le-yolo/runs/detect/train33/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	8.19565	0.6123	0.42514	0.85093	0.85002	0.78723	0.82832	0.50816	1.80487	1.47621	2.33057	4e-05	4e-05	4e-05
3	2	15.3017	0.66534	0.53562	0.87155	0.8344	0.78723	0.83036	0.5196	1.76007	1.45615	2.28748	9.901e-05	9.901e-05	9.901e-05
4	3	22.3171	0.46011	0.40293	0.79484	0.8179	0.78723	0.82571	0.53271	1.72346	1.38779	2.29071	0.000156832	0.000156832	0.000156832
5	4	29.3482	0.48561	0.38664	0.82306	0.81757	0.78723	0.82479	0.57843	1.7127	1.25326	2.29166	0.000213466	0.000213466	0.000213466
6	5	36.2965	0.5879	0.41799	0.84057	0.80415	0.78626	0.81995	0.59846	1.69675	1.18674	2.25637	0.000268912	0.000268912	0.000268912
7	6	43.2963	0.56342	0.40027	0.84787	0.89573	0.74468	0.81436	0.60453	1.71434	1.14562	2.27071	0.00032317	0.00032317	0.00032317
8	7	50.3653	0.53103	0.40434	0.84357	0.97136	0.72164	0.82671	0.61309	1.73075	1.15911	2.29835	0.00037624	0.00037624	0.00037624
9	8	57.319	0.47274	0.36386	0.82621	0.97133	0.72099	0.82748	0.62112	1.70931	1.20481	2.2703	0.000428122	0.000428122	0.000428122
10	9	64.3428	0.50674	0.38306	0.79211	0.92109	0.74506	0.82559	0.63513	1.71081	1.2395	2.31758	0.000478816	0.000478816	0.000478816
11	10	71.3905	0.64198	0.43668	0.92091	0.97196	0.73776	0.82913	0.65169	1.70463	1.32041	2.3293	0.000528322	0.000528322	0.000528322
12	11	78.4014	0.57753	0.38964	0.82857	0.97055	0.70118	0.82991	0.65084	1.69987	1.38742	2.32959	0.00057664	0.00057664	0.00057664
13	12	85.3138	0.55339	0.42266	0.83678	0.97102	0.71312	0.82396	0.65482	1.70748	1.46478	2.33817	0.00062377	0.00062377	0.00062377
14	13	92.2771	0.53662	0.4011	0.86549	0.96993	0.68639	0.81895	0.63714	1.71139	1.5585	2.2876	0.000669712	0.000669712	0.000669712
15	14	99.3688	0.57659	0.43712	0.85222	0.96963	0.67932	0.84129	0.63554	1.67829	1.51795	2.18553	0.000714466	0.000714466	0.000714466
16	15	106.662	0.57815	0.42548	0.86128	0.96963	0.67932	0.84129	0.63554	1.67829	1.51795	2.18553	0.000758032	0.000758032	0.000758032
17	16	113.628	0.43368	0.34128	0.81748	0.96966	0.68004	0.83286	0.63591	1.63659	1.48648	2.0786	0.00080041	0.00080041	0.00080041
18	17	120.627	0.55871	0.40548	0.82485	0.96968	0.68046	0.84555	0.64235	1.60074	1.47647	2.0353	0.0008416	0.0008416	0.0008416
19	18	127.543	0.55582	0.40161	0.84625	0.96968	0.68046	0.84555	0.64235	1.60074	1.47647	2.0353	0.000881602	0.000881602	0.000881602
20	19	134.434	0.53859	0.41031	0.79426	0.8967	0.74468	0.85219	0.64689	1.59435	1.36923	2.02562	0.000920416	0.000920416	0.000920416
21	20	141.449	0.56389	0.39246	0.87297	0.89682	0.73983	0.84506	0.63708	1.65019	1.39173	2.04865	0.000958042	0.000958042	0.000958042
22	21	148.383	0.68711	0.50048	0.89401	0.89682	0.73983	0.84506	0.63708	1.65019	1.39173	2.04865	0.00099448	0.00099448	0.00099448
23	22	155.397	0.60974	0.44176	0.8697	0.92181	0.80851	0.84721	0.60121	1.73777	1.39474	2.17404	0.00102973	0.00102973	0.00102973
24	23	162.255	0.62383	0.44065	0.89363	0.92181	0.80851	0.84721	0.60121	1.73777	1.39474	2.17404	0.00106379	0.00106379	0.00106379
25	24	169.144	0.61637	0.42128	0.84908	0.95603	0.76596	0.84298	0.58676	1.76988	1.44023	2.26672	0.00109667	0.00109667	0.00109667
