le-yolo/runs/detect/train32/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	7.63907	2.70917	4.49407	2.02465	0.99912	0.97872	0.97747	0.91819	0.41838	0.36787	0.86558	4e-05	4e-05	4e-05
3	2	14.7997	2.22765	4.25443	1.75345	0.99881	0.97872	0.97724	0.90882	0.40916	0.35668	0.85675	9.9802e-05	9.9802e-05	9.9802e-05
4	3	21.8956	1.79894	2.2375	1.3571	0.99858	0.97872	0.97686	0.90678	0.41569	0.34502	0.85603	0.000159366	0.000159366	0.000159366
5	4	28.9274	1.732	1.71605	1.32749	0.99702	0.97872	0.97625	0.9021	0.41691	0.3773	0.85139	0.000218693	0.000218693	0.000218693
6	5	36.0726	1.51583	1.2176	1.22265	0.99167	0.97872	0.97602	0.8814	0.4486	0.42174	0.86108	0.000277782	0.000277782	0.000277782
7	6	42.9992	1.50008	1.20603	1.20527	0.9715	0.97872	0.97525	0.84578	0.57006	0.55669	0.91396	0.000336634	0.000336634	0.000336634
8	7	50.1607	1.17856	1.06457	1.0255	0.94974	0.97872	0.97471	0.83043	0.66164	0.59542	0.978	0.000395248	0.000395248	0.000395248
9	8	57.3054	1.04042	0.85323	0.99251	0.94447	0.97872	0.97505	0.83987	0.72603	0.59996	1.03553	0.000453624	0.000453624	0.000453624
10	9	64.2003	1.164	0.94852	1.02117	0.92959	0.97872	0.9733	0.84751	0.76872	0.58319	1.07821	0.000511763	0.000511763	0.000511763
11	10	71.247	1.26369	0.86267	1.24208	1	0.97339	0.97545	0.83919	0.77765	0.59624	1.10428	0.000569664	0.000569664	0.000569664
12	11	78.0823	1.03984	0.73627	0.98369	1	0.95536	0.97506	0.84243	0.75775	0.57626	1.10348	0.000627328	0.000627328	0.000627328
13	12	85.2249	1.25405	0.85407	1.0554	0.99278	0.95745	0.97516	0.84042	0.75268	0.55745	1.11194	0.000684754	0.000684754	0.000684754
14	13	92.1208	0.97203	0.72676	1.05147	0.99723	0.97872	0.97575	0.84047	0.7736	0.53483	1.11246	0.000741942	0.000741942	0.000741942
15	14	99.0156	1.01532	0.75534	1.00374	0.99693	0.97872	0.976	0.83682	0.82381	0.55106	1.14222	0.000798893	0.000798893	0.000798893
16	15	105.913	0.94213	0.67325	0.97016	0.99693	0.97872	0.976	0.83682	0.82381	0.55106	1.14222	0.000855606	0.000855606	0.000855606
17	16	113.322	0.79714	0.51982	0.89325	0.99667	0.97872	0.97631	0.79911	0.89067	0.60695	1.21469	0.000912082	0.000912082	0.000912082
18	17	120.293	1.02492	0.61514	0.97705	1	0.97682	0.97648	0.80457	0.98069	0.65745	1.29521	0.00096832	0.00096832	0.00096832
19	18	127.201	0.92379	0.67928	0.93293	1	0.97682	0.97648	0.80457	0.98069	0.65745	1.29521	0.00102432	0.00102432	0.00102432
20	19	134.089	0.89685	0.61271	0.90453	0.99362	0.97872	0.97673	0.79301	1.09955	0.77412	1.40548	0.00108008	0.00108008	0.00108008
21	20	140.992	0.98846	0.64352	0.98551	0.99277	0.97872	0.97707	0.79259	1.16372	0.76491	1.45391	0.00113561	0.00113561	0.00113561
22	21	147.822	0.97386	0.74687	0.97902	0.99277	0.97872	0.97707	0.79259	1.16372	0.76491	1.45391	0.0011909	0.0011909	0.0011909
23	22	154.669	1.00683	0.60883	0.9834	0.99692	0.95745	0.97743	0.7862	1.23137	0.68919	1.49529	0.00124595	0.00124595	0.00124595
24	23	161.483	0.91046	0.64467	0.99744	0.99692	0.95745	0.97743	0.7862	1.23137	0.68919	1.49529	0.00130076	0.00130076	0.00130076
25	24	168.57	0.84125	0.59386	0.89692	0.93849	0.97396	0.97619	0.76515	1.3093	0.64991	1.50103	0.00135533	0.00135533	0.00135533
26	25	175.564	0.8557	0.59673	0.8886	0.93849	0.97396	0.97619	0.76515	1.3093	0.64991	1.50103	0.00140967	0.00140967	0.00140967
