le-yolo/runs/detect/train34/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	7.81888	0.40855	0.33922	0.80473	0.84409	0.82979	0.86607	0.63484	1.78046	0.81425	2.76469	4e-05	4e-05	4e-05
3	2	14.9202	0.4567	0.38444	0.83673	0.84571	0.82979	0.86784	0.625	1.78213	0.81541	2.75956	9.901e-05	9.901e-05	9.901e-05
4	3	21.8849	0.35735	0.2944	0.76628	0.85975	0.82979	0.86747	0.62949	1.77584	0.81104	2.75492	0.000156832	0.000156832	0.000156832
5	4	28.8639	0.36621	0.31547	0.80646	0.86014	0.82979	0.87036	0.61869	1.7848	0.81956	2.7534	0.000213466	0.000213466	0.000213466
6	5	35.766	0.4494	0.3248	0.81091	0.85407	0.82979	0.86858	0.61714	1.78676	0.83502	2.74724	0.000268912	0.000268912	0.000268912
7	6	42.7321	0.397	0.32347	0.80914	0.84393	0.80851	0.86553	0.60353	1.79452	0.85721	2.77345	0.00032317	0.00032317	0.00032317
8	7	49.8284	0.45563	0.33678	0.84035	0.96519	0.70213	0.85534	0.59576	1.79831	0.90278	2.7767	0.00037624	0.00037624	0.00037624
9	8	56.896	0.38908	0.28972	0.81162	0.97033	0.70213	0.85845	0.59055	1.805	0.9195	2.77111	0.000428122	0.000428122	0.000428122
10	9	63.9057	0.41072	0.34576	0.78125	0.86762	0.74468	0.85261	0.5861	1.81456	0.92357	2.75458	0.000478816	0.000478816	0.000478816
11	10	70.7776	0.53852	0.3445	0.88501	0.9185	0.71947	0.85114	0.59431	1.81644	0.91401	2.77109	0.000528322	0.000528322	0.000528322
12	11	77.9852	0.40591	0.32482	0.8005	0.83196	0.82979	0.84894	0.60498	1.80368	0.93172	2.76664	0.00057664	0.00057664	0.00057664
13	12	84.9823	0.42888	0.31006	0.81173	0.84574	0.82979	0.84235	0.61447	1.82032	0.96969	2.79294	0.00062377	0.00062377	0.00062377
14	13	91.8976	0.39716	0.34213	0.83029	0.90354	0.80851	0.84194	0.61896	1.8454	0.99335	2.80276	0.000669712	0.000669712	0.000669712
15	14	98.7803	0.45316	0.36314	0.81122	0.93903	0.7234	0.82346	0.62571	1.85076	0.96665	2.81548	0.000714466	0.000714466	0.000714466
16	15	105.922	0.4154	0.33159	0.82962	0.93903	0.7234	0.82346	0.62571	1.85076	0.96665	2.81548	0.000758032	0.000758032	0.000758032
17	16	113.191	0.34316	0.28682	0.80127	0.99611	0.65957	0.80593	0.61505	1.86269	0.96323	2.86534	0.00080041	0.00080041	0.00080041
18	17	120.133	0.42995	0.32387	0.80731	0.94581	0.70213	0.79494	0.60977	1.90116	0.98842	2.95468	0.0008416	0.0008416	0.0008416
19	18	127.023	0.49696	0.36839	0.83459	0.94581	0.70213	0.79494	0.60977	1.90116	0.98842	2.95468	0.000881602	0.000881602	0.000881602
20	19	133.951	0.42163	0.31902	0.76892	0.963	0.70213	0.79925	0.61491	1.94436	0.9977	3.03922	0.000920416	0.000920416	0.000920416
21	20	140.815	0.44425	0.32256	0.85819	0.96861	0.70213	0.80642	0.62346	1.96628	0.99523	3.1024	0.000958042	0.000958042	0.000958042
22	21	147.808	0.45372	0.37404	0.84486	0.96861	0.70213	0.80642	0.62346	1.96628	0.99523	3.1024	0.00099448	0.00099448	0.00099448
23	22	154.789	0.48962	0.39128	0.82559	0.89772	0.74468	0.80508	0.62618	2.00494	1.02579	3.17958	0.00102973	0.00102973	0.00102973
24	23	161.625	0.49059	0.38311	0.8681	0.89772	0.74468	0.80508	0.62618	2.00494	1.02579	3.17958	0.00106379	0.00106379	0.00106379
25	24	168.541	0.50843	0.38809	0.83613	0.92437	0.7803	0.8066	0.62115	2.0265	1.06524	3.24145	0.00109667	0.00109667	0.00109667
