Detection_Experiment/vis6class_exp/vis6class_v8m/6class/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	74.1002	1.45177	1.3499	0.97119	0.48954	0.30681	0.30529	0.17932	1.46069	1.21004	0.94941	0.0671728	0.000331588	0.000331588
3	2	148.131	1.42041	1.10112	0.96067	0.47059	0.352	0.36077	0.21327	1.41416	1.03289	0.93623	0.0341706	0.000662727	0.000662727
4	3	221.858	1.39319	1.03644	0.94917	0.50337	0.35262	0.36769	0.21697	1.42161	1.00914	0.94548	0.00116619	0.000991666	0.000991666
5	4	295.795	1.38518	1.018	0.94572	0.52072	0.3747	0.39712	0.23517	1.38396	1.00425	0.93809	0.0009901	0.0009901	0.0009901
6	5	369.646	1.35604	0.97151	0.94079	0.55572	0.40298	0.42724	0.25804	1.36183	0.95484	0.92768	0.0009868	0.0009868	0.0009868
7	6	443.461	1.32355	0.9374	0.93301	0.56177	0.42047	0.44722	0.27129	1.33378	0.92188	0.92135	0.0009835	0.0009835	0.0009835
8	7	517.36	1.31262	0.92344	0.92816	0.5582	0.43973	0.4582	0.27517	1.33844	0.92068	0.92221	0.0009802	0.0009802	0.0009802
9	8	591.194	1.30079	0.90833	0.92641	0.57202	0.41992	0.44361	0.27151	1.31729	0.91243	0.91604	0.0009769	0.0009769	0.0009769
10	9	665.026	1.29606	0.90336	0.92359	0.57351	0.44143	0.46864	0.2833	1.32878	0.92955	0.91668	0.0009736	0.0009736	0.0009736
11	10	738.869	1.27877	0.8829	0.92106	0.57844	0.42265	0.45566	0.27703	1.32715	0.89014	0.91463	0.0009703	0.0009703	0.0009703
12	11	812.532	1.26649	0.86183	0.91754	0.58756	0.44204	0.47371	0.28897	1.29562	0.87513	0.91023	0.000967	0.000967	0.000967
13	12	886.355	1.26449	0.86083	0.91607	0.60498	0.44684	0.48269	0.29466	1.28648	0.87708	0.90954	0.0009637	0.0009637	0.0009637
14	13	960.256	1.25465	0.84375	0.91256	0.59391	0.44503	0.48025	0.2962	1.29084	0.87299	0.90876	0.0009604	0.0009604	0.0009604
15	14	1034.01	1.24925	0.84191	0.91249	0.62119	0.45639	0.49158	0.30217	1.3036	0.86918	0.9129	0.0009571	0.0009571	0.0009571
16	15	1107.85	1.24384	0.82944	0.90949	0.59543	0.45757	0.49172	0.30291	1.26882	0.84082	0.90175	0.0009538	0.0009538	0.0009538
17	16	1181.71	1.23645	0.82577	0.90873	0.60781	0.4736	0.50234	0.30809	1.26924	0.83872	0.90204	0.0009505	0.0009505	0.0009505
18	17	1255.6	1.23074	0.81984	0.90732	0.62542	0.45287	0.50038	0.30833	1.27476	0.83562	0.9022	0.0009472	0.0009472	0.0009472
19	18	1329.38	1.23136	0.80891	0.90616	0.61224	0.46293	0.50371	0.31596	1.25041	0.82561	0.90028	0.0009439	0.0009439	0.0009439
20	19	1403.25	1.21353	0.79899	0.90462	0.6217	0.47534	0.51434	0.31848	1.257	0.82485	0.90221	0.0009406	0.0009406	0.0009406
21	20	1477.11	1.21914	0.79852	0.90496	0.63769	0.45614	0.50191	0.31432	1.25189	0.83266	0.90275	0.0009373	0.0009373	0.0009373
22	21	1550.91	1.22066	0.79996	0.90467	0.63057	0.47378	0.51174	0.31611	1.25517	0.83242	0.90244	0.000934	0.000934	0.000934
23	22	1624.82	1.2011	0.78328	0.90034	0.64121	0.46332	0.51413	0.31872	1.24861	0.81903	0.89995	0.0009307	0.0009307	0.0009307
24	23	1699	1.20225	0.779	0.90028	0.62985	0.47157	0.51082	0.31913	1.24698	0.82095	0.90152	0.0009274	0.0009274	0.0009274
25	24	1772.77	1.19432	0.76937	0.89887	0.62763	0.47129	0.51185	0.31851	1.24848	0.81293	0.89887	0.0009241	0.0009241	0.0009241
