detr-resnet-50-dc5-finetuned

archiii/detr-resnet-50-dc5-finetuned

detr-resnet-50-dc5-finetuned is a object detection model from archiii. Use it when you need objects located in an image. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Object Detection
Library: transformers
License: apache-2.0
Model type: detr
Access: Public
Created: Apr 25, 2025
Updated: Apr 28, 2025
SHA: 2c9bba39

Base models

facebook/detr-resnet-50-dc5

Model card

From the Hugging Face model README

detr-resnet-50-dc5-finetuned

This model is a fine-tuned version of facebook/detr-resnet-50-dc5 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.3703
Map: 0.3703
Map 50: 0.4284
Map 75: 0.3912
Map Small: -1.0
Map Medium: -1.0
Map Large: 0.3703
Mar 1: 0.4491
Mar 10: 0.5038
Mar 100: 0.5934
Mar Small: -1.0
Mar Medium: -1.0
Mar Large: 0.5934
Map Metal: 0.4782
Mar 100 Metal: 0.6095
Map Paper: 0.0261
Mar 100 Paper: 0.4483
Map Plastic: 0.6064
Mar 100 Plastic: 0.7225

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
training_steps: 10000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Background	Mar 100 Background	Map Metal	Mar 100 Metal	Map Paper	Mar 100 Paper	Map Plastic	Mar 100 Plastic
1.9796	0.1018	50	2.1283	0.0237	0.0421	0.0238	-1.0	-1.0	0.0284	0.1464	0.2542	0.3226	-1.0	-1.0	0.3226	-1.0	-1.0	0.0546	0.6222	0.0015	0.1103	0.015	0.2353
1.9882	0.2037	100	1.6940	0.0243	0.0456	0.0214	-1.0	-1.0	0.0261	0.162	0.243	0.3188	-1.0	-1.0	0.3188	-1.0	-1.0	0.0461	0.7143	0.0028	0.0655	0.024	0.1765
2.1489	0.3055	150	1.3699	0.0273	0.053	0.026	-1.0	-1.0	0.0284	0.2013	0.2889	0.3846	-1.0	-1.0	0.3846	-1.0	-1.0	0.0474	0.719	0.0193	0.2759	0.0153	0.1588
1.4834	0.4073	200	1.1051	0.026	0.0432	0.0272	-1.0	-1.0	0.0274	0.1959	0.2952	0.3738	-1.0	-1.0	0.3738	-1.0	-1.0	0.06	0.846	0.0009	0.0655	0.0172	0.2098
0.8501	0.5092	250	0.9289	0.0354	0.0526	0.0387	-1.0	-1.0	0.0361	0.2408	0.3419	0.4098	-1.0	-1.0	0.4098	-1.0	-1.0	0.0755	0.8651	0.0017	0.1034	0.0289	0.2608
1.0472	0.6110	300	0.8789	0.0271	0.0397	0.028	-1.0	-1.0	0.028	0.2794	0.4266	0.4883	-1.0	-1.0	0.4883	-1.0	-1.0	0.0637	0.8508	0.0027	0.1897	0.015	0.4245
1.09	0.7128	350	0.8033	0.034	0.0482	0.0364	-1.0	-1.0	0.0355	0.2929	0.4048	0.4568	-1.0	-1.0	0.4568	-1.0	-1.0	0.0848	0.8841	0.003	0.1724	0.0142	0.3137
1.1819	0.8147	400	0.7859	0.0354	0.0485	0.039	-1.0	-1.0	0.0367	0.2686	0.3644	0.4162	-1.0	-1.0	0.4162	-1.0	-1.0	0.0947	0.8825	0.0018	0.0966	0.0098	0.2696
0.9802	0.9165	450	0.7289	0.0409	0.0559	0.0441	-1.0	-1.0	0.041	0.2321	0.3313	0.3894	-1.0	-1.0	0.3894	-1.0	-1.0	0.1141	0.8857	0.0008	0.0276	0.0078	0.2549
0.5236	1.0183	500	0.7572	0.0175	0.028	0.019	-1.0	-1.0	0.0176	0.1883	0.3483	0.434	-1.0	-1.0	0.434	-1.0	-1.0	0.0411	0.8254	0.0	0.0	0.0113	0.4765
0.7924	1.1202	550	0.7086	0.0306	0.0434	0.0344	-1.0	-1.0	0.0309	0.2802	0.4428	0.4935	-1.0	-1.0	0.4935	-1.0	-1.0	0.0687	0.846	0.0001	0.0069	0.0228	0.6275
1.0112	1.2220	600	0.6612	0.0405	0.0504	0.0436	-1.0	-1.0	0.0411	0.2854	0.4361	0.4979	-1.0	-1.0	0.4979	-1.0	-1.0	0.0938	0.8063	0.0	0.0	0.0277	0.6873
0.7764	1.3238	650	0.6513	0.031	0.0421	0.0343	-1.0	-1.0	0.0331	0.2634	0.4552	0.5265	-1.0	-1.0	0.5265	-1.0	-1.0	0.0614	0.846	0.0013	0.0414	0.0304	0.6922
0.7316	1.4257	700	0.6150	0.0367	0.0451	0.0409	-1.0	-1.0	0.0399	0.3747	0.513	0.5556	-1.0	-1.0	0.5556	-1.0	-1.0	0.0579	0.873	0.001	0.0448	0.0514	0.749
0.5439	1.5275	750	0.7063	0.0334	0.0471	0.038	-1.0	-1.0	0.0342	0.2454	0.4007	0.4784	-1.0	-1.0	0.4784	-1.0	-1.0	0.0568	0.6016	0.0005	0.0621	0.0429	0.7716
0.5359	1.6293	800	0.6803	0.0407	0.0578	0.0432	-1.0	-1.0	0.0415	0.2942	0.4281	0.4878	-1.0	-1.0	0.4878	-1.0	-1.0	0.0621	0.5841	0.0011	0.0793	0.059	0.8
0.8857	1.7312	850	0.6697	0.0539	0.077	0.0623	-1.0	-1.0	0.0556	0.3079	0.431	0.507	-1.0	-1.0	0.507	-1.0	-1.0	0.0609	0.5778	0.0353	0.1414	0.0654	0.802