26	25	176.058	0.54424	0.4066	0.82457	0.95603	0.76596	0.84298	0.58676	1.76988	1.44023	2.26672	0.00112835	0.00112835	0.00112835
27	26	183.033	0.54401	0.41685	0.88798	0.93117	0.76596	0.84709	0.60891	1.78102	1.56832	2.36092	0.00115885	0.00115885	0.00115885
28	27	189.95	0.56514	0.42403	0.85739	0.93117	0.76596	0.84709	0.60891	1.78102	1.56832	2.36092	0.00118816	0.00118816	0.00118816
29	28	196.907	0.62848	0.43825	0.82281	0.96449	0.76596	0.83318	0.60774	1.7698	1.50096	2.39655	0.00121628	0.00121628	0.00121628
30	29	203.859	0.51537	0.39396	0.84546	0.96449	0.76596	0.83318	0.60774	1.7698	1.50096	2.39655	0.00124322	0.00124322	0.00124322
31	30	211.22	0.54637	0.414	0.86373	0.96449	0.76596	0.83318	0.60774	1.7698	1.50096	2.39655	0.00126896	0.00126896	0.00126896
32	31	218.195	0.59268	0.46237	0.88145	0.97182	0.80851	0.86758	0.59169	1.70863	1.24076	2.35262	0.00129352	0.00129352	0.00129352
33	32	225.092	0.53659	0.4065	0.85673	0.97182	0.80851	0.86758	0.59169	1.70863	1.24076	2.35262	0.00131689	0.00131689	0.00131689
34	33	232.023	0.47217	0.39679	0.82819	0.94821	0.77929	0.86553	0.57845	1.77415	1.11564	2.52502	0.00133907	0.00133907	0.00133907
35	34	238.949	0.59883	0.45459	0.84118	0.94821	0.77929	0.86553	0.57845	1.77415	1.11564	2.52502	0.0013466	0.0013466	0.0013466
36	35	245.949	0.51164	0.37073	0.79914	0.94821	0.77929	0.86553	0.57845	1.77415	1.11564	2.52502	0.0013268	0.0013268	0.0013268
37	36	253.01	0.46679	0.40665	0.84171	0.85928	0.77962	0.84181	0.56946	1.82108	1.02139	2.65556	0.001307	0.001307	0.001307
38	37	259.981	0.53325	0.41161	0.80126	0.85928	0.77962	0.84181	0.56946	1.82108	1.02139	2.65556	0.0012872	0.0012872	0.0012872
39	38	267.189	0.53795	0.3962	0.79473	0.85928	0.77962	0.84181	0.56946	1.82108	1.02139	2.65556	0.0012674	0.0012674	0.0012674
40	39	275.044	0.61197	0.42033	0.81915	0.86886	0.84587	0.87175	0.57997	1.78428	0.98111	2.61525	0.0012476	0.0012476	0.0012476
41	40	286.253	0.56928	0.40607	0.92216	0.86886	0.84587	0.87175	0.57997	1.78428	0.98111	2.61525	0.0012278	0.0012278	0.0012278
42	41	299.781	0.5003	0.38856	0.83654	0.83151	0.82979	0.8562	0.5763	1.78778	1.03069	2.59941	0.001208	0.001208	0.001208
43	42	307.571	0.58049	0.4353	0.92086	0.83151	0.82979	0.8562	0.5763	1.78778	1.03069	2.59941	0.0011882	0.0011882	0.0011882
44	43	315.488	0.61644	0.43274	0.86363	0.83151	0.82979	0.8562	0.5763	1.78778	1.03069	2.59941	0.0011684	0.0011684	0.0011684
45	44	325.127	0.51729	0.3801	0.8377	0.88842	0.84708	0.87399	0.58317	1.76849	1.0061	2.56411	0.0011486	0.0011486	0.0011486
46	45	333.795	0.47493	0.36265	0.82626	0.88842	0.84708	0.87399	0.58317	1.76849	1.0061	2.56411	0.0011288	0.0011288	0.0011288
47	46	340.666	0.54997	0.40655	0.82877	0.88842	0.84708	0.87399	0.58317	1.76849	1.0061	2.56411	0.001109	0.001109	0.001109
48	47	347.681	0.53303	0.40042	0.83829	0.88845	0.84735	0.87697	0.59272	1.73879	0.96329	2.53257	0.0010892	0.0010892	0.0010892
49	48	354.534	0.54368	0.38672	0.84072	0.88845	0.84735	0.87697	0.59272	1.73879	0.96329	2.53257	0.0010694	0.0010694	0.0010694
50	49	361.42	0.50797	0.37318	0.82117	0.8954	0.87234	0.89311	0.60326	1.73542	0.90862	2.48417	0.0010496	0.0010496	0.0010496