26	25	1846.59	1.19874	0.77357	0.90067	0.63342	0.48201	0.52219	0.32529	1.24313	0.8181	0.89801	0.0009208	0.0009208	0.0009208
27	26	1920.33	1.18914	0.7634	0.89848	0.66484	0.46659	0.52273	0.32474	1.23604	0.81586	0.89809	0.0009175	0.0009175	0.0009175
28	27	1994.05	1.19027	0.75791	0.8968	0.62291	0.486	0.52709	0.32505	1.2401	0.8138	0.89987	0.0009142	0.0009142	0.0009142
29	28	2067.89	1.18943	0.75845	0.89546	0.62952	0.4772	0.52464	0.33019	1.23751	0.79594	0.89651	0.0009109	0.0009109	0.0009109
30	29	2141.78	1.18853	0.75727	0.895	0.65237	0.47405	0.52411	0.32989	1.2226	0.79184	0.89237	0.0009076	0.0009076	0.0009076
31	30	2215.44	1.18059	0.74204	0.89562	0.63721	0.47558	0.51775	0.32138	1.22581	0.80272	0.89263	0.0009043	0.0009043	0.0009043
32	31	2289.23	1.17573	0.74725	0.89271	0.6468	0.47046	0.52153	0.32638	1.2288	0.79112	0.89563	0.000901	0.000901	0.000901
33	32	2363.08	1.17888	0.74292	0.89287	0.66591	0.46519	0.52519	0.32722	1.22384	0.79058	0.89314	0.0008977	0.0008977	0.0008977
34	33	2436.97	1.17005	0.73613	0.89263	0.64243	0.47902	0.52435	0.32877	1.21923	0.78505	0.89301	0.0008944	0.0008944	0.0008944
35	34	2512.07	1.1632	0.72889	0.89069	0.64894	0.4685	0.51891	0.322	1.23532	0.80206	0.89608	0.0008911	0.0008911	0.0008911
36	35	2587.17	1.16201	0.72743	0.88952	0.64691	0.46724	0.52403	0.32852	1.22295	0.79486	0.89299	0.0008878	0.0008878	0.0008878
37	36	2660.64	1.16055	0.72498	0.8894	0.63265	0.48319	0.52265	0.32769	1.22537	0.79251	0.89651	0.0008845	0.0008845	0.0008845
38	37	2735.17	1.15708	0.72049	0.8888	0.63683	0.4837	0.52562	0.33086	1.2182	0.77906	0.89215	0.0008812	0.0008812	0.0008812
39	38	2809.44	1.16261	0.72399	0.88985	0.66075	0.47968	0.53176	0.33366	1.21256	0.77985	0.8892	0.0008779	0.0008779	0.0008779
40	39	2883.14	1.158	0.71599	0.88784	0.63471	0.48871	0.52989	0.3319	1.21403	0.78409	0.8918	0.0008746	0.0008746	0.0008746
41	40	2955.65	1.14864	0.70722	0.888	0.66291	0.48038	0.53138	0.33193	1.2104	0.77767	0.89061	0.0008713	0.0008713	0.0008713
42	41	3028.11	1.14859	0.70842	0.88577	0.65266	0.47701	0.53123	0.33279	1.20868	0.7815	0.89215	0.000868	0.000868	0.000868
43	42	3100.49	1.14499	0.70132	0.88634	0.65735	0.48205	0.52865	0.33116	1.21802	0.78321	0.89139	0.0008647	0.0008647	0.0008647
44	43	3172.86	1.14437	0.70064	0.88572	0.65954	0.48343	0.53384	0.33578	1.20273	0.77706	0.88826	0.0008614	0.0008614	0.0008614
45	44	3245.23	1.13991	0.69422	0.88404	0.65166	0.49156	0.53855	0.33644	1.21709	0.77893	0.89371	0.0008581	0.0008581	0.0008581
46	45	3317.74	1.14372	0.69838	0.88459	0.64606	0.48434	0.53244	0.3329	1.2121	0.7753	0.89105	0.0008548	0.0008548	0.0008548
47	46	3390.06	1.1414	0.69568	0.88466	0.63221	0.49846	0.53759	0.33808	1.20551	0.76904	0.88981	0.0008515	0.0008515	0.0008515
48	47	3462.65	1.13173	0.68769	0.88171	0.65224	0.49405	0.54014	0.34013	1.19997	0.77476	0.88795	0.0008482	0.0008482	0.0008482
49	48	3535.03	1.13729	0.68734	0.88423	0.66475	0.49016	0.53842	0.33647	1.20183	0.77463	0.88949	0.0008449	0.0008449	0.0008449
50	49	3607.4	1.12732	0.68295	0.88225	0.64287	0.50616	0.54496	0.33972	1.20181	0.76998	0.88762	0.0008416	0.0008416	0.0008416
51	50	3679.65	1.12769	0.67455	0.88072	0.64257	0.49628	0.53713	0.33665	1.19593	0.77052	0.88778	0.0008383	0.0008383	0.0008383