1.4486	1.8330	900	0.6321	0.0436	0.0576	0.0514	-1.0	-1.0	0.05	0.3419	0.473	0.5298	-1.0	-1.0	0.5298	-1.0	-1.0	0.0473	0.6937	0.0103	0.1034	0.0732	0.7922
0.7727	1.9348	950	0.6602	0.0298	0.0406	0.034	-1.0	-1.0	0.0337	0.3176	0.4942	0.5725	-1.0	-1.0	0.5725	-1.0	-1.0	0.0371	0.7238	0.0108	0.2241	0.0416	0.7696
1.6886	2.0367	1000	0.6232	0.0744	0.1046	0.0872	-1.0	-1.0	0.0766	0.3938	0.5073	0.5349	-1.0	-1.0	0.5349	-1.0	-1.0	0.15	0.7873	0.0028	0.0241	0.0705	0.7931
0.5422	2.1385	1050	0.5752	0.0743	0.0964	0.086	-1.0	-1.0	0.0809	0.4497	0.5463	0.5649	-1.0	-1.0	0.5649	-1.0	-1.0	0.1314	0.8349	0.008	0.0655	0.0834	0.7941
0.5052	2.2403	1100	0.5267	0.0661	0.0825	0.0702	-1.0	-1.0	0.0796	0.4281	0.5492	0.5817	-1.0	-1.0	0.5817	-1.0	-1.0	0.0794	0.7667	0.0424	0.0862	0.0766	0.8922
0.6956	2.3422	1150	0.5499	0.0647	0.0912	0.0715	-1.0	-1.0	0.073	0.3427	0.4879	0.5429	-1.0	-1.0	0.5429	0.0743	0.6571	0.0556	0.0724	0.0644	0.899
0.5097	2.4440	1200	0.5346	0.0748	0.0924	0.0858	-1.0	-1.0	0.0819	0.4112	0.5247	0.558	-1.0	-1.0	0.558	-1.0	-1.0	0.1015	0.7254	0.0332	0.0379	0.0898	0.9108
0.5358	2.5458	1250	0.5622	0.095	0.1303	0.1139	-1.0	-1.0	0.0971	0.4281	0.533	0.5571	-1.0	-1.0	0.5571	0.1414	0.7683	0.0284	0.0345	0.1151	0.8686
1.2882	2.6477	1300	0.5378	0.0764	0.0945	0.089	-1.0	-1.0	0.0852	0.3972	0.4941	0.5378	-1.0	-1.0	0.5378	0.1073	0.6603	0.034	0.0483	0.0878	0.9049
0.8294	2.7495	1350	0.5371	0.0767	0.0961	0.0866	-1.0	-1.0	0.0844	0.4005	0.5034	0.5468	-1.0	-1.0	0.5468	0.1278	0.6302	0.0068	0.0966	0.0955	0.9137
0.9082	2.8513	1400	0.5802	0.0719	0.0917	0.0829	-1.0	-1.0	0.0781	0.3829	0.4934	0.536	-1.0	-1.0	0.536	0.0747	0.654	0.0037	0.1138	0.1374	0.8402
0.8392	2.9532	1450	0.5597	0.0599	0.0715	0.0663	-1.0	-1.0	0.064	0.3819	0.5131	0.5684	-1.0	-1.0	0.5684	0.0673	0.7476	0.0009	0.131	0.1115	0.8265
0.601	3.0550	1500	0.5938	0.0492	0.0625	0.0532	-1.0	-1.0	0.0545	0.3377	0.4861	0.5589	-1.0	-1.0	0.5589	0.0563	0.7	0.0037	0.1207	0.0874	0.8559
0.7053	3.1568	1550	0.5777	0.0739	0.094	0.0844	-1.0	-1.0	0.0793	0.3408	0.4853	0.5219	-1.0	-1.0	0.5219	0.0683	0.5952	0.0343	0.0931	0.1192	0.8775
0.7158	3.2587	1600	0.5854	0.0637	0.0843	0.0666	-1.0	-1.0	0.0667	0.3329	0.4633	0.5151	-1.0	-1.0	0.5151	0.0646	0.5683	0.0048	0.0966	0.1218	0.8804
0.9677	3.3605	1650	0.5985	0.0989	0.1221	0.1134	-1.0	-1.0	0.1111	0.2947	0.4177	0.4762	-1.0	-1.0	0.4762	0.0786	0.4968	0.0018	0.0966	0.2164	0.8353
0.8341	3.4623	1700	0.5789	0.1197	0.1507	0.134	-1.0	-1.0	0.126	0.3459	0.4435	0.4582	-1.0	-1.0	0.4582	0.1337	0.4524	0.0003	0.0586	0.2251	0.8637
0.962	3.5642	1750	0.5207	0.11	0.1313	0.1236	-1.0	-1.0	0.1173	0.3525	0.4689	0.4927	-1.0	-1.0	0.4927	0.1182	0.5032	0.001	0.0966	0.2107	0.8784
0.4853	3.6660	1800	0.5804	0.1082	0.1377	0.1261	-1.0	-1.0	0.1116	0.3381	0.4678	0.489	-1.0	-1.0	0.489	0.1781	0.5048	0.0023	0.1241	0.1441	0.8382
0.9292	3.7678	1850	0.5584	0.0925	0.1167	0.1028	-1.0	-1.0	0.099	0.3454	0.4664	0.5041	-1.0	-1.0	0.5041	0.1293	0.5619	0.0063	0.0828	0.142	0.8676
0.552	3.8697	1900	0.5131	0.1002	0.1219	0.1123	-1.0	-1.0	0.1138	0.3719	0.4999	0.5265	-1.0	-1.0	0.5265	0.13	0.5841	0.0026	0.1276	0.168	0.8676
0.6468	3.9715	1950	0.5834	0.1186	0.1491	0.1313	-1.0	-1.0	0.1292	0.3901	0.49	0.5076	-1.0	-1.0	0.5076	0.1583	0.519	0.01	0.1655	0.1875	0.8382
0.925	4.0733	2000	0.4856	0.1184	0.1539	0.1284	-1.0	-1.0	0.1381	0.4197	0.5425	0.5677	-1.0	-1.0	0.5677	0.1504	0.6048	0.0149	0.1897	0.1899	0.9088
0.5978	4.1752	2050	0.4895	0.115	0.1406	0.1295	-1.0	-1.0	0.1282	0.3839	0.5032	0.5218	-1.0	-1.0	0.5218	0.1538	0.5587	0.0038	0.131	0.1875	0.8755
0.4953	4.2770	2100	0.4927	0.1009	0.1264	0.1104	-1.0	-1.0	0.1084	0.367	0.5038	0.5164	-1.0	-1.0	0.5164	0.1419	0.5	0.0081	0.1483	0.1528	0.901
0.8966	4.3788	2150	0.4611	0.1002	0.1254	0.1132	-1.0	-1.0	0.1154	0.3965	0.5181	0.5348	-1.0	-1.0	0.5348	0.1167	0.5429	0.0086	0.1655	0.1753	0.8961
