Detection_Experiment/coco5class_exp/coco5class_v8m/5class/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	1229.61	1.15644	1.1869	1.24197	0.47072	0.37359	0.38684	0.23748	1.32843	1.32885	1.37945	0.0670081	0.000333252	0.000333252
3	2	2446.95	1.20417	1.2292	1.28156	0.61506	0.49446	0.54033	0.35796	1.1217	0.9894	1.21888	0.0340059	0.000664385	0.000664385
4	3	3665.73	1.17197	1.16455	1.25771	0.64365	0.52586	0.57993	0.39502	1.07308	0.91944	1.18859	0.00100149	0.000993319	0.000993319
5	4	4882.09	1.12694	1.08769	1.23057	0.67081	0.55916	0.61624	0.42356	1.02817	0.85259	1.16029	0.0009901	0.0009901	0.0009901
6	5	6093.15	1.08789	1.02532	1.2045	0.67548	0.58031	0.64085	0.45344	0.99252	0.81462	1.13196	0.0009868	0.0009868	0.0009868
7	6	7303.44	1.05683	0.97886	1.18507	0.70964	0.57547	0.65649	0.46687	0.97583	0.7861	1.122	0.0009835	0.0009835	0.0009835
8	7	8514.17	1.03632	0.94608	1.17203	0.72479	0.58834	0.67208	0.48018	0.96537	0.77084	1.11509	0.0009802	0.0009802	0.0009802
9	8	9723.56	1.02252	0.91965	1.16113	0.73526	0.58679	0.68078	0.48827	0.95671	0.76109	1.10845	0.0009769	0.0009769	0.0009769
10	9	10933.1	1.00922	0.90315	1.15043	0.71924	0.6026	0.68299	0.49255	0.94869	0.75524	1.10165	0.0009736	0.0009736	0.0009736
11	10	12143	0.99897	0.88175	1.14322	0.7326	0.60185	0.68718	0.49649	0.94452	0.75279	1.09849	0.0009703	0.0009703	0.0009703
12	11	13352.4	0.98834	0.87084	1.13633	0.74018	0.60825	0.69146	0.5012	0.94039	0.7534	1.09568	0.000967	0.000967	0.000967
13	12	14562.5	0.98102	0.85617	1.1302	0.75324	0.60639	0.69659	0.5054	0.93718	0.75394	1.09293	0.0009637	0.0009637	0.0009637
14	13	15772.7	0.97347	0.84465	1.12479	0.74515	0.61443	0.69847	0.50866	0.93383	0.75656	1.09052	0.0009604	0.0009604	0.0009604
15	14	16982.4	0.96684	0.83633	1.12128	0.76161	0.60171	0.70019	0.5114	0.93049	0.75748	1.08756	0.0009571	0.0009571	0.0009571
16	15	18192	0.95844	0.82148	1.11621	0.77139	0.60114	0.70214	0.51338	0.92661	0.75567	1.0841	0.0009538	0.0009538	0.0009538
17	16	19401.6	0.95559	0.81514	1.1125	0.77843	0.60163	0.70578	0.5173	0.92289	0.75131	1.08134	0.0009505	0.0009505	0.0009505
18	17	20612.2	0.94744	0.80473	1.10934	0.77587	0.60808	0.70924	0.52165	0.91891	0.74384	1.07826	0.0009472	0.0009472	0.0009472
19	18	21821.9	0.94327	0.79853	1.10471	0.77412	0.61318	0.71212	0.52466	0.91585	0.73733	1.07592	0.0009439	0.0009439	0.0009439
20	19	23031.6	0.93986	0.79415	1.10244	0.76682	0.61869	0.71622	0.52834	0.91328	0.72983	1.07339	0.0009406	0.0009406	0.0009406
21	20	24242.2	0.93772	0.78704	1.09781	0.75892	0.62992	0.71923	0.53047	0.91096	0.72349	1.07089	0.0009373	0.0009373	0.0009373
22	21	25452.1	0.93122	0.78054	1.09898	0.76838	0.62483	0.72099	0.53249	0.90767	0.71747	1.06822	0.000934	0.000934	0.000934
23	22	26662.5	0.92711	0.77642	1.09543	0.76712	0.62933	0.72526	0.53645	0.90473	0.71017	1.06649	0.0009307	0.0009307	0.0009307
