ant-vision-inspector/ai/runs/train/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	0.744601	2.4784	4.2576	2.37292	0.00581	0.5	0.00599	0.00178	2.08106	4.5092	2.3941	0	0	0
3	2	1.17594	3.54636	4.89413	2.76008	0.00588	0.5	0.00622	0.00124	2.10159	4.51392	2.40401	1.23763e-05	1.23763e-05	1.23763e-05
4	3	1.4434	3.2212	4.47996	3.91873	0.01514	1	0.01568	0.0022	2.24221	4.37976	2.4629	2.4505e-05	2.4505e-05	2.4505e-05
5	4	1.81097	3.23832	4.18544	3.38558	0.01459	1	0.01534	0.0037	2.32948	4.47892	2.46147	3.63862e-05	3.63862e-05	3.63862e-05
6	5	2.17724	2.76973	4.43589	2.74067	0.00556	0.5	0.00711	0.00195	2.33679	4.46132	2.45867	4.802e-05	4.802e-05	4.802e-05
7	6	2.47758	2.93916	4.25681	2.81574	0.00562	0.5	0.00711	0.00197	2.23356	4.4439	2.55513	5.94062e-05	5.94062e-05	5.94062e-05
8	7	2.77856	2.95798	3.80506	2.41629	0.01433	1	0.0167	0.00167	2.13047	4.47684	2.46296	7.0545e-05	7.0545e-05	7.0545e-05
9	8	3.08538	2.97272	3.8706	2.66583	0.00847	0.5	0.00939	0.00094	1.93983	4.4964	2.44096	8.14362e-05	8.14362e-05	8.14362e-05
10	9	3.38628	1.96121	4.27233	2.04591	0	0	0	0	1.67434	4.64554	2.3051	9.208e-05	9.208e-05	9.208e-05
11	10	3.68733	2.62766	3.67184	2.50334	0	0	0	0	1.44683	4.71852	2.19216	0.000102476	0.000102476	0.000102476
12	11	3.97817	2.60241	4.1424	2.70991	0.00556	0.5	0.01605	0.0016	1.42181	4.70011	2.16441	0.000112625	0.000112625	0.000112625
13	12	4.28608	3.28551	4.52089	2.67545	0.00588	0.5	0.01345	0.00269	1.52292	4.67835	2.13383	0.000122526	0.000122526	0.000122526
14	13	4.58546	2.2033	4.2669	2.49512	0.00562	0.5	0.01157	0.00231	1.68387	4.61194	2.17338	0.00013218	0.00013218	0.00013218
15	14	4.88485	2.87394	4.40826	2.70916	0.00568	0.5	0.00975	0.00195	1.89075	4.58147	2.30027	0.000141586	0.000141586	0.000141586
16	15	5.19968	2.71982	4.27341	2.72914	0	0	0	0	1.96866	4.44855	2.33624	0.000150745	0.000150745	0.000150745
17	16	5.49215	1.68605	4.24646	1.87531	0	0	0	0	2.00553	4.48707	2.29285	0.000159656	0.000159656	0.000159656
18	17	5.79325	2.00138	3.94773	2.26758	0	0	0	0	2.09648	4.63246	2.4007	0.00016832	0.00016832	0.00016832
19	18	6.09155	3.05671	5.53908	2.66707	0	0	0	0	2.09648	4.63246	2.4007	0.000176736	0.000176736	0.000176736
20	19	6.39052	2.20901	3.52372	2.04393	0.00806	0.5	0.02369	0.00237	2.20865	4.54601	2.56285	0.000184905	0.000184905	0.000184905
21	20	6.66892	2.4483	3.70065	2.23467	0.00806	0.5	0.02369	0.00237	2.20865	4.54601	2.56285	0.000192826	0.000192826	0.000192826
22	21	6.9332	2.19448	3.86943	2.10117	0.00463	0.5	0.03317	0.00663	2.32559	4.48125	2.62548	0.0002005	0.0002005	0.0002005
23	22	7.30519	2.9479	4.3599	2.76934	0.00463	0.5	0.03317	0.00663	2.32559	4.48125	2.62548	0.000207926	0.000207926	0.000207926
24	23	7.68986	1.39714	3.40426	1.6151	0.01578	1	0.08837	0.01146	2.44041	4.6826	2.72339	0.000215105	0.000215105	0.000215105
25	24	7.99967	2.46841	3.48691	2.13383	0.01578	1	0.08837	0.01146	2.44041	4.6826	2.72339	0.000222036	0.000222036	0.000222036
26	25	8.31396	2.56835	4.10281	2.20972	0.00481	0.5	0.01777	0.00355	2.61255	4.61058	2.86581	0.00022872	0.00022872	0.00022872
