.79099	0.91482	0.70213	0.8271	0.57243	1.96473	0.96476	2.98982	0.00057664	0.00057664	0.00057664
13	12	83.0045	0.38854	0.29816	0.80133	0.94308	0.68085	0.82611	0.58115	1.9409	0.98086	2.95334	0.00062377	0.00062377	0.00062377
14	13	89.8618	0.34022	0.29946	0.8179	0.9351	0.68085	0.8177	0.58458	1.91113	0.97389	2.94485	0.000669712	0.000669712	0.000669712
15	14	96.7273	0.46695	0.32157	0.81559	0.9403	0.67035	0.82024	0.59541	1.8811	0.95883	2.89604	0.000714466	0.000714466	0.000714466
16	15	103.682	0.40144	0.31391	0.81872	0.9403	0.67035	0.82024	0.59541	1.8811	0.95883	2.89604	0.000758032	0.000758032	0.000758032
17	16	110.618	0.3181	0.26032	0.79153	0.92939	0.65957	0.82422	0.58921	1.90353	0.97775	2.95372	0.00080041	0.00080041	0.00080041
18	17	117.489	0.36828	0.29311	0.79507	0.93567	0.68085	0.81461	0.5836	1.95213	0.99336	3.06777	0.0008416	0.0008416	0.0008416
19	18	124.347	0.44933	0.33023	0.81775	0.93567	0.68085	0.81461	0.5836	1.95213	0.99336	3.06777	0.000881602	0.000881602	0.000881602
20	19	131.207	0.41362	0.27732	0.77209	0.9697	0.68083	0.83174	0.59287	1.98006	0.98634	3.15592	0.000920416	0.000920416	0.000920416
21	20	138.088	0.42943	0.30227	0.85238	0.94178	0.68854	0.83655	0.60088	1.94193	0.98418	3.1648	0.000958042	0.000958042	0.000958042
22	21	144.938	0.51159	0.37376	0.8533	0.94178	0.68854	0.83655	0.60088	1.94193	0.98418	3.1648	0.00099448	0.00099448	0.00099448
23	22	151.903	0.4693	0.36676	0.80194	0.91688	0.70418	0.86456	0.61581	1.91417	0.92793	3.19143	0.00102973	0.00102973	0.00102973
24	23	158.71	0.46621	0.35951	0.84655	0.91688	0.70418	0.86456	0.61581	1.91417	0.92793	3.19143	0.00106379	0.00106379	0.00106379
25	24	165.597	0.49271	0.35256	0.83221	0.87431	0.74013	0.8633	0.61239	1.93331	0.88224	3.18874	0.00109667	0.00109667	0.00109667
26	25	172.427	0.47331	0.35673	0.80486	0.87431	0.74013	0.8633	0.61239	1.93331	0.88224	3.18874	0.00112835	0.00112835	0.00112835
27	26	179.438	0.4817	0.3603	0.8724	0.81195	0.82979	0.86211	0.62267	1.96046	0.81472	3.21749	0.00115885	0.00115885	0.00115885
28	27	186.504	0.48023	0.35622	0.83416	0.81195	0.82979	0.86211	0.62267	1.96046	0.81472	3.21749	0.00118816	0.00118816	0.00118816
29	28	193.508	0.4908	0.36255	0.79195	0.84979	0.87234	0.8798	0.63577	1.929	0.76796	3.17582	0.00121628	0.00121628	0.00121628
30	29	200.357	0.50336	0.35948	0.83371	0.84979	0.87234	0.8798	0.63577	1.929	0.76796	3.17582	0.00124322	0.00124322	0.00124322
31	30	207.301	0.48175	0.38788	0.83714	0.84979	0.87234	0.8798	0.63577	1.929	0.76796	3.17582	0.00126896	0.00126896	0.00126896
32	31	214.2	0.53977	0.37697	0.8559	0.83261	0.8467	0.86568	0.64117	1.91913	0.69803	3.20148	0.00129352	0.00129352	0.00129352
33	32	221.069	0.50931	0.36834	0.84736	0.83261	0.8467	0.86568	0.64117	1.91913	0.69803	3.20148	0.00131689	0.00131689	0.00131689
