hertz_django/static/models/yolov12/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	20.0086	1.08731	3.29955	1.64504	0.48095	0.36519	0.39922	0.21803	1.4547	2.91476	2.19748	0.0701807	0.00331325	0.00331325
3	2	37.4561	1.10527	2.42227	1.62543	0.45751	0.44294	0.42037	0.22736	1.58274	2.95344	2.38848	0.0401149	0.00658079	0.00658079
4	3	53.5831	1.18287	2.1408	1.65928	0.44406	0.5402	0.53045	0.267	1.44637	3.10211	2.38715	0.00998312	0.00978232	0.00978232
5	4	69.7641	1.2564	2.15102	1.71232	0.42506	0.47244	0.42852	0.22216	1.46367	2.98094	2.31821	0.009703	0.009703	0.009703
6	5	85.9353	1.23832	2.04544	1.69687	0.56321	0.63046	0.57009	0.29777	1.53055	1.90867	2.26696	0.009604	0.009604	0.009604
7	6	101.832	1.19918	1.92689	1.67477	0.70549	0.61898	0.69763	0.38758	1.43295	1.68339	2.16059	0.009505	0.009505	0.009505
8	7	117.773	1.22633	1.84729	1.6803	0.553	0.67332	0.66166	0.34056	1.58437	1.59916	2.26187	0.009406	0.009406	0.009406
9	8	133.716	1.15681	1.7694	1.62475	0.65653	0.68416	0.68772	0.355	1.49044	1.58497	2.2459	0.009307	0.009307	0.009307
10	9	149.682	1.1569	1.69483	1.62545	0.7688	0.67236	0.77061	0.45366	1.32424	1.32885	1.98086	0.009208	0.009208	0.009208
11	10	165.68	1.15321	1.61623	1.61874	0.69611	0.75215	0.75817	0.4151	1.43079	1.33073	2.13068	0.009109	0.009109	0.009109
12	11	181.822	1.14882	1.53541	1.59886	0.75853	0.7246	0.78361	0.48015	1.24253	1.28601	1.92595	0.00901	0.00901	0.00901
13	12	197.889	1.13351	1.49226	1.60018	0.71891	0.78305	0.78574	0.46692	1.30974	1.17806	1.93744	0.008911	0.008911	0.008911
14	13	213.936	1.12	1.44936	1.57138	0.76987	0.77484	0.83633	0.49014	1.30538	1.10903	1.96262	0.008812	0.008812	0.008812
15	14	229.905	1.09812	1.40376	1.56604	0.85048	0.82277	0.86213	0.53598	1.24135	1.00046	1.90721	0.008713	0.008713	0.008713
16	15	245.888	1.0883	1.36922	1.55153	0.81135	0.79338	0.86585	0.49846	1.27613	1.06052	1.92691	0.008614	0.008614	0.008614
17	16	261.957	1.07151	1.3544	1.54787	0.79833	0.82635	0.87057	0.53621	1.21024	1.04704	1.82224	0.008515	0.008515	0.008515
18	17	277.964	1.05532	1.29671	1.52115	0.82433	0.84293	0.87414	0.55596	1.19172	0.93791	1.79585	0.008416	0.008416	0.008416
19	18	293.854	1.06292	1.25445	1.51939	0.80981	0.80042	0.85706	0.53513	1.20435	0.9763	1.85792	0.008317	0.008317	0.008317
20	19	309.903	1.04243	1.26345	1.51501	0.82473	0.78456	0.85556	0.52423	1.26536	1.09649	1.85899	0.008218	0.008218	0.008218
21	20	325.895	1.02684	1.22845	1.49715	0.78029	0.8402	0.87547	0.56629	1.21743	0.93182	1.78994	0.008119	0.008119	0.008119
22	21	341.856	1.00893	1.21206	1.49205	0.8397	0.81854	0.88349	0.57237	1.16211	0.90322	1.72301	0.00802	0.00802	0.00802
23	22	357.71	1.04323	1.16636	1.51546	0.82415	0.80944	0.85666	0.56374	1.12557	0.88955	1.72481	0.007921	0.007921	0.007921
24	23	373.601	1.01213	1.16652	1.48291	0.89755	0.84814	0.92614	0.61678	1.0727	0.82181	1.66517	0.007822	0.007822	0.007822
25	24	389.775	1.01485	1.1677	1.49783	0.82869	0.82688	0.89032	0.57284	1.15754	0.86914	1.75619	0.007723	0.007723	0.007723