24	23	27873.1	0.92602	0.77119	1.09051	0.76479	0.63155	0.72686	0.53869	0.90338	0.70452	1.06445	0.0009274	0.0009274	0.0009274
25	24	29083.5	0.92307	0.76622	1.09198	0.76451	0.63842	0.73169	0.54056	0.90219	0.69905	1.06316	0.0009241	0.0009241	0.0009241
26	25	30293.8	0.92128	0.76072	1.08702	0.75967	0.64485	0.73278	0.54366	0.90059	0.69391	1.06133	0.0009208	0.0009208	0.0009208
27	26	31504	0.91672	0.75566	1.08562	0.7597	0.64874	0.73347	0.54437	0.89909	0.68913	1.06016	0.0009175	0.0009175	0.0009175
28	27	32714	0.91335	0.75118	1.08307	0.7692	0.64801	0.73511	0.54634	0.89851	0.68654	1.05949	0.0009142	0.0009142	0.0009142
29	28	33924.7	0.91246	0.74878	1.0828	0.77617	0.64674	0.73688	0.54695	0.89814	0.68354	1.05914	0.0009109	0.0009109	0.0009109
30	29	35134.9	0.90747	0.74389	1.0798	0.78163	0.64668	0.73865	0.54846	0.89658	0.68056	1.05799	0.0009076	0.0009076	0.0009076
31	30	36345.6	0.90625	0.73901	1.07938	0.78008	0.656	0.74083	0.54798	0.89601	0.6777	1.05808	0.0009043	0.0009043	0.0009043
32	31	37556.4	0.90127	0.73366	1.07423	0.78542	0.64873	0.7423	0.5498	0.89484	0.67485	1.05721	0.000901	0.000901	0.000901
33	32	38767.3	0.90215	0.73312	1.07624	0.78021	0.65463	0.7436	0.5504	0.89391	0.6727	1.05659	0.0008977	0.0008977	0.0008977
34	33	39977.8	0.90083	0.72933	1.0755	0.77123	0.65935	0.74486	0.55078	0.89279	0.6711	1.05578	0.0008944	0.0008944	0.0008944
35	34	41188.5	0.89733	0.72643	1.07282	0.77507	0.65591	0.74712	0.55223	0.89173	0.66943	1.05465	0.0008911	0.0008911	0.0008911
36	35	42399.2	0.89319	0.72212	1.07016	0.77746	0.65924	0.74888	0.55336	0.89082	0.66747	1.05417	0.0008878	0.0008878	0.0008878
37	36	43609.6	0.89601	0.72119	1.06842	0.7779	0.66037	0.74843	0.55418	0.88987	0.66696	1.05229	0.0008845	0.0008845	0.0008845
38	37	44819.8	0.89161	0.71751	1.06898	0.76647	0.66811	0.74785	0.5541	0.88967	0.66599	1.05225	0.0008812	0.0008812	0.0008812
39	38	46030.1	0.88834	0.71369	1.06483	0.76199	0.66677	0.74688	0.55336	0.88975	0.66509	1.0519	0.0008779	0.0008779	0.0008779
40	39	47240	0.88654	0.71002	1.06369	0.759	0.66741	0.7462	0.55443	0.8897	0.66559	1.05069	0.0008746	0.0008746	0.0008746
41	40	48450.3	0.88769	0.70945	1.06666	0.77025	0.6617	0.74661	0.55391	0.88964	0.6652	1.05098	0.0008713	0.0008713	0.0008713
42	41	49659.1	0.88283	0.70275	1.06431	0.77423	0.66271	0.74706	0.55394	0.88961	0.66512	1.05155	0.000868	0.000868	0.000868
43	42	50869.4	0.88446	0.70161	1.06447	0.77198	0.66632	0.74751	0.55451	0.88969	0.66383	1.052	0.0008647	0.0008647	0.0008647
44	43	52079.7	0.88044	0.69913	1.06198	0.76891	0.67012	0.74848	0.55617	0.88881	0.66277	1.05144	0.0008614	0.0008614	0.0008614
45	44	53289.6	0.87873	0.69822	1.06145	0.76365	0.67158	0.74854	0.55606	0.88923	0.66143	1.05153	0.0008581	0.0008581	0.0008581
46	45	54499.6	0.87671	0.69467	1.05878	0.76278	0.67406	0.74827	0.55471	0.88982	0.66134	1.05183	0.0008548	0.0008548	0.0008548
