le-yolo/runs/detect/train35/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	7.57967	0.30828	0.28183	0.78764	0.86722	0.69493	0.79783	0.60216	1.87359	0.91892	2.94203	4e-05	4e-05	4e-05
3	2	14.694	0.35212	0.30821	0.80886	0.86631	0.68952	0.80227	0.60808	1.86119	0.91462	2.95005	9.901e-05	9.901e-05	9.901e-05
4	3	21.6611	0.26862	0.2501	0.75986	0.88308	0.68085	0.80748	0.61797	1.85552	0.89891	2.98183	0.000156832	0.000156832	0.000156832
5	4	28.9548	0.28496	0.2599	0.79828	0.96558	0.65957	0.81509	0.62687	1.85645	0.88115	3.00633	0.000213466	0.000213466	0.000213466
6	5	36.049	0.33966	0.28165	0.80119	0.96147	0.65957	0.81595	0.62653	1.86387	0.88326	3.01386	0.000268912	0.000268912	0.000268912
7	6	43.0633	0.33829	0.28887	0.80318	0.96183	0.65957	0.81014	0.62147	1.86848	0.86437	3.05306	0.00032317	0.00032317	0.00032317
8	7	49.9905	0.31478	0.28083	0.81064	0.96355	0.65957	0.78394	0.60928	1.86892	0.87634	3.05709	0.00037624	0.00037624	0.00037624
9	8	56.9785	0.34567	0.29483	0.80056	0.96464	0.65957	0.77884	0.60987	1.86904	0.89065	3.05554	0.000428122	0.000428122	0.000428122
10	9	64.2567	0.33369	0.31412	0.7704	0.96851	0.65445	0.77243	0.61168	1.87493	0.93488	3.07352	0.000478816	0.000478816	0.000478816
11	10	71.3137	0.49483	0.32269	0.87559	0.93359	0.65957	0.7765	0.60857	1.86432	0.99859	3.02147	0.000528322	0.000528322	0.000528322
12	11	78.1699	0.39982	0.29848	0.79798	0.91385	0.6772	0.78622	0.60723	1.86969	1.09871	2.9569	0.00057664	0.00057664	0.00057664
13	12	85.0558	0.42748	0.30629	0.80657	0.97466	0.65957	0.78702	0.60116	1.86946	1.17368	2.89691	0.00062377	0.00062377	0.00062377
14	13	91.9137	0.38214	0.32367	0.82461	0.96398	0.65957	0.79028	0.59399	1.86126	1.28949	2.79979	0.000669712	0.000669712	0.000669712
15	14	98.8717	0.42681	0.32781	0.80701	0.96962	0.67911	0.78614	0.5826	1.88573	1.39743	2.70735	0.000714466	0.000714466	0.000714466
16	15	105.761	0.4124	0.32095	0.82154	0.96962	0.67911	0.78614	0.5826	1.88573	1.39743	2.70735	0.000758032	0.000758032	0.000758032
17	16	112.642	0.3156	0.27748	0.79804	0.96595	0.68085	0.79166	0.55548	1.94458	1.47053	2.64614	0.00080041	0.00080041	0.00080041
18	17	119.604	0.3842	0.32984	0.79767	0.96123	0.65957	0.76713	0.54811	1.98348	1.5629	2.71409	0.0008416	0.0008416	0.0008416
19	18	126.56	0.44695	0.33509	0.82407	0.96123	0.65957	0.76713	0.54811	1.98348	1.5629	2.71409	0.000881602	0.000881602	0.000881602
20	19	133.47	0.35319	0.27554	0.76457	1	0.63726	0.76094	0.555	1.97238	1.44968	2.86274	0.000920416	0.000920416	0.000920416
21	20	140.408	0.38547	0.29166	0.84841	0.99821	0.6383	0.74118	0.53996	1.98116	1.28991	2.96896	0.000958042	0.000958042	0.000958042
22	21	147.269	0.52653	0.38184	0.86419	0.99821	0.6383	0.74118	0.53996	1.98116	1.28991	2.96896	0.00099448	0.00099448	0.00099448
23	22	154.253	0.47429	0.33565	0.8048	0.96846	0.6534	0.74737	0.54459	2.00931	1.14153	3.0834	0.00102973	0.00102973	0.00102973
24	23	161.13	0.4727	0.38541	0.8592	0.96846	0.6534	0.74737	0.54459	2.00931	1.14153	3.0834	0.00106379	0.00106379	0.00106379
25	24	168.049	0.44564	0.33499	0.82782	0.92392	0.68085	0.76801	0.52843	2.00183	1.01742	3.12744	0.00109667	0.00109667	0.00109667