26	25	175.495	0.46984	0.35787	0.80774	0.92437	0.7803	0.8066	0.62115	2.0265	1.06524	3.24145	0.00112835	0.00112835	0.00112835
27	26	182.386	0.49159	0.37449	0.86963	0.9267	0.76596	0.80848	0.6189	2.0408	1.17249	3.23942	0.00115885	0.00115885	0.00115885
28	27	189.306	0.49944	0.37779	0.84759	0.9267	0.76596	0.80848	0.6189	2.0408	1.17249	3.23942	0.00118816	0.00118816	0.00118816
29	28	196.199	0.50773	0.38198	0.78807	0.96108	0.76596	0.81752	0.62825	2.03288	1.32024	3.21273	0.00121628	0.00121628	0.00121628
30	29	203.054	0.51733	0.36412	0.84258	0.96108	0.76596	0.81752	0.62825	2.03288	1.32024	3.21273	0.00124322	0.00124322	0.00124322
31	30	209.887	0.52901	0.37507	0.85961	0.96108	0.76596	0.81752	0.62825	2.03288	1.32024	3.21273	0.00126896	0.00126896	0.00126896
32	31	216.779	0.51046	0.41363	0.86673	0.97337	0.77785	0.83136	0.63323	2.03471	1.5062	3.17234	0.00129352	0.00129352	0.00129352
33	32	223.584	0.46045	0.36035	0.84578	0.97337	0.77785	0.83136	0.63323	2.03471	1.5062	3.17234	0.00131689	0.00131689	0.00131689
34	33	230.454	0.44136	0.34574	0.81908	0.97051	0.70015	0.83092	0.62126	2.07433	1.64164	3.17379	0.00133907	0.00133907	0.00133907
35	34	237.285	0.51598	0.38923	0.82282	0.97051	0.70015	0.83092	0.62126	2.07433	1.64164	3.17379	0.0013466	0.0013466	0.0013466
36	35	244.21	0.50408	0.34758	0.79895	0.97051	0.70015	0.83092	0.62126	2.07433	1.64164	3.17379	0.0013268	0.0013268	0.0013268
37	36	251.053	0.49934	0.35057	0.83576	0.97049	0.69973	0.83806	0.62848	2.04767	1.67156	3.12085	0.001307	0.001307	0.001307
38	37	258.071	0.46787	0.36039	0.79053	0.97049	0.69973	0.83806	0.62848	2.04767	1.67156	3.12085	0.0012872	0.0012872	0.0012872
39	38	264.964	0.48964	0.35635	0.78144	0.97049	0.69973	0.83806	0.62848	2.04767	1.67156	3.12085	0.0012674	0.0012674	0.0012674
40	39	271.825	0.53638	0.37517	0.81427	0.97052	0.70061	0.84994	0.63411	2.03384	1.64272	3.09372	0.0012476	0.0012476	0.0012476
41	40	278.639	0.49131	0.37224	0.8906	0.97052	0.70061	0.84994	0.63411	2.03384	1.64272	3.09372	0.0012278	0.0012278	0.0012278
42	41	285.474	0.45313	0.35364	0.82427	0.97059	0.70207	0.8538	0.64555	2.01441	1.55511	3.05566	0.001208	0.001208	0.001208
43	42	292.471	0.56954	0.41026	0.91147	0.97059	0.70207	0.8538	0.64555	2.01441	1.55511	3.05566	0.0011882	0.0011882	0.0011882
44	43	299.396	0.53634	0.42004	0.84772	0.97059	0.70207	0.8538	0.64555	2.01441	1.55511	3.05566	0.0011684	0.0011684	0.0011684
45	44	306.276	0.46365	0.35506	0.8292	0.97046	0.69915	0.83607	0.63943	1.97387	1.52009	2.96488	0.0011486	0.0011486	0.0011486
46	45	313.21	0.44749	0.34526	0.82321	0.97046	0.69915	0.83607	0.63943	1.97387	1.52009	2.96488	0.0011288	0.0011288	0.0011288
47	46	320.101	0.47323	0.38278	0.82612	0.97046	0.69915	0.83607	0.63943	1.97387	1.52009	2.96488	0.001109	0.001109	0.001109
48	47	326.991	0.54778	0.37734	0.83268	0.88531	0.76596	0.83777	0.62672	1.97356	1.45384	2.90173	0.0010892	0.0010892	0.0010892
49	48	333.925	0.52932	0.38972	0.83059	0.88531	0.76596	0.83777	0.62672	1.97356	1.45384	2.90173	0.0010694	0.0010694	0.0010694
50	49	340.765	0.54018	0.36263	0.82299	0.97055	0.70115	0.82678	0.60685	2.01181	1.38581	2.87906	0.0010496	0.0010496	0.0010496