27	26	182.415	1.05203	0.66896	1.03143	0.97302	0.91489	0.97423	0.7418	1.38855	0.63057	1.54444	0.00146377	0.00146377	0.00146377
28	27	189.245	0.8033	0.62459	0.91053	0.97302	0.91489	0.97423	0.7418	1.38855	0.63057	1.54444	0.00151763	0.00151763	0.00151763
29	28	196.121	0.89312	0.59819	0.88909	0.95354	0.91489	0.97145	0.7324	1.46177	0.64943	1.60919	0.00157126	0.00157126	0.00157126
30	29	203.594	0.85721	0.56653	0.93244	0.95354	0.91489	0.97145	0.7324	1.46177	0.64943	1.60919	0.00162464	0.00162464	0.00162464
31	30	210.617	0.9005	0.62716	0.94168	0.95354	0.91489	0.97145	0.7324	1.46177	0.64943	1.60919	0.00167779	0.00167779	0.00167779
32	31	217.476	0.79788	0.62076	0.93894	0.96733	0.85106	0.9625	0.72508	1.51965	0.73935	1.72766	0.0017307	0.0017307	0.0017307
33	32	224.986	0.77564	0.57184	0.92898	0.96733	0.85106	0.9625	0.72508	1.51965	0.73935	1.72766	0.00178338	0.00178338	0.00178338
34	33	233.051	0.80249	0.51501	0.91057	0.97545	0.84563	0.94296	0.6827	1.55516	0.90677	1.89134	0.00183581	0.00183581	0.00183581
35	34	241.105	0.83376	0.55029	0.89974	0.97545	0.84563	0.94296	0.6827	1.55516	0.90677	1.89134	0.00186932	0.00186932	0.00186932
36	35	249.696	0.72198	0.51049	0.86315	0.97545	0.84563	0.94296	0.6827	1.55516	0.90677	1.89134	0.00186536	0.00186536	0.00186536
37	36	258.063	0.81764	0.54125	0.91989	0.97378	0.82979	0.93639	0.6954	1.60172	0.92111	1.99599	0.0018614	0.0018614	0.0018614
38	37	266.67	0.76624	0.5811	0.87194	0.97378	0.82979	0.93639	0.6954	1.60172	0.92111	1.99599	0.00185744	0.00185744	0.00185744
39	38	275.247	0.70616	0.52048	0.83692	0.97378	0.82979	0.93639	0.6954	1.60172	0.92111	1.99599	0.00185348	0.00185348	0.00185348
40	39	283.268	0.80025	0.57801	0.87308	0.97433	0.8077	0.9029	0.65711	1.63515	0.81447	1.95222	0.00184952	0.00184952	0.00184952
41	40	290.959	0.84311	0.61695	0.99219	0.97433	0.8077	0.9029	0.65711	1.63515	0.81447	1.95222	0.00184556	0.00184556	0.00184556
42	41	298.794	0.7594	0.52677	0.89593	0.9522	0.84767	0.91945	0.67852	1.60546	0.7564	1.93401	0.0018416	0.0018416	0.0018416
43	42	306.783	0.82036	0.59852	0.97176	0.9522	0.84767	0.91945	0.67852	1.60546	0.7564	1.93401	0.00183764	0.00183764	0.00183764
44	43	314.609	0.8502	0.61643	0.93547	0.9522	0.84767	0.91945	0.67852	1.60546	0.7564	1.93401	0.00183368	0.00183368	0.00183368
45	44	322.343	0.74427	0.56837	0.89203	0.97453	0.81402	0.8989	0.67481	1.55939	0.76543	1.96081	0.00182972	0.00182972	0.00182972
46	45	330.17	0.6368	0.47688	0.85325	0.97453	0.81402	0.8989	0.67481	1.55939	0.76543	1.96081	0.00182576	0.00182576	0.00182576
47	46	337.966	0.69582	0.52199	0.87481	0.97453	0.81402	0.8989	0.67481	1.55939	0.76543	1.96081	0.0018218	0.0018218	0.0018218
48	47	346.133	0.73562	0.54278	0.87558	0.94264	0.80851	0.88646	0.66755	1.53789	0.74703	1.97612	0.00181784	0.00181784	0.00181784
49	48	352.997	0.77988	0.55341	0.90458	0.94264	0.80851	0.88646	0.66755	1.53789	0.74703	1.97612	0.00181388	0.00181388	0.00181388
50	49	359.854	0.64288	0.45365	0.85448	0.94467	0.80851	0.8811	0.66314	1.56657	0.77116	1.95987	0.00180992	0.00180992	0.00180992
51	50	366.72	0.6835	0.49352	0.85955	0.94467	0.80851	0.8811	0.66314	1.56657	0.77116	1.95987	0.00180596	0.00180596	0.00180596
