segformer-b0-finetuned-segments-sidewalk-oct-22

This model is a fine-tuned version of nvidia/mit-b0 on the segments/sidewalk-semantic dataset. It achieves the following results on the evaluation set:

Loss: 0.5377
Mean Iou: 0.3294
Mean Accuracy: 0.3894
Overall Accuracy: 0.8744
Accuracy Unlabeled: nan
Accuracy Flat-road: 0.8672
Accuracy Flat-sidewalk: 0.9561
Accuracy Flat-crosswalk: 0.5443
Accuracy Flat-cyclinglane: 0.8825
Accuracy Flat-parkingdriveway: 0.4764
Accuracy Flat-railtrack: nan
Accuracy Flat-curb: 0.6080
Accuracy Human-person: 0.7587
Accuracy Human-rider: 0.0003
Accuracy Vehicle-car: 0.9520
Accuracy Vehicle-truck: 0.0
Accuracy Vehicle-bus: 0.0
Accuracy Vehicle-tramtrain: 0.0
Accuracy Vehicle-motorcycle: 0.0
Accuracy Vehicle-bicycle: 0.7720
Accuracy Vehicle-caravan: 0.0
Accuracy Vehicle-cartrailer: 0.0
Accuracy Construction-building: 0.8864
Accuracy Construction-door: 0.1448
Accuracy Construction-wall: 0.6117
Accuracy Construction-fenceguardrail: 0.5498
Accuracy Construction-bridge: 0.0
Accuracy Construction-tunnel: 0.0
Accuracy Construction-stairs: 0.0184
Accuracy Object-pole: 0.3720
Accuracy Object-trafficsign: 0.1393
Accuracy Object-trafficlight: 0.0
Accuracy Nature-vegetation: 0.9420
Accuracy Nature-terrain: 0.8943
Accuracy Sky: 0.9742
Accuracy Void-ground: 0.0
Accuracy Void-dynamic: 0.1035
Accuracy Void-static: 0.3968
Accuracy Void-unclear: 0.0
Iou Unlabeled: nan
Iou Flat-road: 0.7609
Iou Flat-sidewalk: 0.8785
Iou Flat-crosswalk: 0.4685
Iou Flat-cyclinglane: 0.7951
Iou Flat-parkingdriveway: 0.3832
Iou Flat-railtrack: nan
Iou Flat-curb: 0.4872
Iou Human-person: 0.5666
Iou Human-rider: 0.0003
Iou Vehicle-car: 0.8463
Iou Vehicle-truck: 0.0
Iou Vehicle-bus: 0.0
Iou Vehicle-tramtrain: 0.0
Iou Vehicle-motorcycle: 0.0
Iou Vehicle-bicycle: 0.4886
Iou Vehicle-caravan: 0.0
Iou Vehicle-cartrailer: 0.0
Iou Construction-building: 0.7428
Iou Construction-door: 0.1408
Iou Construction-wall: 0.4935
Iou Construction-fenceguardrail: 0.4584
Iou Construction-bridge: 0.0
Iou Construction-tunnel: 0.0
Iou Construction-stairs: 0.0182
Iou Object-pole: 0.2924
Iou Object-trafficsign: 0.1316
Iou Object-trafficlight: 0.0
Iou Nature-vegetation: 0.8752
Iou Nature-terrain: 0.7532
Iou Sky: 0.9292
Iou Void-ground: 0.0
Iou Void-dynamic: 0.0875
Iou Void-static: 0.2718
Iou Void-unclear: 0.0

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: 6e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 25

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Accuracy Unlabeled	Accuracy Flat-road	Accuracy Flat-sidewalk	Accuracy Flat-crosswalk	Accuracy Flat-cyclinglane	Accuracy Flat-parkingdriveway	Accuracy Flat-railtrack	Accuracy Flat-curb	Accuracy Human-person	Accuracy Human-rider	Accuracy Vehicle-car	Accuracy Vehicle-truck	Accuracy Vehicle-bus	Accuracy Vehicle-motorcycle	Accuracy Vehicle-bicycle	Accuracy Construction-building	Accuracy Construction-door	Accuracy Construction-wall	Accuracy Construction-fenceguardrail	Accuracy Construction-bridge	Accuracy Construction-stairs	Accuracy Object-pole	Accuracy Object-trafficsign	Accuracy Nature-vegetation	Accuracy Nature-terrain	Accuracy Sky	Accuracy Void-ground	Accuracy Void-dynamic	Accuracy Void-static	Iou Unlabeled	Iou Flat-road	Iou Flat-sidewalk	Iou Flat-crosswalk	Iou Flat-cyclinglane	Iou Flat-parkingdriveway	Iou Flat-railtrack	Iou Flat-curb	Iou Human-person	Iou Human-rider	Iou Vehicle-car	Iou Vehicle-truck	Iou Vehicle-bus	Iou Vehicle-motorcycle	Iou Vehicle-bicycle	Iou Construction-building	Iou Construction-door	Iou Construction-wall	Iou Construction-fenceguardrail	Iou Construction-bridge	Iou Construction-stairs	Iou Object-pole	Iou Object-trafficsign	Iou Nature-vegetation	Iou Nature-terrain	Iou Sky	Iou Void-ground	Iou Void-dynamic	Iou Void-static
3.1589	0.05	20	3.2555	0.0808	0.1366	0.5676	nan	0.0894	0.9475	0.0	0.0535	0.0471	nan	0.0058	0.0158	0.0	0.8346	0.0122	0.0007	0.0030	0.0	0.2502	0.0	0.0093	0.0	0.0142	0.0003	0.0019	0.0091	0.8382	0.1789	0.7835	0.0	0.4107	0.0029	0.0	0.0860	0.6144	0.0	0.0436	0.0236	0.0	0.0049	0.0156	0.0	0.4141	0.0017	0.0001	0.0001	0.0	0.2244	0.0	0.0091	0.0	0.0004	0.0002	0.0018	0.0015	0.6606	0.1510	0.5593	0.0	0.0120	0.0025
2.8272	0.1	40	2.5988	0.0931	0.1466	0.6408	nan	0.4778	0.9158	0.0	0.0274	0.0453	nan	0.0045	0.0001	0.0	0.9189	0.0	0.0	0.0	0.0	0.5943	0.0	0.0173	0.0	0.0	0.0	0.0004	0.0	0.9661	0.0382	0.7900	0.0	0.0378	0.0047	0.0	0.3290	0.6880	0.0	0.0257	0.0349	0.0	0.0043	0.0001	0.0	0.4562	0.0	0.0	0.0	0.0	0.4456	0.0	0.0170	0.0	0.0	0.0	0.0004	0.0	0.6088	0.0355	0.5967	0.0	0.0133	0.0042
2.7516	0.15	60	2.0579	0.1064	0.1570	0.6708	nan	0.5647	0.9382	0.0	0.0046	0.0055	nan	0.0023	0.0	0.0	0.9423	0.0	0.0	0.0	0.0	0.6763	0.0	0.0218	0.0	0.0	0.0	0.0	0.0	0.9494	0.2110	0.8658	0.0	0.0	0.0006	0.0	0.3603	0.7115	0.0	0.0046	0.0053	nan	0.0023	0.0	0.0	0.4596	0.0	0.0	0.0	0.0	0.4736	0.0	0.0216	0.0	0.0	0.0	0.0	0.0	0.6733	0.1825	0.7238	0.0	0.0	0.0006
2.1716	0.2	80	1.8967	0.1111	0.1584	0.6761	nan	0.6400	0.9161	0.0	0.0038	0.0019	nan	0.0019	0.0	0.0	0.9137	0.0	0.0	0.0	0.0	0.7743	0.0	0.0064	0.0	0.0	0.0	0.0	0.0	0.9613	0.1430	0.8650	0.0	0.0	0.0001	nan	0.3665	0.7346	0.0	0.0038	0.0018	nan	0.0019	0.0	0.0	0.5048	0.0	0.0	0.0	0.0	0.5011	0.0	0.0063	0.0	0.0	0.0	0.0	0.0	0.6669	0.1264	0.7505	0.0	0.0	0.0001
2.0337	0.25	100	1.7327	0.1278	0.1748	0.7052	nan	0.7184	0.9325	0.0	0.0003	0.0001	nan	0.0002	0.0	0.0	0.9096	0.0	0.0	0.0	0.0	0.7799	0.0	0.0020	0.0	0.0	0.0	0.0	0.0	0.9142	0.6221	0.8874	0.0	0.0	0.0000	nan	0.3939	0.7475	0.0	0.0003	0.0001	nan	0.0002	0.0	0.0	0.5720	0.0	0.0	0.0	0.0	0.5128	0.0	0.0020	0.0	0.0	0.0	0.0	0.0	0.7426	0.4596	0.7847	0.0	0.0	0.0000
1.822	0.3	120	1.6091	0.1254	0.1690	0.7016	nan	0.6343	0.9514	0.0	0.0030	0.0021	nan	0.0000	0.0	0.0	0.8825	0.0	0.0	0.0	0.0	0.8076	0.0	0.0008	0.0	0.0	0.0	0.0	0.0	0.9441	0.4522	0.8982	0.0	0.0	0.0	nan	0.3909	0.7269	0.0	0.0030	0.0021	nan	0.0000	0.0	0.0	0.6099	0.0	0.0	0.0	0.0	0.5121	0.0	0.0008	0.0	0.0	0.0	0.0	0.0	0.7290	0.3679	0.7951	0.0	0.0	0.0
1.6747	0.35	140	1.5569	0.1315	0.1798	0.7116	nan	0.7579	0.9252	0.0	0.0071	0.0007	nan	0.0002	0.0	0.0	0.9144	0.0	0.0	0.0	0.0	0.8499	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.8810	0.7137	0.8834	0.0	0.0	0.0	nan	0.4095	0.7537	0.0	0.0071	0.0007	nan	0.0002	0.0	0.0	0.5569	0.0	0.0	0.0	0.0	0.5141	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.7678	0.5290	0.8015	0.0	0.0	0.0
1.6973	0.4	160	1.4707	0.1329	0.1806	0.7110	nan	0.8453	0.8829	0.0	0.0098	0.0005	nan	0.0001	0.0	0.0	0.8790	0.0	0.0	0.0	0.0	0.8483	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.9262	0.6670	0.9017	0.0	0.0	0.0	nan	0.4016	0.7623	0.0	0.0098	0.0005	nan	0.0001	0.0	0.0	0.5963	0.0	0.0	0.0	0.0	0.5223	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.7668	0.5316	0.7956	0.0	0.0	0.0
2.5665	0.45	180	1.3116	0.1361	0.1831	0.7200	nan	0.8072	0.9070	0.0	0.0463	0.0001	nan	0.0000	0.0	0.0	0.9047	0.0	0.0	0.0	0.0	0.8398	0.0	0.0012	0.0	0.0	0.0	0.0	0.0	0.9291	0.7051	0.9007	0.0	0.0	0.0	nan	0.4062	0.7721	0.0	0.0462	0.0001	nan	0.0000	0.0	0.0	0.6134	0.0	0.0	0.0	0.0	0.5373	0.0	0.0012	0.0	0.0	0.0	0.0	0.0	0.7643	0.5449	0.8061	0.0	0.0	0.0
1.5414	0.5	200	1.2856	0.1375	0.1849	0.7252	nan	0.8500	0.9124	0.0	0.0347	0.0001	nan	0.0	0.0	0.0	0.8876	0.0	0.0	0.0	0.0	0.8244	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.9210	0.7567	0.9138	0.0	0.0	0.0	nan	0.4236	0.7838	0.0	0.0346	0.0001	nan	0.0	0.0	0.0	0.6320	0.0	0.0	0.0	0.0	0.5393	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.7641	0.5579	0.8034	0.0	0.0	0.0
1.4118	0.55	220	1.2256	0.1400	0.1861	0.7321	nan	0.7872	0.9368	0.0	0.1241	0.0010	nan	0.0001	0.0	0.0	0.8942	0.0	0.0	0.0	0.0	0.8275	0.0	0.0006	0.0	0.0	0.0	0.0	0.0	0.9226	0.7405	0.9073	0.0	0.0	0.0	nan	0.4435	0.7747	0.0	0.1231	0.0010	nan	0.0001	0.0	0.0	0.6098	0.0	0.0	0.0	0.0	0.5493	0.0	0.0006	0.0	0.0	0.0	0.0	0.0	0.7584	0.5483	0.8111	0.0	0.0	0.0
1.5277	0.6	240	1.2266	0.1383	0.1835	0.7240	nan	0.8023	0.9071	0.0	0.0616	0.0028	nan	0.0000	0.0	0.0	0.8577	0.0	0.0	0.0	0.0	0.8632	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.9492	0.7013	0.9097	0.0	0.0	0.0	nan	0.4175	0.7726	0.0	0.0600	0.0028	nan	0.0000	0.0	0.0	0.6549	0.0	0.0	0.0	0.0	0.5326	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.7658	0.5442	0.8144	0.0	0.0	0.0
1.9934	0.65	260	1.1637	0.1482	0.1932	0.7454	nan	0.8066	0.9172	0.0	0.4036	0.0026	nan	0.0000	0.0	0.0	0.9292	0.0	0.0	0.0	0.0	0.8225	0.0	0.0003	0.0	0.0	0.0	0.0	0.0	0.9539	0.6189	0.9197	0.0	0.0	0.0	nan	0.4651	0.7839	0.0	0.3853	0.0026	nan	0.0000	0.0	0.0	0.6101	0.0	0.0	0.0	0.0	0.5517	0.0	0.0003	0.0	0.0	0.0	0.0	0.0	0.7529	0.5296	0.8102	0.0	0.0	0.0
1.4308	0.7	280	1.1152	0.1568	0.2020	0.7610	nan	0.7817	0.9468	0.0	0.5506	0.0024	nan	0.0001	0.0	0.0	0.9127	0.0	0.0	0.0	0.0	0.8705	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.8778	0.8303	0.8925	0.0	0.0	0.0	nan	0.5275	0.7812	0.0	0.5136	0.0024	nan	0.0001	0.0	0.0	0.6498	0.0	0.0	0.0	0.0	0.5475	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.7704	0.5582	0.8238	0.0	0.0	0.0
1.9415	0.75	300	1.1153	0.1562	0.2003	0.7628	nan	0.7121	0.9588	0.0	0.5657	0.0157	nan	0.0001	0.0	0.0	0.9279	0.0	0.0	0.0	0.0	0.8331	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.9313	0.7456	0.9207	0.0	0.0	0.0	nan	0.5527	0.7701	0.0	0.5278	0.0155	nan	0.0001	0.0	0.0	0.5880	0.0	0.0	0.0	0.0	0.5562	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.7650	0.5635	0.8150	0.0	0.0	0.0
1.6722	0.8	320	1.0419	0.1580	0.2000	0.7648	nan	0.8302	0.9301	0.0	0.5605	0.0084	nan	0.0001	0.0	0.0	0.8804	0.0	0.0	0.0	0.0	0.8825	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.9485	0.6471	0.9129	0.0	0.0	0.0	nan	0.5121	0.8036	0.0	0.5337	0.0083	nan	0.0001	0.0	0.0	0.6760	0.0	0.0	0.0	0.0	0.5432	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.7672	0.5477	0.8212	0.0	0.0	0.0
1.6299	0.85	340	1.0317	0.1596	0.2031	0.7650	nan	0.7268	0.9668	0.0	0.5589	0.0167	nan	0.0001	0.0	0.0	0.9263	0.0	0.0	0.0	0.0	0.8687	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.8775	0.8304	0.9315	0.0	0.0	0.0	nan	0.5418	0.7642	0.0	0.5329	0.0165	nan	0.0001	0.0	0.0	0.6599	0.0	0.0	0.0	0.0	0.5514	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.7795	0.6005	0.8200	0.0	0.0	0.0
1.4105	0.9	360	1.0209	0.1572	0.2038	0.7613	nan	0.7867	0.9597	0.0	0.5900	0.0045	nan	0.0000	0.0	0.0	0.9238	0.0	0.0	0.0	0.0	0.8622	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.8223	0.8509	0.9264	0.0	0.0	0.0	nan	0.5499	0.7800	0.0	0.5614	0.0045	nan	0.0000	0.0	0.0	0.6418	0.0	0.0	0.0	0.0	0.5648	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.7398	0.5210	0.8236	0.0	0.0	0.0
1.2816	0.95	380	1.0113	0.1601	0.2012	0.7696	nan	0.7413	0.9621	0.0	0.6216	0.0094	nan	0.0001	0.0	0.0	0.9310	0.0	0.0	0.0	0.0	0.8392	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.9458	0.6796	0.9083	0.0	0.0	0.0	nan	0.5405	0.7776	0.0	0.5808	0.0093	nan	0.0001	0.0	0.0	0.6432	0.0	0.0	0.0	0.0	0.5669	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.7696	0.5776	0.8183	0.0	0.0	0.0
0.8438	1.0	400	0.9901	0.1637	0.2096	0.7671	nan	0.8702	0.8827	0.0	0.7250	0.0047	nan	0.0	0.0	0.0	0.9058	0.0	0.0	0.0	0.0	0.8524	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.9308	0.8244	0.9217	0.0	0.0	0.0	nan	0.4907	0.7931	0.0	0.5975	0.0047	nan	0.0	0.0	0.0	0.6885	0.0	0.0	0.0	0.0	0.5704	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.7795	0.6494	0.8274	0.0	0.0	0.0
0.983	1.05	420	0.9516	0.1636	0.2061	0.7757	nan	0.7493	0.9623	0.0	0.6002	0.0196	nan	0.0002	0.0	0.0	0.9293	0.0	0.0	0.0	0.0	0.8481	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.9308	0.8424	0.9191	0.0	0.0	0.0	nan	0.5649	0.7805	0.0	0.5729	0.0194	nan	0.0002	0.0	0.0	0.6354	0.0	0.0	0.0	0.0	0.5724	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.7791	0.6406	0.8331	0.0	0.0	0.0
1.1643	1.1	440	0.9224	0.1655	0.2093	0.7758	nan	0.8617	0.9280	0.0	0.6357	0.0110	nan	0.0017	0.0	0.0	0.8881	0.0	0.0	0.0	0.0	0.8762	0.0	0.0005	0.0	0.0	0.0	0.0	0.0	0.9063	0.8680	0.9295	0.0	0.0	0.0	nan	0.5218	0.8046	0.0	0.5893	0.0109	nan	0.0017	0.0	0.0	0.7066	0.0	0.0	0.0	0.0	0.5776	0.0	0.0005	0.0	0.0	0.0	0.0	0.0	0.7867	0.6206	0.8416	0.0	0.0	0.0
0.7071	1.15	460	0.9178	0.1654	0.2096	0.7778	nan	0.8103	0.9283	0.0	0.6934	0.0199	nan	0.0022	0.0	0.0	0.9373	0.0	0.0	0.0	0.0	0.8870	0.0	0.0003	0.0	0.0	0.0	0.0	0.0	0.9359	0.7908	0.9124	0.0	0.0	0.0	nan	0.5305	0.8075	0.0	0.5979	0.0196	nan	0.0022	0.0	0.0	0.6345	0.0	0.0	0.0	0.0	0.5705	0.0	0.0003	0.0	0.0	0.0	0.0	0.0	0.7926	0.6467	0.8547	0.0	0.0	0.0
1.7805	1.2	480	0.9013	0.1640	0.2083	0.7728	nan	0.8079	0.9204	0.0	0.6844	0.0226	nan	0.0043	0.0	0.0	0.9098	0.0	0.0	0.0	0.0	0.8542	0.0	0.0005	0.0	0.0	0.0	0.0	0.0	0.9431	0.7878	0.9374	0.0	0.0	0.0	nan	0.5165	0.7999	0.0	0.5560	0.0222	nan	0.0043	0.0	0.0	0.6719	0.0	0.0	0.0	0.0	0.5675	0.0	0.0005	0.0	0.0	0.0	0.0	0.0	0.7816	0.6599	0.8307	0.0	0.0	0.0
0.7668	1.25	500	0.8771	0.1703	0.2085	0.7832	nan	0.7403	0.9724	0.0	0.6173	0.0594	nan	0.0135	0.0	0.0	0.8945	0.0	0.0	0.0	0.0	0.9033	0.0	0.0010	0.0	0.0	0.0	0.0000	0.0	0.9343	0.8188	0.9244	0.0	0.0	0.0	nan	0.5838	0.7778	0.0	0.5781	0.0564	nan	0.0132	0.0	0.0	0.7127	0.0	0.0	0.0	0.0	0.5693	0.0	0.0010	0.0	0.0	0.0	0.0000	0.0	0.8017	0.6640	0.8616	0.0	0.0	0.0
1.1596	1.3	520	0.8913	0.1675	0.2132	0.7793	nan	0.8208	0.9332	0.0	0.6530	0.0684	nan	0.0158	0.0	0.0	0.9462	0.0	0.0	0.0	0.0	0.8462	0.0	0.0032	0.0	0.0	0.0	0.0000	0.0	0.9156	0.8938	0.9384	0.0	0.0	0.0	nan	0.5306	0.8052	0.0	0.6096	0.0636	nan	0.0153	0.0	0.0	0.6058	0.0	0.0	0.0	0.0	0.5920	0.0	0.0032	0.0	0.0	0.0	0.0000	0.0	0.7974	0.6442	0.8614	0.0	0.0	0.0
0.8224	1.35	540	0.8646	0.1715	0.2133	0.7855	nan	0.7927	0.9516	0.0	0.6681	0.0613	nan	0.0570	0.0	0.0	0.9184	0.0	0.0	0.0	0.0	0.9007	0.0	0.0051	0.0	0.0	0.0	0.0000	0.0	0.9260	0.8152	0.9427	0.0	0.0	0.0	nan	0.5584	0.8034	0.0	0.6125	0.0582	nan	0.0549	0.0	0.0	0.6887	0.0	0.0	0.0	0.0	0.5699	0.0	0.0051	0.0	0.0	0.0	0.0000	0.0	0.8056	0.6444	0.8581	0.0	0.0	0.0