34	33	228.056	0.4833	0.34351	0.82237	0.93644	0.74468	0.85272	0.64725	1.88044	0.75986	3.25653	0.00133907	0.00133907	0.00133907
35	34	234.906	0.54292	0.37451	0.82698	0.93644	0.74468	0.85272	0.64725	1.88044	0.75986	3.25653	0.0013466	0.0013466	0.0013466
36	35	241.756	0.50105	0.34916	0.79595	0.93644	0.74468	0.85272	0.64725	1.88044	0.75986	3.25653	0.0013268	0.0013268	0.0013268
37	36	248.729	0.44035	0.33305	0.83092	0.94231	0.74468	0.85262	0.66191	1.79157	0.80305	3.16608	0.001307	0.001307	0.001307
38	37	255.622	0.43686	0.33962	0.78749	0.94231	0.74468	0.85262	0.66191	1.79157	0.80305	3.16608	0.0012872	0.0012872	0.0012872
39	38	262.481	0.42604	0.33627	0.77255	0.94231	0.74468	0.85262	0.66191	1.79157	0.80305	3.16608	0.0012674	0.0012674	0.0012674
40	39	269.552	0.57916	0.3992	0.80732	0.86235	0.79988	0.85882	0.65407	1.77771	0.81725	2.99346	0.0012476	0.0012476	0.0012476
41	40	276.37	0.56153	0.41129	0.8931	0.86235	0.79988	0.85882	0.65407	1.77771	0.81725	2.99346	0.0012278	0.0012278	0.0012278
42	41	283.222	0.49056	0.36054	0.83638	0.9397	0.74468	0.84301	0.62014	1.80968	0.83126	2.89895	0.001208	0.001208	0.001208
43	42	290.159	0.60312	0.3964	0.91549	0.9397	0.74468	0.84301	0.62014	1.80968	0.83126	2.89895	0.0011882	0.0011882	0.0011882
44	43	296.967	0.54808	0.38946	0.85831	0.9397	0.74468	0.84301	0.62014	1.80968	0.83126	2.89895	0.0011684	0.0011684	0.0011684
45	44	304.543	0.52447	0.34727	0.83643	0.97204	0.7397	0.84501	0.61641	1.82364	0.86079	2.833	0.0011486	0.0011486	0.0011486
46	45	311.363	0.44819	0.32045	0.8262	0.97204	0.7397	0.84501	0.61641	1.82364	0.86079	2.833	0.0011288	0.0011288	0.0011288
47	46	318.232	0.50332	0.37501	0.8305	0.97204	0.7397	0.84501	0.61641	1.82364	0.86079	2.833	0.001109	0.001109	0.001109
48	47	325.097	0.41286	0.33435	0.81503	1	0.73576	0.84885	0.61987	1.84104	0.85658	2.82197	0.0010892	0.0010892	0.0010892
49	48	331.935	0.44638	0.32685	0.82523	1	0.73576	0.84885	0.61987	1.84104	0.85658	2.82197	0.0010694	0.0010694	0.0010694
50	49	338.78	0.39383	0.30767	0.80014	0.93884	0.76596	0.84666	0.61029	1.90274	0.93261	2.82883	0.0010496	0.0010496	0.0010496
51	50	345.707	0.49898	0.34088	0.81414	0.93884	0.76596	0.84666	0.61029	1.90274	0.93261	2.82883	0.0010298	0.0010298	0.0010298
52	51	352.597	0.48831	0.36282	0.78723	0.93884	0.76596	0.84666	0.61029	1.90274	0.93261	2.82883	0.00101	0.00101	0.00101
53	52	359.434	0.48927	0.39138	0.80218	0.95002	0.76596	0.84928	0.60918	1.95178	1.03014	2.84144	0.0009902	0.0009902	0.0009902
54	53	366.238	0.50712	0.38795	0.8298	0.95002	0.76596	0.84928	0.60918	1.95178	1.03014	2.84144	0.0009704	0.0009704	0.0009704
55	54	373.017	0.503	0.37424	0.8171	0.95002	0.76596	0.84928	0.60918	1.95178	1.03014	2.84144	0.0009506	0.0009506	0.0009506
56	55	379.926	0.54737	0.40146	0.87372	0.96546	0.76596	0.84597	0.61149	1.9656	1.11418	2.87394	0.0009308	0.0009308	0.0009308