0.5029	4.4807	2200	0.4622	0.1134	0.1431	0.1231	-1.0	-1.0	0.1239	0.4481	0.5523	0.5951	-1.0	-1.0	0.5951	0.1493	0.6857	0.0132	0.2103	0.1777	0.8892
0.791	4.5825	2250	0.5093	0.0874	0.1051	0.0997	-1.0	-1.0	0.0966	0.3781	0.4987	0.5458	-1.0	-1.0	0.5458	0.1002	0.6333	0.0007	0.1138	0.1613	0.8902
0.6545	4.6843	2300	0.4820	0.0976	0.1167	0.1102	-1.0	-1.0	0.1174	0.4407	0.5537	0.5862	-1.0	-1.0	0.5862	0.1573	0.6984	0.0012	0.1483	0.1344	0.9118
0.5782	4.7862	2350	0.4653	0.1146	0.1374	0.1307	-1.0	-1.0	0.1423	0.4482	0.5451	0.5855	-1.0	-1.0	0.5855	0.1619	0.6667	0.0034	0.2034	0.1785	0.8863
0.5309	4.8880	2400	0.4830	0.1009	0.1269	0.1202	-1.0	-1.0	0.1223	0.4266	0.5057	0.5419	-1.0	-1.0	0.5419	0.1643	0.6317	0.0015	0.1448	0.137	0.849
0.4851	4.9898	2450	0.4866	0.1464	0.1851	0.1672	-1.0	-1.0	0.1619	0.4202	0.5202	0.5719	-1.0	-1.0	0.5719	0.2452	0.6905	0.0029	0.1724	0.1909	0.8529
0.7152	5.0916	2500	0.4744	0.1459	0.1799	0.1648	-1.0	-1.0	0.1547	0.4379	0.5467	0.5785	-1.0	-1.0	0.5785	0.2351	0.7333	0.0018	0.169	0.2008	0.8333
0.2953	5.1935	2550	0.5260	0.1592	0.1982	0.1827	-1.0	-1.0	0.1695	0.4385	0.5087	0.5527	-1.0	-1.0	0.5527	0.2435	0.6365	0.0037	0.1793	0.2304	0.8422
0.5106	5.2953	2600	0.5279	0.1627	0.2051	0.18	-1.0	-1.0	0.1706	0.4105	0.4839	0.5344	-1.0	-1.0	0.5344	0.2688	0.619	0.001	0.1931	0.2183	0.7912
1.5618	5.3971	2650	0.4933	0.1624	0.1978	0.1818	-1.0	-1.0	0.1707	0.3791	0.4933	0.5232	-1.0	-1.0	0.5232	0.2336	0.573	0.0021	0.2241	0.2515	0.7725
0.6616	5.4990	2700	0.4607	0.1411	0.1741	0.1561	-1.0	-1.0	0.1554	0.3631	0.5007	0.5528	-1.0	-1.0	0.5528	0.1914	0.5476	0.0036	0.2793	0.2283	0.8314
1.5876	5.6008	2750	0.4688	0.1714	0.2055	0.1822	-1.0	-1.0	0.1853	0.426	0.5362	0.5845	-1.0	-1.0	0.5845	0.2096	0.6063	0.0069	0.3069	0.2976	0.8402
0.9064	5.7026	2800	0.4834	0.1512	0.1818	0.1695	-1.0	-1.0	0.1715	0.4667	0.5708	0.6274	-1.0	-1.0	0.6274	0.2307	0.6968	0.0076	0.3414	0.2153	0.8441
0.6631	5.8045	2850	0.4966	0.1668	0.2034	0.185	-1.0	-1.0	0.1879	0.4371	0.5178	0.5715	-1.0	-1.0	0.5715	0.2648	0.6349	0.0099	0.2483	0.2257	0.8314
2.0204	5.9063	2900	0.5232	0.1848	0.2317	0.1976	-1.0	-1.0	0.2007	0.4219	0.5219	0.5843	-1.0	-1.0	0.5843	0.3123	0.681	0.0237	0.3483	0.2183	0.7235
0.6208	6.0081	2950	0.4736	0.1749	0.2204	0.1895	-1.0	-1.0	0.1871	0.4238	0.5162	0.5837	-1.0	-1.0	0.5837	0.2772	0.646	0.016	0.3138	0.2315	0.7912
0.7104	6.1100	3000	0.4668	0.1787	0.2152	0.1945	-1.0	-1.0	0.1884	0.4139	0.5343	0.6019	-1.0	-1.0	0.6019	0.2652	0.6127	0.0075	0.3862	0.2635	0.8069
0.7477	6.2118	3050	0.5456	0.1533	0.1916	0.1728	-1.0	-1.0	0.1588	0.4022	0.5193	0.6083	-1.0	-1.0	0.6083	0.2289	0.5714	0.0248	0.4897	0.2062	0.7637
0.6839	6.3136	3100	0.5166	0.1163	0.1449	0.1254	-1.0	-1.0	0.1238	0.3623	0.5177	0.6251	-1.0	-1.0	0.6251	0.182	0.6349	0.0081	0.4552	0.1588	0.7853
1.0881	6.4155	3150	0.4868	0.1468	0.1806	0.1631	-1.0	-1.0	0.1538	0.3639	0.4961	0.5872	-1.0	-1.0	0.5872	0.201	0.5063	0.0072	0.4828	0.2324	0.7725
0.6136	6.5173	3200	0.5087	0.1154	0.1432	0.1284	-1.0	-1.0	0.1218	0.3638	0.5158	0.5888	-1.0	-1.0	0.5888	0.189	0.5794	0.0028	0.3724	0.1544	0.8147
0.7524	6.6191	3250	0.4734	0.153	0.1884	0.1643	-1.0	-1.0	0.1582	0.3827	0.509	0.6	-1.0	-1.0	0.6	0.2354	0.573	0.002	0.4034	0.2215	0.8235
0.6668	6.7210	3300	0.4848	0.1622	0.1973	0.1718	-1.0	-1.0	0.1668	0.3723	0.4999	0.591	-1.0	-1.0	0.591	0.2335	0.5127	0.0024	0.4172	0.2508	0.8431
0.6529	6.8228	3350	0.4945	0.117	0.1462	0.1282	-1.0	-1.0	0.1258	0.3225	0.4903	0.5723	-1.0	-1.0	0.5723	0.1648	0.5048	0.0032	0.3966	0.1829	0.8157
0.4778	6.9246	3400	0.5310	0.1211	0.1577	0.1307	-1.0	-1.0	0.1278	0.3232	0.4381	0.5086	-1.0	-1.0	0.5086	0.1466	0.481	0.0033	0.3379	0.2133	0.7069
0.6646	7.0265	3450	0.5276	0.125	0.1627	0.1357	-1.0	-1.0	0.1333	0.3163	0.43	0.5238	-1.0	-1.0	0.5238	0.1462	0.4508	0.0072	0.4	0.2216	0.7206
0.8104	7.1283	3500	0.5576	0.1225	0.1635	0.1285	-1.0	-1.0	0.132	0.3087	0.4179	0.511	-1.0	-1.0	0.511	0.1528	0.4603	0.007	0.4	0.2077	0.6725