51	50	368.307	0.54831	0.41959	0.82396	0.8954	0.87234	0.89311	0.60326	1.73542	0.90862	2.48417	0.0010298	0.0010298	0.0010298
52	51	375.158	0.57476	0.39022	0.815	0.8954	0.87234	0.89311	0.60326	1.73542	0.90862	2.48417	0.00101	0.00101	0.00101
53	52	382.056	0.57325	0.44671	0.81888	0.94748	0.89362	0.92942	0.59895	1.72836	0.9	2.42783	0.0009902	0.0009902	0.0009902
54	53	388.929	0.56456	0.4251	0.85245	0.94748	0.89362	0.92942	0.59895	1.72836	0.9	2.42783	0.0009704	0.0009704	0.0009704
55	54	395.799	0.55978	0.42774	0.82335	0.94748	0.89362	0.92942	0.59895	1.72836	0.9	2.42783	0.0009506	0.0009506	0.0009506
56	55	402.773	0.60798	0.50402	0.88226	0.9562	0.92903	0.94829	0.63245	1.6986	0.88322	2.38646	0.0009308	0.0009308	0.0009308
57	56	409.633	0.58796	0.42826	0.85814	0.9562	0.92903	0.94829	0.63245	1.6986	0.88322	2.38646	0.000911	0.000911	0.000911
58	57	416.514	0.49991	0.41932	0.82299	0.92741	0.89362	0.92912	0.64506	1.67537	0.85424	2.35241	0.0008912	0.0008912	0.0008912
59	58	423.533	0.50789	0.41912	0.82583	0.92741	0.89362	0.92912	0.64506	1.67537	0.85424	2.35241	0.0008714	0.0008714	0.0008714
60	59	430.43	0.6055	0.51832	0.82515	0.92741	0.89362	0.92912	0.64506	1.67537	0.85424	2.35241	0.0008516	0.0008516	0.0008516
61	60	437.429	0.57369	0.42439	0.83085	0.87951	0.89362	0.91831	0.65747	1.63991	0.87544	2.2761	0.0008318	0.0008318	0.0008318
62	61	444.355	0.49637	0.41171	0.78301	0.87951	0.89362	0.91831	0.65747	1.63991	0.87544	2.2761	0.000812	0.000812	0.000812
63	62	451.242	0.60409	0.41518	0.87224	0.87951	0.89362	0.91831	0.65747	1.63991	0.87544	2.2761	0.0007922	0.0007922	0.0007922
64	63	458.267	0.58189	0.40375	0.86682	0.88583	0.87234	0.92313	0.65862	1.57408	0.91532	2.17665	0.0007724	0.0007724	0.0007724
65	64	465.142	0.56647	0.4373	0.9	0.88583	0.87234	0.92313	0.65862	1.57408	0.91532	2.17665	0.0007526	0.0007526	0.0007526
66	65	472.096	0.50134	0.36578	0.83634	0.92919	0.85106	0.91771	0.65867	1.5433	0.98855	2.09871	0.0007328	0.0007328	0.0007328
67	66	478.974	0.49792	0.39803	0.81644	0.92919	0.85106	0.91771	0.65867	1.5433	0.98855	2.09871	0.000713	0.000713	0.000713
68	67	485.879	0.59211	0.42189	0.87305	0.92919	0.85106	0.91771	0.65867	1.5433	0.98855	2.09871	0.0006932	0.0006932	0.0006932
69	68	492.76	0.53683	0.40437	0.85955	0.94696	0.82979	0.91229	0.66403	1.54317	1.08248	2.05076	0.0006734	0.0006734	0.0006734
70	69	499.858	0.56718	0.44711	0.83679	0.94696	0.82979	0.91229	0.66403	1.54317	1.08248	2.05076	0.0006536	0.0006536	0.0006536
71	70	506.722	0.39617	0.32307	0.80104	0.94696	0.82979	0.91229	0.66403	1.54317	1.08248	2.05076	0.0006338	0.0006338	0.0006338
72	71	513.699	0.43467	0.35793	0.81692	0.92567	0.79506	0.90938	0.66289	1.58871	1.1228	2.06684	0.000614	0.000614	0.000614
73	72	520.544	0.45567	0.41199	0.79588	0.92567	0.79506	0.90938	0.66289	1.58871	1.1228	2.06684	0.0005942	0.0005942	0.0005942
74	73	527.54	0.45322	0.36375	0.83435	0.89947	0.76155	0.88991	0.65727	1.63767	1.20141	2.11434	0.0005744	0.0005744	0.0005744
75	74	534.411	0.53085	0.39018	0.7943	0.89947	0.76155	0.88991	0.65727	1.63767	1.20141	2.11434	0.0005546	0.0005546	0.0005546