26	25	174.933	0.43184	0.3208	0.79865	0.92392	0.68085	0.76801	0.52843	2.00183	1.01742	3.12744	0.00112835	0.00112835	0.00112835
27	26	181.815	0.49994	0.35061	0.87464	0.91297	0.68085	0.77001	0.53324	2.0311	1.03051	3.21046	0.00115885	0.00115885	0.00115885
28	27	188.714	0.54815	0.36418	0.83376	0.91297	0.68085	0.77001	0.53324	2.0311	1.03051	3.21046	0.00118816	0.00118816	0.00118816
29	28	195.614	0.50333	0.35966	0.79061	0.94038	0.67139	0.7661	0.53956	2.07114	1.12504	3.25993	0.00121628	0.00121628	0.00121628
30	29	202.967	0.47761	0.36002	0.83191	0.94038	0.67139	0.7661	0.53956	2.07114	1.12504	3.25993	0.00124322	0.00124322	0.00124322
31	30	209.973	0.5143	0.38193	0.84498	0.94038	0.67139	0.7661	0.53956	2.07114	1.12504	3.25993	0.00126896	0.00126896	0.00126896
32	31	216.869	0.47365	0.38134	0.84153	0.99483	0.6383	0.75333	0.5392	2.04771	1.15594	3.24232	0.00129352	0.00129352	0.00129352
33	32	223.75	0.47356	0.36006	0.84416	0.99483	0.6383	0.75333	0.5392	2.04771	1.15594	3.24232	0.00131689	0.00131689	0.00131689
34	33	230.724	0.46614	0.34128	0.81515	0.99564	0.6383	0.73368	0.52294	2.05179	1.28764	3.15833	0.00133907	0.00133907	0.00133907
35	34	237.567	0.51291	0.38233	0.82828	0.99564	0.6383	0.73368	0.52294	2.05179	1.28764	3.15833	0.0013466	0.0013466	0.0013466
36	35	244.415	0.46012	0.37924	0.79108	0.99564	0.6383	0.73368	0.52294	2.05179	1.28764	3.15833	0.0013268	0.0013268	0.0013268
37	36	251.33	0.47266	0.36559	0.83974	0.9946	0.6383	0.73594	0.49849	2.08888	1.47059	3.05636	0.001307	0.001307	0.001307
38	37	258.15	0.53193	0.36614	0.81035	0.9946	0.6383	0.73594	0.49849	2.08888	1.47059	3.05636	0.0012872	0.0012872	0.0012872
39	38	264.985	0.46391	0.37187	0.77822	0.9946	0.6383	0.73594	0.49849	2.08888	1.47059	3.05636	0.0012674	0.0012674	0.0012674
40	39	271.957	0.54892	0.3751	0.8077	0.96983	0.68405	0.77519	0.51542	2.06411	1.40878	2.99465	0.0012476	0.0012476	0.0012476
41	40	278.809	0.45425	0.36896	0.88718	0.96983	0.68405	0.77519	0.51542	2.06411	1.40878	2.99465	0.0012278	0.0012278	0.0012278
42	41	285.691	0.47381	0.37152	0.82568	1	0.71588	0.80283	0.56891	2.05245	1.4167	3.0392	0.001208	0.001208	0.001208
43	42	292.511	0.50159	0.38543	0.89871	1	0.71588	0.80283	0.56891	2.05245	1.4167	3.0392	0.0011882	0.0011882	0.0011882
44	43	299.338	0.51203	0.36832	0.845	1	0.71588	0.80283	0.56891	2.05245	1.4167	3.0392	0.0011684	0.0011684	0.0011684
45	44	306.214	0.42751	0.36484	0.82091	0.97078	0.7069	0.80667	0.58066	1.99761	1.36307	2.99403	0.0011486	0.0011486	0.0011486
46	45	313.11	0.37929	0.31113	0.8119	0.97078	0.7069	0.80667	0.58066	1.99761	1.36307	2.99403	0.0011288	0.0011288	0.0011288
47	46	319.957	0.45628	0.3585	0.81802	0.97078	0.7069	0.80667	0.58066	1.99761	1.36307	2.99403	0.001109	0.001109	0.001109
48	47	326.823	0.4815	0.35025	0.82786	0.92272	0.76219	0.80415	0.5949	1.92913	1.24708	2.95143	0.0010892	0.0010892	0.0010892
49	48	333.652	0.45424	0.33759	0.82806	0.92272	0.76219	0.80415	0.5949	1.92913	1.24708	2.95143	0.0010694	0.0010694	0.0010694
50	49	340.508	0.38503	0.3048	0.806	0.93388	0.7234	0.79352	0.5924	1.9135	1.25616	2.90943	0.0010496	0.0010496	0.0010496
