services/YOLO/Dockerfiles/app/app/runs/train/exp4/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	0.060028	0.18939	0.20432	0.17733	0.3542	0.24908	0.15268	0.021333	0.10431	0.10268	0.00281	0.00281	0.07471
3	1	0.048012	0.14768	0.13714	0.34206	0.51879	0.38855	0.27434	0.026455	0.13599	0.083489	0.005628	0.005628	0.049328
4	2	0.041652	0.13304	0.12576	0.29932	0.65594	0.44656	0.3514	0.016939	0.097831	0.080304	0.0084383	0.0084383	0.023938
5	3	0.037267	0.1281	0.11712	0.49592	0.644	0.55089	0.42756	0.020072	0.12003	0.073426	0.0099688	0.0099688	0.0099688
6	4	0.028713	0.10617	0.10759	0.61629	0.66551	0.62242	0.56903	0.012164	0.10165	0.063587	0.0099688	0.0099688	0.0099688
7	5	0.024563	0.098567	0.10036	0.56117	0.75681	0.67064	0.6026	0.0097512	0.11527	0.059762	0.0099446	0.0099446	0.0099446
8	6	0.02284	0.094089	0.094339	0.63613	0.73912	0.70451	0.64815	0.0070189	0.10818	0.055265	0.0099135	0.0099135	0.0099135
9	7	0.021314	0.088507	0.089194	0.69683	0.74388	0.73885	0.6493	0.0098615	0.10838	0.050677	0.0098757	0.0098757	0.0098757
10	8	0.019678	0.086556	0.083849	0.70969	0.76682	0.76765	0.71155	0.0070399	0.11576	0.047206	0.009831	0.009831	0.009831
11	9	0.019406	0.084509	0.079652	0.7008	0.81216	0.79819	0.73452	0.0072513	0.097925	0.042999	0.0097798	0.0097798	0.0097798
12	10	0.018445	0.082046	0.075849	0.77054	0.78609	0.81162	0.78112	0.0055103	0.092588	0.04117	0.0097219	0.0097219	0.0097219
13	11	0.018182	0.080575	0.072293	0.81528	0.77787	0.82826	0.77546	0.007442	0.13203	0.037746	0.0096575	0.0096575	0.0096575
14	12	0.017581	0.078927	0.068493	0.82353	0.80714	0.85001	0.8226	0.0057153	0.14466	0.033881	0.0095866	0.0095866	0.0095866
15	13	0.017235	0.078458	0.06494	0.8442	0.81413	0.86106	0.82781	0.0055589	0.091312	0.031522	0.0095095	0.0095095	0.0095095
16	14	0.016603	0.075675	0.062034	0.83158	0.82833	0.87324	0.85286	0.0045798	0.091002	0.029548	0.0094262	0.0094262	0.0094262
17	15	0.016193	0.073137	0.05931	0.84776	0.8297	0.87683	0.85069	0.0059245	0.15212	0.030109	0.0093369	0.0093369	0.0093369
18	16	0.016289	0.074022	0.056488	0.87896	0.83706	0.8922	0.87189	0.0047799	0.1111	0.024614	0.0092416	0.0092416	0.0092416
19	17	0.016213	0.074175	0.0536	0.89523	0.85875	0.90739	0.88829	0.0047684	0.1636	0.021766	0.0091406	0.0091406	0.0091406
20	18	0.015994	0.073075	0.051296	0.89899	0.88006	0.9185	0.89729	0.0051399	0.11351	0.020333	0.0090339	0.0090339	0.0090339
21	19	0.015539	0.072122	0.04859	0.91637	0.89121	0.92732	0.91426	0.004324	0.11774	0.017932	0.0089218	0.0089218	0.0089218
22	20	0.015536	0.072856	0.046318	0.91599	0.88663	0.93193	0.91514	0.0046578	0.1193	0.017954	0.0088045	0.0088045	0.0088045
23	21	0.015612	0.072169	0.044366	0.93637	0.90603	0.9416	0.91494	0.0062381	0.12044	0.015498	0.008682	0.008682	0.008682