0.9383	1.4	560	0.8686	0.1708	0.2082	0.7815	nan	0.7490	0.9591	0.0	0.6825	0.0884	nan	0.0542	0.0	0.0	0.8533	0.0	0.0	0.0	0.0	0.8755	0.0	0.0039	0.0	0.0	0.0	0.0002	0.0	0.9660	0.7040	0.9340	0.0	0.0	0.0	nan	0.5805	0.7925	0.0	0.6199	0.0831	nan	0.0517	0.0	0.0	0.7207	0.0	0.0	0.0	0.0	0.5730	0.0	0.0039	0.0	0.0	0.0	0.0002	0.0	0.7507	0.5987	0.8629	0.0	0.0	0.0
0.9585	1.45	580	0.8521	0.1739	0.2190	0.7837	nan	0.7843	0.9460	0.0	0.6983	0.1312	nan	0.0794	0.0	0.0	0.9278	0.0	0.0	0.0	0.0	0.9093	0.0	0.0334	0.0	0.0	0.0	0.0011	0.0	0.8720	0.9212	0.9241	0.0	0.0	0.0	nan	0.5698	0.8086	0.0	0.6435	0.1163	nan	0.0758	0.0	0.0	0.6859	0.0	0.0	0.0	0.0	0.5842	0.0	0.0328	0.0	0.0	0.0	0.0011	0.0	0.7739	0.5806	0.8654	0.0	0.0	0.0
1.3313	1.5	600	0.8305	0.1802	0.2214	0.7908	nan	0.7522	0.9380	0.0	0.7997	0.1591	nan	0.1201	0.0	0.0	0.8768	0.0	0.0	0.0	0.0	0.8670	0.0	0.0806	0.0	0.0	0.0	0.0047	0.0	0.9606	0.8110	0.9378	0.0	0.0	0.0	nan	0.5678	0.8130	0.0	0.6251	0.1413	nan	0.1121	0.0	0.0	0.7334	0.0	0.0	0.0	0.0	0.5962	0.0	0.0767	0.0	0.0	0.0	0.0047	0.0	0.7681	0.6483	0.8598	0.0	0.0	0.0
1.2136	1.55	620	0.8080	0.1777	0.2219	0.7894	nan	0.7226	0.9489	0.0	0.7813	0.2001	nan	0.1185	0.0	0.0	0.9245	0.0	0.0	0.0	0.0	0.8665	0.0	0.0303	0.0000	0.0	0.0	0.0008	0.0	0.9292	0.8517	0.9476	0.0	0.0	0.0001	nan	0.5485	0.8137	0.0	0.6160	0.1630	nan	0.1092	0.0	0.0	0.7047	0.0	0.0	0.0	0.0	0.5850	0.0	0.0297	0.0000	0.0	0.0	0.0008	0.0	0.7991	0.6566	0.8364	0.0	0.0	0.0001
0.5653	1.6	640	0.8095	0.1784	0.2191	0.7907	nan	0.8048	0.9436	0.0	0.7009	0.1279	nan	0.1427	0.0	0.0	0.9227	0.0	0.0	0.0	0.0	0.9241	0.0	0.0021	0.0	0.0	0.0	0.0010	0.0	0.9289	0.8126	0.9180	0.0	0.0	0.0000	nan	0.5681	0.8084	0.0	0.6385	0.1144	nan	0.1292	0.0	0.0	0.6862	0.0	0.0	0.0	0.0	0.5651	0.0	0.0021	0.0	0.0	0.0	0.0010	0.0	0.8143	0.6870	0.8732	0.0	0.0	0.0000
0.6801	1.65	660	0.8226	0.1771	0.2191	0.7850	nan	0.6634	0.9625	0.0	0.7618	0.1164	nan	0.1620	0.0	0.0	0.9124	0.0	0.0	0.0	0.0	0.8596	0.0	0.0222	0.0002	0.0	0.0	0.0025	0.0	0.9228	0.8965	0.9474	0.0	0.0	0.0007	nan	0.5514	0.7857	0.0	0.6426	0.0991	nan	0.1404	0.0	0.0	0.7108	0.0	0.0	0.0	0.0	0.5957	0.0	0.0219	0.0002	0.0	0.0	0.0025	0.0	0.7804	0.6461	0.8668	0.0	0.0	0.0007
0.8248	1.7	680	0.7985	0.1797	0.2198	0.7905	nan	0.7276	0.9634	0.0	0.6898	0.1545	nan	0.1265	0.0	0.0	0.9296	0.0	0.0	0.0	0.0	0.8965	0.0	0.0378	0.0	0.0	0.0	0.0037	0.0	0.9262	0.8465	0.9528	0.0	0.0	0.0002	nan	0.5653	0.7908	0.0	0.6307	0.1308	nan	0.1127	0.0	0.0	0.6946	0.0	0.0	0.0	0.0	0.5893	0.0	0.0369	0.0	0.0	0.0	0.0037	0.0	0.8117	0.6928	0.8718	0.0	0.0	0.0002
0.6291	1.75	700	0.8113	0.1813	0.2236	0.7883	nan	0.8262	0.9221	0.0	0.6736	0.2317	nan	0.1824	0.0	0.0	0.9256	0.0	0.0	0.0	0.0	0.8798	0.0	0.0415	0.0	0.0	0.0	0.0013	0.0	0.9450	0.8209	0.9296	0.0	0.0	0.0000	nan	0.5439	0.8142	0.0	0.6158	0.1859	nan	0.1519	0.0	0.0	0.6878	0.0	0.0	0.0	0.0	0.5919	0.0	0.0399	0.0	0.0	0.0	0.0013	0.0	0.7928	0.6901	0.8662	0.0	0.0	0.0000
0.7576	1.8	720	0.7753	0.1899	0.2289	0.7958	nan	0.7058	0.9606	0.0	0.7198	0.2304	nan	0.2835	0.0	0.0	0.8993	0.0	0.0	0.0	0.0	0.8665	0.0	0.1986	0.0	0.0	0.0	0.0061	0.0	0.9631	0.7793	0.9411	0.0	0.0	0.0006	nan	0.5996	0.8008	0.0	0.6377	0.1754	nan	0.2327	0.0	0.0	0.7320	0.0	0.0	0.0	0.0	0.6134	0.0	0.1776	0.0	0.0	0.0	0.0061	0.0	0.7719	0.6475	0.8712	0.0	0.0	0.0006
0.7558	1.85	740	0.7689	0.1884	0.2326	0.7973	nan	0.8312	0.9290	0.0	0.7210	0.2131	nan	0.1723	0.0	0.0	0.9080	0.0	0.0	0.0	0.0	0.8920	0.0	0.2298	0.0	0.0	0.0	0.0096	0.0	0.9173	0.9095	0.9423	0.0	0.0	0.0006	nan	0.5768	0.8208	0.0	0.6263	0.1821	nan	0.1570	0.0	0.0	0.7228	0.0	0.0	0.0	0.0	0.5980	0.0	0.2003	0.0	0.0	0.0	0.0096	0.0	0.8074	0.6571	0.8567	0.0	0.0	0.0006
1.0619	1.9	760	0.7500	0.1892	0.2312	0.7985	nan	0.7649	0.9530	0.0	0.6726	0.2168	nan	0.2626	0.0	0.0	0.9321	0.0	0.0	0.0	0.0	0.9097	0.0	0.2095	0.0	0.0	0.0	0.0036	0.0	0.9351	0.8485	0.9207	0.0	0.0	0.0	nan	0.5973	0.8137	0.0	0.6263	0.1784	nan	0.2031	0.0	0.0	0.6918	0.0	0.0	0.0	0.0	0.5843	0.0	0.1773	0.0	0.0	0.0	0.0035	0.0	0.8200	0.6860	0.8607	0.0	0.0	0.0
1.4248	1.95	780	0.7383	0.1930	0.2363	0.8031	nan	0.7929	0.9488	0.0	0.7303	0.2523	nan	0.3569	0.0	0.0	0.9269	0.0	0.0	0.0	0.0	0.8623	0.0	0.2284	0.0	0.0	0.0	0.0023	0.0	0.9450	0.8139	0.9381	0.0	0.0	0.0001	nan	0.6109	0.8267	0.0	0.6423	0.1936	nan	0.2753	0.0	0.0	0.7016	0.0	0.0	0.0	0.0	0.6049	0.0	0.1927	0.0	0.0	0.0	0.0023	0.0	0.8034	0.6624	0.8520	0.0	0.0	0.0001
1.1386	2.0	800	0.7390	0.1952	0.2406	0.8017	nan	0.6887	0.9460	0.0	0.8083	0.3035	nan	0.2694	0.0	0.0	0.9002	0.0	0.0	0.0	0.0	0.8985	0.0	0.4202	0.0	0.0	0.0	0.0032	0.0	0.9452	0.8259	0.9292	0.0	0.0	0.0000	nan	0.5698	0.8267	0.0	0.5922	0.2294	nan	0.2151	0.0	0.0	0.7392	0.0	0.0	0.0	0.0	0.6281	0.0	0.2988	0.0	0.0	0.0	0.0032	0.0	0.8129	0.6559	0.8716	0.0	0.0	0.0000
0.8335	2.05	820	0.7637	0.1940	0.2406	0.7966	nan	0.8665	0.9202	0.0	0.6069	0.2773	nan	0.2613	0.0	0.0	0.9420	0.0	0.0	0.0	0.0	0.8801	0.0	0.4344	0.0	0.0	0.0	0.0024	0.0	0.9080	0.8945	0.9456	0.0	0.0	0.0	nan	0.5603	0.8169	0.0	0.5758	0.2213	nan	0.2142	0.0	0.0	0.6919	0.0	0.0	0.0	0.0	0.6478	0.0	0.3277	0.0	0.0	0.0	0.0024	0.0	0.8073	0.6566	0.8801	0.0	0.0	0.0
0.7438	2.1	840	0.7378	0.1951	0.2365	0.8025	nan	0.7099	0.9560	0.0	0.7590	0.2549	nan	0.2752	0.0	0.0	0.9279	0.0	0.0	0.0	0.0	0.8921	0.0	0.3359	0.0	0.0	0.0	0.0098	0.0	0.9557	0.7777	0.9519	0.0	0.0	0.0	nan	0.5861	0.8127	0.0	0.6458	0.1998	nan	0.2274	0.0	0.0	0.7253	0.0	0.0	0.0	0.0	0.6212	0.0	0.2829	0.0	0.0	0.0	0.0098	0.0	0.8023	0.6484	0.8770	0.0	0.0	0.0
0.9965	2.15	860	0.7445	0.1995	0.2438	0.8021	nan	0.6712	0.9503	0.0	0.7876	0.3123	nan	0.3769	0.0	0.0	0.9011	0.0	0.0	0.0	0.0	0.8800	0.0	0.3730	0.0000	0.0	0.0	0.0197	0.0	0.9363	0.8832	0.9520	0.0	0.0	0.0016	nan	0.5644	0.8108	0.0	0.6516	0.2135	nan	0.2840	0.0	0.0	0.7563	0.0	0.0	0.0	0.0	0.6311	0.0	0.2964	0.0000	0.0	0.0	0.0193	0.0	0.8051	0.6768	0.8723	0.0	0.0	0.0015
0.6549	2.2	880	0.7228	0.1961	0.2352	0.8042	nan	0.7771	0.9541	0.0	0.7106	0.2183	nan	0.2920	0.0	0.0	0.9198	0.0	0.0	0.0	0.0	0.8898	0.0	0.3004	0.0	0.0	0.0	0.0173	0.0	0.9566	0.8001	0.9250	0.0	0.0	0.0005	nan	0.5790	0.8149	0.0	0.6522	0.1794	nan	0.2434	0.0	0.0	0.7408	0.0	0.0	0.0	0.0	0.6355	0.0	0.2509	0.0	0.0	0.0	0.0171	0.0	0.8037	0.6748	0.8795	0.0	0.0	0.0005
0.7356	2.25	900	0.7195	0.1973	0.2430	0.8049	nan	0.7813	0.9387	0.0	0.6950	0.3456	nan	0.3705	0.0	0.0	0.9462	0.0	0.0	0.0	0.0	0.8750	0.0	0.2802	0.0001	0.0	0.0	0.0179	0.0	0.9419	0.8806	0.9436	0.0	0.0	0.0013	nan	0.5944	0.8282	0.0	0.6523	0.2461	nan	0.2908	0.0	0.0	0.6693	0.0	0.0	0.0	0.0	0.6264	0.0	0.2297	0.0001	0.0	0.0	0.0177	0.0	0.8109	0.6605	0.8847	0.0	0.0	0.0013
0.5583	2.3	920	0.7309	0.1982	0.2401	0.8032	nan	0.8398	0.9271	0.0	0.6914	0.2786	nan	0.3168	0.0	0.0	0.9138	0.0	0.0	0.0	0.0	0.8977	0.0	0.3485	0.0000	0.0	0.0	0.0318	0.0	0.9526	0.7872	0.9387	0.0	0.0	0.0001	nan	0.5701	0.8232	0.0	0.6425	0.2159	nan	0.2485	0.0	0.0	0.7229	0.0	0.0	0.0	0.0	0.6346	0.0	0.2852	0.0000	0.0	0.0	0.0311	0.0	0.8088	0.6737	0.8845	0.0	0.0	0.0001
0.5408	2.35	940	0.7232	0.2030	0.2485	0.8084	nan	0.7720	0.9608	0.0	0.7029	0.2474	nan	0.3902	0.0	0.0	0.9341	0.0	0.0	0.0	0.0	0.8646	0.0	0.5282	0.0001	0.0	0.0	0.0351	0.0	0.9039	0.9030	0.9581	0.0	0.0	0.0004	nan	0.6115	0.8171	0.0	0.6492	0.2043	nan	0.3080	0.0	0.0	0.7312	0.0	0.0	0.0	0.0	0.6391	0.0	0.3651	0.0001	0.0	0.0	0.0340	0.0	0.8098	0.6466	0.8812	0.0	0.0	0.0004
1.1523	2.4	960	0.6908	0.2064	0.2507	0.8158	nan	0.7778	0.9469	0.0	0.7897	0.3831	nan	0.4508	0.0	0.0	0.9233	0.0	0.0	0.0	0.0	0.9244	0.0	0.3321	0.0000	0.0	0.0	0.0290	0.0	0.9316	0.8326	0.9506	0.0	0.0	0.0002	nan	0.6314	0.8411	0.0	0.6907	0.2703	nan	0.3396	0.0	0.0	0.7371	0.0	0.0	0.0	0.0	0.5962	0.0	0.2698	0.0000	0.0	0.0	0.0283	0.0	0.8287	0.6909	0.8855	0.0	0.0	0.0002
0.9741	2.45	980	0.6927	0.2039	0.2488	0.8121	nan	0.7481	0.9608	0.0	0.8036	0.2805	nan	0.3795	0.0	0.0	0.9276	0.0	0.0	0.0	0.0	0.8902	0.0	0.4291	0.0000	0.0	0.0	0.0437	0.0	0.9060	0.8926	0.9455	0.0	0.0	0.0027	nan	0.6171	0.8268	0.0	0.6720	0.2265	nan	0.3068	0.0	0.0	0.7145	0.0	0.0	0.0	0.0	0.6403	0.0	0.3232	0.0000	0.0	0.0	0.0421	0.0	0.8103	0.6568	0.8885	0.0	0.0	0.0027
0.9522	2.5	1000	0.6949	0.2004	0.2418	0.8087	nan	0.7143	0.9647	0.0	0.7791	0.1700	nan	0.3291	0.0	0.0	0.9307	0.0	0.0	0.0	0.0	0.8956	0.0	0.4150	0.0000	0.0	0.0	0.0457	0.0	0.9427	0.8407	0.9510	0.0	0.0	0.0017	nan	0.6013	0.8084	0.0	0.6657	0.1482	nan	0.2681	0.0	0.0	0.7199	0.0	0.0	0.0	0.0	0.6305	0.0	0.3166	0.0000	0.0	0.0	0.0434	0.0	0.8248	0.6918	0.8932	0.0	0.0	0.0017
0.7795	2.55	1020	0.6743	0.2055	0.2532	0.8168	nan	0.8782	0.9299	0.0	0.7853	0.2819	nan	0.3655	0.0	0.0	0.9596	0.0	0.0	0.0	0.0	0.8752	0.0	0.4110	0.0003	0.0	0.0	0.0806	0.0	0.9190	0.8912	0.9644	0.0	0.0	0.0140	nan	0.6286	0.8513	0.0	0.6805	0.2191	nan	0.2970	0.0	0.0	0.6633	0.0	0.0	0.0	0.0	0.6428	0.0	0.3237	0.0003	0.0	0.0	0.0728	0.0	0.8281	0.6762	0.8841	0.0	0.0	0.0139
0.9984	2.6	1040	0.6655	0.2076	0.2510	0.8164	nan	0.7700	0.9578	0.0	0.7489	0.3231	nan	0.4115	0.0	0.0	0.9065	0.0	0.0	0.0	0.0	0.8919	0.0	0.4451	0.0001	0.0	0.0	0.0538	0.0	0.9433	0.8506	0.9626	0.0	0.0	0.0165	nan	0.6246	0.8322	0.0	0.6843	0.2528	nan	0.3187	0.0	0.0	0.7470	0.0	0.0	0.0	0.0	0.6382	0.0	0.3288	0.0001	0.0	0.0	0.0503	0.0	0.8195	0.6607	0.8784	0.0	0.0	0.0163
1.5377	2.65	1060	0.6638	0.2065	0.2554	0.8141	nan	0.8443	0.9249	0.0	0.7674	0.3896	nan	0.4214	0.0	0.0	0.9349	0.0	0.0	0.0	0.0	0.9030	0.0	0.4063	0.0005	0.0	0.0	0.0559	0.0	0.9089	0.9137	0.9500	0.0	0.0	0.0069	nan	0.6330	0.8458	0.0	0.6677	0.2507	nan	0.3304	0.0	0.0	0.7087	0.0	0.0	0.0	0.0	0.6371	0.0	0.3063	0.0005	0.0	0.0	0.0532	0.0	0.8208	0.6671	0.8869	0.0	0.0	0.0069
0.705	2.7	1080	0.6528	0.2109	0.2551	0.8197	nan	0.8030	0.9536	0.0	0.7187	0.3544	nan	0.4340	0.0	0.0	0.9292	0.0	0.0	0.0	0.0	0.8886	0.0	0.5247	0.0008	0.0	0.0	0.0511	0.0	0.9433	0.8529	0.9541	0.0	0.0	0.0093	nan	0.6198	0.8383	0.0	0.6623	0.2603	nan	0.3337	0.0	0.0	0.7224	0.0	0.0	0.0	0.0	0.6586	0.0	0.3820	0.0008	0.0	0.0	0.0491	0.0	0.8268	0.7064	0.8892	0.0	0.0	0.0092
0.5927	2.75	1100	0.6667	0.2132	0.2667	0.8166	nan	0.8341	0.9291	0.0	0.8053	0.4334	nan	0.4947	0.0031	0.0	0.9493	0.0	0.0	0.0	0.0	0.8434	0.0	0.5853	0.0017	0.0	0.0	0.1122	0.0	0.8895	0.9155	0.9634	0.0	0.0	0.0410	nan	0.6348	0.8524	0.0	0.6571	0.2876	nan	0.3592	0.0031	0.0	0.7069	0.0	0.0	0.0	0.0	0.6581	0.0	0.3812	0.0017	0.0	0.0	0.1004	0.0	0.8058	0.6593	0.8875	0.0	0.0	0.0401
0.7322	2.8	1120	0.6654	0.2090	0.2522	0.8172	nan	0.8299	0.9427	0.0	0.7192	0.3558	nan	0.3603	0.0089	0.0	0.9338	0.0	0.0	0.0	0.0	0.9141	0.0	0.4095	0.0016	0.0	0.0	0.0794	0.0	0.9359	0.8582	0.9594	0.0	0.0	0.0140	nan	0.6100	0.8391	0.0	0.6524	0.2648	nan	0.2938	0.0089	0.0	0.7343	0.0	0.0	0.0	0.0	0.6329	0.0	0.3187	0.0016	0.0	0.0	0.0729	0.0	0.8351	0.7287	0.8895	0.0	0.0	0.0138
0.3859	2.85	1140	0.6679	0.2095	0.2537	0.8147	nan	0.7950	0.9578	0.0	0.6797	0.3039	nan	0.3665	0.0134	0.0	0.9342	0.0	0.0	0.0	0.0	0.8441	0.0	0.5731	0.0011	0.0	0.0	0.1046	0.0	0.9439	0.8698	0.9591	0.0	0.0	0.0254	nan	0.6028	0.8272	0.0	0.6219	0.2435	nan	0.3069	0.0134	0.0	0.7358	0.0	0.0	0.0	0.0	0.6576	0.0	0.3880	0.0011	0.0	0.0	0.0860	0.0	0.8250	0.7184	0.8620	0.0	0.0	0.0242
0.3642	2.9	1160	0.6727	0.2129	0.2563	0.8173	nan	0.7793	0.9565	0.0	0.6962	0.2573	nan	0.4664	0.0720	0.0	0.9297	0.0	0.0	0.0	0.0	0.8999	0.0	0.5207	0.0001	0.0	0.0	0.0879	0.0	0.9425	0.8860	0.9441	0.0	0.0	0.0200	nan	0.6138	0.8208	0.0	0.6529	0.2229	nan	0.3482	0.0717	0.0	0.7557	0.0	0.0	0.0	0.0	0.6605	0.0	0.3550	0.0001	0.0	0.0	0.0748	0.0	0.8340	0.7051	0.8919	0.0	0.0	0.0193
0.7096	2.95	1180	0.6423	0.2150	0.2629	0.8250	nan	0.8499	0.9380	0.0	0.8013	0.2866	nan	0.4646	0.0537	0.0	0.9538	0.0	0.0	0.0	0.0	0.8610	0.0	0.5523	0.0001	0.0	0.0	0.0959	0.0	0.9414	0.8992	0.9600	0.0	0.0	0.0165	nan	0.6548	0.8452	0.0	0.6887	0.2315	nan	0.3539	0.0535	0.0	0.6840	0.0	0.0	0.0	0.0	0.6772	0.0	0.3889	0.0001	0.0	0.0	0.0833	0.0	0.8321	0.7056	0.8816	0.0	0.0	0.0162
0.7815	3.0	1200	0.6568	0.2096	0.2546	0.8178	nan	0.8211	0.9547	0.0009	0.7838	0.2957	nan	0.4135	0.0455	0.0	0.9438	0.0	0.0	0.0	0.0	0.9002	0.0	0.3879	0.0000	0.0	0.0	0.0830	0.0	0.8969	0.9070	0.9419	0.0	0.0	0.0264	nan	0.6495	0.8366	0.0009	0.7045	0.2250	nan	0.3368	0.0453	0.0	0.7076	0.0	0.0	0.0	0.0	0.6519	0.0	0.3036	0.0000	0.0	0.0	0.0763	0.0	0.8146	0.6492	0.8909	0.0	0.0	0.0256
0.5436	3.05	1220	0.6504	0.2145	0.2564	0.8229	nan	0.8213	0.9518	0.0009	0.7870	0.2571	nan	0.3747	0.0547	0.0	0.9132	0.0	0.0	0.0	0.0	0.8935	0.0	0.5556	0.0006	0.0	0.0	0.0710	0.0	0.9510	0.8477	0.9404	0.0	0.0	0.0404	nan	0.6460	0.8295	0.0009	0.7155	0.2187	nan	0.3080	0.0544	0.0	0.7654	0.0	0.0	0.0	0.0	0.6567	0.0	0.3466	0.0006	0.0	0.0	0.0645	0.0	0.8313	0.7171	0.8870	0.0	0.0	0.0375
0.4838	3.1	1240	0.6403	0.2223	0.2691	0.8240	nan	0.8017	0.9412	0.0	0.8064	0.4281	nan	0.4064	0.2148	0.0	0.9424	0.0	0.0	0.0	0.0	0.8814	0.0	0.5262	0.0002	0.0	0.0	0.1125	0.0	0.9307	0.9086	0.9499	0.0	0.0	0.0311	nan	0.6394	0.8411	0.0	0.7003	0.3012	nan	0.3433	0.2094	0.0	0.7370	0.0	0.0	0.0	0.0	0.6712	0.0	0.3662	0.0002	0.0	0.0	0.0994	0.0	0.8250	0.6822	0.8895	0.0	0.0	0.0296
0.5317	3.15	1260	0.6460	0.2197	0.2656	0.8168	nan	0.7541	0.9552	0.0013	0.8284	0.2759	nan	0.4595	0.2660	0.0	0.9110	0.0	0.0	0.0	0.0	0.8087	0.0	0.6058	0.0	0.0	0.0	0.1244	0.0	0.9514	0.8421	0.9477	0.0	0.0	0.0321	nan	0.6146	0.8322	0.0013	0.6661	0.2341	nan	0.3538	0.2567	0.0	0.7787	0.0	0.0	0.0	0.0	0.6233	0.0	0.3357	0.0	0.0	0.0	0.1044	0.0	0.8282	0.6973	0.8944	0.0	0.0	0.0302
1.1041	3.2	1280	0.6545	0.2190	0.2655	0.8198	nan	0.8479	0.9240	0.0002	0.8020	0.3454	nan	0.4111	0.2641	0.0	0.9422	0.0	0.0	0.0	0.0	0.8953	0.0	0.3201	0.0002	0.0	0.0	0.1513	0.0	0.9335	0.9217	0.9616	0.0	0.0	0.0412	nan	0.6399	0.8411	0.0002	0.7007	0.2672	nan	0.3322	0.2540	0.0	0.7378	0.0	0.0	0.0	0.0	0.6302	0.0	0.2625	0.0002	0.0	0.0	0.1238	0.0	0.8264	0.6853	0.8880	0.0	0.0	0.0391
2.0409	3.25	1300	0.6781	0.2160	0.2538	0.8154	nan	0.7338	0.9749	0.0051	0.7481	0.1862	nan	0.2895	0.2280	0.0	0.9207	0.0	0.0	0.0	0.0	0.9044	0.0	0.4757	0.0001	0.0	0.0	0.1560	0.0	0.9460	0.8428	0.9308	0.0	0.0	0.0344	nan	0.6342	0.7968	0.0051	0.7037	0.1608	nan	0.2496	0.2216	0.0	0.7690	0.0	0.0	0.0	0.0	0.6510	0.0	0.3428	0.0001	0.0	0.0	0.1257	0.0	0.8347	0.7073	0.8919	0.0	0.0	0.0324