47	46	55710	0.87585	0.69042	1.05866	0.7647	0.67788	0.75004	0.55588	0.88888	0.65963	1.05107	0.0008515	0.0008515	0.0008515
48	47	56919.4	0.87419	0.68743	1.05706	0.76531	0.67797	0.75114	0.55712	0.8882	0.65944	1.04997	0.0008482	0.0008482	0.0008482
49	48	58129.4	0.87516	0.68633	1.05811	0.75943	0.68193	0.75114	0.55735	0.88722	0.65912	1.04962	0.0008449	0.0008449	0.0008449
50	49	59339	0.87393	0.68777	1.05446	0.76238	0.68228	0.75119	0.558	0.88583	0.65802	1.04863	0.0008416	0.0008416	0.0008416
51	50	60549.4	0.86846	0.68081	1.05379	0.77182	0.67862	0.75375	0.55924	0.88599	0.6566	1.04869	0.0008383	0.0008383	0.0008383
52	51	61759.9	0.86929	0.68082	1.05612	0.76525	0.68041	0.75292	0.55828	0.88586	0.65612	1.04938	0.000835	0.000835	0.000835
53	52	62969.9	0.86741	0.67951	1.05621	0.76344	0.68311	0.75271	0.55792	0.88607	0.6561	1.04994	0.0008317	0.0008317	0.0008317
54	53	64180.6	0.86651	0.6766	1.05158	0.75707	0.68068	0.75147	0.55707	0.88635	0.65645	1.0501	0.0008284	0.0008284	0.0008284
55	54	65390.9	0.8654	0.67588	1.05465	0.76616	0.67917	0.75175	0.55738	0.88645	0.65667	1.0507	0.0008251	0.0008251	0.0008251
56	55	66601.3	0.86238	0.67184	1.05168	0.75776	0.67996	0.75165	0.55664	0.88622	0.65807	1.05134	0.0008218	0.0008218	0.0008218
57	56	67812.1	0.86422	0.67377	1.05452	0.75597	0.68119	0.75113	0.5572	0.88592	0.65844	1.05141	0.0008185	0.0008185	0.0008185
58	57	69023.3	0.86095	0.66912	1.0496	0.76116	0.68014	0.75074	0.5581	0.88502	0.65844	1.05031	0.0008152	0.0008152	0.0008152
59	58	70233.2	0.85865	0.66823	1.05075	0.77086	0.67439	0.75079	0.55848	0.88532	0.65904	1.05048	0.0008119	0.0008119	0.0008119
60	59	71443.4	0.85689	0.6616	1.04504	0.76605	0.67181	0.75043	0.5578	0.88513	0.65965	1.05012	0.0008086	0.0008086	0.0008086
61	60	72653.5	0.85795	0.66168	1.04595	0.76947	0.67209	0.75166	0.55741	0.8847	0.66034	1.04949	0.0008053	0.0008053	0.0008053
62	61	73864.5	0.85672	0.66057	1.04478	0.7742	0.66643	0.75042	0.55645	0.88588	0.66176	1.04967	0.000802	0.000802	0.000802
63	62	75074.9	0.85593	0.65982	1.04392	0.75821	0.68037	0.7503	0.55621	0.88474	0.66219	1.0488	0.0007987	0.0007987	0.0007987
64	63	76285.4	0.85406	0.65689	1.04539	0.76942	0.66988	0.74948	0.55584	0.88397	0.66081	1.04806	0.0007954	0.0007954	0.0007954
65	64	77495.9	0.85283	0.65283	1.04132	0.76562	0.67586	0.74927	0.55538	0.88428	0.6595	1.04828	0.0007921	0.0007921	0.0007921
66	65	78706.3	0.85331	0.65549	1.04268	0.77189	0.66881	0.749	0.5559	0.88504	0.65795	1.04898	0.0007888	0.0007888	0.0007888
67	66	79916.8	0.85181	0.6535	1.04268	0.78362	0.65943	0.748	0.55658	0.88508	0.65798	1.0487	0.0007855	0.0007855	0.0007855
68	67	81126.9	0.85264	0.65308	1.04284	0.78844	0.65424	0.74864	0.55594	0.88607	0.6574	1.05003	0.0007822	0.0007822	0.0007822