26	25	405.662	1.0297	1.14486	1.4959	0.85883	0.86808	0.90549	0.58164	1.18685	0.90579	1.7652	0.007624	0.007624	0.007624
27	26	421.518	1.00351	1.12364	1.48466	0.91116	0.86016	0.90481	0.59292	1.16494	0.82749	1.7473	0.007525	0.007525	0.007525
28	27	437.468	0.99466	1.10594	1.48	0.88077	0.87488	0.91148	0.59708	1.12196	0.86732	1.66219	0.007426	0.007426	0.007426
29	28	453.355	0.97246	1.09983	1.45414	0.8509	0.88423	0.92609	0.59958	1.08857	0.82737	1.66404	0.007327	0.007327	0.007327
30	29	469.354	0.959	1.03722	1.43833	0.87257	0.89723	0.9292	0.63013	1.05661	0.79721	1.65584	0.007228	0.007228	0.007228
31	30	485.279	0.94641	1.0268	1.43645	0.87653	0.87173	0.92362	0.6152	1.09542	0.75908	1.668	0.007129	0.007129	0.007129
32	31	501.258	0.96459	1.0295	1.4477	0.85852	0.85356	0.91341	0.60373	1.10817	0.84379	1.65368	0.00703	0.00703	0.00703
33	32	517.168	0.9447	1.04712	1.43485	0.89923	0.89345	0.93876	0.62992	1.08927	0.72365	1.6683	0.006931	0.006931	0.006931
34	33	533.108	0.96199	1.00588	1.44815	0.87076	0.88306	0.91325	0.6119	1.10563	0.7969	1.66875	0.006832	0.006832	0.006832
35	34	549.012	0.93536	0.99021	1.42286	0.8548	0.89202	0.91598	0.59513	1.07788	0.79095	1.64711	0.006733	0.006733	0.006733
36	35	564.887	0.94238	1.03363	1.43755	0.89576	0.89663	0.94787	0.63072	1.08729	0.71356	1.64567	0.006634	0.006634	0.006634
37	36	580.805	0.94078	0.96053	1.41823	0.89222	0.9035	0.93538	0.64363	1.04054	0.67852	1.59891	0.006535	0.006535	0.006535
38	37	596.784	0.94003	0.94652	1.42158	0.88453	0.88348	0.94349	0.64272	1.06216	0.73028	1.60311	0.006436	0.006436	0.006436
39	38	612.423	0.92788	0.95855	1.42125	0.88936	0.91974	0.93403	0.6147	1.08269	0.72013	1.61904	0.006337	0.006337	0.006337
40	39	628.076	0.9224	0.94874	1.40102	0.89073	0.9069	0.92887	0.63473	1.0353	0.69181	1.58564	0.006238	0.006238	0.006238
41	40	643.77	0.89775	0.94759	1.39744	0.90121	0.88407	0.9443	0.65067	1.0286	0.7247	1.55336	0.006139	0.006139	0.006139
42	41	659.544	0.92422	0.92201	1.4103	0.91164	0.92449	0.95193	0.65305	1.02727	0.65603	1.55055	0.00604	0.00604	0.00604
43	42	675.22	0.90217	0.95037	1.40697	0.90345	0.88679	0.93082	0.63708	1.03697	0.69057	1.54943	0.005941	0.005941	0.005941
44	43	690.878	0.87991	0.89616	1.37762	0.92201	0.88928	0.95304	0.65937	0.96974	0.67072	1.51294	0.005842	0.005842	0.005842
45	44	706.637	0.88529	0.89891	1.38099	0.90464	0.91058	0.95737	0.64397	1.03433	0.65809	1.55709	0.005743	0.005743	0.005743
46	45	722.328	0.89267	0.88466	1.38184	0.89532	0.90185	0.93743	0.63438	1.02933	0.6711	1.56103	0.005644	0.005644	0.005644
47	46	738.079	0.87848	0.87502	1.38415	0.90984	0.90932	0.94224	0.65532	0.99621	0.65005	1.54755	0.005545	0.005545	0.005545
48	47	753.783	0.86936	0.86761	1.36124	0.90837	0.92106	0.95072	0.6533	1.00146	0.64086	1.54653	0.005446	0.005446	0.005446
49	48	769.457	0.88033	0.8537	1.37431	0.90748	0.90495	0.958	0.66689	1.02737	0.63689	1.55787	0.005347	0.005347	0.005347
50	49	785.148	0.86988	0.85134	1.36982	0.88654	0.91463	0.94567	0.65455	1.01259	0.64571	1.54479	0.005248	0.005248	0.005248
51	50	800.893	0.88317	0.8575	1.37127	0.91587	0.90751	0.94408	0.63446	1.02748	0.6757	1.5421	0.005149	0.005149	0.005149