0.5088	3.3	1320	0.6447	0.2145	0.2626	0.8159	nan	0.9120	0.9105	0.0	0.7679	0.2911	nan	0.3942	0.2005	0.0	0.9635	0.0	0.0	0.0	0.0	0.8842	0.0	0.3761	0.0008	0.0	0.0	0.1503	0.0	0.9233	0.8999	0.9576	0.0	0.0	0.0329	nan	0.6011	0.8504	0.0	0.6798	0.2272	nan	0.3193	0.1940	0.0	0.6953	0.0	0.0	0.0	0.0	0.6494	0.0	0.2932	0.0008	0.0	0.0	0.1222	0.0	0.8339	0.6914	0.8888	0.0	0.0	0.0319
0.6258	3.35	1340	0.6357	0.2234	0.2643	0.8226	nan	0.7582	0.9680	0.0005	0.7671	0.3413	nan	0.4075	0.2763	0.0	0.9152	0.0	0.0	0.0	0.0	0.9100	0.0	0.4674	0.0002	0.0	0.0	0.1536	0.0	0.9394	0.8347	0.9554	0.0	0.0	0.0262	nan	0.6347	0.8229	0.0005	0.7112	0.2594	nan	0.3069	0.2664	0.0	0.7825	0.0	0.0	0.0	0.0	0.6532	0.0	0.3389	0.0002	0.0	0.0	0.1225	0.0	0.8379	0.7134	0.8962	0.0	0.0	0.0250
0.5949	3.4	1360	0.6257	0.2246	0.2764	0.8223	nan	0.8064	0.9445	0.0016	0.8063	0.4420	nan	0.4989	0.2214	0.0	0.9487	0.0	0.0	0.0	0.0000	0.7567	0.0	0.6645	0.0012	0.0	0.0	0.1936	0.0	0.9401	0.8874	0.9605	0.0	0.0	0.0479	nan	0.6443	0.8504	0.0016	0.7196	0.3050	nan	0.3634	0.2156	0.0	0.7496	0.0	0.0	0.0	0.0000	0.6220	0.0	0.3332	0.0012	0.0	0.0	0.1328	0.0	0.8324	0.6987	0.8954	0.0	0.0	0.0453
0.4771	3.45	1380	0.6041	0.2273	0.2741	0.8305	nan	0.8809	0.9322	0.0015	0.8218	0.4212	nan	0.4772	0.2150	0.0	0.9438	0.0	0.0	0.0	0.0	0.9236	0.0	0.4786	0.0435	0.0	0.0	0.1474	0.0	0.9202	0.8622	0.9526	0.0	0.0	0.0238	nan	0.6501	0.8649	0.0015	0.6981	0.3009	nan	0.3715	0.2092	0.0	0.7460	0.0	0.0	0.0	0.0	0.6419	0.0	0.3620	0.0433	0.0	0.0	0.1243	0.0	0.8458	0.7201	0.8991	0.0	0.0	0.0235
0.5094	3.5	1400	0.6440	0.2290	0.2687	0.8247	nan	0.7719	0.9635	0.0127	0.7843	0.2794	nan	0.4523	0.3329	0.0	0.9096	0.0	0.0	0.0	0.0	0.8879	0.0	0.3977	0.0699	0.0	0.0	0.1884	0.0	0.9473	0.8877	0.9622	0.0	0.0	0.0205	nan	0.6338	0.8220	0.0127	0.7237	0.2396	nan	0.3550	0.3169	0.0	0.7924	0.0	0.0	0.0	0.0	0.6525	0.0	0.3422	0.0694	0.0	0.0	0.1382	0.0	0.8213	0.7252	0.8910	0.0	0.0	0.0202
0.5444	3.55	1420	0.6595	0.2274	0.2769	0.8212	nan	0.8105	0.9115	0.0083	0.8241	0.5787	nan	0.4565	0.3544	0.0	0.9457	0.0	0.0	0.0	0.0	0.9221	0.0	0.2336	0.1470	0.0	0.0	0.1569	0.0	0.9385	0.8816	0.9509	0.0	0.0	0.0178	nan	0.6424	0.8438	0.0083	0.6756	0.3317	nan	0.3433	0.3324	0.0	0.7475	0.0	0.0	0.0	0.0	0.6246	0.0	0.2139	0.1434	0.0	0.0	0.1262	0.0	0.8430	0.7108	0.8983	0.0	0.0	0.0175
0.3902	3.6	1440	0.6540	0.2304	0.2756	0.8230	nan	0.7179	0.9598	0.0034	0.8076	0.3857	nan	0.4182	0.2378	0.0	0.9202	0.0	0.0	0.0	0.0002	0.8585	0.0	0.5822	0.1693	0.0	0.0	0.1941	0.0	0.9391	0.8956	0.9594	0.0	0.0	0.0470	nan	0.6114	0.8259	0.0034	0.7153	0.2751	nan	0.3259	0.2315	0.0	0.7782	0.0	0.0	0.0	0.0002	0.6711	0.0	0.3993	0.1606	0.0	0.0	0.1345	0.0	0.8318	0.6972	0.8971	0.0	0.0	0.0448
0.6584	3.65	1460	0.6310	0.2260	0.2680	0.8262	nan	0.8635	0.9399	0.0019	0.7850	0.3267	nan	0.4443	0.2732	0.0	0.9440	0.0	0.0	0.0	0.0005	0.8993	0.0	0.4393	0.0566	0.0	0.0	0.1487	0.0	0.9681	0.7366	0.9561	0.0	0.0	0.0598	nan	0.6385	0.8565	0.0019	0.7110	0.2757	nan	0.3584	0.2631	0.0	0.7481	0.0	0.0	0.0	0.0005	0.6531	0.0	0.3553	0.0561	0.0	0.0	0.1250	0.0	0.8096	0.6512	0.8971	0.0	0.0	0.0557
0.8145	3.7	1480	0.6147	0.2322	0.2768	0.8275	nan	0.8617	0.9529	0.0074	0.7862	0.2797	nan	0.4453	0.3663	0.0	0.9281	0.0	0.0	0.0	0.0010	0.9165	0.0	0.4758	0.1282	0.0	0.0	0.1674	0.0	0.8926	0.9125	0.9498	0.0	0.0	0.0639	nan	0.6423	0.8532	0.0074	0.7050	0.2366	nan	0.3642	0.3482	0.0	0.7844	0.0	0.0	0.0	0.0010	0.6609	0.0	0.3606	0.1239	0.0	0.0	0.1326	0.0	0.8233	0.6625	0.8990	0.0	0.0	0.0589
0.7032	3.75	1500	0.6169	0.2396	0.2837	0.8276	nan	0.7156	0.9608	0.1152	0.8138	0.4195	nan	0.4390	0.4107	0.0	0.9396	0.0	0.0	0.0	0.0013	0.8946	0.0	0.4354	0.1390	0.0	0.0	0.1995	0.0	0.9432	0.8769	0.9470	0.0	0.0	0.1095	nan	0.6269	0.8308	0.1145	0.6954	0.3140	nan	0.3174	0.3830	0.0	0.7707	0.0	0.0	0.0	0.0013	0.6729	0.0	0.3488	0.1356	0.0	0.0	0.1524	0.0	0.8358	0.7101	0.9024	0.0	0.0	0.0952
0.4339	3.8	1520	0.6107	0.2393	0.2875	0.8280	nan	0.8464	0.9176	0.0542	0.8148	0.4436	nan	0.4132	0.4827	0.0	0.9335	0.0	0.0	0.0	0.0008	0.9083	0.0	0.5222	0.1171	0.0	0.0	0.1698	0.0	0.9383	0.8905	0.9555	0.0	0.0	0.0784	nan	0.6298	0.8477	0.0539	0.6924	0.2986	nan	0.3152	0.4310	0.0	0.7777	0.0	0.0	0.0	0.0008	0.6708	0.0	0.4003	0.1146	0.0	0.0	0.1388	0.0	0.8391	0.7153	0.9019	0.0	0.0	0.0707
0.4837	3.85	1540	0.6470	0.2343	0.2838	0.8181	nan	0.7874	0.9446	0.0461	0.7414	0.4804	nan	0.4371	0.4608	0.0	0.9359	0.0	0.0	0.0	0.0005	0.9172	0.0	0.5376	0.0895	0.0	0.0	0.1607	0.0	0.8663	0.9206	0.9560	0.0	0.0	0.0838	nan	0.6292	0.8385	0.0458	0.6945	0.3330	nan	0.3433	0.4158	0.0	0.7836	0.0	0.0	0.0	0.0005	0.6625	0.0	0.3927	0.0884	0.0	0.0	0.1391	0.0	0.7910	0.5993	0.9025	0.0	0.0	0.0728
0.547	3.9	1560	0.6285	0.2291	0.2840	0.8145	nan	0.7397	0.9454	0.0481	0.8528	0.4411	nan	0.3834	0.4501	0.0	0.9469	0.0	0.0	0.0	0.0011	0.8174	0.0	0.6189	0.0181	0.0	0.0	0.1892	0.0	0.8757	0.9239	0.9661	0.0	0.0	0.1549	nan	0.6132	0.8565	0.0479	0.6225	0.3247	nan	0.3213	0.4121	0.0	0.7663	0.0	0.0	0.0	0.0011	0.6635	0.0	0.3495	0.0180	0.0	0.0	0.1497	0.0	0.7930	0.6002	0.8982	0.0	0.0	0.1229
0.6822	3.95	1580	0.5970	0.2383	0.2842	0.8315	nan	0.8171	0.9499	0.1024	0.8063	0.3669	nan	0.3877	0.5062	0.0	0.9374	0.0	0.0	0.0	0.0041	0.8989	0.0	0.5272	0.0137	0.0	0.0	0.1622	0.0	0.9251	0.9255	0.9513	0.0	0.0	0.0975	nan	0.6456	0.8498	0.1018	0.7277	0.2906	nan	0.3245	0.4400	0.0	0.7815	0.0	0.0	0.0	0.0041	0.6762	0.0	0.3783	0.0137	0.0	0.0	0.1365	0.0	0.8281	0.6773	0.8993	0.0	0.0	0.0873
1.2664	4.0	1600	0.6107	0.2367	0.2806	0.8303	nan	0.8477	0.9492	0.0544	0.7771	0.2520	nan	0.4612	0.4961	0.0	0.9446	0.0	0.0	0.0	0.0059	0.9103	0.0	0.4856	0.0375	0.0	0.0	0.1719	0.0	0.9306	0.8885	0.9630	0.0	0.0	0.0830	nan	0.6287	0.8401	0.0541	0.7234	0.2256	nan	0.3682	0.4375	0.0	0.7671	0.0	0.0	0.0	0.0059	0.6663	0.0	0.3660	0.0372	0.0	0.0	0.1421	0.0	0.8467	0.7284	0.8980	0.0	0.0	0.0763
0.4118	4.05	1620	0.5900	0.2441	0.2918	0.8356	nan	0.7964	0.9414	0.1484	0.8262	0.4278	nan	0.5309	0.4455	0.0	0.9435	0.0	0.0	0.0	0.0110	0.9092	0.0	0.5577	0.0170	0.0	0.0	0.1655	0.0	0.9374	0.9154	0.9494	0.0	0.0	0.1076	nan	0.6583	0.8470	0.1435	0.7390	0.3214	nan	0.3892	0.4098	0.0	0.7687	0.0	0.0	0.0	0.0110	0.6832	0.0	0.3746	0.0169	0.0	0.0	0.1385	0.0	0.8456	0.7081	0.9059	0.0	0.0	0.0939
0.5673	4.1	1640	0.5747	0.2504	0.2982	0.8388	nan	0.8206	0.9359	0.1458	0.8290	0.5878	nan	0.4975	0.5164	0.0	0.9325	0.0	0.0	0.0	0.0109	0.9103	0.0	0.5429	0.0968	0.0	0.0	0.1675	0.0	0.9438	0.8450	0.9619	0.0	0.0	0.0970	nan	0.6646	0.8577	0.1412	0.7374	0.3562	nan	0.3957	0.4513	0.0	0.7903	0.0	0.0	0.0	0.0109	0.6792	0.0	0.3983	0.0951	0.0	0.0	0.1432	0.0	0.8429	0.7125	0.9014	0.0	0.0	0.0861
0.3369	4.15	1660	0.6088	0.2452	0.2956	0.8313	nan	0.8164	0.9556	0.0984	0.8002	0.3361	nan	0.4972	0.5964	0.0	0.9424	0.0	0.0	0.0	0.0075	0.8698	0.0	0.6248	0.1150	0.0	0.0	0.2189	0.0	0.9003	0.9061	0.9671	0.0	0.0	0.1027	nan	0.6597	0.8407	0.0959	0.7255	0.2783	nan	0.3890	0.4752	0.0	0.7879	0.0	0.0	0.0	0.0075	0.6814	0.0	0.3936	0.1117	0.0	0.0	0.1621	0.0	0.8290	0.6632	0.9010	0.0	0.0	0.0909
0.4456	4.2	1680	0.5963	0.2443	0.2901	0.8348	nan	0.8410	0.9443	0.0788	0.8202	0.2987	nan	0.4911	0.5856	0.0	0.9344	0.0	0.0	0.0	0.0198	0.8965	0.0	0.5007	0.1094	0.0	0.0	0.1688	0.0	0.9468	0.8826	0.9546	0.0	0.0	0.1010	nan	0.6496	0.8484	0.0778	0.7226	0.2535	nan	0.3884	0.4703	0.0	0.7850	0.0	0.0	0.0	0.0198	0.6802	0.0	0.3891	0.1071	0.0	0.0	0.1357	0.0	0.8394	0.7019	0.9042	0.0	0.0	0.0875
0.6389	4.25	1700	0.5959	0.2529	0.3035	0.8337	nan	0.7625	0.9548	0.1221	0.8071	0.4220	nan	0.4865	0.6320	0.0	0.9366	0.0	0.0	0.0	0.0305	0.8503	0.0	0.5555	0.1107	0.0	0.0	0.2373	0.0	0.9385	0.9033	0.9654	0.0	0.0	0.2999	nan	0.6336	0.8385	0.1199	0.7188	0.3212	nan	0.3656	0.4900	0.0	0.7893	0.0	0.0	0.0	0.0305	0.6869	0.0	0.4002	0.1094	0.0	0.0	0.1725	0.0	0.8442	0.7164	0.9028	0.0	0.0	0.2053
0.5838	4.3	1720	0.5774	0.2561	0.3060	0.8388	nan	0.8317	0.9353	0.2852	0.8226	0.5296	nan	0.4561	0.5611	0.0	0.9250	0.0	0.0	0.0	0.0257	0.8605	0.0	0.6413	0.0959	0.0	0.0	0.2156	0.0	0.9445	0.8616	0.9620	0.0	0.0	0.1449	nan	0.6621	0.8540	0.2654	0.7096	0.3647	nan	0.3545	0.4702	0.0	0.7986	0.0	0.0	0.0	0.0257	0.6738	0.0	0.3991	0.0945	0.0	0.0	0.1717	0.0	0.8473	0.7360	0.9032	0.0	0.0	0.1221
1.3526	4.35	1740	0.5801	0.2520	0.2999	0.8395	nan	0.8595	0.9452	0.2064	0.8382	0.4504	nan	0.4449	0.5684	0.0	0.9522	0.0	0.0	0.0	0.0290	0.9062	0.0	0.4835	0.1101	0.0	0.0	0.2029	0.0	0.9076	0.8979	0.9551	0.0	0.0	0.1402	nan	0.6773	0.8609	0.2016	0.7442	0.3233	nan	0.3723	0.4663	0.0	0.7622	0.0	0.0	0.0	0.0290	0.6739	0.0	0.3722	0.1083	0.0	0.0	0.1699	0.0	0.8389	0.6928	0.9059	0.0	0.0	0.1167
0.8461	4.4	1760	0.6075	0.2467	0.2986	0.8239	nan	0.6092	0.9432	0.2080	0.8970	0.4986	nan	0.4257	0.5737	0.0	0.9272	0.0	0.0	0.0	0.0591	0.9092	0.0	0.5488	0.1597	0.0	0.0	0.1862	0.0	0.9422	0.8931	0.9618	0.0	0.0	0.1094	nan	0.5403	0.8597	0.2005	0.5585	0.3421	nan	0.3486	0.4727	0.0	0.7998	0.0	0.0	0.0	0.0589	0.6815	0.0	0.3927	0.1531	0.0	0.0	0.1545	0.0	0.8466	0.7316	0.9047	0.0	0.0	0.0956
0.4908	4.45	1780	0.6202	0.2450	0.2922	0.8289	nan	0.8025	0.9545	0.0807	0.7456	0.4051	nan	0.4827	0.5642	0.0	0.9445	0.0	0.0	0.0	0.0470	0.8837	0.0	0.5288	0.1649	0.0	0.0	0.1525	0.0	0.9109	0.9161	0.9647	0.0	0.0	0.0946	nan	0.6367	0.8403	0.0799	0.6928	0.2978	nan	0.3803	0.4657	0.0	0.7812	0.0	0.0	0.0	0.0468	0.6861	0.0	0.4088	0.1578	0.0	0.0	0.1329	0.0	0.8201	0.6674	0.9037	0.0	0.0	0.0855
0.7027	4.5	1800	0.5944	0.2468	0.2914	0.8345	nan	0.7984	0.9495	0.1814	0.8107	0.3898	nan	0.4749	0.5860	0.0	0.9247	0.0	0.0	0.0	0.0562	0.9297	0.0	0.3984	0.1541	0.0	0.0	0.1350	0.0	0.9407	0.8831	0.9550	0.0	0.0	0.0499	nan	0.6560	0.8462	0.1765	0.7246	0.2992	nan	0.3804	0.4585	0.0	0.7902	0.0	0.0	0.0	0.0561	0.6305	0.0	0.3129	0.1493	0.0	0.0	0.1204	0.0	0.8512	0.7421	0.9041	0.0	0.0	0.0467
0.5926	4.55	1820	0.5503	0.2629	0.3119	0.8492	nan	0.8743	0.9538	0.3240	0.8130	0.4119	nan	0.5032	0.6684	0.0	0.9432	0.0	0.0	0.0	0.0554	0.8779	0.0	0.5803	0.2252	0.0	0.0	0.1601	0.0	0.9389	0.8816	0.9609	0.0	0.0	0.1215	nan	0.7041	0.8704	0.3018	0.7359	0.3228	nan	0.3915	0.4872	0.0	0.7779	0.0	0.0	0.0	0.0552	0.6951	0.0	0.3988	0.2064	0.0	0.0	0.1368	0.0	0.8455	0.7360	0.9025	0.0	0.0	0.1069
0.4843	4.6	1840	0.5623	0.2616	0.3103	0.8435	nan	0.7891	0.9658	0.3898	0.8416	0.3353	nan	0.4409	0.6853	0.0	0.9264	0.0	0.0	0.0	0.0450	0.8837	0.0	0.5986	0.1985	0.0	0.0	0.2362	0.0	0.9279	0.8973	0.9656	0.0	0.0	0.1139	nan	0.6813	0.8456	0.3598	0.7659	0.2847	nan	0.3455	0.4868	0.0	0.7984	0.0	0.0	0.0	0.0449	0.6874	0.0	0.3932	0.1850	0.0	0.0	0.1814	0.0	0.8463	0.7213	0.9044	0.0	0.0	0.1016
0.3504	4.65	1860	0.5411	0.2665	0.3173	0.8501	nan	0.8533	0.9406	0.3770	0.8551	0.4995	nan	0.4727	0.7064	0.0	0.9336	0.0	0.0	0.0	0.0590	0.9006	0.0	0.5287	0.1784	0.0	0.0	0.2523	0.0	0.9447	0.9015	0.9557	0.0	0.0	0.1122	nan	0.7047	0.8723	0.3445	0.7453	0.3550	nan	0.3989	0.5028	0.0	0.7925	0.0	0.0	0.0	0.0589	0.6886	0.0	0.3890	0.1712	0.0	0.0	0.1897	0.0	0.8467	0.7284	0.9072	0.0	0.0	0.0988
0.8155	4.7	1880	0.5892	0.2535	0.3002	0.8374	nan	0.7762	0.9674	0.1732	0.8282	0.2969	nan	0.4244	0.7204	0.0	0.9340	0.0	0.0	0.0	0.0618	0.9190	0.0	0.4812	0.2128	0.0	0.0	0.2279	0.0	0.9243	0.8979	0.9589	0.0	0.0	0.1031	nan	0.6550	0.8319	0.1695	0.7510	0.2583	nan	0.3545	0.4886	0.0	0.7967	0.0	0.0	0.0	0.0617	0.6785	0.0	0.3661	0.1993	0.0	0.0	0.1812	0.0	0.8551	0.7216	0.9065	0.0	0.0	0.0903
0.4135	4.75	1900	0.5891	0.2586	0.3157	0.8365	nan	0.9091	0.9058	0.1819	0.8744	0.3298	nan	0.4928	0.7747	0.0	0.9549	0.0	0.0	0.0	0.0898	0.8716	0.0	0.4760	0.3237	0.0	0.0	0.2396	0.0	0.9268	0.9175	0.9701	0.0	0.0	0.1795	nan	0.6648	0.8532	0.1763	0.7047	0.2589	nan	0.3715	0.5093	0.0	0.7575	0.0	0.0	0.0	0.0894	0.6948	0.0	0.3804	0.2897	0.0	0.0	0.1834	0.0	0.8445	0.7130	0.8964	0.0	0.0	0.1461
0.2654	4.8	1920	0.5987	0.2548	0.3092	0.8324	nan	0.7685	0.9562	0.1870	0.8808	0.3275	nan	0.4184	0.7085	0.0	0.9141	0.0	0.0	0.0	0.0736	0.8511	0.0	0.6583	0.2413	0.0	0.0	0.2395	0.0	0.8937	0.9363	0.9653	0.0	0.0	0.1823	nan	0.6605	0.8496	0.1812	0.6896	0.2756	nan	0.3493	0.5141	0.0	0.8074	0.0	0.0	0.0	0.0733	0.6979	0.0	0.4129	0.2197	0.0	0.0	0.1820	0.0	0.8206	0.6288	0.9025	0.0	0.0	0.1422
0.605	4.85	1940	0.5702	0.2568	0.3096	0.8394	nan	0.8237	0.9327	0.1283	0.8603	0.4197	nan	0.5539	0.7148	0.0	0.9483	0.0	0.0	0.0	0.0866	0.8980	0.0	0.4949	0.2476	0.0	0.0	0.1833	0.0	0.9429	0.8787	0.9607	0.0	0.0	0.1432	nan	0.6651	0.8554	0.1255	0.6935	0.3101	nan	0.4129	0.4939	0.0	0.7636	0.0	0.0	0.0	0.0863	0.6897	0.0	0.3858	0.2337	0.0	0.0	0.1574	0.0	0.8516	0.7260	0.9068	0.0	0.0	0.1183
0.4557	4.9	1960	0.6003	0.2506	0.2978	0.8345	nan	0.7843	0.9518	0.2125	0.8545	0.2469	nan	0.5327	0.6639	0.0	0.9209	0.0	0.0	0.0	0.0688	0.9211	0.0	0.4274	0.1677	0.0	0.0	0.1822	0.0	0.9330	0.8881	0.9650	0.0	0.0	0.1050	nan	0.6698	0.8319	0.2082	0.6916	0.2225	nan	0.4002	0.4685	0.0	0.8043	0.0	0.0	0.0	0.0686	0.6615	0.0	0.3552	0.1621	0.0	0.0	0.1557	0.0	0.8459	0.7206	0.9070	0.0	0.0	0.0951
0.5346	4.95	1980	0.5654	0.2617	0.3118	0.8455	nan	0.8872	0.9457	0.4075	0.8084	0.2882	nan	0.4860	0.7267	0.0	0.9280	0.0	0.0	0.0	0.0790	0.8560	0.0	0.6428	0.1492	0.0	0.0	0.1784	0.0	0.9537	0.8771	0.9536	0.0	0.0	0.1216	nan	0.6913	0.8624	0.3657	0.7165	0.2449	nan	0.4008	0.4766	0.0	0.7945	0.0	0.0	0.0	0.0787	0.6979	0.0	0.4388	0.1412	0.0	0.0	0.1474	0.0	0.8340	0.7283	0.9086	0.0	0.0	0.1072
0.282	5.0	2000	0.5657	0.2629	0.3120	0.8460	nan	0.8546	0.9529	0.3103	0.8151	0.3692	nan	0.5190	0.7134	0.0	0.9490	0.0	0.0	0.0	0.1151	0.9138	0.0	0.5360	0.1626	0.0	0.0	0.2113	0.0	0.9318	0.8647	0.9547	0.0	0.0	0.1235	nan	0.6817	0.8598	0.2945	0.7302	0.2995	nan	0.4172	0.4905	0.0	0.7774	0.0	0.0	0.0	0.1142	0.6839	0.0	0.3899	0.1544	0.0	0.0	0.1725	0.0	0.8593	0.7364	0.9103	0.0	0.0	0.1054
0.4166	5.05	2020	0.5729	0.2680	0.3229	0.8428	nan	0.8175	0.9353	0.4201	0.8712	0.4759	nan	0.4709	0.7200	0.0	0.9393	0.0	0.0	0.0	0.1079	0.8842	0.0	0.5927	0.3065	0.0	0.0	0.1860	0.0	0.9090	0.9402	0.9554	0.0	0.0	0.1247	nan	0.6932	0.8617	0.3803	0.7237	0.3608	nan	0.3917	0.5209	0.0	0.7954	0.0	0.0	0.0	0.1060	0.6985	0.0	0.4093	0.2549	0.0	0.0	0.1531	0.0	0.8250	0.6507	0.9085	0.0	0.0	0.1097
1.4991	5.1	2040	0.5516	0.2739	0.3244	0.8510	nan	0.7913	0.9543	0.4915	0.8637	0.4837	nan	0.4456	0.7335	0.0	0.9454	0.0	0.0	0.0	0.1225	0.9046	0.0	0.5198	0.3371	0.0	0.0	0.1843	0.0	0.9411	0.8881	0.9595	0.0	0.0	0.1379	nan	0.6892	0.8655	0.4264	0.7352	0.3508	nan	0.3747	0.5099	0.0	0.7895	0.0	0.0	0.0	0.1207	0.6957	0.0	0.4220	0.2937	0.0	0.0	0.1549	0.0	0.8522	0.7290	0.9103	0.0	0.0	0.1189