27	26	8.55453	1.65391	3.70866	1.88456	0.00481	0.5	0.01777	0.00355	2.61255	4.61058	2.86581	0.000235156	0.000235156	0.000235156
28	27	8.80235	2.00119	3.45089	1.89926	0.01604	1	0.05212	0.00521	2.74287	4.6437	2.91424	0.000241345	0.000241345	0.000241345
29	28	9.04528	1.89956	3.68555	2.16165	0.01604	1	0.05212	0.00521	2.74287	4.6437	2.91424	0.000247286	0.000247286	0.000247286
30	29	9.29273	1.42472	2.92227	1.75125	0.01111	0.5	0.12437	0.01244	3.06977	4.5736	3.06093	0.00025298	0.00025298	0.00025298
31	30	9.60359	1.35767	2.62078	1.55004	0.01111	0.5	0.12437	0.01244	3.06977	4.5736	3.06093	0.000258426	0.000258426	0.000258426
32	31	9.94422	2.37035	4.66417	2.27559	0.01316	0.5	0.16583	0.01658	3.36893	4.24859	3.23425	0.000263625	0.000263625	0.000263625
33	32	10.2594	1.61322	2.86179	1.53237	0.01316	0.5	0.16583	0.01658	3.36893	4.24859	3.23425	0.000268576	0.000268576	0.000268576
34	33	10.6412	1.85856	3.15064	1.88045	0.02083	0.5	0.16583	0.01658	3.44544	4.47775	3.34489	0.00027328	0.00027328	0.00027328
35	34	10.9661	1.62452	2.88937	1.72429	0.02083	0.5	0.16583	0.01658	3.44544	4.47775	3.34489	0.000277736	0.000277736	0.000277736
36	35	11.2888	1.21431	3.51628	1.62717	0	0	0	0	3.47481	4.57555	3.33539	0.000281945	0.000281945	0.000281945
37	36	11.5318	1.39337	2.94668	1.47319	0	0	0	0	3.47481	4.57555	3.33539	0.000285906	0.000285906	0.000285906
38	37	11.7887	2.14196	3.0238	1.80533	0	0	0	0	3.7452	4.84862	3.44227	0.00028962	0.00028962	0.00028962
39	38	12.0408	1.81846	2.33607	1.79617	0	0	0	0	3.7452	4.84862	3.44227	0.000293086	0.000293086	0.000293086
40	39	12.2951	1.17175	1.92086	1.3652	0	0	0	0	4.06912	4.91101	3.62994	0.000296305	0.000296305	0.000296305
41	40	12.5315	1.62593	2.48208	1.50529	0	0	0	0	4.06912	4.91101	3.62994	0.000299276	0.000299276	0.000299276
42	41	12.8727	2.11165	2.67321	1.7814	0	0	0	0	4.39582	4.54093	3.81935	0.000302	0.000302	0.000302
43	42	13.1287	1.58216	2.68408	1.63978	0	0	0	0	4.39582	4.54093	3.81935	0.000304476	0.000304476	0.000304476
44	43	13.4027	1.4236	2.75829	1.527	0.01351	0.5	0.02163	0.00216	4.3829	4.34724	3.73475	0.000306705	0.000306705	0.000306705
45	44	13.6611	1.58086	3.04931	1.97095	0.01351	0.5	0.02163	0.00216	4.3829	4.34724	3.73475	0.000308686	0.000308686	0.000308686
46	45	13.94	1.70552	2.1028	1.7847	0.0119	0.5	0.03109	0.00311	4.02893	4.68709	3.46274	0.00031042	0.00031042	0.00031042
47	46	14.2063	1.17287	2.30212	1.21687	0.0119	0.5	0.03109	0.00311	4.02893	4.68709	3.46274	0.000311906	0.000311906	0.000311906
48	47	14.4787	0.75953	1.79745	0.99198	0.01111	0.5	0.04523	0.00452	4.16401	4.4644	3.55846	0.000313145	0.000313145	0.000313145
49	48	14.7356	2.12559	4.16293	2.21951	0.01111	0.5	0.04523	0.00452	4.16401	4.4644	3.55846	0.000314136	0.000314136	0.000314136
50	49	15.0753	0.92121	2.05049	1.10199	0.00962	0.5	0.04146	0.00829	3.90365	4.64333	3.48688	0.00031488	0.00031488	0.00031488
51	50	15.3345	1.19831	1.99876	1.28056	0.00962	0.5	0.04146	0.00829	3.90365	4.64333	3.48688	0.000315376	0.000315376	0.000315376