52	51	3752.44	1.12459	0.67369	0.87994	0.66438	0.49439	0.54115	0.341	1.20121	0.76558	0.89086	0.000835	0.000835	0.000835
53	52	3824.77	1.12492	0.67441	0.88148	0.64922	0.49792	0.54411	0.34039	1.20228	0.77638	0.8886	0.0008317	0.0008317	0.0008317
54	53	3897.2	1.12367	0.66967	0.87916	0.67566	0.48504	0.5417	0.34078	1.19791	0.76749	0.88836	0.0008284	0.0008284	0.0008284
55	54	3969.58	1.11978	0.6677	0.87803	0.65944	0.48818	0.53831	0.3412	1.20764	0.76303	0.89063	0.0008251	0.0008251	0.0008251
56	55	4042	1.11091	0.65901	0.8786	0.66716	0.48986	0.54491	0.34139	1.1979	0.76396	0.8889	0.0008218	0.0008218	0.0008218
57	56	4114.38	1.11294	0.65819	0.87891	0.65954	0.49612	0.54292	0.3413	1.19875	0.77262	0.88994	0.0008185	0.0008185	0.0008185
58	57	4187.54	1.10293	0.65115	0.87574	0.66227	0.49126	0.54238	0.34046	1.19886	0.77201	0.88783	0.0008152	0.0008152	0.0008152
59	58	4259.88	1.10904	0.65535	0.87706	0.66581	0.49197	0.54369	0.34109	1.19763	0.76306	0.89061	0.0008119	0.0008119	0.0008119
60	59	4332.12	1.11256	0.65495	0.8777	0.67663	0.47929	0.53748	0.33687	1.19974	0.77325	0.88717	0.0008086	0.0008086	0.0008086
61	60	4404.5	1.1163	0.65534	0.87849	0.6446	0.51004	0.54834	0.34649	1.19826	0.77172	0.8894	0.0008053	0.0008053	0.0008053
62	61	4476.92	1.106	0.64779	0.87606	0.65811	0.4988	0.54471	0.34462	1.19408	0.76817	0.88797	0.000802	0.000802	0.000802
63	62	4549.25	1.11071	0.65031	0.87666	0.64364	0.49678	0.53968	0.33836	1.20517	0.772	0.88932	0.0007987	0.0007987	0.0007987
64	63	4621.53	1.10201	0.64659	0.87538	0.65773	0.49565	0.54188	0.34107	1.19662	0.76737	0.88941	0.0007954	0.0007954	0.0007954
65	64	4694.02	1.1019	0.64234	0.87478	0.66535	0.49353	0.54393	0.34271	1.19865	0.78081	0.88816	0.0007921	0.0007921	0.0007921
66	65	4766.38	1.0982	0.64241	0.87394	0.67216	0.49012	0.53965	0.33917	1.19457	0.77693	0.88879	0.0007888	0.0007888	0.0007888
67	66	4838.58	1.09651	0.63617	0.8733	0.66479	0.49593	0.5458	0.34371	1.19311	0.76764	0.88848	0.0007855	0.0007855	0.0007855
68	67	4911.39	1.09537	0.63411	0.87258	0.65958	0.49278	0.53976	0.33956	1.19891	0.77303	0.8899	0.0007822	0.0007822	0.0007822
69	68	4983.7	1.09516	0.63298	0.87366	0.63835	0.50848	0.54478	0.34088	1.19916	0.77314	0.88865	0.0007789	0.0007789	0.0007789
70	69	5055.91	1.0883	0.62911	0.87306	0.66238	0.4999	0.54766	0.34407	1.19216	0.76919	0.88575	0.0007756	0.0007756	0.0007756
71	70	5128.17	1.08008	0.62228	0.87142	0.65797	0.50159	0.54531	0.34408	1.19755	0.76898	0.88762	0.0007723	0.0007723	0.0007723
72	71	5200.48	1.09146	0.62682	0.87329	0.66136	0.5004	0.54511	0.34296	1.19562	0.76526	0.88845	0.000769	0.000769	0.000769
73	72	5272.75	1.08888	0.62716	0.87175	0.66111	0.49765	0.5436	0.34159	1.19342	0.76764	0.88763	0.0007657	0.0007657	0.0007657
74	73	5345.13	1.07556	0.61709	0.86945	0.65721	0.49722	0.54432	0.34278	1.19749	0.76871	0.88775	0.0007624	0.0007624	0.0007624
75	74	5417.38	1.08477	0.6175	0.86957	0.65787	0.50006	0.54727	0.34465	1.19263	0.76693	0.8888	0.0007591	0.0007591	0.0007591
76	75	5489.65	1.07628	0.61429	0.86938	0.65673	0.50398	0.5438	0.34317	1.20072	0.77864	0.8908	0.0007558	0.0007558	0.0007558