51	50	347.382	0.464	0.34249	0.81729	0.93388	0.7234	0.79352	0.5924	1.9135	1.25616	2.90943	0.0010298	0.0010298	0.0010298
52	51	354.24	0.48833	0.34717	0.7905	0.93388	0.7234	0.79352	0.5924	1.9135	1.25616	2.90943	0.00101	0.00101	0.00101
53	52	361.107	0.47636	0.36862	0.80257	0.94022	0.74468	0.80726	0.57469	1.91869	1.12665	2.89025	0.0009902	0.0009902	0.0009902
54	53	367.925	0.4578	0.35366	0.82888	0.94022	0.74468	0.80726	0.57469	1.91869	1.12665	2.89025	0.0009704	0.0009704	0.0009704
55	54	374.951	0.42205	0.34785	0.80089	0.94022	0.74468	0.80726	0.57469	1.91869	1.12665	2.89025	0.0009506	0.0009506	0.0009506
56	55	381.802	0.562	0.40526	0.87108	0.93745	0.74468	0.80065	0.55536	1.9223	0.96134	2.90655	0.0009308	0.0009308	0.0009308
57	56	388.637	0.46482	0.35315	0.81293	0.93745	0.74468	0.80065	0.55536	1.9223	0.96134	2.90655	0.000911	0.000911	0.000911
58	57	395.494	0.44544	0.36121	0.81283	0.94423	0.72059	0.80358	0.55201	1.91904	0.83064	2.92761	0.0008912	0.0008912	0.0008912
59	58	402.391	0.41446	0.366	0.81556	0.94423	0.72059	0.80358	0.55201	1.91904	0.83064	2.92761	0.0008714	0.0008714	0.0008714
60	59	409.212	0.48247	0.37362	0.79318	0.94423	0.72059	0.80358	0.55201	1.91904	0.83064	2.92761	0.0008516	0.0008516	0.0008516
61	60	416.091	0.4712	0.36677	0.80058	0.9642	0.70213	0.80437	0.54307	1.91848	0.7855	2.94543	0.0008318	0.0008318	0.0008318
62	61	422.922	0.35863	0.34542	0.7641	0.9642	0.70213	0.80437	0.54307	1.91848	0.7855	2.94543	0.000812	0.000812	0.000812
63	62	429.795	0.47865	0.35305	0.84098	0.9642	0.70213	0.80437	0.54307	1.91848	0.7855	2.94543	0.0007922	0.0007922	0.0007922
64	63	436.66	0.42392	0.33701	0.83724	0.97058	0.70185	0.80611	0.53494	1.92839	0.77565	2.95173	0.0007724	0.0007724	0.0007724
65	64	443.472	0.50845	0.39243	0.86976	0.97058	0.70185	0.80611	0.53494	1.92839	0.77565	2.95173	0.0007526	0.0007526	0.0007526
66	65	450.303	0.42312	0.3432	0.82392	1	0.6755	0.80753	0.52921	1.94933	0.77359	2.95587	0.0007328	0.0007328	0.0007328
67	66	457.125	0.45348	0.35434	0.80292	1	0.6755	0.80753	0.52921	1.94933	0.77359	2.95587	0.000713	0.000713	0.000713
68	67	464.016	0.48175	0.35168	0.83863	1	0.6755	0.80753	0.52921	1.94933	0.77359	2.95587	0.0006932	0.0006932	0.0006932
69	68	470.852	0.44364	0.34708	0.83965	1	0.67986	0.82592	0.54254	1.95056	0.76533	2.97253	0.0006734	0.0006734	0.0006734
70	69	477.705	0.48863	0.39011	0.82441	1	0.67986	0.82592	0.54254	1.95056	0.76533	2.97253	0.0006536	0.0006536	0.0006536
71	70	484.618	0.34255	0.28066	0.79168	1	0.67986	0.82592	0.54254	1.95056	0.76533	2.97253	0.0006338	0.0006338	0.0006338
72	71	491.507	0.3535	0.30849	0.81125	0.99257	0.68085	0.82052	0.55738	1.93196	0.74637	2.96702	0.000614	0.000614	0.000614
73	72	498.37	0.40418	0.32751	0.79019	0.99257	0.68085	0.82052	0.55738	1.93196	0.74637	2.96702	0.0005942	0.0005942	0.0005942
74	73	505.204	0.39773	0.30971	0.82931	0.99279	0.68085	0.81672	0.56447	1.91114	0.73952	2.96043	0.0005744	0.0005744	0.0005744
75	74	512.057	0.4601	0.34044	0.78185	0.99279	0.68085	0.81672	0.56447	1.91114	0.73952	2.96043	0.0005546	0.0005546	0.0005546
76	75	518.903	0.38528	0.31725	0.80809	0.99279	0.68085	0.81672	0.56447	1.91114	0.73952	2.96043	0.0005348	0.0005348	0.0005348
