19_YOLOv5/runs/train/dduk_64_/results.csv

1	epoch	train/box_loss	train/obj_loss	train/cls_loss	metrics/precision	metrics/recall	metrics/mAP_0.5	metrics/mAP_0.5:0.95	val/box_loss	val/obj_loss	val/cls_loss	x/lr0	x/lr1	x/lr2
2	0	0.068575	0.039993	0	0.70102	0.58071	0.60196	0.2519	0.048167	0.021189	0	0.070096	0.0033226	0.0033226
3	1	0.048822	0.031577	0	0.83348	0.67616	0.75758	0.3812	0.038854	0.019978	0	0.040014	0.0065736	0.0065736
4	2	0.041754	0.02902	0	0.77593	0.62288	0.69313	0.32412	0.041876	0.02355	0	0.0098492	0.009742	0.009742
5	3	0.037026	0.02777	0	0.83418	0.71955	0.80302	0.42477	0.035953	0.01995	0	0.0096288	0.0096288	0.0096288
6	4	0.034654	0.02614	0	0.85591	0.7205	0.81403	0.45105	0.034349	0.019149	0	0.0096288	0.0096288	0.0096288
7	5	0.033087	0.02533	0	0.84811	0.7377	0.81351	0.45187	0.03501	0.019692	0	0.009505	0.009505	0.009505
8	6	0.031878	0.024502	0	0.84654	0.76661	0.83513	0.46097	0.035043	0.018774	0	0.0093813	0.0093813	0.0093813
9	7	0.03092	0.023962	0	0.85534	0.75749	0.83288	0.46915	0.034133	0.019144	0	0.0092575	0.0092575	0.0092575
10	8	0.03049	0.02335	0	0.85638	0.77501	0.84568	0.48421	0.033064	0.01893	0	0.0091337	0.0091337	0.0091337
11	9	0.029464	0.022836	0	0.87385	0.75689	0.83902	0.47473	0.033736	0.019446	0	0.00901	0.00901	0.00901
12	10	0.028927	0.022414	0	0.87058	0.76291	0.83836	0.46732	0.03437	0.019651	0	0.0088863	0.0088863	0.0088863
13	11	0.028566	0.022261	0	0.86504	0.77011	0.84318	0.47604	0.033465	0.019213	0	0.0087625	0.0087625	0.0087625
14	12	0.027956	0.021923	0	0.85476	0.77168	0.84491	0.48466	0.032688	0.01882	0	0.0086388	0.0086388	0.0086388
15	13	0.02772	0.02173	0	0.86119	0.79026	0.85609	0.4882	0.033376	0.019337	0	0.008515	0.008515	0.008515
16	14	0.027131	0.021128	0	0.87567	0.78199	0.85549	0.49365	0.03306	0.01928	0	0.0083913	0.0083913	0.0083913
17	15	0.026691	0.021199	0	0.87045	0.78705	0.85453	0.48935	0.032743	0.019439	0	0.0082675	0.0082675	0.0082675
18	16	0.026246	0.020844	0	0.86617	0.79394	0.85683	0.50459	0.032289	0.019477	0	0.0081437	0.0081437	0.0081437
19	17	0.026001	0.020515	0	0.87474	0.79456	0.8614	0.50697	0.032548	0.019612	0	0.00802	0.00802	0.00802
20	18	0.025843	0.020263	0	0.87164	0.78985	0.85977	0.49572	0.03286	0.019747	0	0.0078963	0.0078963	0.0078963
21	19	0.025307	0.019814	0	0.88386	0.78371	0.8613	0.50808	0.032641	0.020164	0	0.0077725	0.0077725	0.0077725
22	20	0.02506	0.019861	0	0.87474	0.79407	0.86474	0.51026	0.032239	0.019819	0	0.0076488	0.0076488	0.0076488
23	21	0.024831	0.019605	0	0.88838	0.79337	0.86771	0.52199	0.032118	0.020042	0	0.007525	0.007525	0.007525
24	22	0.02415	0.019298	0	0.87602	0.79356	0.8673	0.51608	0.031688	0.020088	0	0.0074013	0.0074013	0.0074013
25	23	0.024106	0.019282	0	0.8797	0.7958	0.864	0.51646	0.032165	0.02007	0	0.0072775	0.0072775	0.0072775
26	24	0.023864	0.019081	0	0.88117	0.79456	0.86429	0.51661	0.031982	0.02004	0	0.0071538	0.0071538	0.0071538