69	68	82337.8	0.84906	0.64895	1.03985	0.78274	0.65483	0.74873	0.55573	0.88611	0.65579	1.04997	0.0007789	0.0007789	0.0007789
70	69	83547.9	0.84922	0.64789	1.03878	0.78557	0.65632	0.74839	0.55543	0.88631	0.65478	1.04974	0.0007756	0.0007756	0.0007756
71	70	84758	0.84793	0.64511	1.03873	0.79071	0.65474	0.74944	0.5559	0.8871	0.65449	1.05048	0.0007723	0.0007723	0.0007723
72	71	85968.3	0.84672	0.64492	1.04019	0.78804	0.65652	0.75034	0.55648	0.8873	0.65541	1.05106	0.000769	0.000769	0.000769
73	72	87179.2	0.84476	0.64351	1.03792	0.77847	0.66854	0.75029	0.55665	0.88789	0.65627	1.05094	0.0007657	0.0007657	0.0007657
74	73	88389.7	0.84464	0.64237	1.03724	0.77847	0.66462	0.75089	0.55685	0.88795	0.65656	1.05085	0.0007624	0.0007624	0.0007624
75	74	89599.8	0.84379	0.63877	1.035	0.78097	0.6665	0.75104	0.55678	0.88865	0.65718	1.05112	0.0007591	0.0007591	0.0007591
76	75	90810.1	0.84251	0.63592	1.03402	0.77879	0.67068	0.75178	0.55723	0.88943	0.65686	1.05237	0.0007558	0.0007558	0.0007558
77	76	92020.3	0.8406	0.63693	1.0333	0.78477	0.66817	0.75119	0.55778	0.88911	0.65728	1.05182	0.0007525	0.0007525	0.0007525
78	77	93230.3	0.84016	0.63763	1.03131	0.77849	0.67166	0.74961	0.55693	0.88874	0.65756	1.05089	0.0007492	0.0007492	0.0007492
79	78	94440.8	0.83834	0.63282	1.03352	0.77658	0.66702	0.74947	0.55609	0.88939	0.65681	1.05193	0.0007459	0.0007459	0.0007459
80	79	95650.4	0.83965	0.63259	1.03296	0.76483	0.67446	0.74878	0.55559	0.88897	0.65739	1.0515	0.0007426	0.0007426	0.0007426
81	80	96861.1	0.83776	0.63197	1.03153	0.76791	0.67557	0.74974	0.55744	0.88942	0.65712	1.05189	0.0007393	0.0007393	0.0007393
82	81	98071	0.83808	0.62934	1.03127	0.77543	0.66909	0.74876	0.55675	0.89092	0.65803	1.05278	0.000736	0.000736	0.000736
83	82	99281.2	0.8356	0.62767	1.02933	0.76295	0.67705	0.74881	0.55611	0.89067	0.65785	1.05234	0.0007327	0.0007327	0.0007327
84	83	100491	0.83636	0.62705	1.02787	0.76387	0.67536	0.74919	0.55588	0.89049	0.65771	1.0512	0.0007294	0.0007294	0.0007294
85	84	101702	0.83436	0.62315	1.02817	0.77337	0.6695	0.74976	0.55728	0.89045	0.65776	1.05145	0.0007261	0.0007261	0.0007261
86	85	102911	0.83495	0.62625	1.02993	0.76445	0.67239	0.74971	0.55698	0.88994	0.6582	1.05206	0.0007228	0.0007228	0.0007228
87	86	104121	0.83187	0.62416	1.02909	0.76142	0.67786	0.75036	0.55586	0.8914	0.659	1.05314	0.0007195	0.0007195	0.0007195
88	87	105330	0.83035	0.61933	1.02612	0.75112	0.68516	0.74852	0.55434	0.89238	0.65963	1.05316	0.0007162	0.0007162	0.0007162
89	88	106540	0.83004	0.61958	1.02573	0.74852	0.68552	0.74878	0.55448	0.89167	0.66021	1.05276	0.0007129	0.0007129	0.0007129
90	89	107750	0.82947	0.6179	1.02461	0.76123	0.67949	0.74907	0.55446	0.892	0.65969	1.05324	0.0007096	0.0007096	0.0007096
91	90	108959	0.83	0.61727	1.02388	0.75264	0.67981	0.74969	0.55546	0.89226	0.65823	1.05408	0.0007063	0.0007063	0.0007063