77	76	525.804	0.39478	0.30513	0.80886	0.96073	0.65957	0.79222	0.56957	1.91622	0.74565	2.95303	0.000515	0.000515	0.000515
78	77	532.623	0.42554	0.32115	0.85212	0.96073	0.65957	0.79222	0.56957	1.91622	0.74565	2.95303	0.0004952	0.0004952	0.0004952
79	78	539.442	0.48494	0.35933	0.85259	0.96073	0.65957	0.79222	0.56957	1.91622	0.74565	2.95303	0.0004754	0.0004754	0.0004754
80	79	546.32	0.4278	0.35008	0.82484	0.96123	0.65957	0.79424	0.57532	1.91737	0.76654	2.93734	0.0004556	0.0004556	0.0004556
81	80	553.214	0.37041	0.31816	0.79067	0.96123	0.65957	0.79424	0.57532	1.91737	0.76654	2.93734	0.0004358	0.0004358	0.0004358
82	81	560.079	0.36081	0.307	0.85453	0.96414	0.65957	0.78839	0.57795	1.91893	0.79829	2.93012	0.000416	0.000416	0.000416
83	82	566.947	0.3691	0.31718	0.81064	0.96414	0.65957	0.78839	0.57795	1.91893	0.79829	2.93012	0.0003962	0.0003962	0.0003962
84	83	573.834	0.3826	0.29774	0.7411	0.96414	0.65957	0.78839	0.57795	1.91893	0.79829	2.93012	0.0003764	0.0003764	0.0003764
85	84	580.713	0.4513	0.33619	0.86849	0.96686	0.65957	0.78559	0.58502	1.92034	0.82476	2.92511	0.0003566	0.0003566	0.0003566
86	85	587.608	0.32959	0.2816	0.81304	0.96686	0.65957	0.78559	0.58502	1.92034	0.82476	2.92511	0.0003368	0.0003368	0.0003368
87	86	594.476	0.38921	0.31928	0.78851	0.96686	0.65957	0.78559	0.58502	1.92034	0.82476	2.92511	0.000317	0.000317	0.000317
88	87	601.349	0.44059	0.36016	0.81627	0.99835	0.68085	0.8143	0.59335	1.91094	0.84992	2.91374	0.0002972	0.0002972	0.0002972
89	88	608.199	0.37011	0.30439	0.82546	0.99835	0.68085	0.8143	0.59335	1.91094	0.84992	2.91374	0.0002774	0.0002774	0.0002774
90	89	615.104	0.3312	0.25186	0.78723	0.89443	0.72109	0.79441	0.59087	1.90193	0.8804	2.909	0.0002576	0.0002576	0.0002576
91	90	621.897	0.33811	0.27389	0.81765	0.89443	0.72109	0.79441	0.59087	1.90193	0.8804	2.909	0.0002378	0.0002378	0.0002378
92	91	628.766	0.39562	0.31337	0.78306	0.89443	0.72109	0.79441	0.59087	1.90193	0.8804	2.909	0.000218	0.000218	0.000218
93	92	635.592	0.28366	0.25083	0.70202	0.99332	0.65957	0.79055	0.58681	1.90081	0.87993	2.92552	0.0001982	0.0001982	0.0001982
94	93	642.518	0.30724	0.26517	0.763	0.99332	0.65957	0.79055	0.58681	1.90081	0.87993	2.92552	0.0001784	0.0001784	0.0001784
95	94	649.346	0.35454	0.28005	0.86077	0.99332	0.65957	0.79055	0.58681	1.90081	0.87993	2.92552	0.0001586	0.0001586	0.0001586
96	95	656.141	0.29709	0.25138	0.77028	0.98259	0.65957	0.78794	0.58098	1.90608	0.86342	2.93205	0.0001388	0.0001388	0.0001388
97	96	662.955	0.32157	0.26063	0.79319	0.98259	0.65957	0.78794	0.58098	1.90608	0.86342	2.93205	0.000119	0.000119	0.000119
98	97	669.777	0.29534	0.23095	0.82757	0.94696	0.68085	0.78399	0.57222	1.9115	0.85743	2.93744	9.92e-05	9.92e-05	9.92e-05
99	98	676.663	0.34073	0.26203	0.71661	0.94696	0.68085	0.78399	0.57222	1.9115	0.85743	2.93744	7.94e-05	7.94e-05	7.94e-05
100	99	683.42	0.29989	0.24568	0.72348	0.94696	0.68085	0.78399	0.57222	1.9115	0.85743	2.93744	5.96e-05	5.96e-05	5.96e-05
101	100	690.231	0.32209	0.26165	0.76947	0.92336	0.68085	0.7749	0.56668	1.91701	0.86498	2.95017	3.98e-05	3.98e-05	3.98e-05