52	51	15.6062	2.135	2.40625	1.81904	0.01042	0.5	0.05528	0.0229	3.18088	5.77238	3.2612	0.000315625	0.000315625	0.000315625
53	52	15.9429	1.72253	3.24847	1.71661	0.01042	0.5	0.05528	0.0229	3.18088	5.77238	3.2612	0.000315626	0.000315626	0.000315626
54	53	16.2756	0.98827	2.52014	1.26921	0.01042	0.5	0.05528	0.0229	3.18088	5.77238	3.2612	0.00031538	0.00031538	0.00031538
55	54	16.6349	1.8328	2.53368	1.66716	0.01316	0.5	0.12437	0.01244	3.8633	4.65938	3.23911	0.000314886	0.000314886	0.000314886
56	55	16.8944	1.1818	1.78296	1.15008	0.01316	0.5	0.12437	0.01244	3.8633	4.65938	3.23911	0.000314145	0.000314145	0.000314145
57	56	17.2351	1.26713	2.38825	1.40594	0.01316	0.5	0.12437	0.01244	3.8633	4.65938	3.23911	0.000313156	0.000313156	0.000313156
58	57	17.5174	1.32827	1.94378	1.44297	0.01562	0.5	0.02073	0.00207	3.86529	4.77191	3.13775	0.00031192	0.00031192	0.00031192
59	58	17.7998	0.93866	1.97455	1.19817	0.01562	0.5	0.02073	0.00207	3.86529	4.77191	3.13775	0.000310436	0.000310436	0.000310436
60	59	18.0565	1.34164	4.69334	1.52493	0.01562	0.5	0.02073	0.00207	3.86529	4.77191	3.13775	0.000308705	0.000308705	0.000308705
61	60	18.3262	1.70827	3.61104	1.67179	0	0	0	0	3.93656	4.99738	3.11248	0.000306726	0.000306726	0.000306726
62	61	18.6133	0.82569	1.96032	1.1105	0	0	0	0	3.93656	4.99738	3.11248	0.0003045	0.0003045	0.0003045
63	62	18.8669	1.33918	2.16787	1.37237	0	0	0	0	3.93656	4.99738	3.11248	0.000302026	0.000302026	0.000302026
64	63	19.133	0.9404	2.00419	1.09295	0	0	0	0	3.54929	5.50927	3.04358	0.000299305	0.000299305	0.000299305
65	64	19.4517	0.83957	1.71834	1.04536	0	0	0	0	3.54929	5.50927	3.04358	0.000296336	0.000296336	0.000296336
66	65	19.7046	1.05975	1.98836	1.25573	0	0	0	0	3.54929	5.50927	3.04358	0.00029312	0.00029312	0.00029312
67	66	19.966	0.79495	1.71511	1.07986	0.01111	0.5	0.02073	0.00415	3.48677	6.07562	2.94905	0.000289656	0.000289656	0.000289656
68	67	20.2315	0.89674	1.76647	1.12805	0.01111	0.5	0.02073	0.00415	3.48677	6.07562	2.94905	0.000285945	0.000285945	0.000285945
69	68	20.4951	1.27186	2.05522	1.24621	0.01111	0.5	0.02073	0.00415	3.48677	6.07562	2.94905	0.000281986	0.000281986	0.000281986
70	69	20.763	0.72455	1.86789	1.0569	0	0	0	0	4.16796	5.98914	3.4865	0.00027778	0.00027778	0.00027778
71	70	21.0206	0.94838	1.5672	1.15049	0	0	0	0	4.16796	5.98914	3.4865	0.000273326	0.000273326	0.000273326
72	71	21.2798	1.62956	2.8345	1.75908	0	0	0	0	4.16796	5.98914	3.4865	0.000268625	0.000268625	0.000268625
73	72	21.6185	0.82159	1.62683	0.94171	0	0	0	0	4.70051	5.39397	3.87655	0.000263676	0.000263676	0.000263676
74	73	21.8885	0.84998	2.02611	1.30797	0	0	0	0	4.70051	5.39397	3.87655	0.00025848	0.00025848	0.00025848
75	74	22.1454	0.85087	1.42472	1.15593	0	0	0	0	4.70051	5.39397	3.87655	0.000253036	0.000253036	0.000253036
76	75	22.4095	1.1786	1.83474	1.21092	0	0	0	0	4.86689	6.24371	3.95955	0.000247345	0.000247345	0.000247345
77	76	22.6694	0.78564	1.66187	0.97539	0	0	0	0	4.86689	6.24371	3.95955	0.000241406	0.000241406	0.000241406