0.6045	5.15	2060	0.5768	0.2714	0.3307	0.8453	nan	0.8242	0.9459	0.4637	0.8364	0.4299	nan	0.5340	0.8057	0.0	0.9320	0.0	0.0	0.0	0.1205	0.8868	0.0	0.5766	0.3506	0.0	0.0	0.1969	0.0	0.9015	0.9252	0.9593	0.0	0.0	0.2240	nan	0.6908	0.8620	0.4062	0.7493	0.3440	nan	0.4084	0.4211	0.0	0.7965	0.0	0.0	0.0	0.1193	0.7069	0.0	0.4166	0.3038	0.0	0.0	0.1650	0.0	0.8269	0.6557	0.9139	0.0	0.0	0.1700
0.2992	5.2	2080	0.5844	0.2658	0.3201	0.8393	nan	0.7475	0.9563	0.2693	0.8851	0.4043	nan	0.4503	0.7515	0.0	0.9335	0.0	0.0	0.0	0.1185	0.8518	0.0	0.6009	0.3934	0.0	0.0	0.2010	0.0	0.9192	0.9217	0.9621	0.0	0.0	0.1961	nan	0.6494	0.8528	0.2554	0.7210	0.3256	nan	0.3776	0.5041	0.0	0.8013	0.0	0.0	0.0	0.1168	0.6874	0.0	0.4231	0.3206	0.0	0.0	0.1687	0.0	0.8314	0.6803	0.9114	0.0	0.0	0.1454
0.3322	5.25	2100	0.5572	0.2706	0.3189	0.8505	nan	0.8675	0.9503	0.3031	0.8284	0.5193	nan	0.4669	0.7097	0.0	0.9340	0.0	0.0	0.0	0.1437	0.8943	0.0	0.5601	0.2782	0.0	0.0	0.1939	0.0	0.9452	0.8104	0.9748	0.0	0.0	0.1442	nan	0.6935	0.8686	0.2867	0.7760	0.3618	nan	0.3841	0.5055	0.0	0.8009	0.0	0.0	0.0	0.1421	0.6805	0.0	0.4172	0.2491	0.0	0.0	0.1642	0.0	0.8544	0.7292	0.9015	0.0	0.0	0.1151
0.4199	5.3	2120	0.5885	0.2650	0.3187	0.8378	nan	0.7284	0.9692	0.2311	0.8671	0.3563	nan	0.4891	0.7244	0.0	0.9463	0.0	0.0	0.0	0.1527	0.8274	0.0	0.6959	0.2560	0.0	0.0	0.2829	0.0	0.9217	0.8806	0.9663	0.0	0.0	0.2218	nan	0.6529	0.8374	0.2275	0.7276	0.2951	nan	0.3817	0.5172	0.0	0.7961	0.0	0.0	0.0	0.1507	0.6843	0.0	0.4060	0.2289	0.0	0.0	0.2068	0.0	0.8525	0.7145	0.9085	0.0	0.0	0.1585
0.3034	5.35	2140	0.5394	0.2750	0.3291	0.8528	nan	0.8543	0.9356	0.4774	0.8610	0.5046	nan	0.5370	0.7420	0.0	0.9216	0.0	0.0	0.0	0.1690	0.8911	0.0	0.5587	0.2263	0.0	0.0	0.2389	0.0	0.9498	0.8945	0.9594	0.0	0.0	0.1405	nan	0.7204	0.8736	0.3912	0.7636	0.3627	nan	0.3996	0.4973	0.0	0.8077	0.0	0.0	0.0	0.1655	0.6840	0.0	0.4036	0.2083	0.0	0.0	0.1887	0.0	0.8479	0.7328	0.9063	0.0	0.0	0.1207
0.5211	5.4	2160	0.5484	0.2750	0.3341	0.8488	nan	0.8709	0.9515	0.5416	0.8123	0.3693	nan	0.4813	0.7854	0.0	0.9495	0.0	0.0	0.0	0.1911	0.8173	0.0	0.6248	0.3159	0.0	0.0	0.2969	0.0	0.9272	0.8925	0.9648	0.0	0.0	0.2315	nan	0.7139	0.8664	0.3998	0.7319	0.2985	nan	0.3818	0.4823	0.0	0.7821	0.0	0.0	0.0	0.1865	0.6896	0.0	0.4071	0.2701	0.0	0.0	0.2073	0.0	0.8570	0.7200	0.9091	0.0	0.0	0.1710
0.8192	5.45	2180	0.5433	0.2782	0.3362	0.8489	nan	0.8378	0.9208	0.5281	0.8927	0.5455	nan	0.5022	0.6967	0.0	0.9469	0.0	0.0	0.0	0.1960	0.8890	0.0	0.5683	0.3674	0.0	0.0	0.2275	0.0	0.9233	0.9178	0.9633	0.0	0.0	0.1708	nan	0.7340	0.8694	0.4327	0.7090	0.3308	nan	0.3981	0.5043	0.0	0.7860	0.0	0.0	0.0	0.1881	0.6930	0.0	0.4255	0.3165	0.0	0.0	0.1853	0.0	0.8482	0.7054	0.9110	0.0	0.0	0.1445
0.4235	5.5	2200	0.5520	0.2748	0.3241	0.8490	nan	0.8154	0.9518	0.2901	0.8574	0.4869	nan	0.4987	0.7003	0.0	0.9280	0.0	0.0	0.0	0.2077	0.8775	0.0	0.5045	0.3560	0.0	0.0	0.2187	0.0	0.9525	0.8528	0.9627	0.0	0.0	0.2345	nan	0.6986	0.8621	0.2731	0.7435	0.3487	nan	0.3967	0.5134	0.0	0.8011	0.0	0.0	0.0	0.2003	0.6853	0.0	0.3906	0.3184	0.0	0.0	0.1777	0.0	0.8509	0.7251	0.9122	0.0	0.0	0.1700
0.5228	5.55	2220	0.5507	0.2744	0.3231	0.8501	nan	0.8193	0.9584	0.4626	0.8571	0.2815	nan	0.5163	0.7044	0.0	0.9168	0.0	0.0	0.0	0.2129	0.9211	0.0	0.5204	0.2922	0.0	0.0	0.2210	0.0	0.9334	0.8957	0.9645	0.0	0.0	0.1843	nan	0.7021	0.8578	0.3959	0.7391	0.2551	nan	0.3939	0.5123	0.0	0.8132	0.0	0.0	0.0	0.2069	0.6896	0.0	0.4105	0.2604	0.0	0.0	0.1819	0.0	0.8578	0.7211	0.9133	0.0	0.0	0.1447
0.5087	5.6	2240	0.5545	0.2797	0.3394	0.8496	nan	0.7950	0.9449	0.5310	0.8979	0.4178	nan	0.5026	0.7880	0.0	0.9478	0.0	0.0	0.0	0.2241	0.8875	0.0	0.5408	0.3768	0.0	0.0	0.2924	0.0	0.9153	0.9159	0.9680	0.0	0.0	0.2559	nan	0.6940	0.8689	0.4226	0.7256	0.3329	nan	0.3953	0.4863	0.0	0.7915	0.0	0.0	0.0	0.2181	0.6971	0.0	0.4104	0.3246	0.0	0.0	0.2152	0.0	0.8553	0.6985	0.9139	0.0	0.0	0.1782
1.24	5.65	2260	0.5588	0.2766	0.3284	0.8499	nan	0.8433	0.9468	0.5080	0.8099	0.4836	nan	0.5002	0.7268	0.0	0.9325	0.0	0.0	0.0	0.1818	0.9019	0.0	0.4645	0.2524	0.0	0.0	0.2344	0.0	0.9272	0.9204	0.9563	0.0	0.0	0.2483	nan	0.7034	0.8660	0.4242	0.7484	0.3537	nan	0.3981	0.5139	0.0	0.8067	0.0	0.0	0.0	0.1769	0.6875	0.0	0.3854	0.2327	0.0	0.0	0.1854	0.0	0.8463	0.7047	0.9136	0.0	0.0	0.1819
0.754	5.7	2280	0.5469	0.2771	0.3257	0.8493	nan	0.8335	0.9571	0.3746	0.8556	0.3855	nan	0.4473	0.7136	0.0	0.9343	0.0	0.0	0.0	0.2637	0.8428	0.0	0.5804	0.2507	0.0	0.0	0.2595	0.0	0.9475	0.8852	0.9590	0.0	0.0	0.2577	nan	0.7040	0.8582	0.3538	0.7289	0.3195	nan	0.3843	0.5434	0.0	0.8076	0.0	0.0	0.0	0.2471	0.6916	0.0	0.4061	0.2318	0.0	0.0	0.1884	0.0	0.8442	0.7300	0.9074	0.0	0.0	0.1973
0.3854	5.75	2300	0.5765	0.2831	0.3405	0.8465	nan	0.9201	0.9114	0.4596	0.8170	0.4895	nan	0.4607	0.7126	0.0	0.9385	0.0	0.0	0.0	0.3412	0.8765	0.0	0.5993	0.4366	0.0	0.0	0.2717	0.0	0.9202	0.9015	0.9673	0.0	0.0	0.2120	nan	0.6886	0.8639	0.4055	0.7102	0.3489	nan	0.3701	0.5464	0.0	0.8007	0.0	0.0	0.0	0.3070	0.6891	0.0	0.3984	0.3483	0.0	0.0	0.2046	0.0	0.8564	0.7221	0.9088	0.0	0.0	0.1748
0.957	5.8	2320	0.5448	0.2831	0.3358	0.8531	nan	0.8332	0.9481	0.5026	0.8378	0.4579	nan	0.5207	0.7491	0.0	0.9286	0.0	0.0	0.0	0.2887	0.9002	0.0	0.5531	0.3792	0.0	0.0	0.2881	0.0	0.9522	0.8242	0.9683	0.0	0.0	0.1508	nan	0.7021	0.8692	0.4086	0.7416	0.3544	nan	0.4163	0.4999	0.0	0.8093	0.0	0.0	0.0	0.2738	0.6931	0.0	0.4251	0.3340	0.0	0.0	0.2064	0.0	0.8480	0.7192	0.9089	0.0	0.0	0.1335
0.2627	5.85	2340	0.5625	0.2817	0.3372	0.8493	nan	0.8036	0.9485	0.5359	0.8316	0.4455	nan	0.5329	0.7674	0.0	0.9451	0.0	0.0	0.0	0.3387	0.9034	0.0	0.4710	0.3632	0.0	0.0	0.3037	0.0	0.9284	0.9008	0.9716	0.0	0.0	0.1361	nan	0.6903	0.8631	0.4180	0.7354	0.3449	nan	0.4166	0.4970	0.0	0.7971	0.0	0.0	0.0	0.3180	0.6797	0.0	0.3957	0.3246	0.0	0.0	0.2201	0.0	0.8498	0.7174	0.9076	0.0	0.0	0.1210
0.7401	5.9	2360	0.5793	0.2830	0.3446	0.8435	nan	0.7913	0.9363	0.4832	0.9037	0.4104	nan	0.4405	0.7756	0.0	0.9417	0.0	0.0	0.0	0.3993	0.8777	0.0	0.5474	0.5505	0.0	0.0	0.3321	0.0	0.9072	0.8944	0.9668	0.0	0.0	0.2140	nan	0.6557	0.8721	0.4231	0.6362	0.3227	nan	0.3777	0.5102	0.0	0.8006	0.0	0.0	0.0	0.3555	0.7074	0.0	0.4325	0.3974	0.0	0.0	0.2237	0.0	0.8441	0.7008	0.9130	0.0	0.0	0.1655
0.6812	5.95	2380	0.5680	0.2833	0.3337	0.8484	nan	0.8415	0.9546	0.4911	0.8081	0.3184	nan	0.5049	0.7547	0.0	0.9184	0.0	0.0	0.0	0.3180	0.8899	0.0	0.5185	0.4282	0.0	0.0	0.2500	0.0	0.9294	0.8845	0.9628	0.0	0.0	0.2382	nan	0.6855	0.8503	0.4358	0.7434	0.2664	nan	0.4052	0.5096	0.0	0.8134	0.0	0.0	0.0	0.2986	0.7056	0.0	0.4214	0.3735	0.0	0.0	0.1962	0.0	0.8457	0.7165	0.9121	0.0	0.0	0.1707
0.4309	6.0	2400	0.5486	0.2793	0.3309	0.8512	nan	0.8430	0.9587	0.5064	0.8093	0.3075	nan	0.5414	0.7292	0.0	0.9372	0.0	0.0	0.0	0.2527	0.8896	0.0	0.5747	0.2997	0.0	0.0	0.2084	0.0	0.9295	0.9024	0.9501	0.0	0.0	0.2783	nan	0.7073	0.8649	0.4230	0.7426	0.2730	nan	0.4059	0.5188	0.0	0.8035	0.0	0.0	0.0	0.2411	0.7023	0.0	0.4275	0.2769	0.0	0.0	0.1753	0.0	0.8437	0.7066	0.9108	0.0	0.0	0.1951
0.8236	6.05	2420	0.5308	0.2817	0.3373	0.8548	nan	0.8455	0.9564	0.5448	0.8278	0.4156	nan	0.5012	0.7503	0.0	0.9344	0.0	0.0	0.0	0.3188	0.8849	0.0	0.6332	0.2318	0.0	0.0	0.2315	0.0	0.9308	0.8846	0.9642	0.0	0.0	0.2755	nan	0.7320	0.8755	0.4146	0.7412	0.3301	nan	0.3841	0.5105	0.0	0.8158	0.0	0.0	0.0	0.3018	0.7039	0.0	0.3982	0.2165	0.0	0.0	0.1912	0.0	0.8580	0.7277	0.9121	0.0	0.0	0.1832
0.4357	6.1	2440	0.5539	0.2721	0.3254	0.8505	nan	0.9065	0.9471	0.1972	0.8501	0.3690	nan	0.4303	0.7882	0.0	0.9406	0.0	0.0	0.0	0.3192	0.8570	0.0	0.5556	0.2370	0.0	0.0	0.2307	0.0	0.9364	0.9034	0.9702	0.0	0.0	0.3001	nan	0.6981	0.8716	0.1897	0.7639	0.3098	nan	0.3622	0.4943	0.0	0.8012	0.0	0.0	0.0	0.2957	0.7038	0.0	0.3957	0.2252	0.0	0.0	0.1897	0.0	0.8494	0.7221	0.9097	0.0	0.0	0.1989
0.6715	6.15	2460	0.5425	0.2828	0.3342	0.8522	nan	0.8289	0.9579	0.3937	0.8150	0.4402	nan	0.4809	0.7439	0.0	0.9451	0.0	0.0	0.0	0.3707	0.8868	0.0	0.6022	0.2886	0.0	0.0	0.2397	0.0	0.9272	0.9226	0.9637	0.0	0.0	0.2221	nan	0.6965	0.8655	0.3627	0.7555	0.3484	nan	0.3879	0.5314	0.0	0.8027	0.0	0.0	0.0	0.3327	0.7065	0.0	0.4486	0.2702	0.0	0.0	0.1951	0.0	0.8454	0.6987	0.9139	0.0	0.0	0.1710
1.5017	6.2	2480	0.5317	0.2906	0.3450	0.8576	nan	0.8821	0.9551	0.4119	0.8523	0.4002	nan	0.4979	0.7702	0.0	0.9478	0.0	0.0	0.0	0.4508	0.8632	0.0	0.5950	0.4505	0.0	0.0	0.2501	0.0	0.9299	0.8713	0.9662	0.0	0.0	0.2918	nan	0.7380	0.8707	0.3664	0.7551	0.3302	nan	0.4076	0.5340	0.0	0.8021	0.0	0.0	0.0	0.3905	0.7034	0.0	0.4334	0.3692	0.0	0.0	0.1990	0.0	0.8556	0.7235	0.9115	0.0	0.0	0.2012
0.2896	6.25	2500	0.5531	0.2866	0.3430	0.8524	nan	0.8556	0.9450	0.3841	0.8725	0.4625	nan	0.5334	0.7684	0.0	0.9440	0.0	0.0	0.0	0.4266	0.8684	0.0	0.5553	0.3646	0.0	0.0	0.2498	0.0	0.9136	0.9166	0.9641	0.0	0.0	0.2950	nan	0.7116	0.8712	0.3444	0.7605	0.3608	nan	0.4263	0.5387	0.0	0.8096	0.0	0.0	0.0	0.3736	0.7081	0.0	0.4093	0.3166	0.0	0.0	0.1991	0.0	0.8425	0.6705	0.9118	0.0	0.0	0.2027
1.1683	6.3	2520	0.5698	0.2820	0.3333	0.8492	nan	0.7781	0.9548	0.3912	0.8743	0.4832	nan	0.5011	0.7305	0.0	0.9246	0.0	0.0	0.0	0.4331	0.9326	0.0	0.4970	0.3357	0.0	0.0	0.2322	0.0	0.9321	0.8520	0.9582	0.0	0.0	0.1871	nan	0.6753	0.8643	0.3386	0.7532	0.3677	nan	0.3909	0.5274	0.0	0.8124	0.0	0.0	0.0	0.3817	0.6727	0.0	0.4090	0.2886	0.0	0.0	0.1908	0.0	0.8556	0.7155	0.9127	0.0	0.0	0.1492
0.3059	6.35	2540	0.5529	0.2844	0.3388	0.8488	nan	0.7626	0.9589	0.5080	0.8809	0.3848	nan	0.4403	0.7747	0.0	0.9295	0.0	0.0	0.0	0.4471	0.8814	0.0	0.5226	0.4071	0.0	0.0	0.2195	0.0	0.9483	0.8458	0.9619	0.0	0.0	0.3080	nan	0.6634	0.8612	0.3691	0.7216	0.3238	nan	0.3639	0.5229	0.0	0.8160	0.0	0.0	0.0	0.3825	0.7077	0.0	0.4270	0.3554	0.0	0.0	0.1823	0.0	0.8508	0.7246	0.9127	0.0	0.0	0.2002
0.2561	6.4	2560	0.5391	0.2911	0.3472	0.8530	nan	0.8399	0.9401	0.5322	0.8301	0.5255	nan	0.4462	0.7362	0.0	0.9369	0.0	0.0	0.0	0.4777	0.8642	0.0	0.6126	0.4434	0.0	0.0	0.1967	0.0	0.9505	0.8493	0.9616	0.0	0.0	0.3144	nan	0.6967	0.8673	0.4028	0.7628	0.3669	nan	0.3755	0.5332	0.0	0.8124	0.0	0.0	0.0	0.4106	0.7034	0.0	0.4408	0.3728	0.0	0.0	0.1676	0.0	0.8517	0.7243	0.9132	0.0	0.0	0.2057
0.342	6.45	2580	0.5501	0.2906	0.3455	0.8529	nan	0.8113	0.9538	0.5510	0.8423	0.3878	nan	0.5183	0.6890	0.0	0.9405	0.0	0.0	0.0	0.5062	0.8897	0.0	0.5612	0.4447	0.0	0.0	0.2219	0.0	0.9275	0.8976	0.9618	0.0	0.0	0.2986	nan	0.6963	0.8626	0.3971	0.7653	0.3193	nan	0.3877	0.5273	0.0	0.8087	0.0	0.0	0.0	0.4329	0.7063	0.0	0.4350	0.3788	0.0	0.0	0.1836	0.0	0.8561	0.7204	0.9121	0.0	0.0	0.2008
0.2791	6.5	2600	0.5588	0.2868	0.3481	0.8466	nan	0.7724	0.9351	0.5539	0.8942	0.4256	nan	0.5180	0.6855	0.0	0.9395	0.0	0.0	0.0	0.5411	0.8532	0.0	0.6983	0.3939	0.0	0.0	0.2173	0.0	0.9313	0.9084	0.9641	0.0	0.0	0.2541	nan	0.6728	0.8698	0.3921	0.6613	0.3372	nan	0.4041	0.5366	0.0	0.8093	0.0	0.0	0.0	0.4490	0.7075	0.0	0.4509	0.3372	0.0	0.0	0.1817	0.0	0.8540	0.7148	0.9075	0.0	0.0	0.1774
0.4333	6.55	2620	0.5486	0.2891	0.3392	0.8546	nan	0.8144	0.9546	0.4789	0.8158	0.5143	nan	0.4953	0.6940	0.0	0.9370	0.0	0.0	0.0	0.4922	0.9161	0.0	0.5738	0.3465	0.0	0.0	0.2009	0.0	0.9355	0.8945	0.9648	0.0	0.0	0.1633	nan	0.7021	0.8599	0.4221	0.7627	0.3656	nan	0.3771	0.5219	0.0	0.8047	0.0	0.0	0.0	0.4239	0.7053	0.0	0.4713	0.3207	0.0	0.0	0.1727	0.0	0.8588	0.7300	0.9114	0.0	0.0	0.1287
1.2749	6.6	2640	0.5278	0.2928	0.3459	0.8568	nan	0.8225	0.9484	0.4013	0.8523	0.5066	nan	0.5376	0.7289	0.0	0.9446	0.0	0.0	0.0	0.5066	0.8908	0.0	0.6047	0.3964	0.0	0.0	0.2435	0.0	0.9457	0.8946	0.9557	0.0	0.0	0.2344	nan	0.6989	0.8684	0.3709	0.7666	0.3640	nan	0.4145	0.5341	0.0	0.7974	0.0	0.0	0.0	0.4273	0.7092	0.0	0.4709	0.3569	0.0	0.0	0.1942	0.0	0.8594	0.7343	0.9139	0.0	0.0	0.1825
0.4679	6.65	2660	0.5259	0.2946	0.3468	0.8574	nan	0.8304	0.9504	0.4871	0.8871	0.4263	nan	0.5181	0.7279	0.0	0.9204	0.0	0.0	0.0	0.5492	0.8851	0.0	0.6093	0.4126	0.0	0.0	0.2724	0.0	0.9517	0.8491	0.9700	0.0	0.0	0.1981	nan	0.6985	0.8705	0.4243	0.7518	0.3434	nan	0.4135	0.5436	0.0	0.8199	0.0	0.0	0.0	0.4499	0.7099	0.0	0.4755	0.3647	0.0	0.0	0.2065	0.0	0.8532	0.7313	0.9101	0.0	0.0	0.1556
0.4047	6.7	2680	0.5400	0.2900	0.3473	0.8535	nan	0.8340	0.9323	0.5709	0.8761	0.5859	nan	0.4771	0.7726	0.0	0.9253	0.0	0.0	0.0	0.5151	0.9334	0.0	0.5451	0.4419	0.0	0.0	0.2374	0.0	0.9464	0.7863	0.9497	0.0	0.0	0.1315	nan	0.7205	0.8693	0.4362	0.7686	0.3620	nan	0.3956	0.5033	0.0	0.8114	0.0	0.0	0.0	0.4311	0.6886	0.0	0.4319	0.3737	0.0	0.0	0.1993	0.0	0.8531	0.6943	0.9161	0.0	0.0	0.1158
0.6223	6.75	2700	0.5477	0.2926	0.3536	0.8502	nan	0.7582	0.9557	0.5412	0.9015	0.4691	nan	0.4599	0.7798	0.0	0.9568	0.0	0.0	0.0	0.5403	0.8455	0.0	0.5620	0.5305	0.0	0.0	0.2876	0.0	0.9171	0.9090	0.9561	0.0	0.0	0.2969	nan	0.6765	0.8648	0.4438	0.7045	0.3691	nan	0.3869	0.5346	0.0	0.7894	0.0	0.0	0.0	0.4337	0.7084	0.0	0.4405	0.4148	0.0	0.0	0.2197	0.0	0.8484	0.6960	0.9164	0.0	0.0	0.2092
0.2836	6.8	2720	0.5268	0.2958	0.3571	0.8560	nan	0.8048	0.9436	0.5314	0.8917	0.5346	nan	0.5665	0.7516	0.0	0.9510	0.0	0.0	0.0	0.5018	0.8493	0.0	0.6363	0.4795	0.0	0.0	0.2734	0.0	0.9274	0.9070	0.9610	0.0	0.0	0.2731	nan	0.7176	0.8765	0.4387	0.7390	0.3724	nan	0.4169	0.5346	0.0	0.7906	0.0	0.0	0.0	0.4218	0.6984	0.0	0.4503	0.3997	0.0	0.0	0.2148	0.0	0.8541	0.7190	0.9173	0.0	0.0	0.1997
0.4484	6.85	2740	0.5513	0.2899	0.3423	0.8544	nan	0.8148	0.9651	0.4929	0.8197	0.4471	nan	0.5184	0.8129	0.0	0.9348	0.0	0.0	0.0	0.4422	0.9026	0.0	0.4954	0.4090	0.0	0.0	0.3258	0.0	0.9428	0.8202	0.9634	0.0	0.0	0.1888	nan	0.6914	0.8569	0.4336	0.7478	0.3725	nan	0.4132	0.4655	0.0	0.8136	0.0	0.0	0.0	0.3949	0.6989	0.0	0.4260	0.3726	0.0	0.0	0.2333	0.0	0.8607	0.7258	0.9147	0.0	0.0	0.1454
0.5255	6.9	2760	0.5289	0.2960	0.3589	0.8571	nan	0.8866	0.9314	0.4649	0.8236	0.5596	nan	0.5165	0.8128	0.0	0.9458	0.0	0.0	0.0	0.4861	0.8696	0.0	0.5881	0.5251	0.0	0.0	0.3208	0.0	0.9220	0.9308	0.9639	0.0	0.0	0.2974	nan	0.7263	0.8782	0.4175	0.7380	0.3750	nan	0.4201	0.5090	0.0	0.8069	0.0	0.0	0.0	0.4115	0.7093	0.0	0.4441	0.4156	0.0	0.0	0.2298	0.0	0.8594	0.7031	0.9124	0.0	0.0	0.2127