57	56	386.74	0.52464	0.35854	0.83446	0.96546	0.76596	0.84597	0.61149	1.9656	1.11418	2.87394	0.000911	0.000911	0.000911
58	57	393.87	0.47296	0.3531	0.81748	0.94734	0.76596	0.83657	0.61981	1.94186	1.12409	2.91703	0.0008912	0.0008912	0.0008912
59	58	400.733	0.48586	0.34946	0.82136	0.94734	0.76596	0.83657	0.61981	1.94186	1.12409	2.91703	0.0008714	0.0008714	0.0008714
60	59	407.582	0.47433	0.3729	0.7834	0.94734	0.76596	0.83657	0.61981	1.94186	1.12409	2.91703	0.0008516	0.0008516	0.0008516
61	60	414.449	0.44201	0.38348	0.79719	0.92717	0.74468	0.84468	0.63326	1.87885	1.00867	2.95429	0.0008318	0.0008318	0.0008318
62	61	421.296	0.46062	0.34351	0.77407	0.92717	0.74468	0.84468	0.63326	1.87885	1.00867	2.95429	0.000812	0.000812	0.000812
63	62	428.154	0.47674	0.33567	0.832	0.92717	0.74468	0.84468	0.63326	1.87885	1.00867	2.95429	0.0007922	0.0007922	0.0007922
64	63	435.002	0.44944	0.32913	0.84012	1	0.65716	0.85069	0.63496	1.85339	0.90911	3.00096	0.0007724	0.0007724	0.0007724
65	64	441.856	0.49905	0.36673	0.85669	1	0.65716	0.85069	0.63496	1.85339	0.90911	3.00096	0.0007526	0.0007526	0.0007526
66	65	448.686	0.48402	0.33383	0.83619	0.93982	0.68085	0.82988	0.6319	1.86231	0.87023	3.04941	0.0007328	0.0007328	0.0007328
67	66	455.513	0.49412	0.36051	0.81286	0.93982	0.68085	0.82988	0.6319	1.86231	0.87023	3.04941	0.000713	0.000713	0.000713
68	67	462.34	0.49345	0.35913	0.83763	0.93982	0.68085	0.82988	0.6319	1.86231	0.87023	3.04941	0.0006932	0.0006932	0.0006932
69	68	469.212	0.47524	0.3642	0.84534	0.9368	0.68085	0.83519	0.6445	1.86332	0.85848	3.07997	0.0006734	0.0006734	0.0006734
70	69	476.061	0.46828	0.36441	0.81421	0.9368	0.68085	0.83519	0.6445	1.86332	0.85848	3.07997	0.0006536	0.0006536	0.0006536
71	70	482.882	0.35987	0.30857	0.78726	0.9368	0.68085	0.83519	0.6445	1.86332	0.85848	3.07997	0.0006338	0.0006338	0.0006338
72	71	489.725	0.41207	0.3425	0.81397	0.85422	0.74811	0.85848	0.6548	1.85611	0.85006	3.11139	0.000614	0.000614	0.000614
73	72	496.606	0.42153	0.33414	0.79634	0.85422	0.74811	0.85848	0.6548	1.85611	0.85006	3.11139	0.0005942	0.0005942	0.0005942
74	73	503.461	0.37881	0.32263	0.82339	0.96287	0.68085	0.85779	0.65691	1.8788	0.88581	3.14151	0.0005744	0.0005744	0.0005744
75	74	510.284	0.42113	0.32901	0.78086	0.96287	0.68085	0.85779	0.65691	1.8788	0.88581	3.14151	0.0005546	0.0005546	0.0005546
76	75	517.114	0.37806	0.33025	0.80832	0.96287	0.68085	0.85779	0.65691	1.8788	0.88581	3.14151	0.0005348	0.0005348	0.0005348
77	76	524.199	0.38057	0.30025	0.80415	0.97039	0.69731	0.86002	0.65313	1.89197	0.91451	3.13263	0.000515	0.000515	0.000515
78	77	531.275	0.4377	0.33386	0.85815	0.97039	0.69731	0.86002	0.65313	1.89197	0.91451	3.13263	0.0004952	0.0004952	0.0004952