78	77	22.9286	0.79013	1.96926	1.26206	0	0	0	0	4.86689	6.24371	3.95955	0.00023522	0.00023522	0.00023522
79	78	23.1943	0.8152	1.59465	1.07906	0	0	0	0	4.81344	5.97521	4.01022	0.000228786	0.000228786	0.000228786
80	79	23.4546	0.61829	1.29337	0.98868	0	0	0	0	4.81344	5.97521	4.01022	0.000222105	0.000222105	0.000222105
81	80	23.7685	0.95007	1.79471	1.1416	0	0	0	0	4.81344	5.97521	4.01022	0.000215176	0.000215176	0.000215176
82	81	24.1034	0.93272	2.22583	1.20421	0.00617	0.5	0.00905	0.0009	4.60774	5.39816	3.81369	0.000208	0.000208	0.000208
83	82	24.3629	0.63241	1.21512	1.08097	0.00617	0.5	0.00905	0.0009	4.60774	5.39816	3.81369	0.000200576	0.000200576	0.000200576
84	83	24.6222	1.39649	2.39204	1.52958	0.00617	0.5	0.00905	0.0009	4.60774	5.39816	3.81369	0.000192905	0.000192905	0.000192905
85	84	24.9101	0.63485	1.24139	0.96726	0.00641	0.5	0.01913	0.00459	4.14874	5.15654	3.60735	0.000184986	0.000184986	0.000184986
86	85	25.1903	0.88995	1.76109	1.04753	0.00641	0.5	0.01913	0.00459	4.14874	5.15654	3.60735	0.00017682	0.00017682	0.00017682
87	86	25.4597	1.16455	2.35159	1.15176	0.00641	0.5	0.01913	0.00459	4.14874	5.15654	3.60735	0.000168406	0.000168406	0.000168406
88	87	25.761	0.86574	1.60094	1.1271	0.00641	0.5	0.01913	0.00459	4.14874	5.15654	3.60735	0.000159745	0.000159745	0.000159745
89	88	26.1232	0.57931	1.17361	0.95885	0.00704	0.5	0.01658	0.00332	3.66565	5.88071	3.25055	0.000150836	0.000150836	0.000150836
90	89	26.4022	0.88857	1.97356	1.07497	0.00704	0.5	0.01658	0.00332	3.66565	5.88071	3.25055	0.00014168	0.00014168	0.00014168
91	90	26.7071	0.71015	1.22162	1.07789	0.00704	0.5	0.01658	0.00332	3.66565	5.88071	3.25055	0.000132276	0.000132276	0.000132276
92	91	27.0615	0.80611	2.15097	0.95926	0.00704	0.5	0.01658	0.00332	3.66565	5.88071	3.25055	0.000122625	0.000122625	0.000122625
93	92	27.3798	0.75395	1.9817	1.18844	0.00758	0.5	0.01463	0.00368	3.64756	5.57493	3.04703	0.000112726	0.000112726	0.000112726
94	93	27.6734	0.52999	2.16673	0.94249	0.00758	0.5	0.01463	0.00368	3.64756	5.57493	3.04703	0.00010258	0.00010258	0.00010258
95	94	27.9692	0.29519	1.34975	0.94508	0.00758	0.5	0.01463	0.00368	3.64756	5.57493	3.04703	9.21862e-05	9.21862e-05	9.21862e-05
96	95	28.2525	0.533	1.80971	0.96369	0.00758	0.5	0.01463	0.00368	3.64756	5.57493	3.04703	8.1545e-05	8.1545e-05	8.1545e-05
97	96	28.5584	0.37619	1.67301	0.82287	0.00714	0.5	0.01309	0.00361	3.45585	5.23022	2.909	7.06563e-05	7.06563e-05	7.06563e-05
98	97	28.8522	0.58993	1.73032	0.93823	0.00714	0.5	0.01309	0.00361	3.45585	5.23022	2.909	5.952e-05	5.952e-05	5.952e-05
99	98	29.2014	1.19689	2.95317	1.27242	0.00714	0.5	0.01309	0.00361	3.45585	5.23022	2.909	4.81363e-05	4.81363e-05	4.81363e-05
100	99	29.5194	0.44641	1.50801	0.93925	0.00714	0.5	0.01309	0.00361	3.45585	5.23022	2.909	3.6505e-05	3.6505e-05	3.6505e-05
101	100	29.8906	0.52149	1.81476	0.89577	0.0061	0.5	0.01157	0.00231	3.45621	5.51821	2.93443	2.46263e-05	2.46263e-05	2.46263e-05