0.3229	6.95	2780	0.5141	0.2945	0.3468	0.8613	nan	0.8785	0.9595	0.5334	0.8328	0.3856	nan	0.5062	0.7273	0.0	0.9467	0.0	0.0	0.0	0.4673	0.8782	0.0	0.5637	0.4891	0.0	0.0	0.2552	0.0	0.9311	0.9149	0.9632	0.0	0.0	0.2115	nan	0.7496	0.8807	0.4548	0.7668	0.3098	nan	0.4006	0.5299	0.0	0.8116	0.0	0.0	0.0	0.4091	0.7043	0.0	0.4645	0.4073	0.0	0.0	0.2017	0.0	0.8535	0.6930	0.9135	0.0	0.0	0.1666
1.1067	7.0	2800	0.5085	0.2989	0.3561	0.8623	nan	0.8904	0.9450	0.5355	0.8323	0.5039	nan	0.5495	0.7911	0.0	0.9486	0.0	0.0	0.0	0.4809	0.9136	0.0	0.5366	0.5613	0.0	0.0	0.2828	0.0	0.9190	0.9020	0.9577	0.0	0.0	0.2023	nan	0.7526	0.8836	0.4597	0.7605	0.3371	nan	0.4454	0.5244	0.0	0.8050	0.0	0.0	0.0	0.4169	0.6995	0.0	0.4591	0.4349	0.0	0.0	0.2286	0.0	0.8622	0.7121	0.9148	0.0	0.0	0.1682
0.282	7.05	2820	0.5133	0.2974	0.3570	0.8597	nan	0.8271	0.9518	0.5392	0.8762	0.4832	nan	0.4996	0.8010	0.0	0.9438	0.0	0.0	0.0	0.4913	0.8801	0.0	0.5711	0.5924	0.0	0.0	0.2708	0.0	0.9267	0.9046	0.9643	0.0	0.0	0.2563	nan	0.7262	0.8777	0.4595	0.7588	0.3450	nan	0.4166	0.5208	0.0	0.8121	0.0	0.0	0.0	0.4162	0.7094	0.0	0.4473	0.4332	0.0	0.0	0.2176	0.0	0.8596	0.7121	0.9126	0.0	0.0	0.1882
0.2651	7.1	2840	0.5323	0.2903	0.3499	0.8549	nan	0.8101	0.9467	0.6014	0.8683	0.4371	nan	0.5294	0.7754	0.0	0.9467	0.0	0.0	0.0	0.4923	0.8927	0.0	0.6162	0.4525	0.0	0.0	0.2356	0.0	0.9499	0.8041	0.9646	0.0	0.0	0.2248	nan	0.7083	0.8819	0.3162	0.7679	0.3210	nan	0.4289	0.5292	0.0	0.8108	0.0	0.0	0.0	0.4250	0.7097	0.0	0.4533	0.3809	0.0	0.0	0.1964	0.0	0.8568	0.7141	0.9093	0.0	0.0	0.1688
0.586	7.15	2860	0.5495	0.2894	0.3477	0.8495	nan	0.7642	0.9580	0.4864	0.8833	0.4008	nan	0.4989	0.8105	0.0	0.9447	0.0	0.0	0.0	0.4732	0.8564	0.0	0.6672	0.3415	0.0	0.0	0.2805	0.0	0.9199	0.9127	0.9551	0.0	0.0	0.3217	nan	0.6797	0.8506	0.4445	0.7546	0.3320	nan	0.4002	0.5055	0.0	0.8117	0.0	0.0	0.0	0.4159	0.7082	0.0	0.4307	0.3073	0.0	0.0	0.2175	0.0	0.8535	0.6981	0.9137	0.0	0.0	0.2260
0.3664	7.2	2880	0.5194	0.2974	0.3524	0.8624	nan	0.8943	0.9552	0.5031	0.8389	0.4321	nan	0.5104	0.7915	0.0	0.9380	0.0	0.0	0.0	0.5210	0.8807	0.0	0.6038	0.4656	0.0	0.0	0.2641	0.0	0.9240	0.9041	0.9709	0.0	0.0	0.2324	nan	0.7368	0.8784	0.4630	0.7809	0.3367	nan	0.4163	0.5270	0.0	0.8119	0.0	0.0	0.0	0.4355	0.7168	0.0	0.4583	0.3886	0.0	0.0	0.2071	0.0	0.8583	0.7116	0.9121	0.0	0.0	0.1764
0.4583	7.25	2900	0.5319	0.2885	0.3431	0.8543	nan	0.8181	0.9490	0.4610	0.8673	0.4366	nan	0.5554	0.8034	0.0	0.9477	0.0	0.0	0.0	0.4988	0.9057	0.0	0.4804	0.3632	0.0	0.0	0.2464	0.0	0.9414	0.8829	0.9615	0.0	0.0	0.2049	nan	0.7116	0.8599	0.4289	0.7673	0.3410	nan	0.4179	0.5100	0.0	0.7970	0.0	0.0	0.0	0.4181	0.6952	0.0	0.4036	0.3167	0.0	0.0	0.2012	0.0	0.8608	0.7215	0.9145	0.0	0.0	0.1542
0.5175	7.3	2920	0.5214	0.2974	0.3572	0.8579	nan	0.8405	0.9343	0.5215	0.8837	0.5371	nan	0.4778	0.7970	0.0	0.9463	0.0	0.0	0.0	0.5384	0.8758	0.0	0.6267	0.4632	0.0	0.0	0.2819	0.0	0.9410	0.8966	0.9575	0.0	0.0	0.2671	nan	0.7037	0.8754	0.4628	0.7406	0.3717	nan	0.3876	0.5259	0.0	0.8067	0.0	0.0	0.0	0.4372	0.7211	0.0	0.4767	0.3884	0.0	0.0	0.2151	0.0	0.8568	0.7233	0.9137	0.0	0.0	0.2073
0.6991	7.35	2940	0.5256	0.2967	0.3542	0.8560	nan	0.7908	0.9546	0.5232	0.8827	0.4966	nan	0.4669	0.7824	0.0	0.9425	0.0	0.0	0.0	0.5907	0.8870	0.0	0.5680	0.5098	0.0	0.0	0.2717	0.0	0.9338	0.8758	0.9545	0.0	0.0	0.2582	nan	0.6913	0.8689	0.4696	0.7288	0.3512	nan	0.3900	0.5393	0.0	0.8160	0.0	0.0	0.0	0.4562	0.7146	0.0	0.4377	0.4113	0.0	0.0	0.2172	0.0	0.8614	0.7290	0.9164	0.0	0.0	0.1933
0.4931	7.4	2960	0.5154	0.2997	0.3616	0.8624	nan	0.8630	0.9438	0.5746	0.8801	0.4623	nan	0.4956	0.8076	0.0	0.9366	0.0	0.0	0.0	0.6091	0.8923	0.0	0.5130	0.5449	0.0	0.0	0.2851	0.0	0.9378	0.8916	0.9643	0.0	0.0	0.3309	nan	0.7453	0.8829	0.4691	0.7622	0.3513	nan	0.4007	0.5294	0.0	0.8211	0.0	0.0	0.0	0.4575	0.7129	0.0	0.4123	0.4107	0.0	0.0	0.2240	0.0	0.8636	0.7172	0.9162	0.0	0.0	0.2126
0.4139	7.45	2980	0.5361	0.2974	0.3554	0.8596	nan	0.9067	0.9401	0.5200	0.8190	0.4707	nan	0.4548	0.7768	0.0	0.9414	0.0	0.0	0.0	0.6339	0.9135	0.0	0.5133	0.4855	0.0	0.0	0.2783	0.0	0.9263	0.8945	0.9654	0.0	0.0	0.2867	nan	0.7309	0.8785	0.4669	0.7438	0.3449	nan	0.3835	0.5453	0.0	0.8182	0.0	0.0	0.0	0.4709	0.7028	0.0	0.4140	0.3817	0.0	0.0	0.2262	0.0	0.8676	0.7293	0.9175	0.0	0.0	0.1921
0.4325	7.5	3000	0.5198	0.3023	0.3611	0.8615	nan	0.9016	0.9485	0.5432	0.8411	0.3568	nan	0.5307	0.7625	0.0	0.9500	0.0	0.0	0.0	0.6673	0.8479	0.0	0.6283	0.5347	0.0	0.0	0.2746	0.0	0.9340	0.8901	0.9747	0.0	0.0	0.3319	nan	0.7404	0.8730	0.4714	0.7461	0.2979	nan	0.4206	0.5575	0.0	0.8124	0.0	0.0	0.0	0.4756	0.7163	0.0	0.4949	0.4325	0.0	0.0	0.2167	0.0	0.8579	0.7309	0.9107	0.0	0.0	0.2200
0.3147	7.55	3020	0.5324	0.2985	0.3559	0.8560	nan	0.7658	0.9536	0.5358	0.8839	0.4722	nan	0.5414	0.7656	0.0	0.9329	0.0	0.0	0.0	0.5852	0.8718	0.0	0.6318	0.5260	0.0	0.0	0.2208	0.0	0.9415	0.8950	0.9677	0.0	0.0	0.2535	nan	0.6891	0.8606	0.4664	0.7280	0.3733	nan	0.4089	0.5505	0.0	0.8203	0.0	0.0	0.0	0.4569	0.7172	0.0	0.4872	0.4180	0.0	0.0	0.1849	0.0	0.8564	0.7290	0.9159	0.0	0.0	0.1868
0.3878	7.6	3040	0.5274	0.2959	0.3510	0.8571	nan	0.8218	0.9513	0.5248	0.8721	0.4391	nan	0.5590	0.7770	0.0	0.9474	0.0	0.0	0.0	0.5395	0.9000	0.0	0.5331	0.4767	0.0	0.0	0.2187	0.0	0.9431	0.8234	0.9678	0.0	0.0	0.2879	nan	0.7164	0.8650	0.4614	0.7509	0.3587	nan	0.4265	0.5457	0.0	0.8137	0.0	0.0	0.0	0.4358	0.7057	0.0	0.4310	0.4025	0.0	0.0	0.1865	0.0	0.8585	0.6960	0.9130	0.0	0.0	0.1989
0.4846	7.65	3060	0.5279	0.2966	0.3574	0.8588	nan	0.8672	0.9435	0.5636	0.8632	0.4729	nan	0.5210	0.7889	0.0	0.9463	0.0	0.0	0.0	0.5686	0.8402	0.0	0.6785	0.5581	0.0	0.0	0.2361	0.0	0.9535	0.8138	0.9613	0.0	0.0	0.2170	nan	0.7510	0.8787	0.4190	0.7585	0.3374	nan	0.4220	0.5361	0.0	0.8078	0.0	0.0	0.0	0.4469	0.7011	0.0	0.4566	0.4500	0.0	0.0	0.1945	0.0	0.8524	0.6973	0.9161	0.0	0.0	0.1635
0.2481	7.7	3080	0.5639	0.2859	0.3510	0.8430	nan	0.6994	0.9412	0.5529	0.9130	0.3949	nan	0.5366	0.8136	0.0	0.9469	0.0	0.0	0.0	0.5637	0.8673	0.0	0.6710	0.4325	0.0	0.0	0.2450	0.0	0.9422	0.8585	0.9614	0.0	0.0	0.2440	nan	0.6242	0.8763	0.4398	0.5999	0.3126	nan	0.4135	0.5217	0.0	0.8055	0.0	0.0	0.0	0.4375	0.7124	0.0	0.4607	0.3712	0.0	0.0	0.2015	0.0	0.8589	0.7098	0.9167	0.0	0.0	0.1713
0.2529	7.75	3100	0.5395	0.2971	0.3613	0.8570	nan	0.8808	0.9378	0.5606	0.8256	0.4616	nan	0.5823	0.7947	0.0	0.9345	0.0	0.0	0.0	0.5534	0.8715	0.0	0.6197	0.4884	0.0	0.0	0.2583	0.0	0.9141	0.9134	0.9702	0.0	0.0	0.3558	nan	0.7437	0.8781	0.4258	0.7342	0.3579	nan	0.4402	0.5291	0.0	0.8125	0.0	0.0	0.0	0.4371	0.7163	0.0	0.4676	0.3959	0.0	0.0	0.2138	0.0	0.8469	0.6860	0.9125	0.0	0.0	0.2064
0.3521	7.8	3120	0.5406	0.2930	0.3481	0.8556	nan	0.8384	0.9577	0.5565	0.7577	0.4685	nan	0.5597	0.7677	0.0	0.9368	0.0	0.0	0.0	0.5271	0.8981	0.0	0.4736	0.4739	0.0	0.0	0.2478	0.0	0.9464	0.8579	0.9676	0.0	0.0	0.2530	nan	0.7130	0.8747	0.4242	0.7081	0.3520	nan	0.4281	0.5395	0.0	0.8159	0.0	0.0	0.0	0.4307	0.7022	0.0	0.4106	0.4014	0.0	0.0	0.2034	0.0	0.8530	0.7206	0.9154	0.0	0.0	0.1772
0.494	7.85	3140	0.5270	0.2932	0.3574	0.8560	nan	0.8534	0.9501	0.5370	0.8277	0.4786	nan	0.5746	0.8313	0.0	0.9445	0.0	0.0	0.0	0.5307	0.8589	0.0	0.5501	0.4570	0.0	0.0	0.2695	0.0	0.9113	0.9229	0.9734	0.0	0.0	0.3250	nan	0.7264	0.8779	0.4442	0.7526	0.3532	nan	0.4135	0.4783	0.0	0.8124	0.0	0.0	0.0	0.4184	0.7133	0.0	0.4228	0.3902	0.0	0.0	0.2171	0.0	0.8490	0.6921	0.9122	0.0	0.0	0.2026
0.6846	7.9	3160	0.5282	0.2942	0.3509	0.8570	nan	0.8015	0.9593	0.5343	0.8538	0.4506	nan	0.5416	0.8175	0.0	0.9402	0.0	0.0	0.0	0.5319	0.9008	0.0	0.5404	0.4454	0.0	0.0	0.2421	0.0	0.9347	0.8796	0.9562	0.0	0.0	0.2499	nan	0.7088	0.8612	0.4550	0.7676	0.3653	nan	0.4247	0.5020	0.0	0.8133	0.0	0.0	0.0	0.4168	0.7048	0.0	0.4226	0.3831	0.0	0.0	0.2076	0.0	0.8621	0.7256	0.9178	0.0	0.0	0.1695
0.3227	7.95	3180	0.5212	0.2965	0.3535	0.8571	nan	0.8277	0.9419	0.5429	0.8652	0.5264	nan	0.5407	0.7255	0.0	0.9461	0.0	0.0	0.0	0.5963	0.9200	0.0	0.5046	0.4738	0.0	0.0	0.2690	0.0	0.9297	0.8721	0.9686	0.0	0.0	0.2151	nan	0.7184	0.8774	0.4513	0.7546	0.3310	nan	0.4337	0.5544	0.0	0.8129	0.0	0.0	0.0	0.4627	0.6964	0.0	0.4218	0.3839	0.0	0.0	0.2201	0.0	0.8648	0.7215	0.9183	0.0	0.0	0.1610
0.4792	8.0	3200	0.5348	0.2984	0.3627	0.8545	nan	0.8213	0.9560	0.5369	0.8637	0.4826	nan	0.5422	0.8024	0.0	0.9432	0.0	0.0	0.0	0.5502	0.8589	0.0	0.5162	0.5416	0.0	0.0	0.4037	0.0	0.8922	0.9128	0.9701	0.0	0.0	0.3763	nan	0.7254	0.8741	0.4579	0.7702	0.3430	nan	0.4125	0.5315	0.0	0.8155	0.0	0.0	0.0	0.4399	0.7080	0.0	0.4166	0.4255	0.0	0.0	0.2761	0.0	0.8411	0.6621	0.9166	0.0	0.0	0.2320
0.4174	8.05	3220	0.5252	0.2945	0.3454	0.8606	nan	0.8719	0.9508	0.5175	0.8677	0.3994	nan	0.5349	0.7681	0.0	0.9326	0.0	0.0	0.0	0.5059	0.9005	0.0	0.5013	0.4358	0.0	0.0	0.2571	0.0	0.9590	0.8436	0.9466	0.0	0.0	0.2043	nan	0.7318	0.8781	0.4667	0.7823	0.3182	nan	0.4142	0.5298	0.0	0.8216	0.0	0.0	0.0	0.4236	0.6947	0.0	0.4315	0.3699	0.0	0.0	0.2077	0.0	0.8499	0.7191	0.9151	0.0	0.0	0.1650
0.3439	8.1	3240	0.5317	0.2996	0.3597	0.8577	nan	0.8385	0.9510	0.5204	0.8627	0.5474	nan	0.5256	0.7533	0.0	0.9389	0.0	0.0	0.0	0.6479	0.9149	0.0	0.5689	0.5073	0.0	0.0	0.3007	0.0	0.8907	0.9149	0.9594	0.0	0.0	0.2280	nan	0.7229	0.8830	0.4694	0.7580	0.3802	nan	0.4144	0.5597	0.0	0.8222	0.0	0.0	0.0	0.4803	0.7050	0.0	0.4370	0.4023	0.0	0.0	0.2403	0.0	0.8433	0.6713	0.9174	0.0	0.0	0.1811
0.485	8.15	3260	0.5281	0.2986	0.3553	0.8594	nan	0.8432	0.9456	0.4591	0.8487	0.5232	nan	0.5401	0.7822	0.0	0.9382	0.0	0.0	0.0	0.6284	0.8910	0.0	0.5482	0.4449	0.0	0.0	0.2926	0.0	0.9474	0.8759	0.9696	0.0	0.0	0.2459	nan	0.7050	0.8726	0.4270	0.7653	0.3827	nan	0.4176	0.5619	0.0	0.8198	0.0	0.0	0.0	0.4611	0.7105	0.0	0.4369	0.3766	0.0	0.0	0.2263	0.0	0.8616	0.7283	0.9164	0.0	0.0	0.1855
0.6061	8.2	3280	0.5207	0.2969	0.3601	0.8564	nan	0.8148	0.9478	0.5454	0.8710	0.5275	nan	0.5622	0.7913	0.0	0.9405	0.0	0.0	0.0	0.5974	0.8657	0.0	0.6380	0.4464	0.0	0.0	0.2777	0.0	0.9132	0.9224	0.9650	0.0	0.0	0.2585	nan	0.7235	0.8761	0.4468	0.7685	0.3632	nan	0.4213	0.5483	0.0	0.8188	0.0	0.0	0.0	0.4474	0.7120	0.0	0.4300	0.3725	0.0	0.0	0.2217	0.0	0.8480	0.6869	0.9169	0.0	0.0	0.1946
0.2238	8.25	3300	0.5196	0.2990	0.3588	0.8609	nan	0.8551	0.9434	0.5379	0.8777	0.4852	nan	0.5849	0.7931	0.0	0.9327	0.0	0.0	0.0	0.5848	0.9105	0.0	0.5181	0.3956	0.0	0.0	0.3020	0.0	0.9253	0.8946	0.9688	0.0	0.0	0.3307	nan	0.7399	0.8826	0.4744	0.7320	0.3467	nan	0.4418	0.5349	0.0	0.8227	0.0	0.0	0.0	0.4412	0.7067	0.0	0.4290	0.3495	0.0	0.0	0.2399	0.0	0.8599	0.7211	0.9160	0.0	0.0	0.2293
0.4074	8.3	3320	0.5272	0.2975	0.3538	0.8598	nan	0.8479	0.9621	0.5380	0.8711	0.3633	nan	0.5231	0.7580	0.0	0.9509	0.0	0.0	0.0	0.6260	0.8191	0.0	0.6607	0.3546	0.0	0.0	0.2573	0.0	0.9489	0.8685	0.9637	0.0	0.0	0.3629	nan	0.7406	0.8699	0.4827	0.7552	0.3190	nan	0.4096	0.5629	0.0	0.8151	0.0	0.0	0.0	0.4700	0.6985	0.0	0.4187	0.3174	0.0	0.0	0.2069	0.0	0.8615	0.7424	0.9202	0.0	0.0	0.2273
0.2855	8.35	3340	0.5291	0.2986	0.3552	0.8607	nan	0.8998	0.9327	0.5309	0.8674	0.4522	nan	0.5763	0.7421	0.0	0.9504	0.0	0.0	0.0	0.6229	0.9298	0.0	0.5022	0.3817	0.0	0.0	0.2578	0.0	0.9282	0.8750	0.9695	0.0	0.0	0.3016	nan	0.7500	0.8777	0.4750	0.7275	0.3376	nan	0.4404	0.5593	0.0	0.8059	0.0	0.0	0.0	0.4726	0.6925	0.0	0.4097	0.3329	0.0	0.0	0.2162	0.0	0.8685	0.7418	0.9165	0.0	0.0	0.2290
0.7483	8.4	3360	0.5217	0.3016	0.3526	0.8650	nan	0.8778	0.9620	0.5405	0.8706	0.3642	nan	0.4877	0.7205	0.0	0.9153	0.0	0.0	0.0	0.5976	0.8927	0.0	0.5865	0.4271	0.0	0.0	0.3170	0.0	0.9393	0.8859	0.9683	0.0	0.0	0.2813	nan	0.7603	0.8700	0.4773	0.7860	0.3167	nan	0.4106	0.5530	0.0	0.8288	0.0	0.0	0.0	0.4755	0.7101	0.0	0.4344	0.3627	0.0	0.0	0.2392	0.0	0.8640	0.7339	0.9177	0.0	0.0	0.2127
0.462	8.45	3380	0.5116	0.3029	0.3586	0.8617	nan	0.8231	0.9556	0.5428	0.8720	0.4537	nan	0.5655	0.7375	0.0	0.9430	0.0	0.0	0.0	0.6261	0.8585	0.0	0.6065	0.4285	0.0	0.0	0.2817	0.0	0.9452	0.9034	0.9635	0.0	0.0	0.3280	nan	0.7261	0.8677	0.4686	0.7806	0.3690	nan	0.4310	0.5670	0.0	0.8186	0.0	0.0	0.0	0.4775	0.7112	0.0	0.4435	0.3696	0.0	0.0	0.2229	0.0	0.8605	0.7308	0.9186	0.0	0.0	0.2311
0.2585	8.5	3400	0.5190	0.2992	0.3593	0.8607	nan	0.8324	0.9488	0.5634	0.8964	0.4486	nan	0.5914	0.7431	0.0	0.9557	0.0	0.0	0.0	0.6216	0.9088	0.0	0.5165	0.5026	0.0	0.0	0.2697	0.0	0.9141	0.9064	0.9718	0.0	0.0	0.2659	nan	0.7429	0.8810	0.4214	0.7515	0.3506	nan	0.4456	0.5604	0.0	0.7970	0.0	0.0	0.0	0.4723	0.7046	0.0	0.4273	0.4073	0.0	0.0	0.2264	0.0	0.8579	0.7113	0.9151	0.0	0.0	0.2024
0.527	8.55	3420	0.5287	0.3016	0.3608	0.8636	nan	0.8752	0.9488	0.5550	0.8881	0.3913	nan	0.5222	0.7210	0.0	0.9462	0.0	0.0	0.0	0.6722	0.8835	0.0	0.5625	0.6452	0.0	0.0	0.2756	0.0	0.9308	0.9006	0.9623	0.0	0.0	0.2259	nan	0.7452	0.8802	0.4181	0.7858	0.3288	nan	0.4246	0.5641	0.0	0.8155	0.0	0.0	0.0	0.4996	0.7103	0.0	0.4382	0.4371	0.0	0.0	0.2253	0.0	0.8612	0.7216	0.9220	0.0	0.0	0.1762
0.3084	8.6	3440	0.5165	0.3019	0.3575	0.8638	nan	0.8387	0.9497	0.4960	0.8899	0.4819	nan	0.5915	0.7693	0.0	0.9455	0.0	0.0	0.0	0.5332	0.8909	0.0	0.6019	0.5051	0.0	0.0	0.2767	0.0	0.9473	0.8606	0.9631	0.0	0.0	0.2576	nan	0.7148	0.8747	0.4311	0.7863	0.3922	nan	0.4446	0.5408	0.0	0.8171	0.0	0.0	0.0	0.4374	0.7145	0.0	0.4462	0.4048	0.0	0.0	0.2298	0.0	0.8648	0.7441	0.9213	0.0	0.0	0.1998
0.4956	8.65	3460	0.5180	0.2988	0.3553	0.8593	nan	0.8248	0.9425	0.5385	0.8840	0.6220	nan	0.5416	0.7897	0.0	0.9409	0.0	0.0	0.0	0.5308	0.8971	0.0	0.5063	0.4285	0.0	0.0	0.2822	0.0	0.9582	0.7785	0.9655	0.0	0.0061	0.2880	nan	0.7176	0.8783	0.4404	0.7781	0.3941	nan	0.4162	0.5342	0.0	0.8258	0.0	0.0	0.0	0.4341	0.7102	0.0	0.4435	0.3859	0.0	0.0	0.2271	0.0	0.8490	0.6840	0.9170	0.0	0.0060	0.2177
0.5059	8.7	3480	0.5235	0.3027	0.3640	0.8605	nan	0.8431	0.9390	0.5521	0.8841	0.5729	nan	0.5755	0.7498	0.0	0.9344	0.0	0.0	0.0	0.5802	0.9161	0.0	0.5567	0.5763	0.0	0.0	0.2877	0.0	0.9040	0.9182	0.9641	0.0	0.0035	0.2541	nan	0.7372	0.8785	0.4004	0.7853	0.3888	nan	0.4407	0.5487	0.0	0.8289	0.0	0.0	0.0	0.4689	0.7056	0.0	0.4619	0.4422	0.0	0.0	0.2362	0.0	0.8554	0.6895	0.9202	0.0	0.0035	0.1960