52	51	816.553	0.87948	0.87439	1.37605	0.93772	0.92013	0.95022	0.65743	1.00579	0.63395	1.53519	0.00505	0.00505	0.00505
53	52	832.289	0.86492	0.83698	1.36435	0.92391	0.90861	0.95711	0.65756	1.04998	0.6317	1.57745	0.004951	0.004951	0.004951
54	53	848.093	0.85355	0.82554	1.35923	0.91881	0.94257	0.95839	0.66649	1.01111	0.61029	1.52965	0.004852	0.004852	0.004852
55	54	863.775	0.8535	0.83035	1.3572	0.91154	0.9155	0.94293	0.64606	1.02703	0.63016	1.54362	0.004753	0.004753	0.004753
56	55	879.543	0.85986	0.83531	1.35698	0.90236	0.93667	0.96041	0.67001	1.0152	0.63869	1.54171	0.004654	0.004654	0.004654
57	56	895.268	0.84045	0.79273	1.34856	0.89532	0.92493	0.95921	0.67304	1.00989	0.64012	1.54289	0.004555	0.004555	0.004555
58	57	911.011	0.82598	0.8	1.33521	0.91024	0.90031	0.96198	0.68098	0.98671	0.63172	1.52354	0.004456	0.004456	0.004456
59	58	926.714	0.84181	0.77648	1.34796	0.91338	0.93502	0.95999	0.67984	0.98774	0.59608	1.49965	0.004357	0.004357	0.004357
60	59	942.543	0.83298	0.78212	1.3426	0.94031	0.94731	0.96849	0.67095	1.00989	0.58775	1.52084	0.004258	0.004258	0.004258
61	60	958.212	0.83207	0.78794	1.33592	0.93456	0.93818	0.95865	0.67999	0.99628	0.58504	1.52259	0.004159	0.004159	0.004159
62	61	973.921	0.82934	0.76291	1.33786	0.94081	0.91384	0.94778	0.65941	1.01695	0.5969	1.526	0.00406	0.00406	0.00406
63	62	989.588	0.82385	0.76501	1.31992	0.93582	0.92592	0.95652	0.67726	0.99442	0.5805	1.52139	0.003961	0.003961	0.003961
64	63	1005.27	0.82826	0.74738	1.33216	0.92745	0.93277	0.95931	0.66606	0.98922	0.59454	1.50615	0.003862	0.003862	0.003862
65	64	1021.05	0.80678	0.72549	1.32648	0.91708	0.9377	0.95986	0.66584	0.99548	0.59683	1.52291	0.003763	0.003763	0.003763
66	65	1036.89	0.81482	0.72911	1.32164	0.93121	0.93781	0.95586	0.67407	1.0136	0.57583	1.54121	0.003664	0.003664	0.003664
67	66	1052.64	0.79386	0.71331	1.30697	0.93732	0.93754	0.96547	0.68623	0.97395	0.56161	1.49551	0.003565	0.003565	0.003565
68	67	1068.43	0.79758	0.71484	1.31935	0.91717	0.93342	0.96536	0.68752	0.97895	0.57296	1.50173	0.003466	0.003466	0.003466
69	68	1084.23	0.79346	0.71871	1.31773	0.91666	0.95392	0.95066	0.6665	1.01352	0.57563	1.53215	0.003367	0.003367	0.003367
70	69	1100	0.78618	0.71187	1.31807	0.94808	0.945	0.97505	0.69891	0.96108	0.54733	1.46854	0.003268	0.003268	0.003268
71	70	1115.68	0.79627	0.69645	1.30445	0.92507	0.96131	0.96442	0.69506	0.97216	0.55866	1.48312	0.003169	0.003169	0.003169
72	71	1131.46	0.76443	0.70608	1.29604	0.94985	0.9588	0.97657	0.70639	0.96117	0.54299	1.46808	0.00307	0.00307	0.00307
73	72	1147.25	0.78344	0.68905	1.30023	0.95568	0.95506	0.97787	0.69443	0.97204	0.53025	1.47856	0.002971	0.002971	0.002971
74	73	1163	0.76713	0.68651	1.28648	0.94512	0.93645	0.96365	0.6831	0.99244	0.54819	1.50867	0.002872	0.002872	0.002872
75	74	1178.73	0.78028	0.69619	1.30254	0.95322	0.94042	0.96886	0.68547	0.96242	0.55545	1.49758	0.002773	0.002773	0.002773
76	75	1194.43	0.77224	0.69314	1.29348	0.95179	0.93399	0.97174	0.69176	0.96883	0.55448	1.48271	0.002674	0.002674	0.002674