27	25	0.023603	0.018897	0	0.88311	0.80146	0.8721	0.52056	0.031827	0.019855	0	0.00703	0.00703	0.00703
28	26	0.023432	0.018633	0	0.88739	0.80151	0.87221	0.52409	0.031854	0.02001	0	0.0069063	0.0069063	0.0069063
29	27	0.023217	0.018547	0	0.87712	0.80711	0.87094	0.51917	0.03161	0.020015	0	0.0067825	0.0067825	0.0067825
30	28	0.022933	0.018421	0	0.8834	0.80401	0.87038	0.52186	0.031668	0.020249	0	0.0066587	0.0066587	0.0066587
31	29	0.022767	0.018128	0	0.88202	0.80417	0.87323	0.52412	0.031704	0.020196	0	0.006535	0.006535	0.006535
32	30	0.022603	0.018222	0	0.8803	0.81024	0.87504	0.5244	0.031576	0.020058	0	0.0064112	0.0064112	0.0064112
33	31	0.022335	0.01796	0	0.88668	0.80744	0.87393	0.52537	0.03154	0.020176	0	0.0062875	0.0062875	0.0062875
34	32	0.022157	0.017577	0	0.87766	0.81433	0.87665	0.52844	0.031462	0.020093	0	0.0061637	0.0061637	0.0061637
35	33	0.022158	0.017984	0	0.88273	0.81092	0.87597	0.5282	0.031602	0.020117	0	0.00604	0.00604	0.00604
36	34	0.021801	0.017571	0	0.88569	0.81222	0.87736	0.5294	0.031389	0.020136	0	0.0059163	0.0059163	0.0059163
37	35	0.021742	0.017489	0	0.88152	0.81317	0.87553	0.52937	0.031372	0.020244	0	0.0057925	0.0057925	0.0057925
38	36	0.02136	0.017304	0	0.88046	0.81354	0.87724	0.53145	0.031391	0.020415	0	0.0056688	0.0056688	0.0056688
39	37	0.02128	0.017268	0	0.88673	0.80465	0.87544	0.53091	0.031355	0.020477	0	0.005545	0.005545	0.005545
40	38	0.021174	0.017063	0	0.88437	0.81057	0.87682	0.5323	0.031347	0.020434	0	0.0054212	0.0054212	0.0054212
41	39	0.020998	0.017043	0	0.88227	0.81226	0.87718	0.53318	0.03129	0.020569	0	0.0052975	0.0052975	0.0052975
42	40	0.020624	0.016898	0	0.88607	0.8081	0.87692	0.53286	0.031339	0.020679	0	0.0051737	0.0051737	0.0051737
43	41	0.020378	0.016884	0	0.88768	0.80611	0.87717	0.53119	0.031375	0.020792	0	0.00505	0.00505	0.00505
44	42	0.020381	0.016592	0	0.89306	0.80343	0.8783	0.53234	0.031363	0.02084	0	0.0049263	0.0049263	0.0049263
45	43	0.020335	0.016549	0	0.88844	0.80837	0.87809	0.53205	0.031374	0.020924	0	0.0048025	0.0048025	0.0048025
46	44	0.020108	0.016316	0	0.8913	0.80487	0.8776	0.53242	0.031375	0.020934	0	0.0046788	0.0046788	0.0046788
47	45	0.02003	0.016276	0	0.89132	0.80413	0.878	0.53282	0.031365	0.020963	0	0.004555	0.004555	0.004555
48	46	0.019874	0.016299	0	0.88557	0.81015	0.8783	0.53268	0.03137	0.020986	0	0.0044313	0.0044313	0.0044313
49	47	0.01969	0.016077	0	0.88787	0.8097	0.87899	0.53284	0.03139	0.021027	0	0.0043075	0.0043075	0.0043075
50	48	0.019512	0.01584	0	0.89094	0.80554	0.87841	0.53325	0.031389	0.021069	0	0.0041837	0.0041837	0.0041837
51	49	0.019293	0.015728	0	0.88709	0.80849	0.87744	0.53346	0.031429	0.021154	0	0.00406	0.00406	0.00406
52	50	0.019171	0.015679	0	0.88995	0.80719	0.87729	0.53325	0.031456	0.021215	0	0.0039362	0.0039362	0.0039362
53	51	0.019024	0.015475	0	0.89143	0.80661	0.87714	0.53327	0.031476	0.021269	0	0.0038125	0.0038125	0.0038125
54	52	0.018813	0.015559	0	0.88925	0.80781	0.87713	0.53341	0.031494	0.02133	0	0.0036888	0.0036888	0.0036888