0.801	7.2301	3550	0.5051	0.1465	0.1832	0.1588	-1.0	-1.0	0.1558	0.3237	0.4378	0.5166	-1.0	-1.0	0.5166	0.1797	0.4444	0.0098	0.3828	0.25	0.7225
0.5484	7.3320	3600	0.4944	0.1617	0.1932	0.1775	-1.0	-1.0	0.1667	0.3525	0.4632	0.5622	-1.0	-1.0	0.5622	0.2367	0.4841	0.0066	0.4241	0.2417	0.7784
0.5271	7.4338	3650	0.4661	0.1811	0.2237	0.1965	-1.0	-1.0	0.1862	0.3673	0.4609	0.5317	-1.0	-1.0	0.5317	0.2413	0.4635	0.011	0.3345	0.291	0.7971
0.4769	7.5356	3700	0.4799	0.206	0.2478	0.2217	-1.0	-1.0	0.2101	0.3542	0.4457	0.5043	-1.0	-1.0	0.5043	0.2343	0.427	0.014	0.3103	0.3699	0.7755
0.5822	7.6375	3750	0.4613	0.1984	0.2378	0.2212	-1.0	-1.0	0.2083	0.3518	0.4378	0.5114	-1.0	-1.0	0.5114	0.227	0.4413	0.0079	0.3448	0.3605	0.748
0.5706	7.7393	3800	0.4651	0.2286	0.2703	0.2447	-1.0	-1.0	0.2381	0.3655	0.452	0.5405	-1.0	-1.0	0.5405	0.2425	0.4714	0.013	0.4069	0.4301	0.7431
0.5366	7.8411	3850	0.4488	0.2597	0.3022	0.2783	-1.0	-1.0	0.266	0.4008	0.4565	0.5151	-1.0	-1.0	0.5151	0.3008	0.5254	0.0121	0.2897	0.4663	0.7304
0.3441	7.9430	3900	0.4445	0.2552	0.2979	0.2728	-1.0	-1.0	0.2594	0.4021	0.4654	0.5401	-1.0	-1.0	0.5401	0.3088	0.5524	0.0186	0.3345	0.4383	0.7333
0.3097	8.0448	3950	0.4632	0.2153	0.2686	0.2372	-1.0	-1.0	0.2228	0.3759	0.4661	0.5719	-1.0	-1.0	0.5719	0.2775	0.5635	0.0102	0.4207	0.3581	0.7314
0.5967	8.1466	4000	0.4446	0.2026	0.249	0.2207	-1.0	-1.0	0.2129	0.3703	0.4724	0.5804	-1.0	-1.0	0.5804	0.2722	0.5397	0.0129	0.4379	0.3227	0.7637
0.5614	8.2485	4050	0.4194	0.2358	0.2855	0.2567	-1.0	-1.0	0.2442	0.3982	0.4728	0.5751	-1.0	-1.0	0.5751	0.2696	0.4952	0.0156	0.4448	0.4222	0.7853
0.4889	8.3503	4100	0.4300	0.217	0.2592	0.2456	-1.0	-1.0	0.2235	0.394	0.4763	0.5915	-1.0	-1.0	0.5915	0.2868	0.5317	0.0051	0.4379	0.3592	0.8049
1.2673	8.4521	4150	0.4346	0.2151	0.2509	0.2369	-1.0	-1.0	0.2218	0.3905	0.482	0.5879	-1.0	-1.0	0.5879	0.2719	0.5222	0.0087	0.4552	0.3646	0.7863
0.6729	8.5540	4200	0.4171	0.2327	0.2748	0.255	-1.0	-1.0	0.2413	0.4106	0.4912	0.5866	-1.0	-1.0	0.5866	0.2814	0.5175	0.008	0.4207	0.4085	0.8216
0.7014	8.6558	4250	0.4043	0.2677	0.3162	0.3003	-1.0	-1.0	0.2748	0.4198	0.4855	0.5993	-1.0	-1.0	0.5993	0.3233	0.5222	0.0083	0.4552	0.4714	0.8206
0.7492	8.7576	4300	0.4004	0.2642	0.3078	0.2941	-1.0	-1.0	0.271	0.4279	0.5052	0.6121	-1.0	-1.0	0.6121	0.3225	0.5635	0.0066	0.4759	0.4634	0.7971
0.4239	8.8595	4350	0.4437	0.2589	0.3104	0.2932	-1.0	-1.0	0.266	0.3972	0.4808	0.5762	-1.0	-1.0	0.5762	0.2964	0.4873	0.0077	0.4483	0.4727	0.7931
0.5212	8.9613	4400	0.4309	0.2673	0.3196	0.2887	-1.0	-1.0	0.2705	0.4035	0.4836	0.5894	-1.0	-1.0	0.5894	0.3463	0.5333	0.0077	0.4966	0.4479	0.7382
0.8995	9.0631	4450	0.4414	0.2576	0.3093	0.2763	-1.0	-1.0	0.2595	0.4094	0.4847	0.5996	-1.0	-1.0	0.5996	0.3314	0.5508	0.017	0.5	0.4245	0.748
1.5476	9.1650	4500	0.4524	0.242	0.2912	0.2629	-1.0	-1.0	0.2489	0.4091	0.4879	0.5937	-1.0	-1.0	0.5937	0.3223	0.5556	0.0154	0.4931	0.3882	0.7324
0.7314	9.2668	4550	0.4297	0.2381	0.2907	0.2602	-1.0	-1.0	0.244	0.4097	0.501	0.5964	-1.0	-1.0	0.5964	0.3204	0.554	0.0224	0.5138	0.3715	0.7216
0.3865	9.3686	4600	0.4467	0.2645	0.314	0.2845	-1.0	-1.0	0.2701	0.4264	0.5071	0.6163	-1.0	-1.0	0.6163	0.3504	0.5905	0.02	0.4966	0.423	0.7618
0.3017	9.4705	4650	0.4504	0.282	0.3464	0.3033	-1.0	-1.0	0.2892	0.4396	0.5249	0.6318	-1.0	-1.0	0.6318	0.416	0.6921	0.0176	0.4897	0.4124	0.7137
0.7409	9.5723	4700	0.4369	0.301	0.356	0.3257	-1.0	-1.0	0.3071	0.4518	0.5085	0.6085	-1.0	-1.0	0.6085	0.4307	0.6571	0.0215	0.4724	0.4508	0.6961
1.5215	9.6741	4750	0.4673	0.3043	0.3455	0.3268	-1.0	-1.0	0.3056	0.4372	0.5032	0.6009	-1.0	-1.0	0.6009	0.4026	0.6095	0.0084	0.4862	0.5019	0.7069
0.3358	9.7760	4800	0.4813	0.3042	0.3514	0.3316	-1.0	-1.0	0.306	0.4493	0.4972	0.6007	-1.0	-1.0	0.6007	0.3894	0.5889	0.014	0.4828	0.5092	0.7304