51	50	347.616	0.50084	0.36398	0.82012	0.97055	0.70115	0.82678	0.60685	2.01181	1.38581	2.87906	0.0010298	0.0010298	0.0010298
52	51	354.453	0.4967	0.36371	0.79329	0.97055	0.70115	0.82678	0.60685	2.01181	1.38581	2.87906	0.00101	0.00101	0.00101
53	52	361.582	0.5445	0.39983	0.81865	0.82893	0.78723	0.82412	0.57336	2.06828	1.24955	2.8961	0.0009902	0.0009902	0.0009902
54	53	369.237	0.49069	0.38413	0.8316	0.82893	0.78723	0.82412	0.57336	2.06828	1.24955	2.8961	0.0009704	0.0009704	0.0009704
55	54	377.205	0.49952	0.35503	0.82021	0.82893	0.78723	0.82412	0.57336	2.06828	1.24955	2.8961	0.0009506	0.0009506	0.0009506
56	55	385.183	0.636	0.46009	0.88236	0.94088	0.67737	0.80621	0.55748	2.1041	1.09762	2.9245	0.0009308	0.0009308	0.0009308
57	56	393.066	0.55562	0.38702	0.84868	0.94088	0.67737	0.80621	0.55748	2.1041	1.09762	2.9245	0.000911	0.000911	0.000911
58	57	400.944	0.52055	0.38838	0.82652	0.96855	0.65531	0.78603	0.5602	2.07745	1.01106	2.86954	0.0008912	0.0008912	0.0008912
59	58	408.86	0.49561	0.36914	0.82121	0.96855	0.65531	0.78603	0.5602	2.07745	1.01106	2.86954	0.0008714	0.0008714	0.0008714
60	59	416.854	0.52885	0.40393	0.80281	0.96855	0.65531	0.78603	0.5602	2.07745	1.01106	2.86954	0.0008516	0.0008516	0.0008516
61	60	425.265	0.458	0.36311	0.80088	0.89117	0.69698	0.79692	0.58467	2.0062	1.01023	2.82871	0.0008318	0.0008318	0.0008318
62	61	433.638	0.38088	0.34895	0.7611	0.89117	0.69698	0.79692	0.58467	2.0062	1.01023	2.82871	0.000812	0.000812	0.000812
63	62	441.559	0.48188	0.35389	0.8521	0.89117	0.69698	0.79692	0.58467	2.0062	1.01023	2.82871	0.0007922	0.0007922	0.0007922
64	63	449.426	0.47732	0.37489	0.85298	0.95991	0.65957	0.81352	0.5901	1.95497	0.99308	2.77816	0.0007724	0.0007724	0.0007724
65	64	457.378	0.5067	0.38418	0.86907	0.95991	0.65957	0.81352	0.5901	1.95497	0.99308	2.77816	0.0007526	0.0007526	0.0007526
66	65	464.934	0.42768	0.34841	0.82652	0.96075	0.65957	0.81527	0.5812	1.95265	1.01464	2.75051	0.0007328	0.0007328	0.0007328
67	66	471.885	0.43212	0.36277	0.80533	0.96075	0.65957	0.81527	0.5812	1.95265	1.01464	2.75051	0.000713	0.000713	0.000713
68	67	478.963	0.53187	0.39553	0.84324	0.96075	0.65957	0.81527	0.5812	1.95265	1.01464	2.75051	0.0006932	0.0006932	0.0006932
69	68	486.312	0.49572	0.34632	0.84783	0.96229	0.65957	0.81206	0.56077	1.95635	1.00878	2.75663	0.0006734	0.0006734	0.0006734
70	69	493.663	0.45694	0.3794	0.81471	0.96229	0.65957	0.81206	0.56077	1.95635	1.00878	2.75663	0.0006536	0.0006536	0.0006536
71	70	501.106	0.40278	0.32074	0.79715	0.96229	0.65957	0.81206	0.56077	1.95635	1.00878	2.75663	0.0006338	0.0006338	0.0006338
72	71	508.402	0.39857	0.33279	0.81537	0.96271	0.65957	0.81099	0.58697	1.94767	0.99754	2.80662	0.000614	0.000614	0.000614
73	72	515.696	0.40247	0.33725	0.78816	0.96271	0.65957	0.81099	0.58697	1.94767	0.99754	2.80662	0.0005942	0.0005942	0.0005942
74	73	523.07	0.39433	0.34166	0.81986	0.93387	0.68085	0.81064	0.58104	1.96047	1.02217	2.87787	0.0005744	0.0005744	0.0005744
75	74	530.49	0.42905	0.32928	0.78476	0.93387	0.68085	0.81064	0.58104	1.96047	1.02217	2.87787	0.0005546	0.0005546	0.0005546