0.452	8.75	3500	0.5351	0.3044	0.3639	0.8607	nan	0.8263	0.9540	0.5358	0.9071	0.4385	nan	0.5424	0.7535	0.0	0.9380	0.0	0.0	0.0	0.6617	0.8773	0.0	0.4951	0.6584	0.0	0.0	0.3165	0.0	0.9242	0.8937	0.9572	0.0	0.0024	0.3259	nan	0.7225	0.8728	0.4501	0.7352	0.3760	nan	0.4337	0.5597	0.0	0.8270	0.0	0.0	0.0	0.4872	0.7134	0.0	0.4364	0.4686	0.0	0.0	0.2447	0.0	0.8522	0.7182	0.9226	0.0	0.0024	0.2218
0.3084	8.8	3520	0.5365	0.2986	0.3520	0.8604	nan	0.8316	0.9521	0.5423	0.8923	0.4217	nan	0.5475	0.7330	0.0	0.9454	0.0	0.0	0.0	0.6448	0.9104	0.0	0.5372	0.4830	0.0	0.0	0.2398	0.0	0.9582	0.7914	0.9622	0.0	0.0004	0.2224	nan	0.7304	0.8730	0.4531	0.7443	0.3525	nan	0.4315	0.5556	0.0	0.8178	0.0	0.0	0.0	0.4884	0.7067	0.0	0.4447	0.3908	0.0	0.0	0.2045	0.0	0.8530	0.7112	0.9208	0.0	0.0004	0.1741
0.6096	8.85	3540	0.5179	0.3009	0.3606	0.8636	nan	0.8854	0.9354	0.4952	0.8868	0.5557	nan	0.5310	0.7855	0.0	0.9583	0.0	0.0	0.0	0.6222	0.8773	0.0	0.5010	0.4333	0.0	0.0	0.2613	0.0	0.9397	0.9068	0.9695	0.0	0.0	0.3550	nan	0.7555	0.8791	0.4256	0.7610	0.4062	nan	0.4458	0.5563	0.0	0.8000	0.0	0.0	0.0	0.4565	0.7165	0.0	0.4124	0.3669	0.0	0.0	0.2212	0.0	0.8609	0.7285	0.9154	0.0	0.0	0.2217
0.2971	8.9	3560	0.5189	0.3015	0.3617	0.8607	nan	0.8304	0.9424	0.4925	0.8839	0.5846	nan	0.5281	0.7740	0.0	0.9448	0.0	0.0	0.0	0.6513	0.8744	0.0	0.5039	0.4435	0.0	0.0	0.3223	0.0	0.9420	0.9038	0.9644	0.0	0.0	0.3506	nan	0.7282	0.8778	0.4217	0.7477	0.4065	nan	0.4244	0.5643	0.0	0.8216	0.0	0.0	0.0	0.4735	0.7171	0.0	0.4224	0.3752	0.0	0.0	0.2514	0.0	0.8583	0.7177	0.9189	0.0	0.0	0.2213
0.5689	8.95	3580	0.5279	0.3007	0.3623	0.8588	nan	0.7938	0.9485	0.5550	0.8836	0.5054	nan	0.5561	0.7290	0.0	0.9507	0.0	0.0	0.0	0.6925	0.8974	0.0	0.5836	0.4940	0.0	0.0	0.3104	0.0	0.9268	0.9013	0.9685	0.0	0.0	0.2606	nan	0.7100	0.8716	0.4395	0.7335	0.3878	nan	0.4441	0.5582	0.0	0.8200	0.0	0.0	0.0	0.4818	0.7169	0.0	0.4445	0.3783	0.0	0.0	0.2425	0.0	0.8643	0.7131	0.9206	0.0	0.0	0.1960
0.3104	9.0	3600	0.5243	0.3002	0.3541	0.8603	nan	0.8315	0.9541	0.5350	0.8949	0.3903	nan	0.5702	0.7401	0.0	0.9330	0.0	0.0	0.0	0.6432	0.8710	0.0	0.5878	0.4200	0.0	0.0	0.2676	0.0	0.9547	0.8486	0.9637	0.0	0.0	0.2800	nan	0.7292	0.8646	0.4627	0.7566	0.3459	nan	0.4465	0.5565	0.0	0.8313	0.0	0.0	0.0	0.4768	0.7127	0.0	0.4549	0.3657	0.0	0.0	0.2140	0.0	0.8527	0.7166	0.9207	0.0	0.0	0.1990
0.3851	9.05	3620	0.5064	0.3052	0.3636	0.8651	nan	0.8839	0.9408	0.5347	0.8706	0.5050	nan	0.6205	0.7464	0.0	0.9456	0.0	0.0	0.0	0.6588	0.8830	0.0	0.5593	0.5013	0.0	0.0	0.2558	0.0	0.9407	0.8839	0.9629	0.0	0.0	0.3069	nan	0.7487	0.8764	0.4540	0.7664	0.3900	nan	0.4657	0.5620	0.0	0.8202	0.0	0.0	0.0	0.4678	0.7178	0.0	0.4524	0.4174	0.0	0.0	0.2155	0.0	0.8639	0.7311	0.9205	0.0	0.0	0.2029
0.1417	9.1	3640	0.5128	0.3068	0.3671	0.8616	nan	0.7971	0.9592	0.5468	0.8478	0.5738	nan	0.5498	0.7514	0.0	0.9451	0.0	0.0	0.0	0.6842	0.8752	0.0	0.6010	0.5377	0.0	0.0	0.3286	0.0	0.9280	0.8876	0.9678	0.0	0.0	0.3321	nan	0.7148	0.8651	0.4544	0.7850	0.4196	nan	0.4111	0.5687	0.0	0.8239	0.0	0.0	0.0	0.4746	0.7179	0.0	0.4743	0.4282	0.0	0.0	0.2587	0.0	0.8641	0.7278	0.9220	0.0	0.0	0.2150
0.2436	9.15	3660	0.5298	0.3030	0.3598	0.8615	nan	0.8371	0.9567	0.4410	0.8686	0.4833	nan	0.5151	0.7561	0.0	0.9430	0.0	0.0	0.0	0.7038	0.8991	0.0	0.5481	0.4437	0.0	0.0	0.3706	0.0	0.9301	0.8789	0.9685	0.0	0.0051	0.3241	nan	0.7171	0.8665	0.3991	0.7811	0.3950	nan	0.4299	0.5718	0.0	0.8237	0.0	0.0	0.0	0.4874	0.7143	0.0	0.4311	0.3766	0.0	0.0	0.2732	0.0	0.8677	0.7248	0.9212	0.0	0.0051	0.2135
0.2735	9.2	3680	0.5260	0.3051	0.3627	0.8639	nan	0.8409	0.9534	0.5031	0.8837	0.4855	nan	0.5227	0.7428	0.0	0.9354	0.0	0.0	0.0	0.6698	0.8864	0.0	0.5680	0.5209	0.0	0.0	0.3640	0.0	0.9330	0.9104	0.9634	0.0	0.0	0.2850	nan	0.7330	0.8738	0.4312	0.7789	0.3927	nan	0.4296	0.5757	0.0	0.8229	0.0	0.0	0.0	0.4759	0.7140	0.0	0.4510	0.4186	0.0	0.0	0.2590	0.0	0.8633	0.7269	0.9224	0.0	0.0	0.1986
0.343	9.25	3700	0.5049	0.3042	0.3632	0.8652	nan	0.8735	0.9435	0.5665	0.8648	0.5336	nan	0.5373	0.7748	0.0	0.9483	0.0	0.0	0.0	0.6805	0.8991	0.0	0.4943	0.4866	0.0	0.0	0.3179	0.0	0.9477	0.8647	0.9651	0.0	0.0	0.2882	nan	0.7621	0.8819	0.4221	0.7635	0.3846	nan	0.4353	0.5671	0.0	0.8127	0.0	0.0	0.0	0.4804	0.7111	0.0	0.4420	0.4209	0.0	0.0	0.2431	0.0	0.8623	0.7370	0.9164	0.0	0.0	0.1958
0.4795	9.3	3720	0.5397	0.3017	0.3648	0.8595	nan	0.8152	0.9585	0.5821	0.8666	0.4092	nan	0.5040	0.7795	0.0	0.9461	0.0	0.0	0.0	0.6862	0.8495	0.0	0.5544	0.6356	0.0	0.0	0.2670	0.0	0.9347	0.8946	0.9691	0.0	0.0	0.3877	nan	0.7264	0.8690	0.3933	0.7767	0.3292	nan	0.4173	0.5579	0.0	0.8221	0.0	0.0	0.0	0.4902	0.7123	0.0	0.4491	0.4636	0.0	0.0	0.2172	0.0	0.8643	0.7167	0.9148	0.0	0.0	0.2374
0.5479	9.35	3740	0.5302	0.3004	0.3589	0.8600	nan	0.8141	0.9440	0.5740	0.9021	0.4467	nan	0.5392	0.7795	0.0	0.9272	0.0	0.0	0.0	0.5822	0.9014	0.0	0.5542	0.5312	0.0	0.0	0.2726	0.0	0.9359	0.9186	0.9722	0.0	0.0120	0.2379	nan	0.7201	0.8761	0.4344	0.7292	0.3492	nan	0.4374	0.5515	0.0	0.8307	0.0	0.0	0.0	0.4631	0.7035	0.0	0.4652	0.4278	0.0	0.0	0.2213	0.0	0.8624	0.7238	0.9180	0.0	0.0119	0.1869
0.3201	9.4	3760	0.5194	0.3000	0.3581	0.8616	nan	0.8141	0.9463	0.5525	0.8960	0.5305	nan	0.5572	0.7964	0.0	0.9468	0.0	0.0	0.0	0.5683	0.8903	0.0	0.5384	0.4316	0.0	0.0	0.2612	0.0	0.9506	0.8672	0.9679	0.0	0.0041	0.2969	nan	0.7190	0.8784	0.4492	0.7243	0.3922	nan	0.4448	0.5320	0.0	0.8166	0.0	0.0	0.0	0.4434	0.7143	0.0	0.4452	0.3848	0.0	0.0	0.2171	0.0	0.8623	0.7388	0.9192	0.0	0.0041	0.2141
0.3348	9.45	3780	0.5174	0.3061	0.3650	0.8658	nan	0.8441	0.9504	0.5061	0.8817	0.5257	nan	0.5713	0.7882	0.0	0.9504	0.0	0.0	0.0	0.6256	0.8936	0.0	0.5899	0.5368	0.0	0.0	0.2670	0.0	0.9312	0.9026	0.9651	0.0	0.0016	0.3123	nan	0.7455	0.8760	0.4437	0.7699	0.3917	nan	0.4523	0.5416	0.0	0.8149	0.0	0.0	0.0	0.4679	0.7204	0.0	0.4828	0.4529	0.0	0.0	0.2196	0.0	0.8689	0.7176	0.9204	0.0	0.0016	0.2148
0.2265	9.5	3800	0.5111	0.3048	0.3677	0.8684	nan	0.8775	0.9524	0.5493	0.8888	0.4363	nan	0.5735	0.8472	0.0	0.9341	0.0	0.0	0.0	0.6445	0.9080	0.0	0.5081	0.6137	0.0	0.0	0.2991	0.0	0.9343	0.8754	0.9730	0.0	0.0177	0.3007	nan	0.7641	0.8819	0.4438	0.7880	0.3360	nan	0.4556	0.4549	0.0	0.8318	0.0	0.0	0.0	0.4551	0.7147	0.0	0.4518	0.4798	0.0	0.0	0.2365	0.0	0.8694	0.7461	0.9184	0.0	0.0176	0.2135
0.2032	9.55	3820	0.5303	0.3056	0.3646	0.8651	nan	0.8663	0.9627	0.5117	0.8815	0.3850	nan	0.5367	0.7965	0.0	0.9452	0.0	0.0	0.0	0.6689	0.8815	0.0	0.5714	0.5770	0.0	0.0	0.3134	0.0	0.9176	0.8879	0.9691	0.0	0.0	0.3587	nan	0.7566	0.8703	0.4342	0.7937	0.3302	nan	0.4347	0.5460	0.0	0.8260	0.0	0.0	0.0	0.4751	0.7205	0.0	0.4532	0.4628	0.0	0.0	0.2481	0.0	0.8589	0.7247	0.9222	0.0	0.0	0.2282
0.2007	9.6	3840	0.5062	0.3077	0.3677	0.8662	nan	0.8360	0.9521	0.5517	0.8974	0.5037	nan	0.5639	0.7426	0.0	0.9353	0.0	0.0	0.0	0.7022	0.8960	0.0	0.5591	0.6567	0.0	0.0	0.2796	0.0	0.9316	0.8915	0.9699	0.0	0.0	0.2654	nan	0.7477	0.8791	0.4567	0.7747	0.3792	nan	0.4532	0.5718	0.0	0.8255	0.0	0.0	0.0	0.4801	0.7171	0.0	0.4610	0.4709	0.0	0.0	0.2254	0.0	0.8594	0.7362	0.9224	0.0	0.0	0.1932
0.2146	9.65	3860	0.5064	0.3083	0.3708	0.8651	nan	0.8369	0.9454	0.5400	0.8990	0.5438	nan	0.5808	0.7489	0.0	0.9417	0.0	0.0	0.0	0.7089	0.9059	0.0	0.5540	0.6446	0.0	0.0	0.3407	0.0	0.9228	0.8970	0.9613	0.0	0.0004	0.2652	nan	0.7427	0.8825	0.4617	0.7599	0.3734	nan	0.4539	0.5751	0.0	0.8232	0.0	0.0	0.0	0.4798	0.7181	0.0	0.4670	0.4675	0.0	0.0	0.2577	0.0	0.8627	0.7280	0.9229	0.0	0.0004	0.1985
0.3291	9.7	3880	0.5182	0.3043	0.3623	0.8649	nan	0.8642	0.9521	0.5244	0.8602	0.4626	nan	0.6081	0.7658	0.0	0.9522	0.0	0.0	0.0	0.6559	0.8951	0.0	0.5591	0.4269	0.0	0.0	0.3189	0.0	0.9315	0.8918	0.9698	0.0	0.0	0.3159	nan	0.7380	0.8757	0.4582	0.7828	0.3702	nan	0.4646	0.5498	0.0	0.8096	0.0	0.0	0.0	0.4739	0.7192	0.0	0.4369	0.3749	0.0	0.0	0.2534	0.0	0.8663	0.7385	0.9203	0.0	0.0	0.2103
0.3392	9.75	3900	0.5270	0.2988	0.3602	0.8625	nan	0.8395	0.9476	0.5496	0.8767	0.4721	nan	0.6206	0.8255	0.0	0.9392	0.0	0.0	0.0	0.6174	0.8985	0.0	0.5478	0.3220	0.0	0.0	0.3178	0.0	0.9409	0.8843	0.9729	0.0	0.0	0.3137	nan	0.7328	0.8733	0.4431	0.7614	0.3752	nan	0.4550	0.5036	0.0	0.8272	0.0	0.0	0.0	0.4584	0.7184	0.0	0.4296	0.3001	0.0	0.0	0.2554	0.0	0.8699	0.7408	0.9151	0.0	0.0	0.2015
0.2432	9.8	3920	0.5333	0.3011	0.3581	0.8612	nan	0.8165	0.9453	0.5338	0.8616	0.62	nan	0.5550	0.7696	0.0	0.9361	0.0	0.0	0.0	0.6406	0.9083	0.0	0.5709	0.3588	0.0	0.0	0.2726	0.0	0.9455	0.8718	0.9660	0.0	0.0	0.2459	nan	0.7140	0.8684	0.4507	0.7662	0.4290	nan	0.4492	0.5554	0.0	0.8304	0.0	0.0	0.0	0.4727	0.7154	0.0	0.4349	0.3205	0.0	0.0	0.2256	0.0	0.8663	0.7378	0.9187	0.0	0.0	0.1798
0.204	9.85	3940	0.5295	0.3025	0.3636	0.8611	nan	0.8573	0.9401	0.4243	0.8639	0.5851	nan	0.5648	0.7421	0.0	0.9512	0.0	0.0	0.0	0.6996	0.8915	0.0	0.6250	0.4425	0.0	0.0	0.3258	0.0	0.9236	0.8921	0.9694	0.0	0.0002	0.2992	nan	0.7126	0.8718	0.3859	0.7640	0.4117	nan	0.4549	0.5676	0.0	0.8162	0.0	0.0	0.0	0.4704	0.7219	0.0	0.4409	0.3631	0.0	0.0	0.2569	0.0	0.8701	0.7454	0.9197	0.0	0.0002	0.2095
0.2713	9.9	3960	0.5239	0.3034	0.3588	0.8631	nan	0.8535	0.9509	0.4631	0.8886	0.4438	nan	0.5107	0.7623	0.0	0.9455	0.0	0.0	0.0	0.6745	0.8904	0.0	0.5515	0.4660	0.0	0.0	0.3655	0.0	0.9475	0.8633	0.9704	0.0	0.0006	0.2933	nan	0.7280	0.8680	0.4085	0.7587	0.3631	nan	0.4267	0.5623	0.0	0.8270	0.0	0.0	0.0	0.4838	0.7202	0.0	0.4544	0.3988	0.0	0.0	0.2711	0.0	0.8669	0.7458	0.9197	0.0	0.0006	0.2073
0.3785	9.95	3980	0.5298	0.3026	0.3634	0.8601	nan	0.8028	0.9512	0.5207	0.8967	0.4339	nan	0.5359	0.7914	0.0	0.9436	0.0	0.0	0.0	0.6467	0.8796	0.0	0.5797	0.4776	0.0	0.0	0.3499	0.0	0.9365	0.9062	0.9687	0.0	0.0	0.3712	nan	0.7128	0.8654	0.4348	0.7442	0.3714	nan	0.4278	0.5441	0.0	0.8311	0.0	0.0	0.0	0.4742	0.7222	0.0	0.4518	0.4004	0.0	0.0	0.2683	0.0	0.8696	0.7333	0.9228	0.0	0.0	0.2130
0.5467	10.0	4000	0.5274	0.3045	0.3688	0.8610	nan	0.8402	0.9269	0.5497	0.8816	0.5901	nan	0.5644	0.7825	0.0	0.9522	0.0	0.0	0.0	0.6473	0.8856	0.0	0.6437	0.4682	0.0	0.0	0.2997	0.0	0.9333	0.9163	0.9705	0.0	0.0	0.3195	nan	0.7387	0.8741	0.4178	0.7190	0.4015	nan	0.4526	0.5616	0.0	0.8211	0.0	0.0	0.0	0.4770	0.7257	0.0	0.4970	0.3964	0.0	0.0	0.2404	0.0	0.8637	0.7291	0.9205	0.0	0.0	0.2115
0.1948	10.05	4020	0.5324	0.3032	0.3596	0.8623	nan	0.8455	0.9566	0.5506	0.8294	0.4278	nan	0.5622	0.7514	0.0	0.9543	0.0	0.0	0.0	0.6598	0.9024	0.0	0.5472	0.5303	0.0	0.0	0.2925	0.0	0.9329	0.8892	0.9723	0.0	0.0006	0.2632	nan	0.7176	0.8711	0.4182	0.7415	0.3658	nan	0.4460	0.5663	0.0	0.8227	0.0	0.0	0.0	0.4916	0.7138	0.0	0.4549	0.4280	0.0	0.0	0.2347	0.0	0.8702	0.7477	0.9199	0.0	0.0006	0.1941
0.3775	10.1	4040	0.5312	0.3051	0.3634	0.8642	nan	0.8437	0.9475	0.5340	0.8801	0.5110	nan	0.5463	0.7562	0.0	0.9598	0.0	0.0	0.0	0.6382	0.8732	0.0	0.6379	0.5114	0.0	0.0	0.2413	0.0	0.9291	0.9239	0.9758	0.0	0.0	0.2835	nan	0.7368	0.8707	0.4497	0.7628	0.4179	nan	0.4518	0.5502	0.0	0.8055	0.0	0.0	0.0	0.4767	0.7247	0.0	0.5015	0.4178	0.0	0.0	0.2029	0.0	0.8574	0.7176	0.9141	0.0	0.0	0.2097
0.4402	10.15	4060	0.5335	0.3056	0.3656	0.8637	nan	0.8147	0.9515	0.5351	0.8949	0.4954	nan	0.5438	0.7683	0.0	0.9453	0.0	0.0	0.0	0.7356	0.8833	0.0	0.6050	0.5066	0.0	0.0	0.3012	0.0	0.9439	0.8894	0.9654	0.0	0.0014	0.2824	nan	0.7250	0.8672	0.4535	0.7599	0.4059	nan	0.4395	0.5668	0.0	0.8304	0.0	0.0	0.0	0.4731	0.7203	0.0	0.4539	0.4119	0.0	0.0	0.2331	0.0	0.8658	0.7451	0.9218	0.0	0.0014	0.2089
0.4324	10.2	4080	0.5357	0.3032	0.3605	0.8641	nan	0.8141	0.9579	0.5369	0.8806	0.4935	nan	0.5458	0.7872	0.0	0.9378	0.0	0.0	0.0	0.7015	0.9144	0.0	0.5947	0.4468	0.0	0.0	0.2997	0.0	0.9430	0.8657	0.9670	0.0	0.0116	0.1981	nan	0.7278	0.8683	0.4553	0.7854	0.3976	nan	0.4258	0.5620	0.0	0.8323	0.0	0.0	0.0	0.4805	0.7151	0.0	0.4425	0.3731	0.0	0.0	0.2404	0.0	0.8701	0.7386	0.9212	0.0	0.0115	0.1572
0.2456	10.25	4100	0.5244	0.3095	0.3698	0.8666	nan	0.8187	0.9484	0.5572	0.8914	0.5290	nan	0.5752	0.7829	0.0	0.9453	0.0	0.0	0.0	0.6957	0.9132	0.0	0.6018	0.5425	0.0	0.0	0.3124	0.0	0.9448	0.8731	0.9633	0.0	0.0417	0.2673	nan	0.7343	0.8767	0.4186	0.7662	0.4127	nan	0.4408	0.5717	0.0	0.8280	0.0	0.0	0.0	0.4877	0.7207	0.0	0.4865	0.4370	0.0	0.0	0.2483	0.0	0.8693	0.7499	0.9228	0.0	0.0405	0.2017
0.1822	10.3	4120	0.5344	0.3082	0.3714	0.8628	nan	0.8580	0.9519	0.5454	0.8579	0.4640	nan	0.5787	0.7774	0.0	0.9470	0.0	0.0	0.0	0.7205	0.8789	0.0	0.6410	0.5370	0.0	0.0	0.3422	0.0	0.9079	0.9053	0.9714	0.0	0.0228	0.3508	nan	0.7418	0.8744	0.4238	0.7422	0.3835	nan	0.4581	0.5677	0.0	0.8295	0.0	0.0	0.0	0.4924	0.7275	0.0	0.4995	0.4438	0.0	0.0	0.2586	0.0	0.8537	0.6988	0.9203	0.0	0.0222	0.2335
0.289	10.35	4140	0.5300	0.3047	0.3605	0.8631	nan	0.8606	0.9518	0.4776	0.8591	0.3947	nan	0.5708	0.7615	0.0	0.9355	0.0	0.0	0.0	0.6628	0.8716	0.0	0.6001	0.5659	0.0	0.0	0.2792	0.0	0.9500	0.8872	0.9679	0.0	0.0161	0.2827	nan	0.7271	0.8721	0.4321	0.7378	0.3463	nan	0.4475	0.5745	0.0	0.8348	0.0	0.0	0.0	0.4858	0.7149	0.0	0.4750	0.4340	0.0	0.0	0.2222	0.0	0.8591	0.7406	0.9197	0.0	0.0160	0.2171
0.2983	10.4	4160	0.5244	0.3055	0.3618	0.8645	nan	0.8678	0.9450	0.5258	0.8537	0.4888	nan	0.5542	0.7657	0.0	0.9499	0.0	0.0	0.0	0.6327	0.8996	0.0	0.5747	0.5317	0.0	0.0	0.2750	0.0	0.9459	0.8711	0.9700	0.0	0.0316	0.2554	nan	0.7405	0.8727	0.4407	0.7304	0.3928	nan	0.4492	0.5636	0.0	0.8235	0.0	0.0	0.0	0.4753	0.7124	0.0	0.4560	0.4278	0.0	0.0	0.2255	0.0	0.8700	0.7494	0.9212	0.0	0.0313	0.1986
0.316	10.45	4180	0.5242	0.3067	0.3687	0.8641	nan	0.8227	0.9513	0.5294	0.8829	0.5522	nan	0.5377	0.8115	0.0	0.9412	0.0	0.0	0.0	0.5940	0.8798	0.0	0.6133	0.5649	0.0	0.0	0.3331	0.0	0.9274	0.9029	0.9668	0.0	0.0088	0.3457	nan	0.7287	0.8728	0.4491	0.7629	0.4128	nan	0.4366	0.5338	0.0	0.8345	0.0	0.0	0.0	0.4487	0.7226	0.0	0.4603	0.4415	0.0	0.0	0.2602	0.0	0.8682	0.7305	0.9236	0.0	0.0087	0.2249
0.5035	10.5	4200	0.5534	0.3004	0.3589	0.8578	nan	0.7965	0.9565	0.5399	0.8769	0.4705	nan	0.5343	0.7942	0.0	0.9404	0.0	0.0	0.0	0.5526	0.9145	0.0	0.5062	0.5014	0.0	0.0	0.3403	0.0	0.9110	0.9057	0.9691	0.0	0.0145	0.3199	nan	0.7045	0.8627	0.4437	0.7417	0.3957	nan	0.4352	0.5374	0.0	0.8313	0.0	0.0	0.0	0.4361	0.7105	0.0	0.4258	0.3928	0.0	0.0	0.2690	0.0	0.8620	0.7212	0.9236	0.0	0.0141	0.2075