77	76	1210.25	0.75916	0.67695	1.2806	0.94949	0.94603	0.97058	0.70176	0.95191	0.54891	1.47248	0.002575	0.002575	0.002575
78	77	1225.98	0.74762	0.66489	1.28089	0.94943	0.94766	0.97236	0.69255	0.98364	0.55388	1.48251	0.002476	0.002476	0.002476
79	78	1241.66	0.77711	0.67409	1.2883	0.93344	0.95383	0.96868	0.67911	0.97057	0.54697	1.48187	0.002377	0.002377	0.002377
80	79	1257.35	0.74631	0.66574	1.27737	0.95085	0.94672	0.97652	0.69682	0.95676	0.54795	1.46933	0.002278	0.002278	0.002278
81	80	1273.15	0.75217	0.6506	1.28044	0.93861	0.96425	0.97701	0.6801	0.99862	0.53986	1.50843	0.002179	0.002179	0.002179
82	81	1288.83	0.74646	0.64203	1.28248	0.94694	0.95524	0.97378	0.69948	0.9393	0.53228	1.45059	0.00208	0.00208	0.00208
83	82	1304.49	0.76051	0.64159	1.29044	0.94279	0.96615	0.97642	0.71067	0.94991	0.52283	1.45191	0.001981	0.001981	0.001981
84	83	1320.18	0.74572	0.65008	1.26769	0.9648	0.95015	0.97473	0.69887	0.96052	0.53792	1.47686	0.001882	0.001882	0.001882
85	84	1335.93	0.73985	0.6404	1.26772	0.95366	0.94533	0.97208	0.70438	0.95165	0.52846	1.45992	0.001783	0.001783	0.001783
86	85	1352	0.74811	0.62183	1.27641	0.94718	0.9572	0.97351	0.70502	0.96988	0.52138	1.48555	0.001684	0.001684	0.001684
87	86	1367.67	0.74665	0.63662	1.2715	0.95091	0.95529	0.97714	0.70807	0.95641	0.5126	1.46246	0.001585	0.001585	0.001585
88	87	1383.33	0.71769	0.63289	1.2628	0.94342	0.9504	0.97286	0.69575	0.95349	0.52387	1.4662	0.001486	0.001486	0.001486
89	88	1399	0.73196	0.62775	1.26479	0.92059	0.96043	0.97218	0.69775	0.95618	0.53638	1.48112	0.001387	0.001387	0.001387
90	89	1414.78	0.70978	0.60203	1.24537	0.92296	0.95359	0.9652	0.69841	0.9556	0.51803	1.46562	0.001288	0.001288	0.001288
91	90	1430.43	0.72264	0.59842	1.25778	0.94076	0.9349	0.97077	0.69505	0.97915	0.53102	1.48364	0.001189	0.001189	0.001189
92	91	1446.11	0.69944	0.60885	1.23989	0.95493	0.95098	0.97538	0.71147	0.95821	0.50546	1.45932	0.00109	0.00109	0.00109
93	92	1461.79	0.7136	0.58259	1.25125	0.93353	0.95799	0.97267	0.70024	0.97099	0.51186	1.47324	0.000991	0.000991	0.000991
94	93	1477.44	0.71531	0.6023	1.2503	0.94569	0.95561	0.97551	0.71119	0.96279	0.49675	1.45994	0.000892	0.000892	0.000892
95	94	1493.19	0.70482	0.59368	1.24567	0.95518	0.94865	0.97496	0.71021	0.96272	0.50238	1.46949	0.000793	0.000793	0.000793
96	95	1508.84	0.70726	0.6036	1.2466	0.93383	0.9483	0.97548	0.70424	0.96704	0.50892	1.47366	0.000694	0.000694	0.000694
97	96	1524.51	0.69484	0.58516	1.23633	0.94152	0.95618	0.97524	0.70887	0.96193	0.50233	1.46647	0.000595	0.000595	0.000595
98	97	1540.23	0.702	0.57676	1.24112	0.94631	0.94809	0.9713	0.70927	0.95388	0.50872	1.45941	0.000496	0.000496	0.000496
99	98	1555.97	0.7011	0.56706	1.23848	0.94278	0.95722	0.97388	0.71225	0.95844	0.50285	1.46779	0.000397	0.000397	0.000397
100	99	1571.61	0.68355	0.5717	1.24052	0.94328	0.94665	0.97367	0.70978	0.95599	0.50202	1.45859	0.000298	0.000298	0.000298
101	100	1587.33	0.68724	0.5822	1.22946	0.94701	0.95346	0.97446	0.71402	0.95374	0.50433	1.46168	0.000199	0.000199	0.000199