76	75	537.748	0.41053	0.3248	0.81549	0.93387	0.68085	0.81064	0.58104	1.96047	1.02217	2.87787	0.0005348	0.0005348	0.0005348
77	76	544.783	0.42907	0.33598	0.81903	0.94072	0.6754	0.81453	0.588	1.94129	1.02559	2.86753	0.000515	0.000515	0.000515
78	77	551.761	0.45655	0.34159	0.85825	0.94072	0.6754	0.81453	0.588	1.94129	1.02559	2.86753	0.0004952	0.0004952	0.0004952
79	78	558.861	0.49307	0.3593	0.84364	0.94072	0.6754	0.81453	0.588	1.94129	1.02559	2.86753	0.0004754	0.0004754	0.0004754
80	79	565.987	0.45071	0.36722	0.83586	0.93545	0.70213	0.82545	0.59818	1.91496	1.02404	2.85038	0.0004556	0.0004556	0.0004556
81	80	573.434	0.37219	0.3089	0.79477	0.93545	0.70213	0.82545	0.59818	1.91496	1.02404	2.85038	0.0004358	0.0004358	0.0004358
82	81	581.106	0.39847	0.35987	0.86066	0.91413	0.70213	0.82695	0.60759	1.8944	1.02225	2.8338	0.000416	0.000416	0.000416
83	82	588.809	0.38988	0.31729	0.81368	0.91413	0.70213	0.82695	0.60759	1.8944	1.02225	2.8338	0.0003962	0.0003962	0.0003962
84	83	596.079	0.38639	0.30485	0.75138	0.91413	0.70213	0.82695	0.60759	1.8944	1.02225	2.8338	0.0003764	0.0003764	0.0003764
85	84	603.32	0.41704	0.36667	0.87369	0.96765	0.68085	0.83459	0.61605	1.89497	1.02842	2.83662	0.0003566	0.0003566	0.0003566
86	85	610.394	0.33681	0.28313	0.81218	0.96765	0.68085	0.83459	0.61605	1.89497	1.02842	2.83662	0.0003368	0.0003368	0.0003368
87	86	617.752	0.37322	0.31959	0.79385	0.96765	0.68085	0.83459	0.61605	1.89497	1.02842	2.83662	0.000317	0.000317	0.000317
88	87	625.183	0.45962	0.35536	0.81656	0.96969	0.68067	0.83177	0.62047	1.87941	1.02986	2.79868	0.0002972	0.0002972	0.0002972
89	88	632.742	0.36904	0.31631	0.83574	0.96969	0.68067	0.83177	0.62047	1.87941	1.02986	2.79868	0.0002774	0.0002774	0.0002774
90	89	640.323	0.3617	0.29497	0.7893	0.97018	0.69243	0.83106	0.62723	1.85897	1.02811	2.77095	0.0002576	0.0002576	0.0002576
91	90	647.633	0.3237	0.29257	0.82206	0.97018	0.69243	0.83106	0.62723	1.85897	1.02811	2.77095	0.0002378	0.0002378	0.0002378
92	91	654.806	0.39389	0.3286	0.77008	0.97018	0.69243	0.83106	0.62723	1.85897	1.02811	2.77095	0.000218	0.000218	0.000218
93	92	661.809	0.3029	0.264	0.70661	0.90991	0.70213	0.82193	0.61584	1.8684	1.0214	2.82638	0.0001982	0.0001982	0.0001982
94	93	668.739	0.34489	0.28212	0.77101	0.90991	0.70213	0.82193	0.61584	1.8684	1.0214	2.82638	0.0001784	0.0001784	0.0001784
95	94	675.88	0.34258	0.29025	0.8611	0.90991	0.70213	0.82193	0.61584	1.8684	1.0214	2.82638	0.0001586	0.0001586	0.0001586
96	95	684.441	0.29383	0.26427	0.77257	0.90773	0.70213	0.81668	0.60796	1.87587	0.97956	2.88016	0.0001388	0.0001388	0.0001388
97	96	691.953	0.35009	0.29304	0.79716	0.90773	0.70213	0.81668	0.60796	1.87587	0.97956	2.88016	0.000119	0.000119	0.000119
98	97	699.581	0.31793	0.2364	0.82811	0.91344	0.67373	0.79713	0.59892	1.88348	0.94281	2.92673	9.92e-05	9.92e-05	9.92e-05
99	98	707.508	0.33161	0.26715	0.7161	0.91344	0.67373	0.79713	0.59892	1.88348	0.94281	2.92673	7.94e-05	7.94e-05	7.94e-05
100	99	715.921	0.33549	0.26578	0.72406	0.91344	0.67373	0.79713	0.59892	1.88348	0.94281	2.92673	5.96e-05	5.96e-05	5.96e-05
101	100	724.581	0.35572	0.2755	0.77517	0.95817	0.6383	0.79293	0.59659	1.88672	0.93711	2.95254	3.98e-05	3.98e-05	3.98e-05