77	76	5561.86	1.08551	0.62133	0.87045	0.64583	0.51014	0.5445	0.34393	1.19578	0.7748	0.88965	0.0007525	0.0007525	0.0007525
78	77	5634.22	1.07656	0.61527	0.87059	0.66126	0.50183	0.54387	0.34368	1.19785	0.77115	0.88783	0.0007492	0.0007492	0.0007492
79	78	5706.51	1.07227	0.60475	0.8687	0.65533	0.50521	0.5439	0.34286	1.19838	0.77319	0.89088	0.0007459	0.0007459	0.0007459
80	79	5778.88	1.06573	0.60297	0.86757	0.66496	0.50694	0.54932	0.34623	1.19881	0.7633	0.89168	0.0007426	0.0007426	0.0007426
81	80	5851.34	1.07305	0.61008	0.86604	0.64342	0.50819	0.546	0.3439	1.1967	0.76852	0.88934	0.0007393	0.0007393	0.0007393
82	81	5923.65	1.06842	0.60472	0.86817	0.65509	0.50407	0.54473	0.3429	1.18831	0.77033	0.88778	0.000736	0.000736	0.000736
83	82	5995.96	1.05868	0.59483	0.86755	0.64527	0.50256	0.54172	0.34184	1.19134	0.77004	0.88796	0.0007327	0.0007327	0.0007327
84	83	6068.46	1.06946	0.60458	0.86802	0.65247	0.50126	0.54538	0.34521	1.19352	0.76936	0.88764	0.0007294	0.0007294	0.0007294
85	84	6140.85	1.0633	0.59609	0.86778	0.66003	0.49853	0.54345	0.34426	1.19173	0.76804	0.88891	0.0007261	0.0007261	0.0007261
86	85	6213.21	1.06255	0.59798	0.86686	0.64389	0.50609	0.53928	0.34	1.19596	0.78076	0.88901	0.0007228	0.0007228	0.0007228
87	86	6285.59	1.05872	0.59551	0.86492	0.66053	0.49411	0.54097	0.3425	1.18957	0.77201	0.88797	0.0007195	0.0007195	0.0007195
88	87	6357.89	1.06588	0.60055	0.86629	0.65764	0.50591	0.54331	0.34451	1.18845	0.76804	0.8894	0.0007162	0.0007162	0.0007162
89	88	6430.13	1.05583	0.59233	0.86545	0.66929	0.49807	0.5432	0.34192	1.19021	0.76795	0.88885	0.0007129	0.0007129	0.0007129
90	89	6502.44	1.05788	0.59212	0.86488	0.65811	0.50078	0.54185	0.33991	1.18722	0.76635	0.88794	0.0007096	0.0007096	0.0007096
91	90	6574.82	1.06001	0.59024	0.86442	0.65954	0.4991	0.5409	0.34017	1.19106	0.76648	0.88913	0.0007063	0.0007063	0.0007063
92	91	6647.18	1.05431	0.58916	0.86293	0.65832	0.49574	0.54238	0.34164	1.19167	0.77427	0.88956	0.000703	0.000703	0.000703
93	92	6719.49	1.05512	0.58783	0.86384	0.66736	0.49951	0.54549	0.34382	1.19155	0.77794	0.88943	0.0006997	0.0006997	0.0006997
94	93	6791.88	1.0574	0.58857	0.86407	0.658	0.50624	0.54582	0.34334	1.1921	0.77577	0.89028	0.0006964	0.0006964	0.0006964
95	94	6864.22	1.04456	0.58057	0.86156	0.67277	0.49883	0.54728	0.34536	1.19149	0.77641	0.88997	0.0006931	0.0006931	0.0006931
96	95	6936.57	1.03756	0.57759	0.86071	0.65774	0.5049	0.54407	0.34391	1.19252	0.77677	0.89113	0.0006898	0.0006898	0.0006898
97	96	7008.71	1.0463	0.58003	0.86268	0.64992	0.50999	0.54584	0.34515	1.19362	0.77831	0.89113	0.0006865	0.0006865	0.0006865
98	97	7081.06	1.0451	0.57911	0.86158	0.66347	0.50119	0.54566	0.34544	1.18953	0.77758	0.88891	0.0006832	0.0006832	0.0006832
99	98	7153.43	1.04041	0.57505	0.86344	0.66747	0.49646	0.54544	0.34505	1.18929	0.77578	0.88913	0.0006799	0.0006799	0.0006799
100	99	7225.84	1.0414	0.57453	0.86095	0.66874	0.49732	0.54594	0.3456	1.18851	0.77512	0.8899	0.0006766	0.0006766	0.0006766
101	100	7298.73	1.03886	0.57283	0.86126	0.66191	0.49803	0.54386	0.34598	1.1903	0.78002	0.89023	0.0006733	0.0006733	0.0006733