0.64	10.55	4220	0.5353	0.3030	0.3599	0.8615	nan	0.8436	0.9538	0.5413	0.8495	0.4689	nan	0.5631	0.7402	0.0	0.9460	0.0	0.0	0.0	0.6360	0.8490	0.0	0.5928	0.5238	0.0	0.0	0.2693	0.0	0.9454	0.8969	0.9657	0.0	0.0216	0.2691	nan	0.7356	0.8677	0.4310	0.7481	0.3907	nan	0.4529	0.5661	0.0	0.8283	0.0	0.0	0.0	0.4765	0.7104	0.0	0.4239	0.4058	0.0	0.0	0.2270	0.0	0.8610	0.7365	0.9208	0.0	0.0213	0.1938
0.2401	10.6	4240	0.5340	0.3046	0.3667	0.8628	nan	0.8267	0.9435	0.5403	0.8833	0.5513	nan	0.5931	0.7880	0.0	0.9438	0.0	0.0	0.0	0.6929	0.9188	0.0	0.4762	0.4146	0.0	0.0	0.3674	0.0	0.9336	0.8916	0.9655	0.0	0.0265	0.3424	nan	0.7353	0.8711	0.4253	0.7647	0.4023	nan	0.4578	0.5441	0.0	0.8321	0.0	0.0	0.0	0.4781	0.7143	0.0	0.4083	0.3537	0.0	0.0	0.2898	0.0	0.8718	0.7442	0.9230	0.0	0.0259	0.2117
0.3839	10.65	4260	0.5183	0.3051	0.3698	0.8647	nan	0.8829	0.9422	0.5183	0.8636	0.5065	nan	0.6091	0.8032	0.0	0.9373	0.0	0.0	0.0	0.6625	0.8720	0.0	0.5205	0.4380	0.0	0.0	0.3856	0.0	0.9302	0.9191	0.9660	0.0	0.0005	0.4446	nan	0.7502	0.8805	0.4305	0.7766	0.3877	nan	0.4539	0.5305	0.0	0.8387	0.0	0.0	0.0	0.4672	0.7270	0.0	0.4155	0.3613	0.0	0.0	0.2949	0.0	0.8643	0.7288	0.9226	0.0	0.0005	0.2365
0.4271	10.7	4280	0.5419	0.3044	0.3660	0.8596	nan	0.7910	0.9464	0.5185	0.8956	0.5081	nan	0.5811	0.7747	0.0	0.9387	0.0	0.0	0.0	0.6679	0.9120	0.0	0.5596	0.5275	0.0	0.0	0.3558	0.0	0.9244	0.9019	0.9676	0.0	0.0052	0.3010	nan	0.7049	0.8645	0.4457	0.7381	0.3907	nan	0.4505	0.5585	0.0	0.8326	0.0	0.0	0.0	0.4726	0.7200	0.0	0.4401	0.4013	0.0	0.0	0.2835	0.0	0.8686	0.7355	0.9234	0.0	0.0052	0.2104
0.3728	10.75	4300	0.5433	0.3033	0.3628	0.8622	nan	0.8488	0.9461	0.5353	0.8595	0.4418	nan	0.6000	0.7936	0.0	0.9443	0.0	0.0	0.0	0.6617	0.9110	0.0	0.5532	0.4992	0.0	0.0	0.3388	0.0	0.9320	0.9078	0.9627	0.0	0.0181	0.2194	nan	0.7140	0.8700	0.4295	0.7878	0.3550	nan	0.4580	0.5522	0.0	0.8310	0.0	0.0	0.0	0.4738	0.7165	0.0	0.4401	0.3888	0.0	0.0	0.2727	0.0	0.8674	0.7349	0.9254	0.0	0.0180	0.1734
0.3374	10.8	4320	0.5620	0.3024	0.3656	0.8575	nan	0.8191	0.9549	0.5618	0.8660	0.4769	nan	0.5841	0.7888	0.0	0.9471	0.0	0.0	0.0	0.6640	0.8987	0.0	0.5900	0.5141	0.0	0.0	0.3745	0.0	0.8883	0.9110	0.9739	0.0	0.0	0.2531	nan	0.7321	0.8647	0.4186	0.7953	0.3712	nan	0.4526	0.5544	0.0	0.8294	0.0	0.0	0.0	0.4827	0.7251	0.0	0.4472	0.4072	0.0	0.0	0.2823	0.0	0.8406	0.6636	0.9227	0.0	0.0	0.1885
0.2532	10.85	4340	0.5198	0.3060	0.3663	0.8657	nan	0.8469	0.9436	0.5644	0.8902	0.4835	nan	0.5908	0.7457	0.0	0.9570	0.0	0.0	0.0	0.7036	0.9064	0.0	0.5822	0.4861	0.0	0.0	0.2734	0.0	0.9368	0.8924	0.9687	0.0	0.0	0.3155	nan	0.7418	0.8786	0.4492	0.7697	0.3617	nan	0.4671	0.5643	0.0	0.8180	0.0	0.0	0.0	0.4843	0.7198	0.0	0.4613	0.3995	0.0	0.0	0.2295	0.0	0.8710	0.7482	0.9261	0.0	0.0	0.2096
0.2237	10.9	4360	0.5376	0.3059	0.3689	0.8619	nan	0.8483	0.9524	0.5554	0.8728	0.4667	nan	0.5546	0.7319	0.0	0.9449	0.0	0.0	0.0	0.7606	0.8601	0.0	0.6210	0.5697	0.0	0.0	0.2934	0.0	0.9175	0.9020	0.9688	0.0	0.0	0.3544	nan	0.7418	0.8681	0.4405	0.7770	0.3625	nan	0.4531	0.5672	0.0	0.8314	0.0	0.0	0.0	0.4659	0.7186	0.0	0.4545	0.4519	0.0	0.0	0.2388	0.0	0.8573	0.7163	0.9254	0.0	0.0	0.2243
0.2509	10.95	4380	0.5436	0.3050	0.3698	0.8619	nan	0.8444	0.9506	0.5619	0.8824	0.4674	nan	0.5677	0.7442	0.0	0.9395	0.0	0.0	0.0	0.7956	0.9105	0.0	0.5612	0.5951	0.0	0.0	0.3094	0.0	0.9009	0.9004	0.9767	0.0	0.0012	0.2931	nan	0.7442	0.8735	0.4255	0.7775	0.3605	nan	0.4434	0.5717	0.0	0.8328	0.0	0.0	0.0	0.4576	0.7216	0.0	0.4639	0.4774	0.0	0.0	0.2510	0.0	0.8532	0.6956	0.9213	0.0	0.0012	0.1943
0.3459	11.0	4400	0.5405	0.3074	0.3810	0.8611	nan	0.8714	0.9332	0.5546	0.8970	0.4450	nan	0.6317	0.7876	0.0	0.9417	0.0	0.0	0.0	0.7797	0.8565	0.0	0.6689	0.6387	0.0	0.0	0.3730	0.0	0.9042	0.9095	0.9746	0.0	0.0	0.4055	nan	0.7467	0.8767	0.4472	0.7546	0.3451	nan	0.4590	0.5520	0.0	0.8321	0.0	0.0	0.0	0.4539	0.7228	0.0	0.4784	0.4723	0.0	0.0	0.2787	0.0	0.8521	0.7100	0.9237	0.0	0.0	0.2384
0.2784	11.05	4420	0.5266	0.3055	0.3623	0.8639	nan	0.8225	0.9592	0.5094	0.8881	0.4205	nan	0.5709	0.7815	0.0	0.9459	0.0	0.0	0.0	0.6610	0.9053	0.0	0.5900	0.4610	0.0	0.0	0.3406	0.0	0.9329	0.8738	0.9694	0.0	0.0	0.3253	nan	0.7200	0.8686	0.4515	0.7634	0.3567	nan	0.4393	0.5525	0.0	0.8307	0.0	0.0	0.0	0.4830	0.7184	0.0	0.4567	0.4027	0.0	0.0	0.2697	0.0	0.8720	0.7478	0.9247	0.0	0.0	0.2232
0.6194	11.1	4440	0.5291	0.3051	0.3631	0.8647	nan	0.8652	0.9462	0.5009	0.8848	0.4364	nan	0.5661	0.7873	0.0	0.9395	0.0	0.0	0.0	0.6730	0.9053	0.0	0.5371	0.4806	0.0	0.0	0.3285	0.0	0.9384	0.8920	0.9678	0.0	0.0	0.3324	nan	0.7255	0.8725	0.4335	0.7614	0.3640	nan	0.4511	0.5541	0.0	0.8357	0.0	0.0	0.0	0.4743	0.7202	0.0	0.4371	0.4068	0.0	0.0	0.2609	0.0	0.8730	0.7533	0.9270	0.0	0.0	0.2170
0.2026	11.15	4460	0.5442	0.3070	0.3671	0.8628	nan	0.8019	0.9589	0.5311	0.8981	0.4415	nan	0.5206	0.7544	0.0	0.9300	0.0	0.0	0.0	0.7258	0.8907	0.0	0.5464	0.6227	0.0	0.0	0.3389	0.0	0.9337	0.8918	0.9665	0.0	0.0016	0.3609	nan	0.7132	0.8683	0.4584	0.7408	0.3732	nan	0.4200	0.5764	0.0	0.8420	0.0	0.0	0.0	0.4695	0.7240	0.0	0.4411	0.4755	0.0	0.0	0.2639	0.0	0.8719	0.7440	0.9289	0.0	0.0016	0.2199
0.3275	11.2	4480	0.5169	0.3086	0.3720	0.8647	nan	0.8731	0.9362	0.5469	0.8761	0.5423	nan	0.5246	0.7443	0.0	0.9402	0.0	0.0	0.0	0.7334	0.8713	0.0	0.5287	0.6734	0.0	0.0	0.3404	0.0	0.9404	0.9021	0.9716	0.0	0.0006	0.3301	nan	0.7505	0.8760	0.4468	0.7558	0.3697	nan	0.4457	0.5805	0.0	0.8376	0.0	0.0	0.0	0.4582	0.7212	0.0	0.4374	0.4897	0.0	0.0	0.2656	0.0	0.8667	0.7401	0.9258	0.0	0.0006	0.2151
0.2071	11.25	4500	0.5259	0.3073	0.3700	0.8624	nan	0.8594	0.9483	0.5367	0.8275	0.4729	nan	0.5599	0.7844	0.0	0.9418	0.0	0.0	0.0	0.7366	0.8957	0.0	0.5445	0.6255	0.0	0.0	0.3513	0.0	0.9222	0.9140	0.9707	0.0	0.0065	0.3114	nan	0.7290	0.8718	0.4560	0.7458	0.3533	nan	0.4480	0.5648	0.0	0.8376	0.0	0.0	0.0	0.4661	0.7217	0.0	0.4438	0.4962	0.0	0.0	0.2735	0.0	0.8646	0.7201	0.9244	0.0	0.0065	0.2193
0.3988	11.3	4520	0.5284	0.3049	0.3692	0.8620	nan	0.8018	0.9463	0.5538	0.8848	0.4870	nan	0.5590	0.8076	0.0	0.9488	0.0	0.0	0.0	0.7273	0.8928	0.0	0.5687	0.5840	0.0	0.0	0.3405	0.0	0.9475	0.8732	0.9761	0.0	0.0072	0.2757	nan	0.7218	0.8720	0.4565	0.7279	0.3639	nan	0.4400	0.5344	0.0	0.8276	0.0	0.0	0.0	0.4532	0.7162	0.0	0.4510	0.4804	0.0	0.0	0.2695	0.0	0.8681	0.7453	0.9195	0.0	0.0072	0.2056
0.2107	11.35	4540	0.5327	0.3041	0.3672	0.8629	nan	0.8170	0.9446	0.5566	0.8682	0.5977	nan	0.5885	0.7916	0.0	0.9403	0.0	0.0	0.0	0.6889	0.9093	0.0	0.5536	0.3772	0.0	0.0	0.3464	0.0	0.9297	0.9124	0.9687	0.0	0.0002	0.3257	nan	0.7292	0.8757	0.4449	0.7714	0.3993	nan	0.4542	0.5565	0.0	0.8360	0.0	0.0	0.0	0.4624	0.7188	0.0	0.4247	0.3403	0.0	0.0	0.2773	0.0	0.8681	0.7366	0.9241	0.0	0.0002	0.2164
0.1839	11.4	4560	0.5458	0.3070	0.3693	0.8625	nan	0.7957	0.9564	0.5599	0.8752	0.4858	nan	0.5986	0.7635	0.0	0.9518	0.0	0.0	0.0	0.7127	0.8854	0.0	0.6058	0.5040	0.0	0.0	0.3959	0.0	0.9308	0.9030	0.9506	0.0	0.0	0.3119	nan	0.7169	0.8682	0.4366	0.7695	0.3828	nan	0.4475	0.5749	0.0	0.8293	0.0	0.0	0.0	0.4734	0.7248	0.0	0.4512	0.4225	0.0	0.0	0.2901	0.0	0.8682	0.7353	0.9257	0.0	0.0	0.2156
0.3359	11.45	4580	0.5334	0.3056	0.3659	0.8636	nan	0.8326	0.9443	0.5721	0.8831	0.5626	nan	0.5597	0.7412	0.0	0.9385	0.0	0.0	0.0	0.7296	0.9210	0.0	0.5139	0.5579	0.0	0.0	0.3393	0.0	0.9360	0.8645	0.9676	0.0	0.0056	0.2059	nan	0.7346	0.8780	0.4214	0.7583	0.3783	nan	0.4531	0.5818	0.0	0.8378	0.0	0.0	0.0	0.4775	0.7035	0.0	0.4481	0.4390	0.0	0.0	0.2695	0.0	0.8724	0.7421	0.9269	0.0	0.0055	0.1577
0.4782	11.5	4600	0.5274	0.3082	0.3705	0.8635	nan	0.8530	0.9391	0.5756	0.8744	0.4864	nan	0.5949	0.7637	0.0	0.9415	0.0	0.0	0.0	0.7297	0.8852	0.0	0.5884	0.5444	0.0	0.0	0.3429	0.0	0.9355	0.8997	0.9763	0.0	0.0005	0.2966	nan	0.7297	0.8743	0.4206	0.7591	0.3530	nan	0.4607	0.5798	0.0	0.8348	0.0	0.0	0.0	0.4798	0.7283	0.0	0.4942	0.4606	0.0	0.0	0.2658	0.0	0.8638	0.7325	0.9213	0.0	0.0005	0.2111
0.249	11.55	4620	0.5291	0.3098	0.3680	0.8645	nan	0.8172	0.9465	0.5291	0.8845	0.5179	nan	0.5999	0.7725	0.0	0.9497	0.0	0.0	0.0	0.6279	0.9092	0.0	0.6274	0.5504	0.0	0.0	0.3213	0.0	0.9315	0.8928	0.9708	0.0	0.0106	0.2850	nan	0.7214	0.8670	0.4572	0.7633	0.3805	nan	0.4631	0.5689	0.0	0.8279	0.0	0.0	0.0	0.4777	0.7280	0.0	0.5034	0.4506	0.0	0.0	0.2567	0.0	0.8719	0.7402	0.9263	0.0	0.0105	0.2084
0.3729	11.6	4640	0.5426	0.3049	0.3670	0.8609	nan	0.8085	0.9497	0.5541	0.8691	0.4674	nan	0.5791	0.8167	0.0	0.9539	0.0	0.0	0.0	0.6150	0.8539	0.0	0.5798	0.5469	0.0	0.0	0.2982	0.0	0.9488	0.8835	0.9721	0.0	0.0140	0.3987	nan	0.7119	0.8640	0.4373	0.7621	0.3646	nan	0.4538	0.5158	0.0	0.8225	0.0	0.0	0.0	0.4580	0.7261	0.0	0.4787	0.4526	0.0	0.0	0.2449	0.0	0.8652	0.7370	0.9220	0.0	0.0135	0.2329
0.2951	11.65	4660	0.5303	0.3069	0.3669	0.8627	nan	0.8128	0.9579	0.5595	0.8850	0.4051	nan	0.5485	0.7652	0.0	0.9470	0.0	0.0	0.0	0.7281	0.8915	0.0	0.6087	0.5147	0.0	0.0	0.3126	0.0	0.9345	0.8744	0.9688	0.0	0.0368	0.3573	nan	0.7185	0.8679	0.4440	0.7605	0.3275	nan	0.4393	0.5674	0.0	0.8341	0.0	0.0	0.0	0.4855	0.7231	0.0	0.4734	0.4277	0.0	0.0	0.2548	0.0	0.8720	0.7458	0.9252	0.0	0.0337	0.2269
0.2648	11.7	4680	0.5283	0.3096	0.3680	0.8651	nan	0.8100	0.9563	0.5579	0.8966	0.4601	nan	0.5484	0.7470	0.0	0.9410	0.0	0.0	0.0	0.7002	0.8984	0.0	0.5876	0.6265	0.0	0.0	0.2732	0.0	0.9355	0.8798	0.9704	0.0	0.0048	0.3511	nan	0.7234	0.8684	0.4522	0.7796	0.3551	nan	0.4426	0.5726	0.0	0.8366	0.0	0.0	0.0	0.4871	0.7242	0.0	0.4830	0.4797	0.0	0.0	0.2330	0.0	0.8710	0.7478	0.9242	0.0	0.0046	0.2305
0.2368	11.75	4700	0.5455	0.3060	0.3641	0.8610	nan	0.7966	0.9570	0.5723	0.8470	0.4491	nan	0.5589	0.7546	0.0	0.9437	0.0	0.0	0.0	0.6876	0.8963	0.0	0.5394	0.4762	0.0	0.0	0.3037	0.0	0.9410	0.8929	0.9689	0.0	0.0007	0.4286	nan	0.7028	0.8615	0.4209	0.7817	0.3606	nan	0.4448	0.5676	0.0	0.8342	0.0	0.0	0.0	0.4927	0.7218	0.0	0.4599	0.4177	0.0	0.0	0.2441	0.0	0.8702	0.7375	0.9270	0.0	0.0006	0.2536
0.3736	11.8	4720	0.5251	0.3092	0.3705	0.8646	nan	0.8246	0.9530	0.5605	0.8823	0.4750	nan	0.5220	0.7712	0.0	0.9490	0.0	0.0	0.0	0.7323	0.8826	0.0	0.5791	0.5480	0.0	0.0	0.3038	0.0	0.9371	0.8894	0.9727	0.0	0.0326	0.4128	nan	0.7257	0.8724	0.4449	0.7550	0.3651	nan	0.4305	0.5558	0.0	0.8332	0.0	0.0	0.0	0.4877	0.7273	0.0	0.4748	0.4592	0.0	0.0	0.2441	0.0	0.8699	0.7386	0.9227	0.0	0.0310	0.2650
0.2408	11.85	4740	0.5320	0.3097	0.3715	0.8640	nan	0.8250	0.9454	0.5602	0.8952	0.4433	nan	0.5832	0.7210	0.0	0.9497	0.0	0.0	0.0	0.7291	0.8830	0.0	0.6164	0.5870	0.0	0.0	0.3405	0.0	0.9385	0.8845	0.9728	0.0	0.0031	0.3826	nan	0.7276	0.8716	0.4500	0.7188	0.3571	nan	0.4555	0.5627	0.0	0.8318	0.0	0.0	0.0	0.4865	0.7272	0.0	0.4858	0.4803	0.0	0.0	0.2644	0.0	0.8721	0.7454	0.9236	0.0	0.0030	0.2569
0.1472	11.9	4760	0.5173	0.3114	0.3692	0.8679	nan	0.8555	0.9540	0.5636	0.8728	0.4417	nan	0.5691	0.7161	0.0	0.9499	0.0	0.0	0.0	0.6914	0.8852	0.0	0.5998	0.5309	0.0	0.0	0.3374	0.0	0.9373	0.8908	0.9707	0.0	0.0000	0.4162	nan	0.7362	0.8790	0.4485	0.7703	0.3577	nan	0.4511	0.5698	0.0	0.8320	0.0	0.0	0.0	0.5013	0.7265	0.0	0.4767	0.4545	0.0	0.0	0.2680	0.0	0.8729	0.7493	0.9263	0.0	0.0000	0.2553
0.2315	11.95	4780	0.5289	0.3078	0.3716	0.8617	nan	0.8101	0.9447	0.5205	0.8891	0.5654	nan	0.6124	0.7652	0.0	0.9549	0.0	0.0	0.0	0.6757	0.8859	0.0	0.5860	0.5263	0.0	0.0	0.3478	0.0	0.9168	0.9091	0.9686	0.0	0.0001	0.3831	nan	0.7191	0.8764	0.4503	0.7522	0.3914	nan	0.4652	0.5714	0.0	0.8268	0.0	0.0	0.0	0.4780	0.7315	0.0	0.4518	0.4304	0.0	0.0	0.2745	0.0	0.8586	0.7118	0.9273	0.0	0.0001	0.2394
0.3863	12.0	4800	0.5503	0.3058	0.3665	0.8600	nan	0.8458	0.9544	0.5301	0.8528	0.4589	nan	0.5736	0.7397	0.0	0.9501	0.0	0.0	0.0	0.6764	0.9105	0.0	0.5693	0.5892	0.0	0.0	0.3554	0.0	0.8920	0.8966	0.9692	0.0	0.0006	0.3287	nan	0.7229	0.8764	0.4515	0.7657	0.3510	nan	0.4518	0.5608	0.0	0.8329	0.0	0.0	0.0	0.4878	0.7249	0.0	0.4593	0.4484	0.0	0.0	0.2797	0.0	0.8412	0.6793	0.9270	0.0	0.0006	0.2288
0.2438	12.05	4820	0.5145	0.3105	0.3722	0.8664	nan	0.8705	0.9417	0.5919	0.8486	0.5346	nan	0.5977	0.7610	0.0	0.9475	0.0	0.0	0.0	0.7058	0.8958	0.0	0.5491	0.5574	0.0	0.0	0.3418	0.0	0.9356	0.8929	0.9686	0.0	0.0156	0.3280	nan	0.7351	0.8858	0.4875	0.7518	0.3738	nan	0.4616	0.5623	0.0	0.8359	0.0	0.0	0.0	0.4830	0.7248	0.0	0.4552	0.4507	0.0	0.0	0.2649	0.0	0.8635	0.7339	0.9261	0.0	0.0153	0.2366
0.262	12.1	4840	0.5374	0.3092	0.3672	0.8649	nan	0.8017	0.9619	0.5337	0.8762	0.4420	nan	0.5732	0.7759	0.0	0.9398	0.0	0.0	0.0	0.7125	0.9120	0.0	0.5483	0.5565	0.0	0.0	0.3622	0.0	0.9410	0.8668	0.9708	0.0	0.0166	0.3272	nan	0.7158	0.8704	0.4608	0.7551	0.3614	nan	0.4375	0.5631	0.0	0.8409	0.0	0.0	0.0	0.4945	0.7218	0.0	0.4611	0.4518	0.0	0.0	0.2736	0.0	0.8722	0.7492	0.9277	0.0	0.0164	0.2303
0.2144	12.15	4860	0.5206	0.3100	0.3737	0.8658	nan	0.8959	0.9325	0.5541	0.8583	0.5607	nan	0.5601	0.7864	0.0	0.9518	0.0	0.0	0.0	0.7141	0.8887	0.0	0.5199	0.5896	0.0	0.0	0.3366	0.0	0.9428	0.8642	0.9614	0.0	0.0059	0.4078	nan	0.7354	0.8837	0.4540	0.7754	0.3541	nan	0.4630	0.5486	0.0	0.8294	0.0	0.0	0.0	0.4744	0.7289	0.0	0.4509	0.4703	0.0	0.0	0.2662	0.0	0.8703	0.7419	0.9262	0.0	0.0059	0.2516
0.1502	12.2	4880	0.5488	0.3069	0.3668	0.8631	nan	0.8233	0.9634	0.5463	0.8506	0.4628	nan	0.5566	0.7890	0.0	0.9424	0.0	0.0	0.0	0.6565	0.9028	0.0	0.5314	0.5314	0.0	0.0	0.3869	0.0	0.9197	0.8883	0.9599	0.0	0.0078	0.3842	nan	0.7294	0.8715	0.4429	0.7771	0.3637	nan	0.4256	0.5418	0.0	0.8352	0.0	0.0	0.0	0.4705	0.7249	0.0	0.4497	0.4447	0.0	0.0	0.2970	0.0	0.8595	0.7169	0.9280	0.0	0.0077	0.2403
0.2799	12.25	4900	0.5252	0.3119	0.3760	0.8656	nan	0.8363	0.9444	0.5371	0.8874	0.5245	nan	0.5999	0.7538	0.0	0.9308	0.0	0.0	0.0	0.7476	0.8728	0.0	0.5127	0.6774	0.0	0.0	0.3519	0.0	0.9463	0.9006	0.9714	0.0	0.0985	0.3158	nan	0.7322	0.8783	0.4489	0.7679	0.3711	nan	0.4675	0.5621	0.0	0.8378	0.0	0.0	0.0	0.4596	0.7228	0.0	0.4459	0.4830	0.0	0.0	0.2599	0.0	0.8639	0.7374	0.9244	0.0	0.0955	0.2344