52	51	373.578	0.70843	0.49494	0.85846	0.94467	0.80851	0.8811	0.66314	1.56657	0.77116	1.95987	0.001802	0.001802	0.001802
53	52	380.429	0.8536	0.59141	0.89611	0.92626	0.80194	0.87514	0.65763	1.60355	0.78128	1.9507	0.00179804	0.00179804	0.00179804
54	53	387.374	0.81654	0.5779	0.93825	0.92626	0.80194	0.87514	0.65763	1.60355	0.78128	1.9507	0.00179408	0.00179408	0.00179408
55	54	394.604	0.74893	0.52772	0.86002	0.92626	0.80194	0.87514	0.65763	1.60355	0.78128	1.9507	0.00179012	0.00179012	0.00179012
56	55	401.609	0.88735	0.66636	0.96151	0.9681	0.78723	0.88236	0.64213	1.63055	0.80361	1.93165	0.00178616	0.00178616	0.00178616
57	56	408.55	0.75877	0.52875	0.87482	0.9681	0.78723	0.88236	0.64213	1.63055	0.80361	1.93165	0.0017822	0.0017822	0.0017822
58	57	415.448	0.7728	0.55349	0.88697	0.96913	0.76596	0.87738	0.64668	1.53719	0.8137	1.79539	0.00177824	0.00177824	0.00177824
59	58	422.685	0.7351	0.53766	0.87352	0.96913	0.76596	0.87738	0.64668	1.53719	0.8137	1.79539	0.00177428	0.00177428	0.00177428
60	59	430.553	0.76144	0.59656	0.85218	0.96913	0.76596	0.87738	0.64668	1.53719	0.8137	1.79539	0.00177032	0.00177032	0.00177032
61	60	438.936	0.76499	0.57114	0.86835	0.92767	0.76596	0.88565	0.64631	1.5512	0.83701	1.76876	0.00176636	0.00176636	0.00176636
62	61	446.435	0.66382	0.56661	0.82241	0.92767	0.76596	0.88565	0.64631	1.5512	0.83701	1.76876	0.0017624	0.0017624	0.0017624
63	62	453.495	0.68367	0.47688	0.89085	0.92767	0.76596	0.88565	0.64631	1.5512	0.83701	1.76876	0.00175844	0.00175844	0.00175844
64	63	460.658	0.68854	0.49969	0.9078	0.8042	0.89362	0.90818	0.60688	1.67533	0.86673	1.85942	0.00175448	0.00175448	0.00175448
65	64	467.71	0.78518	0.59558	0.95986	0.8042	0.89362	0.90818	0.60688	1.67533	0.86673	1.85942	0.00175052	0.00175052	0.00175052
66	65	474.809	0.67974	0.47885	0.86958	0.79064	0.89362	0.90476	0.59039	1.70069	0.90242	1.91292	0.00174656	0.00174656	0.00174656
67	66	481.722	0.71374	0.51359	0.85046	0.79064	0.89362	0.90476	0.59039	1.70069	0.90242	1.91292	0.0017426	0.0017426	0.0017426
68	67	489.399	0.79765	0.53107	0.89975	0.79064	0.89362	0.90476	0.59039	1.70069	0.90242	1.91292	0.00173864	0.00173864	0.00173864
69	68	497.148	0.70784	0.49291	0.89467	0.82587	0.80851	0.88682	0.60732	1.64151	0.97339	1.95122	0.00173468	0.00173468	0.00173468
70	69	505.093	0.83998	0.55884	0.89796	0.82587	0.80851	0.88682	0.60732	1.64151	0.97339	1.95122	0.00173072	0.00173072	0.00173072
71	70	512.854	0.63445	0.42248	0.83863	0.82587	0.80851	0.88682	0.60732	1.64151	0.97339	1.95122	0.00172676	0.00172676	0.00172676
72	71	520.763	0.70379	0.49597	0.86819	0.84016	0.80851	0.86679	0.59617	1.5825	1.0674	1.95819	0.0017228	0.0017228	0.0017228
73	72	528.402	0.78343	0.52781	0.86032	0.84016	0.80851	0.86679	0.59617	1.5825	1.0674	1.95819	0.00171884	0.00171884	0.00171884
74	73	536.215	0.65805	0.49055	0.87537	0.7579	0.79937	0.83955	0.58596	1.60346	1.14645	1.99698	0.00171488	0.00171488	0.00171488
75	74	544.016	0.7471	0.54277	0.8316	0.7579	0.79937	0.83955	0.58596	1.60346	1.14645	1.99698	0.00171092	0.00171092	0.00171092
76	75	551.8	0.74852	0.53142	0.88043	0.7579	0.79937	0.83955	0.58596	1.60346	1.14645	1.99698	0.00170696	0.00170696	0.00170696
77	76	559.707	0.69011	0.46713	0.85847	0.74698	0.76596	0.83512	0.5692	1.57461	1.17368	1.99194	0.001703	0.001703	0.001703