24	22	0.015303	0.070375	0.043105	0.95556	0.91704	0.95071	0.93927	0.0039857	0.10794	0.01342	0.0085546	0.0085546	0.0085546
25	23	0.014726	0.068853	0.040987	0.96392	0.93153	0.9579	0.93461	0.0041884	0.091477	0.012643	0.0084225	0.0084225	0.0084225
26	24	0.014945	0.070253	0.038727	0.95587	0.93527	0.96295	0.95236	0.0042759	0.13092	0.012382	0.0082859	0.0082859	0.0082859
27	25	0.014696	0.068434	0.037486	0.96935	0.95007	0.97153	0.95389	0.0044857	0.11283	0.010294	0.008145	0.008145	0.008145
28	26	0.014252	0.067107	0.036114	0.96936	0.94726	0.97667	0.9688	0.0037431	0.12553	0.011017	0.0080001	0.0080001	0.0080001
29	27	0.014052	0.066555	0.034159	0.97765	0.96383	0.98286	0.97814	0.0036525	0.11152	0.0087619	0.0078512	0.0078512	0.0078512
30	28	0.01394	0.066224	0.032644	0.98913	0.97327	0.98819	0.98414	0.0039628	0.11264	0.0071085	0.0076988	0.0076988	0.0076988
31	29	0.013832	0.066443	0.031171	0.98964	0.97712	0.98989	0.97954	0.0038322	0.11684	0.0064291	0.007543	0.007543	0.007543
32	30	0.013487	0.064341	0.030349	0.99156	0.98076	0.9914	0.98269	0.0037552	0.12167	0.0062145	0.007384	0.007384	0.007384
33	31	0.013195	0.063776	0.029138	0.99143	0.98404	0.99193	0.98045	0.0039544	0.097574	0.0051249	0.0072221	0.0072221	0.0072221
34	32	0.012892	0.062385	0.028499	0.99288	0.98976	0.99222	0.99046	0.003066	0.08812	0.0046797	0.0070575	0.0070575	0.0070575
35	33	0.012635	0.061329	0.028279	0.99499	0.99127	0.99258	0.9894	0.0033387	0.12163	0.0040848	0.0068906	0.0068906	0.0068906
36	34	0.012272	0.06032	0.027616	0.99568	0.99016	0.99302	0.99116	0.0037087	0.092239	0.0040147	0.0067215	0.0067215	0.0067215
37	35	0.012019	0.058966	0.026334	0.99553	0.98944	0.99308	0.99151	0.0035395	0.17637	0.0038871	0.0065505	0.0065505	0.0065505
38	36	0.011907	0.059106	0.025956	0.99641	0.99357	0.99315	0.99041	0.0030736	0.1371	0.003463	0.0063779	0.0063779	0.0063779
39	37	0.011813	0.059236	0.025	0.99752	0.99352	0.9939	0.99272	0.0030669	0.10141	0.0030159	0.006204	0.006204	0.006204
40	38	0.011115	0.055365	0.025688	0.99776	0.99324	0.99393	0.99234	0.0034838	0.10795	0.0029546	0.0060289	0.0060289	0.0060289
41	39	0.011267	0.056468	0.024179	0.99716	0.99419	0.99398	0.99318	0.0034155	0.12206	0.0027816	0.0058531	0.0058531	0.0058531
42	40	0.01077	0.054806	0.024298	0.99811	0.99482	0.99411	0.99356	0.0026944	0.11344	0.0027397	0.0056767	0.0056767	0.0056767
43	41	0.010766	0.055974	0.023333	0.99661	0.99509	0.99397	0.993	0.0026379	0.12562	0.0027242	0.0055	0.0055	0.0055
44	42	0.010578	0.053823	0.023368	0.99847	0.9958	0.99418	0.99386	0.0025738	0.12169	0.0023993	0.0053233	0.0053233	0.0053233
45	43	0.01026	0.052944	0.022159	0.99882	0.99598	0.99407	0.99377	0.00256	0.10306	0.0022332	0.0051469	0.0051469	0.0051469
46	44	0.010083	0.052823	0.022591	0.99882	0.99632	0.9941	0.99356	0.0028451	0.089562	0.0020646	0.0049711	0.0049711	0.0049711