0.9629	9.8778	4850	0.4473	0.3066	0.3599	0.3268	-1.0	-1.0	0.3105	0.4398	0.497	0.5878	-1.0	-1.0	0.5878	0.399	0.5984	0.0233	0.4552	0.4975	0.7098
0.524	9.9796	4900	0.4228	0.3062	0.3519	0.3275	-1.0	-1.0	0.3086	0.4226	0.4831	0.5544	-1.0	-1.0	0.5544	0.3748	0.554	0.0186	0.3897	0.5251	0.7196
0.6995	10.0815	4950	0.4831	0.2857	0.3441	0.318	-1.0	-1.0	0.2873	0.4042	0.4572	0.5353	-1.0	-1.0	0.5353	0.318	0.4825	0.0201	0.3724	0.5189	0.751
0.3898	10.1833	5000	0.4427	0.2371	0.2802	0.2588	-1.0	-1.0	0.2426	0.3619	0.4637	0.5534	-1.0	-1.0	0.5534	0.2811	0.4683	0.0103	0.4517	0.4199	0.7402
1.4225	10.2851	5050	0.4479	0.2618	0.3105	0.2844	-1.0	-1.0	0.2657	0.3895	0.4483	0.5483	-1.0	-1.0	0.5483	0.2747	0.4476	0.0189	0.4345	0.4917	0.7627
0.538	10.3870	5100	0.4383	0.2825	0.3342	0.3014	-1.0	-1.0	0.2861	0.3928	0.4584	0.5561	-1.0	-1.0	0.5561	0.288	0.4317	0.0161	0.4414	0.5432	0.7951
0.3099	10.4888	5150	0.4078	0.2763	0.3263	0.2933	-1.0	-1.0	0.2824	0.402	0.477	0.5678	-1.0	-1.0	0.5678	0.275	0.4556	0.0213	0.4517	0.5324	0.7961
0.4364	10.5906	5200	0.4022	0.287	0.3355	0.3045	-1.0	-1.0	0.2901	0.4022	0.4638	0.5534	-1.0	-1.0	0.5534	0.2937	0.473	0.0187	0.4	0.5487	0.7873
0.5209	10.6925	5250	0.4358	0.2923	0.3345	0.3092	-1.0	-1.0	0.2941	0.4067	0.463	0.5251	-1.0	-1.0	0.5251	0.2984	0.4571	0.0152	0.3759	0.5634	0.7422
0.3867	10.7943	5300	0.4289	0.2775	0.3189	0.2994	-1.0	-1.0	0.2802	0.3961	0.4691	0.5462	-1.0	-1.0	0.5462	0.2774	0.454	0.0131	0.4345	0.5419	0.75
0.6977	10.8961	5350	0.3995	0.2918	0.3262	0.3128	-1.0	-1.0	0.2926	0.4155	0.4672	0.5683	-1.0	-1.0	0.5683	0.3237	0.5032	0.012	0.4724	0.5398	0.7294
0.3935	10.9980	5400	0.4075	0.304	0.3499	0.3286	-1.0	-1.0	0.3054	0.4403	0.4865	0.6049	-1.0	-1.0	0.6049	0.3784	0.5921	0.017	0.4931	0.5166	0.7294
0.3714	11.0998	5450	0.4077	0.2963	0.3365	0.3237	-1.0	-1.0	0.2983	0.4231	0.4831	0.6061	-1.0	-1.0	0.6061	0.3805	0.5873	0.0091	0.531	0.4992	0.7
1.6946	11.2016	5500	0.4363	0.3013	0.3373	0.3221	-1.0	-1.0	0.3021	0.4214	0.4836	0.5916	-1.0	-1.0	0.5916	0.3619	0.5571	0.0071	0.5069	0.5349	0.7108
0.329	11.3035	5550	0.4442	0.2945	0.3349	0.3152	-1.0	-1.0	0.2964	0.3984	0.4753	0.5868	-1.0	-1.0	0.5868	0.3299	0.5333	0.0164	0.5103	0.5373	0.7167
0.6864	11.4053	5600	0.4718	0.2981	0.3363	0.3213	-1.0	-1.0	0.3016	0.4057	0.466	0.5568	-1.0	-1.0	0.5568	0.3361	0.5159	0.0082	0.4241	0.5501	0.7304
0.5806	11.5071	5650	0.4585	0.2923	0.333	0.313	-1.0	-1.0	0.2993	0.3925	0.4592	0.5627	-1.0	-1.0	0.5627	0.3377	0.519	0.0069	0.4621	0.5323	0.7069
0.4736	11.6090	5700	0.4330	0.2974	0.3369	0.3147	-1.0	-1.0	0.302	0.3923	0.4525	0.5617	-1.0	-1.0	0.5617	0.3266	0.4873	0.0165	0.4655	0.549	0.7324
0.633	11.7108	5750	0.4385	0.2962	0.3312	0.3188	-1.0	-1.0	0.3	0.3825	0.4397	0.5478	-1.0	-1.0	0.5478	0.3222	0.4794	0.0076	0.4552	0.5588	0.7088
1.298	11.8126	5800	0.4444	0.3013	0.3393	0.323	-1.0	-1.0	0.3038	0.4001	0.4537	0.5502	-1.0	-1.0	0.5502	0.3416	0.5063	0.0096	0.4414	0.5528	0.7029
0.8351	11.9145	5850	0.4634	0.3017	0.3379	0.324	-1.0	-1.0	0.3082	0.3907	0.4491	0.5365	-1.0	-1.0	0.5365	0.3151	0.4746	0.0088	0.4034	0.5812	0.7314
1.0177	12.0163	5900	0.4514	0.3039	0.334	0.3228	-1.0	-1.0	0.3096	0.4035	0.4511	0.5477	-1.0	-1.0	0.5477	0.3202	0.4841	0.0064	0.4207	0.5853	0.7382
1.3682	12.1181	5950	0.4470	0.3057	0.3383	0.3269	-1.0	-1.0	0.3108	0.4154	0.4693	0.5624	-1.0	-1.0	0.5624	0.311	0.454	0.0069	0.4724	0.5993	0.7608
0.8238	12.2200	6000	0.4072	0.2973	0.327	0.3156	-1.0	-1.0	0.3013	0.3962	0.4594	0.5594	-1.0	-1.0	0.5594	0.3261	0.4698	0.0069	0.4828	0.5588	0.7255
0.6402	12.3218	6050	0.4230	0.3007	0.3494	0.3217	-1.0	-1.0	0.3043	0.3922	0.4391	0.5483	-1.0	-1.0	0.5483	0.3108	0.4333	0.0178	0.4793	0.5735	0.7324
0.537	12.4236	6100	0.4037	0.3244	0.3624	0.347	-1.0	-1.0	0.3287	0.4309	0.4829	0.5771	-1.0	-1.0	0.5771	0.3955	0.5698	0.0125	0.4448	0.5652	0.7167
0.4765	12.5255	6150	0.4080	0.33	0.3676	0.3505	-1.0	-1.0	0.3343	0.4206	0.4785	0.5532	-1.0	-1.0	0.5532	0.3935	0.5667	0.0143	0.3655	0.5821	0.7275