79	78	538.128	0.52951	0.37002	0.85883	0.97039	0.69731	0.86002	0.65313	1.89197	0.91451	3.13263	0.0004754	0.0004754	0.0004754
80	79	545.139	0.41486	0.33564	0.8214	0.97037	0.69701	0.85995	0.64849	1.90879	0.95722	3.11701	0.0004556	0.0004556	0.0004556
81	80	552.081	0.37583	0.31848	0.78915	0.97037	0.69701	0.85995	0.64849	1.90879	0.95722	3.11701	0.0004358	0.0004358	0.0004358
82	81	558.99	0.41247	0.33008	0.86235	0.97039	0.6973	0.85236	0.65064	1.92259	1.0181	3.10056	0.000416	0.000416	0.000416
83	82	566.061	0.38593	0.31223	0.81171	0.97039	0.6973	0.85236	0.65064	1.92259	1.0181	3.10056	0.0003962	0.0003962	0.0003962
84	83	572.967	0.38905	0.30928	0.74181	0.97039	0.6973	0.85236	0.65064	1.92259	1.0181	3.10056	0.0003764	0.0003764	0.0003764
85	84	580.499	0.45699	0.36081	0.87634	1	0.6779	0.8414	0.63485	1.94133	1.08466	3.09511	0.0003566	0.0003566	0.0003566
86	85	587.754	0.32273	0.27836	0.80972	1	0.6779	0.8414	0.63485	1.94133	1.08466	3.09511	0.0003368	0.0003368	0.0003368
87	86	594.898	0.33492	0.29431	0.78157	1	0.6779	0.8414	0.63485	1.94133	1.08466	3.09511	0.000317	0.000317	0.000317
88	87	602.206	0.44036	0.3477	0.80881	0.97052	0.70044	0.84557	0.62866	1.95032	1.14522	3.08449	0.0002972	0.0002972	0.0002972
89	88	610.04	0.34605	0.29355	0.82656	0.97052	0.70044	0.84557	0.62866	1.95032	1.14522	3.08449	0.0002774	0.0002774	0.0002774
90	89	618.104	0.32283	0.27712	0.78311	0.94286	0.70219	0.83861	0.6253	1.94975	1.17272	3.1016	0.0002576	0.0002576	0.0002576
91	90	627.396	0.31937	0.2843	0.81442	0.94286	0.70219	0.83861	0.6253	1.94975	1.17272	3.1016	0.0002378	0.0002378	0.0002378
92	91	636.531	0.40592	0.3456	0.76639	0.94286	0.70219	0.83861	0.6253	1.94975	1.17272	3.1016	0.000218	0.000218	0.000218
93	92	645.424	0.32162	0.25546	0.70747	1	0.70074	0.8321	0.61851	1.94364	1.07547	3.15414	0.0001982	0.0001982	0.0001982
94	93	653.162	0.32978	0.27483	0.7712	1	0.70074	0.8321	0.61851	1.94364	1.07547	3.15414	0.0001784	0.0001784	0.0001784
95	94	660.746	0.33426	0.27878	0.85918	1	0.70074	0.8321	0.61851	1.94364	1.07547	3.15414	0.0001586	0.0001586	0.0001586
96	95	668.458	0.28988	0.27119	0.77331	0.99076	0.68085	0.83074	0.61428	1.94021	0.97339	3.19668	0.0001388	0.0001388	0.0001388
97	96	676.066	0.33953	0.28199	0.79338	0.99076	0.68085	0.83074	0.61428	1.94021	0.97339	3.19668	0.000119	0.000119	0.000119
98	97	683.81	0.32111	0.27168	0.82616	0.8869	0.7234	0.82786	0.61017	1.92784	0.89589	3.21123	9.92e-05	9.92e-05	9.92e-05
99	98	691.47	0.32248	0.28341	0.71945	0.8869	0.7234	0.82786	0.61017	1.92784	0.89589	3.21123	7.94e-05	7.94e-05	7.94e-05
100	99	699.162	0.33571	0.27017	0.72974	0.8869	0.7234	0.82786	0.61017	1.92784	0.89589	3.21123	5.96e-05	5.96e-05	5.96e-05
101	100	707.196	0.33638	0.25993	0.77413	0.88668	0.7234	0.82078	0.60787	1.92305	0.88185	3.22406	3.98e-05	3.98e-05	3.98e-05