47	45	0.0098328	0.052078	0.022497	0.99881	0.99573	0.99414	0.99387	0.0025869	0.15103	0.0021402	0.004796	0.004796	0.004796
48	46	0.0095647	0.050912	0.021778	0.99885	0.99652	0.99426	0.99418	0.0022921	0.090401	0.0021215	0.0046221	0.0046221	0.0046221
49	47	0.0093429	0.050086	0.020878	0.99912	0.99638	0.99429	0.9941	0.0024181	0.12069	0.0019284	0.0044495	0.0044495	0.0044495
50	48	0.0090426	0.048795	0.021179	0.9993	0.9971	0.99425	0.99417	0.0021791	0.0966	0.0017149	0.0042785	0.0042785	0.0042785
51	49	0.0089212	0.048253	0.021225	0.99918	0.99625	0.99432	0.99427	0.0020464	0.098873	0.001885	0.0041094	0.0041094	0.0041094
52	50	0.0087088	0.047438	0.020598	0.99922	0.99729	0.99431	0.99421	0.002028	0.090456	0.0016662	0.0039425	0.0039425	0.0039425
53	51	0.008555	0.046157	0.019874	0.99908	0.99738	0.99434	0.9942	0.0020569	0.095407	0.0017052	0.0037779	0.0037779	0.0037779
54	52	0.0083689	0.046271	0.020138	0.9985	0.99769	0.99431	0.99427	0.0021266	0.11316	0.0016504	0.003616	0.003616	0.003616
55	53	0.0081731	0.044677	0.019979	0.99914	0.99768	0.99446	0.99439	0.0019569	0.14517	0.0016082	0.003457	0.003457	0.003457
56	54	0.0079198	0.044453	0.019522	0.99955	0.99781	0.99454	0.99452	0.0018327	0.08674	0.0014471	0.0033012	0.0033012	0.0033012
57	55	0.0077714	0.044056	0.019094	0.99919	0.9979	0.99459	0.99456	0.0020844	0.14552	0.0014388	0.0031488	0.0031488	0.0031488
58	56	0.0075656	0.042411	0.019488	0.99912	0.99793	0.99448	0.99446	0.0019445	0.17882	0.0014273	0.0029999	0.0029999	0.0029999
59	57	0.0074034	0.042301	0.01905	0.99937	0.99772	0.99455	0.99451	0.0018927	0.1284	0.0013863	0.002855	0.002855	0.002855
60	58	0.0071178	0.041179	0.018635	0.99954	0.99724	0.99461	0.99457	0.0018145	0.089263	0.0013358	0.0027141	0.0027141	0.0027141
61	59	0.0072435	0.04151	0.018439	0.99939	0.99786	0.99468	0.99465	0.001835	0.15408	0.0012885	0.0025775	0.0025775	0.0025775
62	60	0.0069094	0.03993	0.018153	0.99951	0.99764	0.99472	0.99471	0.0017935	0.16374	0.0011827	0.0024454	0.0024454	0.0024454
63	61	0.0067985	0.039141	0.018075	0.99947	0.99791	0.99474	0.99472	0.0016394	0.095257	0.0011591	0.002318	0.002318	0.002318
64	62	0.0066343	0.039043	0.018033	0.9997	0.99827	0.99475	0.99473	0.0016512	0.087914	0.0011372	0.0021955	0.0021955	0.0021955
65	63	0.0063711	0.037473	0.018148	0.99963	0.99819	0.99469	0.99464	0.0016806	0.094788	0.0011155	0.0020782	0.0020782	0.0020782
66	64	0.0062685	0.037319	0.017458	0.99949	0.99844	0.99484	0.99482	0.0015812	0.11312	0.00098855	0.0019661	0.0019661	0.0019661
67	65	0.0061204	0.036253	0.017511	0.99947	0.99861	0.99487	0.99486	0.0015678	0.10956	0.00098042	0.0018594	0.0018594	0.0018594
68	66	0.005983	0.035357	0.017389	0.99918	0.99873	0.99487	0.99486	0.0016418	0.11839	0.00091348	0.0017584	0.0017584	0.0017584