1.7486	12.6273	6200	0.4253	0.3357	0.3728	0.3523	-1.0	-1.0	0.3413	0.4408	0.4794	0.5461	-1.0	-1.0	0.5461	0.4151	0.5984	0.0193	0.3103	0.5726	0.7294
0.3369	12.7291	6250	0.4018	0.3303	0.3768	0.3485	-1.0	-1.0	0.3348	0.4193	0.4688	0.5343	-1.0	-1.0	0.5343	0.3943	0.5667	0.0199	0.3207	0.5766	0.7157
0.4465	12.8310	6300	0.4211	0.3166	0.3477	0.3357	-1.0	-1.0	0.3214	0.4098	0.4517	0.5413	-1.0	-1.0	0.5413	0.3691	0.5286	0.0099	0.3759	0.5709	0.7196
0.3394	12.9328	6350	0.4136	0.3198	0.3612	0.3356	-1.0	-1.0	0.3227	0.408	0.4577	0.5278	-1.0	-1.0	0.5278	0.3652	0.5111	0.0218	0.3448	0.5725	0.7275
0.4738	13.0346	6400	0.4102	0.3177	0.3612	0.3376	-1.0	-1.0	0.3228	0.4211	0.4689	0.5562	-1.0	-1.0	0.5562	0.3793	0.5492	0.0165	0.3862	0.5573	0.7333
1.1177	13.1365	6450	0.3955	0.311	0.3477	0.3333	-1.0	-1.0	0.3149	0.414	0.4836	0.5618	-1.0	-1.0	0.5618	0.3778	0.5667	0.0124	0.4	0.5427	0.7186
0.4671	13.2383	6500	0.3912	0.3208	0.3562	0.3411	-1.0	-1.0	0.3235	0.4182	0.4794	0.5495	-1.0	-1.0	0.5495	0.3871	0.5492	0.017	0.3759	0.5584	0.7235
0.4744	13.3401	6550	0.3923	0.3147	0.3527	0.3375	-1.0	-1.0	0.3184	0.4197	0.4639	0.5525	-1.0	-1.0	0.5525	0.3776	0.5476	0.0109	0.3862	0.5555	0.7235
0.5302	13.4420	6600	0.3963	0.3306	0.3744	0.3502	-1.0	-1.0	0.3364	0.4402	0.4883	0.5607	-1.0	-1.0	0.5607	0.4113	0.6063	0.0178	0.3483	0.5627	0.7275
0.3128	13.5438	6650	0.3925	0.3071	0.3531	0.3291	-1.0	-1.0	0.3108	0.4132	0.4631	0.5608	-1.0	-1.0	0.5608	0.3564	0.519	0.026	0.4517	0.5388	0.7118
0.3991	13.6456	6700	0.3757	0.3115	0.3548	0.3292	-1.0	-1.0	0.315	0.4058	0.4678	0.5529	-1.0	-1.0	0.5529	0.3718	0.5222	0.0191	0.4207	0.5435	0.7157
0.4445	13.7475	6750	0.3741	0.3134	0.3565	0.3357	-1.0	-1.0	0.3174	0.4255	0.4833	0.5707	-1.0	-1.0	0.5707	0.3946	0.581	0.018	0.431	0.5274	0.7
0.3567	13.8493	6800	0.3990	0.3027	0.3473	0.3238	-1.0	-1.0	0.3079	0.4061	0.465	0.5409	-1.0	-1.0	0.5409	0.3903	0.5841	0.0174	0.369	0.5003	0.6696
0.4034	13.9511	6850	0.3865	0.3056	0.348	0.3279	-1.0	-1.0	0.3117	0.4194	0.4654	0.5516	-1.0	-1.0	0.5516	0.3961	0.5873	0.0159	0.3862	0.5049	0.6814
0.5333	14.0530	6900	0.3983	0.3128	0.3539	0.3331	-1.0	-1.0	0.3159	0.4222	0.4709	0.5709	-1.0	-1.0	0.5709	0.4218	0.6238	0.0165	0.431	0.5001	0.6578
0.7354	14.1548	6950	0.4141	0.3272	0.372	0.3492	-1.0	-1.0	0.3285	0.4241	0.4748	0.5782	-1.0	-1.0	0.5782	0.4271	0.6079	0.0103	0.4552	0.5441	0.6716
1.6592	14.2566	7000	0.3964	0.3168	0.3669	0.332	-1.0	-1.0	0.3187	0.4248	0.4698	0.5514	-1.0	-1.0	0.5514	0.4006	0.5825	0.0296	0.4138	0.5203	0.6578
0.6544	14.3585	7050	0.4193	0.2988	0.3352	0.3178	-1.0	-1.0	0.3063	0.4099	0.4889	0.5591	-1.0	-1.0	0.5591	0.3766	0.5952	0.015	0.4172	0.5047	0.6647
0.5879	14.4603	7100	0.4189	0.2819	0.3277	0.2934	-1.0	-1.0	0.2917	0.3982	0.4751	0.5659	-1.0	-1.0	0.5659	0.3546	0.5778	0.0216	0.4897	0.4694	0.6304
0.9165	14.5621	7150	0.3850	0.298	0.3386	0.3164	-1.0	-1.0	0.3051	0.4053	0.4772	0.5795	-1.0	-1.0	0.5795	0.3774	0.5952	0.0191	0.5	0.4977	0.6431
0.4671	14.6640	7200	0.4131	0.2873	0.3272	0.3003	-1.0	-1.0	0.2908	0.3774	0.4611	0.5565	-1.0	-1.0	0.5565	0.371	0.5825	0.0109	0.4517	0.4799	0.6353
0.3135	14.7658	7250	0.3958	0.3117	0.357	0.3311	-1.0	-1.0	0.3136	0.4233	0.4766	0.5582	-1.0	-1.0	0.5582	0.3805	0.5651	0.0177	0.4172	0.537	0.6922
0.2984	14.8676	7300	0.4165	0.2985	0.3395	0.3232	-1.0	-1.0	0.2995	0.4044	0.4586	0.5298	-1.0	-1.0	0.5298	0.3353	0.4905	0.0154	0.3931	0.5447	0.7059
0.5092	14.9695	7350	0.4012	0.3097	0.3525	0.3261	-1.0	-1.0	0.3108	0.4195	0.4751	0.5544	-1.0	-1.0	0.5544	0.3381	0.4952	0.0212	0.4414	0.5697	0.7265
0.5818	15.0713	7400	0.4022	0.323	0.3556	0.3451	-1.0	-1.0	0.325	0.4258	0.4885	0.569	-1.0	-1.0	0.569	0.3931	0.5794	0.0113	0.4138	0.5648	0.7137
0.6533	15.1731	7450	0.3960	0.3241	0.3741	0.3378	-1.0	-1.0	0.3257	0.4284	0.4922	0.5554	-1.0	-1.0	0.5554	0.3926	0.5746	0.0229	0.3828	0.5567	0.7088