55	53	0.018791	0.01535	0	0.88636	0.80941	0.87642	0.53308	0.031497	0.021387	0	0.003565	0.003565	0.003565
56	54	0.018395	0.015212	0	0.88604	0.80875	0.8765	0.53323	0.031505	0.021436	0	0.0034413	0.0034413	0.0034413
57	55	0.01827	0.015173	0	0.88587	0.80929	0.8763	0.53306	0.031523	0.021478	0	0.0033175	0.0033175	0.0033175
58	56	0.018246	0.01505	0	0.88589	0.81012	0.8765	0.53302	0.031537	0.021523	0	0.0031938	0.0031938	0.0031938
59	57	0.018001	0.014984	0	0.88608	0.80871	0.87654	0.5334	0.031544	0.021566	0	0.00307	0.00307	0.00307
60	58	0.018037	0.014958	0	0.88544	0.81036	0.87661	0.53368	0.031552	0.021599	0	0.0029462	0.0029462	0.0029462
61	59	0.017653	0.014732	0	0.88683	0.80966	0.87681	0.53396	0.031549	0.021615	0	0.0028225	0.0028225	0.0028225
62	60	0.017459	0.014548	0	0.88572	0.81099	0.87699	0.53399	0.031545	0.021636	0	0.0026987	0.0026987	0.0026987
63	61	0.017415	0.014624	0	0.88578	0.81053	0.87694	0.53403	0.031543	0.02166	0	0.002575	0.002575	0.002575
64	62	0.017236	0.014451	0	0.88657	0.80978	0.87747	0.53419	0.031548	0.021698	0	0.0024513	0.0024513	0.0024513
65	63	0.017191	0.014502	0	0.88732	0.80892	0.87762	0.53438	0.031552	0.021729	0	0.0023275	0.0023275	0.0023275
66	64	0.016974	0.014294	0	0.88805	0.80847	0.87764	0.53452	0.031555	0.021756	0	0.0022038	0.0022038	0.0022038
67	65	0.016788	0.013915	0	0.88913	0.80807	0.87792	0.53485	0.031548	0.021785	0	0.00208	0.00208	0.00208
68	66	0.016679	0.01386	0	0.88905	0.80803	0.87765	0.53479	0.031551	0.021811	0	0.0019563	0.0019563	0.0019563
69	67	0.016605	0.013816	0	0.88992	0.80731	0.87777	0.53476	0.031557	0.021847	0	0.0018325	0.0018325	0.0018325
70	68	0.016214	0.013727	0	0.88843	0.80795	0.87763	0.53457	0.031563	0.021884	0	0.0017087	0.0017087	0.0017087
71	69	0.016106	0.013615	0	0.88919	0.80735	0.87764	0.5346	0.031561	0.021921	0	0.001585	0.001585	0.001585
72	70	0.015987	0.013433	0	0.88973	0.80715	0.87771	0.53469	0.031556	0.021959	0	0.0014612	0.0014612	0.0014612
73	71	0.015746	0.013259	0	0.8901	0.80669	0.8774	0.53483	0.031556	0.022001	0	0.0013375	0.0013375	0.0013375
74	72	0.015789	0.013187	0	0.89103	0.80638	0.87737	0.53488	0.031557	0.022042	0	0.0012138	0.0012138	0.0012138
75	73	0.015496	0.01303	0	0.89132	0.80539	0.87721	0.53508	0.031558	0.022081	0	0.00109	0.00109	0.00109
76	74	0.015368	0.013018	0	0.89201	0.80499	0.8773	0.53511	0.03156	0.022124	0	0.00096625	0.00096625	0.00096625
77	75	0.015092	0.012764	0	0.89222	0.80474	0.8773	0.53525	0.031563	0.022172	0	0.0008425	0.0008425	0.0008425
78	76	0.01509	0.012924	0	0.89226	0.80413	0.87739	0.53531	0.031568	0.022219	0	0.00071875	0.00071875	0.00071875
79	77	0.014831	0.012636	0	0.89273	0.80397	0.87737	0.53538	0.03157	0.022265	0	0.000595	0.000595	0.000595
80	78	0.014895	0.012536	0	0.89438	0.80224	0.87733	0.53539	0.031574	0.022315	0	0.00047125	0.00047125	0.00047125
81	79	0.014628	0.012369	0	0.89464	0.80228	0.87723	0.53528	0.031579	0.022367	0	0.0003475	0.0003475	0.0003475