78	77	567.299	0.72188	0.51026	0.90831	0.74698	0.76596	0.83512	0.5692	1.57461	1.17368	1.99194	0.00169904	0.00169904	0.00169904
79	78	575.002	0.75518	0.50844	0.9042	0.74698	0.76596	0.83512	0.5692	1.57461	1.17368	1.99194	0.00169508	0.00169508	0.00169508
80	79	582.647	0.73466	0.50325	0.90463	0.76239	0.75104	0.84273	0.56276	1.59924	1.16856	1.96152	0.00169112	0.00169112	0.00169112
81	80	590.361	0.64651	0.47375	0.84126	0.76239	0.75104	0.84273	0.56276	1.59924	1.16856	1.96152	0.00168716	0.00168716	0.00168716
82	81	598.147	0.73129	0.49409	0.92695	0.76884	0.74468	0.81936	0.53968	1.63233	1.20549	1.95335	0.0016832	0.0016832	0.0016832
83	82	606.268	0.65436	0.47217	0.86174	0.76884	0.74468	0.81936	0.53968	1.63233	1.20549	1.95335	0.00167924	0.00167924	0.00167924
84	83	613.378	0.68755	0.46353	0.80133	0.76884	0.74468	0.81936	0.53968	1.63233	1.20549	1.95335	0.00167528	0.00167528	0.00167528
85	84	620.24	0.75798	0.5305	0.94699	0.72636	0.78723	0.80995	0.51352	1.63355	1.23102	1.98695	0.00167132	0.00167132	0.00167132
86	85	627.073	0.58781	0.42422	0.8475	0.72636	0.78723	0.80995	0.51352	1.63355	1.23102	1.98695	0.00166736	0.00166736	0.00166736
87	86	633.956	0.6749	0.49486	0.83143	0.72636	0.78723	0.80995	0.51352	1.63355	1.23102	1.98695	0.0016634	0.0016634	0.0016634
88	87	640.967	0.76251	0.50619	0.86481	0.69328	0.76953	0.77858	0.50373	1.62916	1.30002	1.99966	0.00165944	0.00165944	0.00165944
89	88	647.776	0.61438	0.4451	0.87131	0.69328	0.76953	0.77858	0.50373	1.62916	1.30002	1.99966	0.00165548	0.00165548	0.00165548
90	89	654.77	0.56289	0.4546	0.82389	0.7315	0.74468	0.77885	0.46848	1.67011	1.36403	2.04133	0.00165152	0.00165152	0.00165152
91	90	661.973	0.57873	0.40353	0.85035	0.7315	0.74468	0.77885	0.46848	1.67011	1.36403	2.04133	0.00164756	0.00164756	0.00164756
92	91	669.077	0.66058	0.51081	0.84518	0.7315	0.74468	0.77885	0.46848	1.67011	1.36403	2.04133	0.0016436	0.0016436	0.0016436
93	92	676.094	0.67254	0.51756	0.86201	0.78409	0.74468	0.78603	0.4469	1.72356	1.38979	2.08012	0.00163964	0.00163964	0.00163964
94	93	682.941	0.67494	0.49047	0.91852	0.78409	0.74468	0.78603	0.4469	1.72356	1.38979	2.08012	0.00163568	0.00163568	0.00163568
95	94	689.953	0.67352	0.4834	0.85694	0.78409	0.74468	0.78603	0.4469	1.72356	1.38979	2.08012	0.00163172	0.00163172	0.00163172
96	95	696.912	0.67889	0.46032	0.85274	0.8203	0.74468	0.812	0.45954	1.77089	1.40879	2.16685	0.00162776	0.00162776	0.00162776
97	96	703.93	0.6799	0.47526	0.8715	0.8203	0.74468	0.812	0.45954	1.77089	1.40879	2.16685	0.0016238	0.0016238	0.0016238
98	97	711.212	0.55019	0.43748	0.8411	0.82045	0.78723	0.82938	0.48868	1.80145	1.5016	2.26065	0.00161984	0.00161984	0.00161984
99	98	718.621	0.6155	0.51893	0.86594	0.82045	0.78723	0.82938	0.48868	1.80145	1.5016	2.26065	0.00161588	0.00161588	0.00161588
100	99	725.83	0.57495	0.45232	0.86671	0.82045	0.78723	0.82938	0.48868	1.80145	1.5016	2.26065	0.00161192	0.00161192	0.00161192
101	100	733.002	0.58836	0.42686	0.84293	0.85389	0.78723	0.82661	0.49916	1.82295	1.49637	2.35177	0.00160796	0.00160796	0.00160796
102	101	739.919	0.76866	0.49956	0.93021	0.85389	0.78723	0.82661	0.49916	1.82295	1.49637	2.35177	0.001604	0.001604	0.001604