0.6955	15.2749	7500	0.4087	0.3219	0.3635	0.3385	-1.0	-1.0	0.3243	0.4285	0.4747	0.554	-1.0	-1.0	0.554	0.3785	0.5619	0.0271	0.4	0.5602	0.7
0.8639	15.3768	7550	0.3846	0.3315	0.3748	0.3533	-1.0	-1.0	0.3325	0.4372	0.4959	0.5614	-1.0	-1.0	0.5614	0.4088	0.5841	0.0225	0.4	0.563	0.7
1.3757	15.4786	7600	0.3801	0.325	0.3725	0.3428	-1.0	-1.0	0.3261	0.423	0.4748	0.5633	-1.0	-1.0	0.5633	0.3912	0.5651	0.0261	0.4414	0.5575	0.6833
0.3398	15.5804	7650	0.3954	0.3275	0.3848	0.3504	-1.0	-1.0	0.3278	0.426	0.4721	0.556	-1.0	-1.0	0.556	0.3895	0.5587	0.0312	0.4103	0.5619	0.699
0.3513	15.6823	7700	0.3872	0.3471	0.4016	0.3683	-1.0	-1.0	0.3472	0.4347	0.4777	0.5524	-1.0	-1.0	0.5524	0.4352	0.5952	0.0259	0.369	0.5801	0.6931
0.3229	15.7841	7750	0.3868	0.345	0.3949	0.365	-1.0	-1.0	0.345	0.4324	0.4707	0.5523	-1.0	-1.0	0.5523	0.4224	0.5698	0.0252	0.3862	0.5875	0.701
0.4801	15.8859	7800	0.3777	0.3469	0.3939	0.3674	-1.0	-1.0	0.3469	0.4322	0.4742	0.5558	-1.0	-1.0	0.5558	0.4443	0.5968	0.0232	0.3862	0.5731	0.6843
0.435	15.9878	7850	0.3780	0.341	0.396	0.3624	-1.0	-1.0	0.341	0.4307	0.4605	0.5433	-1.0	-1.0	0.5433	0.4309	0.581	0.0234	0.3655	0.5687	0.6833
0.7239	16.0896	7900	0.3660	0.3447	0.3955	0.3645	-1.0	-1.0	0.3456	0.425	0.4812	0.5628	-1.0	-1.0	0.5628	0.4352	0.581	0.0207	0.4172	0.5782	0.6902
1.2456	16.1914	7950	0.3725	0.3472	0.3957	0.3688	-1.0	-1.0	0.3479	0.4266	0.4852	0.5588	-1.0	-1.0	0.5588	0.4215	0.5524	0.0158	0.3966	0.6044	0.7275
0.2957	16.2933	8000	0.3768	0.3507	0.4022	0.3706	-1.0	-1.0	0.3508	0.4378	0.4779	0.5526	-1.0	-1.0	0.5526	0.4157	0.5397	0.0236	0.3759	0.6127	0.7422
0.4006	16.3951	8050	0.3907	0.3475	0.3892	0.3687	-1.0	-1.0	0.3475	0.4274	0.476	0.5599	-1.0	-1.0	0.5599	0.4305	0.5651	0.0158	0.3931	0.5961	0.7216
0.4983	16.4969	8100	0.3968	0.3424	0.3891	0.3656	-1.0	-1.0	0.3425	0.4373	0.479	0.5618	-1.0	-1.0	0.5618	0.4233	0.5746	0.019	0.4069	0.5849	0.7039
0.2923	16.5988	8150	0.3845	0.3447	0.3961	0.3655	-1.0	-1.0	0.3447	0.4211	0.4838	0.5712	-1.0	-1.0	0.5712	0.4258	0.5762	0.0234	0.4345	0.585	0.7029
0.84	16.7006	8200	0.3824	0.3363	0.3864	0.3554	-1.0	-1.0	0.3363	0.4302	0.4862	0.569	-1.0	-1.0	0.569	0.4107	0.5635	0.0244	0.4483	0.5738	0.6951
0.2858	16.8024	8250	0.3763	0.333	0.3824	0.3473	-1.0	-1.0	0.3332	0.4283	0.4733	0.5618	-1.0	-1.0	0.5618	0.4072	0.554	0.0287	0.4414	0.5629	0.6902
0.4264	16.9043	8300	0.3812	0.3304	0.3742	0.3496	-1.0	-1.0	0.3311	0.4134	0.4662	0.5397	-1.0	-1.0	0.5397	0.4157	0.5556	0.0241	0.3931	0.5515	0.6706
0.3899	17.0061	8350	0.3761	0.3397	0.3917	0.354	-1.0	-1.0	0.3406	0.4323	0.4779	0.5549	-1.0	-1.0	0.5549	0.4234	0.5714	0.0333	0.4138	0.5625	0.6794
0.5517	17.1079	8400	0.3705	0.3284	0.3807	0.343	-1.0	-1.0	0.329	0.4243	0.4733	0.5515	-1.0	-1.0	0.5515	0.4095	0.5524	0.0308	0.4138	0.5448	0.6882
0.544	17.2098	8450	0.3792	0.336	0.3857	0.3524	-1.0	-1.0	0.3368	0.4312	0.4852	0.5726	-1.0	-1.0	0.5726	0.4437	0.6127	0.0233	0.4414	0.541	0.6637
0.3121	17.3116	8500	0.3753	0.332	0.3765	0.3514	-1.0	-1.0	0.3329	0.4281	0.4854	0.5728	-1.0	-1.0	0.5728	0.4091	0.5524	0.0207	0.4621	0.5662	0.7039
0.3784	17.4134	8550	0.3753	0.3253	0.3734	0.346	-1.0	-1.0	0.3262	0.4168	0.4705	0.5613	-1.0	-1.0	0.5613	0.4143	0.5524	0.0272	0.4552	0.5346	0.6765
0.5904	17.5153	8600	0.3805	0.3321	0.3801	0.3479	-1.0	-1.0	0.333	0.4223	0.4804	0.57	-1.0	-1.0	0.57	0.4165	0.5524	0.0239	0.4655	0.5559	0.6922
0.9018	17.6171	8650	0.3653	0.3388	0.383	0.356	-1.0	-1.0	0.3396	0.4253	0.4848	0.563	-1.0	-1.0	0.563	0.4224	0.554	0.0234	0.431	0.5708	0.7039
0.5026	17.7189	8700	0.3699	0.3383	0.39	0.3527	-1.0	-1.0	0.3388	0.4107	0.4615	0.5512	-1.0	-1.0	0.5512	0.418	0.5397	0.0297	0.4276	0.5671	0.6863
0.4129	17.8208	8750	0.3559	0.3404	0.3899	0.3565	-1.0	-1.0	0.3407	0.417	0.4661	0.5523	-1.0	-1.0	0.5523	0.4173	0.5397	0.0274	0.4241	0.5766	0.6931