76	75	541.29	0.44665	0.36932	0.82329	0.89947	0.76155	0.88991	0.65727	1.63767	1.20141	2.11434	0.0005348	0.0005348	0.0005348
77	76	548.204	0.45946	0.35853	0.8123	1	0.70093	0.88844	0.65085	1.68997	1.18694	2.22683	0.000515	0.000515	0.000515
78	77	555.086	0.4772	0.37765	0.85821	1	0.70093	0.88844	0.65085	1.68997	1.18694	2.22683	0.0004952	0.0004952	0.0004952
79	78	561.921	0.57097	0.41445	0.85327	1	0.70093	0.88844	0.65085	1.68997	1.18694	2.22683	0.0004754	0.0004754	0.0004754
80	79	568.846	0.51543	0.37269	0.84214	0.89922	0.76596	0.88907	0.65468	1.7087	1.14563	2.29639	0.0004556	0.0004556	0.0004556
81	80	575.838	0.4212	0.36157	0.80088	0.89922	0.76596	0.88907	0.65468	1.7087	1.14563	2.29639	0.0004358	0.0004358	0.0004358
82	81	582.915	0.43493	0.34956	0.86446	0.8851	0.76596	0.88814	0.64662	1.73325	1.09494	2.37416	0.000416	0.000416	0.000416
83	82	590.111	0.43562	0.34379	0.81383	0.8851	0.76596	0.88814	0.64662	1.73325	1.09494	2.37416	0.0003962	0.0003962	0.0003962
84	83	597.065	0.4153	0.32976	0.75036	0.8851	0.76596	0.88814	0.64662	1.73325	1.09494	2.37416	0.0003764	0.0003764	0.0003764
85	84	603.983	0.50006	0.37275	0.8785	0.90205	0.78388	0.87017	0.64895	1.75458	1.07227	2.43019	0.0003566	0.0003566	0.0003566
86	85	610.873	0.36286	0.30394	0.81528	0.90205	0.78388	0.87017	0.64895	1.75458	1.07227	2.43019	0.0003368	0.0003368	0.0003368
87	86	617.776	0.41714	0.33648	0.7936	0.90205	0.78388	0.87017	0.64895	1.75458	1.07227	2.43019	0.000317	0.000317	0.000317
88	87	624.661	0.54044	0.39251	0.83081	0.89001	0.80851	0.87075	0.63738	1.74907	1.04609	2.43454	0.0002972	0.0002972	0.0002972
89	88	631.54	0.39188	0.33179	0.83435	0.89001	0.80851	0.87075	0.63738	1.74907	1.04609	2.43454	0.0002774	0.0002774	0.0002774
90	89	638.413	0.39193	0.32347	0.79329	0.88491	0.80851	0.8708	0.6447	1.74395	1.01942	2.46918	0.0002576	0.0002576	0.0002576
91	90	645.228	0.39117	0.31855	0.82533	0.88491	0.80851	0.8708	0.6447	1.74395	1.01942	2.46918	0.0002378	0.0002378	0.0002378
92	91	652.034	0.49403	0.37146	0.77872	0.88491	0.80851	0.8708	0.6447	1.74395	1.01942	2.46918	0.000218	0.000218	0.000218
93	92	658.885	0.35382	0.3069	0.71214	0.85731	0.82979	0.86629	0.64418	1.76879	0.95366	2.60669	0.0001982	0.0001982	0.0001982
94	93	665.74	0.35649	0.32796	0.76916	0.85731	0.82979	0.86629	0.64418	1.76879	0.95366	2.60669	0.0001784	0.0001784	0.0001784
95	94	672.536	0.38772	0.31226	0.86236	0.85731	0.82979	0.86629	0.64418	1.76879	0.95366	2.60669	0.0001586	0.0001586	0.0001586
96	95	679.382	0.38163	0.3107	0.78254	0.83953	0.82979	0.86719	0.63699	1.7784	0.87854	2.69824	0.0001388	0.0001388	0.0001388
97	96	686.189	0.36057	0.31725	0.80165	0.83953	0.82979	0.86719	0.63699	1.7784	0.87854	2.69824	0.000119	0.000119	0.000119
98	97	693.001	0.35375	0.27419	0.83122	0.84407	0.82979	0.86696	0.63701	1.77768	0.82896	2.74566	9.92e-05	9.92e-05	9.92e-05
99	98	699.776	0.40678	0.30625	0.72895	0.84407	0.82979	0.86696	0.63701	1.77768	0.82896	2.74566	7.94e-05	7.94e-05	7.94e-05
100	99	706.591	0.39434	0.2846	0.72924	0.84407	0.82979	0.86696	0.63701	1.77768	0.82896	2.74566	5.96e-05	5.96e-05	5.96e-05
101	100	713.403	0.39218	0.27836	0.77492	0.8464	0.82083	0.86709	0.63277	1.77562	0.816	2.76393	3.98e-05	3.98e-05	3.98e-05