1.2525	17.9226	8800	0.3814	0.344	0.3841	0.364	-1.0	-1.0	0.344	0.4183	0.4756	0.5572	-1.0	-1.0	0.5572	0.4258	0.554	0.018	0.4069	0.5882	0.7108
0.8418	18.0244	8850	0.3730	0.3514	0.4029	0.3701	-1.0	-1.0	0.3514	0.4266	0.4815	0.5654	-1.0	-1.0	0.5654	0.4392	0.5651	0.0306	0.4241	0.5845	0.7069
0.495	18.1263	8900	0.3763	0.3444	0.3905	0.3612	-1.0	-1.0	0.3444	0.4186	0.4725	0.5656	-1.0	-1.0	0.5656	0.4318	0.554	0.0277	0.4517	0.5736	0.6912
0.36	18.2281	8950	0.3530	0.3521	0.4019	0.368	-1.0	-1.0	0.3521	0.4288	0.482	0.5705	-1.0	-1.0	0.5705	0.4369	0.5683	0.0334	0.4414	0.5861	0.702
0.4354	18.3299	9000	0.3601	0.3503	0.4012	0.3664	-1.0	-1.0	0.3503	0.4312	0.4799	0.5787	-1.0	-1.0	0.5787	0.4436	0.581	0.0306	0.4621	0.5767	0.6931
0.5433	18.4318	9050	0.3590	0.3488	0.3922	0.3697	-1.0	-1.0	0.349	0.4301	0.4779	0.6067	-1.0	-1.0	0.6067	0.4526	0.5968	0.0203	0.5379	0.5736	0.6853
0.6011	18.5336	9100	0.3560	0.3511	0.4051	0.3698	-1.0	-1.0	0.3515	0.4314	0.4811	0.6133	-1.0	-1.0	0.6133	0.4526	0.5968	0.0289	0.5586	0.5717	0.6843
0.2583	18.6354	9150	0.3576	0.3511	0.4031	0.3684	-1.0	-1.0	0.3514	0.4279	0.4781	0.6068	-1.0	-1.0	0.6068	0.4429	0.581	0.031	0.5483	0.5794	0.6912
0.5591	18.7373	9200	0.3600	0.3502	0.4005	0.3676	-1.0	-1.0	0.3503	0.4289	0.481	0.6006	-1.0	-1.0	0.6006	0.4438	0.581	0.0291	0.5345	0.5778	0.6863
0.4953	18.8391	9250	0.3594	0.3566	0.4109	0.3753	-1.0	-1.0	0.3566	0.4336	0.4857	0.6063	-1.0	-1.0	0.6063	0.459	0.5968	0.0304	0.531	0.5804	0.6912
0.4214	18.9409	9300	0.3589	0.3629	0.4123	0.3825	-1.0	-1.0	0.363	0.4404	0.4896	0.616	-1.0	-1.0	0.616	0.4711	0.6111	0.0314	0.5379	0.5863	0.699
0.3492	19.0428	9350	0.3619	0.3687	0.4228	0.385	-1.0	-1.0	0.3687	0.4475	0.5016	0.6258	-1.0	-1.0	0.6258	0.4855	0.6286	0.0326	0.5448	0.588	0.7039
0.2945	19.1446	9400	0.3604	0.3687	0.4216	0.3893	-1.0	-1.0	0.3687	0.4473	0.5009	0.6273	-1.0	-1.0	0.6273	0.4842	0.6238	0.0331	0.5552	0.5886	0.7029
0.4994	19.2464	9450	0.3693	0.3645	0.4175	0.3822	-1.0	-1.0	0.3645	0.4383	0.4914	0.596	-1.0	-1.0	0.596	0.4677	0.5968	0.0347	0.4862	0.5911	0.7049
0.6958	19.3483	9500	0.3723	0.367	0.4224	0.3906	-1.0	-1.0	0.367	0.4442	0.4995	0.6076	-1.0	-1.0	0.6076	0.475	0.6095	0.0348	0.5034	0.5913	0.7098
1.15	19.4501	9550	0.3687	0.3686	0.424	0.393	-1.0	-1.0	0.3686	0.446	0.5074	0.5925	-1.0	-1.0	0.5925	0.4795	0.6095	0.0256	0.4483	0.6008	0.7196
0.2574	19.5519	9600	0.3728	0.3677	0.4216	0.3886	-1.0	-1.0	0.3677	0.4432	0.5001	0.5851	-1.0	-1.0	0.5851	0.4751	0.5984	0.0244	0.4345	0.6036	0.7225
0.6085	19.6538	9650	0.3694	0.37	0.4247	0.3921	-1.0	-1.0	0.37	0.4478	0.5026	0.5923	-1.0	-1.0	0.5923	0.4797	0.6095	0.0263	0.4448	0.6041	0.7225
0.5051	19.7556	9700	0.3746	0.3675	0.4224	0.3897	-1.0	-1.0	0.3676	0.4438	0.4982	0.5856	-1.0	-1.0	0.5856	0.4792	0.6095	0.0257	0.4345	0.5976	0.7127
0.9448	19.8574	9750	0.3722	0.3666	0.4219	0.3883	-1.0	-1.0	0.3666	0.4438	0.5005	0.5948	-1.0	-1.0	0.5948	0.478	0.6095	0.0249	0.4621	0.5968	0.7127
0.4886	19.9593	9800	0.3704	0.3673	0.4248	0.3885	-1.0	-1.0	0.3673	0.4389	0.5011	0.6011	-1.0	-1.0	0.6011	0.4772	0.6111	0.0256	0.4793	0.599	0.7127
0.1613	20.0611	9850	0.3702	0.3704	0.4271	0.3914	-1.0	-1.0	0.3704	0.4433	0.5049	0.5934	-1.0	-1.0	0.5934	0.478	0.6095	0.0264	0.4483	0.6067	0.7225
0.3438	20.1629	9900	0.3700	0.3701	0.428	0.3914	-1.0	-1.0	0.3701	0.4419	0.5035	0.5931	-1.0	-1.0	0.5931	0.4787	0.6095	0.0258	0.4483	0.6057	0.7216
0.6573	20.2648	9950	0.3702	0.37	0.4245	0.3912	-1.0	-1.0	0.37	0.4491	0.5049	0.5934	-1.0	-1.0	0.5934	0.4783	0.6095	0.0253	0.4483	0.6063	0.7225
0.5515	20.3666	10000	0.3703	0.3703	0.4284	0.3912	-1.0	-1.0	0.3703	0.4491	0.5038	0.5934	-1.0	-1.0	0.5934	0.4782	0.6095	0.0261	0.4483	0.6064	0.7225

Framework versions

Transformers 4.51.3
Pytorch 2.7.0+cu126
Datasets 3.5.0
Tokenizers 0.21.1

Task: Object Detection
Library: transformers
Type: detr
License: apache-2.0
Created: Apr 25, 2025
Updated: Apr 28, 2025