0.2022	12.3	4920	0.5391	0.3103	0.3676	0.8657	nan	0.8549	0.9530	0.5411	0.8678	0.4660	nan	0.5554	0.7139	0.0	0.9443	0.0	0.0	0.0	0.6800	0.9191	0.0	0.5459	0.6261	0.0	0.0	0.3295	0.0	0.9164	0.9024	0.9746	0.0	0.0504	0.2886	nan	0.7386	0.8725	0.4458	0.7805	0.3658	nan	0.4581	0.5577	0.0	0.8325	0.0	0.0	0.0	0.5033	0.7101	0.0	0.4573	0.4649	0.0	0.0	0.2559	0.0	0.8712	0.7345	0.9248	0.0	0.0493	0.2161
0.5632	12.35	4940	0.5166	0.3107	0.3700	0.8676	nan	0.8708	0.9429	0.5431	0.8776	0.5584	nan	0.5351	0.7303	0.0	0.9539	0.0	0.0	0.0	0.6747	0.8923	0.0	0.5206	0.6056	0.0	0.0	0.3267	0.0	0.9392	0.8843	0.9709	0.0	0.0319	0.3533	nan	0.7565	0.8841	0.4327	0.7828	0.3555	nan	0.4428	0.5633	0.0	0.8282	0.0	0.0	0.0	0.4949	0.7207	0.0	0.4495	0.4717	0.0	0.0	0.2545	0.0	0.8708	0.7445	0.9244	0.0	0.0315	0.2452
0.2731	12.4	4960	0.5262	0.3081	0.3696	0.8646	nan	0.8356	0.9444	0.5661	0.8959	0.4940	nan	0.5782	0.7570	0.0	0.9441	0.0	0.0	0.0	0.6646	0.8917	0.0	0.5443	0.5832	0.0	0.0	0.3007	0.0	0.9340	0.8918	0.9717	0.0	0.0010	0.3991	nan	0.7343	0.8827	0.4403	0.7310	0.3462	nan	0.4606	0.5538	0.0	0.8381	0.0	0.0	0.0	0.4922	0.7244	0.0	0.4553	0.4710	0.0	0.0	0.2470	0.0	0.8705	0.7391	0.9259	0.0	0.0010	0.2548
0.3619	12.45	4980	0.5301	0.3084	0.3690	0.8651	nan	0.8506	0.9449	0.5611	0.8862	0.4782	nan	0.5656	0.7691	0.0	0.9372	0.0	0.0	0.0	0.6422	0.8856	0.0	0.5694	0.6299	0.0	0.0	0.2846	0.0	0.9322	0.9108	0.9661	0.0	0.0	0.3638	nan	0.7430	0.8803	0.4646	0.7510	0.3436	nan	0.4621	0.5553	0.0	0.8406	0.0	0.0	0.0	0.4790	0.7250	0.0	0.4509	0.4847	0.0	0.0	0.2352	0.0	0.8631	0.7262	0.9277	0.0	0.0	0.2434
0.2168	12.5	5000	0.5166	0.3078	0.3678	0.8650	nan	0.8248	0.9471	0.5402	0.8817	0.5519	nan	0.5909	0.7721	0.0	0.9470	0.0	0.0	0.0	0.6560	0.9165	0.0	0.5486	0.5510	0.0	0.0	0.2941	0.0	0.9266	0.9030	0.9671	0.0	0.0	0.3201	nan	0.7338	0.8771	0.4576	0.7645	0.3702	nan	0.4609	0.5425	0.0	0.8361	0.0	0.0	0.0	0.4749	0.7176	0.0	0.4564	0.4625	0.0	0.0	0.2430	0.0	0.8701	0.7373	0.9263	0.0	0.0	0.2257
0.238	12.55	5020	0.5228	0.3091	0.3718	0.8674	nan	0.8586	0.9484	0.5632	0.8786	0.4994	nan	0.5808	0.7898	0.0	0.9484	0.0	0.0	0.0	0.6544	0.8765	0.0	0.6460	0.5486	0.0	0.0	0.3324	0.0	0.9308	0.9013	0.9667	0.0	0.0	0.3443	nan	0.7417	0.8786	0.4481	0.7799	0.3828	nan	0.4672	0.5325	0.0	0.8336	0.0	0.0	0.0	0.4606	0.7278	0.0	0.4561	0.4490	0.0	0.0	0.2620	0.0	0.8672	0.7434	0.9269	0.0	0.0	0.2426
0.1892	12.6	5040	0.5281	0.3099	0.3715	0.8664	nan	0.8128	0.9567	0.5565	0.8916	0.4660	nan	0.5626	0.6998	0.0	0.9285	0.0	0.0	0.0	0.7845	0.8940	0.0	0.5947	0.5797	0.0	0.0	0.3372	0.0	0.9444	0.8713	0.9642	0.0	0.0021	0.4130	nan	0.7218	0.8725	0.4356	0.7617	0.3834	nan	0.4533	0.5451	0.0	0.8427	0.0	0.0	0.0	0.4588	0.7287	0.0	0.4752	0.4676	0.0	0.0	0.2623	0.0	0.8736	0.7556	0.9270	0.0	0.0021	0.2582
0.4006	12.65	5060	0.5316	0.3118	0.3755	0.8680	nan	0.8537	0.9594	0.5599	0.8576	0.4410	nan	0.5638	0.6682	0.0	0.9447	0.0	0.0	0.0	0.8043	0.8684	0.0	0.6044	0.6694	0.0	0.0	0.3587	0.0	0.9318	0.8884	0.9722	0.0	0.0233	0.4229	nan	0.7417	0.8718	0.4213	0.7803	0.3769	nan	0.4561	0.5284	0.0	0.8335	0.0	0.0	0.0	0.4443	0.7262	0.0	0.5031	0.4967	0.0	0.0	0.2714	0.0	0.8705	0.7466	0.9245	0.0	0.0232	0.2732
1.3471	12.7	5080	0.5345	0.3121	0.3802	0.8682	nan	0.8917	0.9332	0.6467	0.8779	0.4924	nan	0.5712	0.7030	0.0	0.9560	0.0	0.0	0.0	0.7946	0.8900	0.0	0.5899	0.6473	0.0	0.0	0.3749	0.0	0.9251	0.9079	0.9720	0.0	0.0111	0.3613	nan	0.7513	0.8839	0.4362	0.7658	0.3793	nan	0.4683	0.5353	0.0	0.8227	0.0	0.0	0.0	0.4596	0.7317	0.0	0.5106	0.4899	0.0	0.0	0.2785	0.0	0.8633	0.7349	0.9238	0.0	0.0111	0.2547
0.3396	12.75	5100	0.5441	0.3080	0.3699	0.8648	nan	0.8226	0.9556	0.5610	0.8885	0.4878	nan	0.5538	0.7042	0.0	0.9530	0.0	0.0	0.0	0.7420	0.8955	0.0	0.6078	0.5653	0.0	0.0	0.3702	0.0	0.9152	0.9126	0.9685	0.0	0.0020	0.3025	nan	0.7381	0.8731	0.4266	0.7847	0.3919	nan	0.4399	0.5425	0.0	0.8264	0.0	0.0	0.0	0.4780	0.7290	0.0	0.4749	0.4687	0.0	0.0	0.2758	0.0	0.8588	0.7063	0.9270	0.0	0.0020	0.2215
0.3898	12.8	5120	0.5152	0.3110	0.3697	0.8680	nan	0.8268	0.9534	0.5135	0.8937	0.5355	nan	0.5573	0.7290	0.0	0.9446	0.0	0.0	0.0	0.7396	0.8954	0.0	0.5506	0.5434	0.0	0.0	0.3729	0.0	0.9462	0.8773	0.9735	0.0	0.0018	0.3462	nan	0.7311	0.8760	0.4487	0.7691	0.4025	nan	0.4361	0.5497	0.0	0.8379	0.0	0.0	0.0	0.4833	0.7282	0.0	0.4653	0.4662	0.0	0.0	0.2838	0.0	0.8717	0.7505	0.9232	0.0	0.0018	0.2378
0.4432	12.85	5140	0.5220	0.3106	0.3697	0.8689	nan	0.8735	0.9532	0.5358	0.8701	0.4951	nan	0.5512	0.7214	0.0	0.9568	0.0	0.0	0.0	0.7550	0.8932	0.0	0.5331	0.5326	0.0	0.0	0.3613	0.0	0.9317	0.8950	0.9730	0.0	0.0060	0.3634	nan	0.7523	0.8789	0.4517	0.7784	0.3755	nan	0.4524	0.5488	0.0	0.8267	0.0	0.0	0.0	0.4804	0.7276	0.0	0.4478	0.4570	0.0	0.0	0.2831	0.0	0.8687	0.7391	0.9231	0.0	0.0060	0.2515
0.2131	12.9	5160	0.5248	0.3093	0.3729	0.8662	nan	0.8301	0.9493	0.5444	0.8910	0.5531	nan	0.5632	0.7445	0.0	0.9453	0.0	0.0	0.0	0.7635	0.8988	0.0	0.5577	0.5575	0.0	0.0	0.3553	0.0	0.9255	0.9049	0.9725	0.0	0.0077	0.3410	nan	0.7410	0.8847	0.4396	0.7603	0.3696	nan	0.4460	0.5491	0.0	0.8394	0.0	0.0	0.0	0.4837	0.7272	0.0	0.4605	0.4700	0.0	0.0	0.2746	0.0	0.8655	0.7293	0.9238	0.0	0.0076	0.2351
0.7341	12.95	5180	0.5207	0.3110	0.3740	0.8674	nan	0.8627	0.9381	0.5295	0.8734	0.5851	nan	0.6257	0.7376	0.0	0.9487	0.0	0.0	0.0	0.7430	0.8845	0.0	0.5610	0.5353	0.0	0.0	0.3101	0.0	0.9400	0.8981	0.9684	0.0	0.0004	0.4017	nan	0.7573	0.8761	0.4422	0.7543	0.4090	nan	0.4679	0.5529	0.0	0.8330	0.0	0.0	0.0	0.4851	0.7297	0.0	0.4567	0.4536	0.0	0.0	0.2562	0.0	0.8708	0.7464	0.9237	0.0	0.0004	0.2479
0.4251	13.0	5200	0.5525	0.3084	0.3696	0.8612	nan	0.7652	0.9546	0.5113	0.8784	0.5186	nan	0.6183	0.7198	0.0	0.9498	0.0	0.0	0.0	0.7329	0.8720	0.0	0.6406	0.5352	0.0	0.0	0.3215	0.0	0.9400	0.8963	0.9693	0.0	0.0003	0.3716	nan	0.6900	0.8583	0.4350	0.7637	0.4251	nan	0.4611	0.5528	0.0	0.8344	0.0	0.0	0.0	0.4828	0.7294	0.0	0.4666	0.4521	0.0	0.0	0.2544	0.0	0.8711	0.7301	0.9240	0.0	0.0003	0.2455
0.2062	13.05	5220	0.5412	0.3102	0.3702	0.8648	nan	0.8232	0.9524	0.4907	0.8769	0.5035	nan	0.5760	0.7237	0.0	0.9509	0.0	0.0	0.0	0.7653	0.8794	0.0	0.5662	0.5856	0.0	0.0	0.3418	0.0	0.9441	0.8708	0.9748	0.0	0.0060	0.3859	nan	0.7162	0.8637	0.4139	0.7738	0.4154	nan	0.4637	0.5551	0.0	0.8335	0.0	0.0	0.0	0.4746	0.7314	0.0	0.4672	0.4751	0.0	0.0	0.2639	0.0	0.8684	0.7306	0.9205	0.0	0.0059	0.2623
0.3016	13.1	5240	0.5341	0.3054	0.3660	0.8638	nan	0.8357	0.9475	0.4769	0.8898	0.4856	nan	0.6009	0.7466	0.0	0.9358	0.0	0.0	0.0	0.7366	0.8902	0.0	0.5456	0.4577	0.0	0.0	0.3294	0.0	0.9410	0.9001	0.9654	0.0	0.0007	0.3914	nan	0.7214	0.8730	0.4042	0.7600	0.3906	nan	0.4603	0.5485	0.0	0.8413	0.0	0.0	0.0	0.4732	0.7296	0.0	0.4399	0.3982	0.0	0.0	0.2561	0.0	0.8631	0.7311	0.9222	0.0	0.0007	0.2648
0.6347	13.15	5260	0.5336	0.3053	0.3623	0.8643	nan	0.8153	0.9570	0.5307	0.8788	0.4661	nan	0.5444	0.7116	0.0	0.9468	0.0	0.0	0.0	0.7109	0.8960	0.0	0.5710	0.4578	0.0	0.0	0.3118	0.0	0.9435	0.8920	0.9643	0.0	0.0	0.3566	nan	0.7227	0.8681	0.4253	0.7750	0.3908	nan	0.4449	0.5473	0.0	0.8374	0.0	0.0	0.0	0.4826	0.7276	0.0	0.4392	0.3954	0.0	0.0	0.2483	0.0	0.8660	0.7332	0.9240	0.0	0.0	0.2474
0.3054	13.2	5280	0.5413	0.3087	0.3716	0.8646	nan	0.7874	0.9608	0.5664	0.8912	0.4959	nan	0.5814	0.7322	0.0	0.9294	0.0	0.0	0.0	0.7294	0.9044	0.0	0.6082	0.6252	0.0	0.0	0.3780	0.0	0.9348	0.8453	0.9642	0.0	0.0015	0.3285	nan	0.7251	0.8699	0.4164	0.7761	0.4123	nan	0.4537	0.5520	0.0	0.8388	0.0	0.0	0.0	0.4679	0.7260	0.0	0.4515	0.4607	0.0	0.0	0.2803	0.0	0.8673	0.7278	0.9278	0.0	0.0015	0.2333
0.1699	13.25	5300	0.5163	0.3097	0.3692	0.8708	nan	0.8752	0.9575	0.5531	0.8738	0.4593	nan	0.6108	0.7620	0.0	0.9550	0.0	0.0	0.0	0.7170	0.9038	0.0	0.5523	0.4787	0.0	0.0	0.3317	0.0	0.9307	0.8857	0.9744	0.0	0.0091	0.3536	nan	0.7650	0.8821	0.4341	0.7872	0.3759	nan	0.4636	0.5415	0.0	0.8288	0.0	0.0	0.0	0.4793	0.7255	0.0	0.4544	0.4222	0.0	0.0	0.2633	0.0	0.8706	0.7454	0.9230	0.0	0.0090	0.2489
0.244	13.3	5320	0.5223	0.3079	0.3666	0.8684	nan	0.8373	0.9565	0.5426	0.8937	0.4562	nan	0.5836	0.7394	0.0	0.9444	0.0	0.0	0.0	0.7403	0.8910	0.0	0.6029	0.4557	0.0	0.0	0.2962	0.0	0.9471	0.8794	0.9720	0.0	0.0012	0.3589	nan	0.7468	0.8736	0.4419	0.7747	0.3836	nan	0.4590	0.5503	0.0	0.8374	0.0	0.0	0.0	0.4743	0.7287	0.0	0.4528	0.4040	0.0	0.0	0.2393	0.0	0.8711	0.7551	0.9240	0.0	0.0012	0.2438
0.2963	13.35	5340	0.5216	0.3096	0.3763	0.8668	nan	0.8694	0.9310	0.5606	0.8865	0.5713	nan	0.6081	0.7431	0.0	0.9606	0.0	0.0	0.0	0.7406	0.8760	0.0	0.6209	0.5464	0.0	0.0	0.3075	0.0	0.9357	0.8977	0.9756	0.0	0.0	0.3878	nan	0.7638	0.8778	0.4397	0.7578	0.3827	nan	0.4666	0.5557	0.0	0.8220	0.0	0.0	0.0	0.4722	0.7334	0.0	0.4506	0.4478	0.0	0.0	0.2452	0.0	0.8736	0.7441	0.9219	0.0	0.0	0.2632
0.2879	13.4	5360	0.5391	0.3101	0.3717	0.8674	nan	0.8759	0.9453	0.5532	0.8805	0.4058	nan	0.6126	0.7670	0.0	0.9436	0.0	0.0	0.0	0.7011	0.8895	0.0	0.6070	0.4885	0.0	0.0	0.3808	0.0	0.9311	0.9157	0.9723	0.0	0.0000	0.3952	nan	0.7574	0.8739	0.4513	0.7584	0.3476	nan	0.4644	0.5528	0.0	0.8393	0.0	0.0	0.0	0.4926	0.7344	0.0	0.4591	0.4256	0.0	0.0	0.2844	0.0	0.8707	0.7297	0.9252	0.0	0.0000	0.2653
0.4114	13.45	5380	0.5222	0.3114	0.3724	0.8676	nan	0.8745	0.9440	0.5228	0.8820	0.5174	nan	0.5895	0.7491	0.0	0.9405	0.0	0.0	0.0	0.7360	0.8958	0.0	0.5624	0.5374	0.0	0.0	0.3699	0.0	0.9284	0.9021	0.9682	0.0	0.0012	0.3688	nan	0.7583	0.8776	0.4519	0.7591	0.3747	nan	0.4645	0.5587	0.0	0.8403	0.0	0.0	0.0	0.4825	0.7319	0.0	0.4568	0.4561	0.0	0.0	0.2834	0.0	0.8643	0.7284	0.9279	0.0	0.0012	0.2584
0.1874	13.5	5400	0.5246	0.3096	0.3674	0.8670	nan	0.8719	0.9461	0.4706	0.8880	0.5119	nan	0.5269	0.7026	0.0	0.9481	0.0	0.0	0.0	0.7473	0.9197	0.0	0.5508	0.5494	0.0	0.0	0.3465	0.0	0.9274	0.8900	0.9687	0.0	0.0431	0.3143	nan	0.7563	0.8742	0.4248	0.7511	0.3795	nan	0.4409	0.5575	0.0	0.8361	0.0	0.0	0.0	0.4855	0.7194	0.0	0.4527	0.4532	0.0	0.0	0.2699	0.0	0.8727	0.7454	0.9289	0.0	0.0420	0.2279
0.1217	13.55	5420	0.5144	0.3149	0.3804	0.8687	nan	0.8795	0.9400	0.5328	0.8768	0.5489	nan	0.5897	0.7480	0.0	0.9511	0.0	0.0	0.0	0.7526	0.8942	0.0	0.5614	0.6618	0.0	0.0	0.3695	0.0	0.9283	0.8925	0.9733	0.0	0.1185	0.3338	nan	0.7581	0.8809	0.4513	0.7565	0.3789	nan	0.4624	0.5514	0.0	0.8339	0.0	0.0	0.0	0.4700	0.7311	0.0	0.4641	0.4848	0.0	0.0	0.2774	0.0	0.8717	0.7491	0.9269	0.0	0.0980	0.2461
0.4252	13.6	5440	0.5099	0.3134	0.3740	0.8702	nan	0.8541	0.9553	0.5488	0.8706	0.5141	nan	0.5571	0.7601	0.0	0.9439	0.0	0.0	0.0	0.7167	0.8977	0.0	0.5869	0.5604	0.0	0.0	0.3911	0.0	0.9379	0.8897	0.9691	0.0	0.0609	0.3288	nan	0.7647	0.8796	0.4441	0.7760	0.3792	nan	0.4411	0.5466	0.0	0.8413	0.0	0.0	0.0	0.4794	0.7313	0.0	0.4689	0.4612	0.0	0.0	0.2879	0.0	0.8692	0.7478	0.9280	0.0	0.0533	0.2423
0.2004	13.65	5460	0.5225	0.3099	0.3724	0.8678	nan	0.8852	0.9412	0.5081	0.8793	0.5094	nan	0.5687	0.7337	0.0	0.9501	0.0	0.0	0.0	0.7664	0.8940	0.0	0.5799	0.5091	0.0	0.0	0.3500	0.0	0.9295	0.9193	0.9728	0.0	0.0635	0.3296	nan	0.7493	0.8832	0.4308	0.7770	0.3720	nan	0.4591	0.5553	0.0	0.8341	0.0	0.0	0.0	0.4730	0.7312	0.0	0.4557	0.4181	0.0	0.0	0.2683	0.0	0.8664	0.7330	0.9267	0.0	0.0580	0.2350
0.2188	13.7	5480	0.5297	0.3115	0.3714	0.8682	nan	0.8489	0.9634	0.4891	0.8626	0.4653	nan	0.5426	0.7338	0.0	0.9515	0.0	0.0	0.0	0.7614	0.8771	0.0	0.6017	0.5238	0.0	0.0	0.3870	0.0	0.9363	0.8869	0.9731	0.0	0.0831	0.3698	nan	0.7396	0.8750	0.4269	0.7886	0.3682	nan	0.4412	0.5559	0.0	0.8346	0.0	0.0	0.0	0.4706	0.7309	0.0	0.4527	0.4324	0.0	0.0	0.2886	0.0	0.8725	0.7488	0.9271	0.0	0.0731	0.2546
0.2389	13.75	5500	0.5113	0.3144	0.3773	0.8712	nan	0.8732	0.9507	0.6016	0.8568	0.5197	nan	0.5713	0.7338	0.0	0.9505	0.0	0.0	0.0	0.7527	0.8732	0.0	0.6227	0.5309	0.0	0.0	0.3841	0.0	0.9496	0.8630	0.9734	0.0	0.0503	0.3951	nan	0.7556	0.8882	0.4446	0.7895	0.3832	nan	0.4613	0.5596	0.0	0.8362	0.0	0.0	0.0	0.4786	0.7318	0.0	0.4659	0.4363	0.0	0.0	0.2856	0.0	0.8702	0.7471	0.9247	0.0	0.0476	0.2694
0.3753	13.8	5520	0.5217	0.3147	0.3787	0.8696	nan	0.8590	0.9501	0.5438	0.8808	0.4985	nan	0.6189	0.7408	0.0	0.9537	0.0	0.0	0.0	0.7785	0.8780	0.0	0.5890	0.5630	0.0	0.0	0.3929	0.0	0.9418	0.8658	0.9652	0.0	0.0472	0.4313	nan	0.7453	0.8786	0.4489	0.7837	0.3800	nan	0.4712	0.5528	0.0	0.8324	0.0	0.0	0.0	0.4691	0.7329	0.0	0.4619	0.4552	0.0	0.0	0.2931	0.0	0.8742	0.7481	0.9282	0.0	0.0451	0.2835
0.2006	13.85	5540	0.5281	0.3124	0.3718	0.8672	nan	0.8218	0.9549	0.5321	0.8878	0.5190	nan	0.5778	0.7113	0.0	0.9384	0.0	0.0	0.0	0.7728	0.9031	0.0	0.5639	0.5174	0.0	0.0	0.3430	0.0	0.9344	0.9034	0.9697	0.0	0.0755	0.3433	nan	0.7324	0.8735	0.4523	0.7773	0.3965	nan	0.4521	0.5590	0.0	0.8403	0.0	0.0	0.0	0.4779	0.7215	0.0	0.4647	0.4368	0.0	0.0	0.2634	0.0	0.8704	0.7380	0.9279	0.0	0.0712	0.2523
0.3114	13.9	5560	0.5290	0.3152	0.3776	0.8691	nan	0.8509	0.9544	0.5322	0.8806	0.4691	nan	0.5805	0.7244	0.0	0.9415	0.0	0.0	0.0	0.7846	0.8637	0.0	0.6122	0.6322	0.0	0.0	0.3496	0.0	0.9402	0.8986	0.9749	0.0	0.0704	0.4021	nan	0.7460	0.8740	0.4514	0.7884	0.3751	nan	0.4588	0.5607	0.0	0.8385	0.0	0.0	0.0	0.4618	0.7288	0.0	0.4885	0.4888	0.0	0.0	0.2625	0.0	0.8681	0.7454	0.9241	0.0	0.0684	0.2737
0.1905	13.95	5580	0.5329	0.3150	0.3763	0.8710	nan	0.8743	0.9520	0.5293	0.8903	0.4496	nan	0.5818	0.7460	0.0	0.9491	0.0	0.0	0.0	0.7768	0.8949	0.0	0.5464	0.6248	0.0	0.0	0.3298	0.0	0.9406	0.8724	0.9730	0.0	0.0809	0.4069	nan	0.7604	0.8784	0.4525	0.7801	0.3618	nan	0.4629	0.5573	0.0	0.8344	0.0	0.0	0.0	0.4708	0.7284	0.0	0.4687	0.4821	0.0	0.0	0.2578	0.0	0.8734	0.7484	0.9263	0.0	0.0764	0.2763
0.3343	14.0	5600	0.5214	0.3140	0.3734	0.8722	nan	0.8756	0.9569	0.5813	0.8790	0.4421	nan	0.5834	0.7283	0.0	0.9499	0.0	0.0	0.0	0.7628	0.8953	0.0	0.5528	0.5445	0.0	0.0	0.3013	0.0	0.9399	0.8848	0.9714	0.0	0.0466	0.4253	nan	0.7652	0.8806	0.4589	0.7989	0.3613	nan	0.4655	0.5542	0.0	0.8362	0.0	0.0	0.0	0.4839	0.7306	0.0	0.4636	0.4562	0.0	0.0	0.2434	0.0	0.8736	0.7476	0.9257	0.0	0.0458	0.2723
0.1565	14.05	5620	0.5408	0.3090	0.3698	0.8651	nan	0.8197	0.9433	0.5047	0.9087	0.5189	nan	0.5658	0.7185	0.0	0.9401	0.0	0.0	0.0	0.7438	0.9130	0.0	0.5786	0.5008	0.0	0.0	0.3336	0.0	0.9397	0.8927	0.9683	0.0	0.0377	0.3747	nan	0.7200	0.8832	0.4328	0.7148	0.3747	nan	0.4578	0.5557	0.0	0.8434	0.0	0.0	0.0	0.4825	0.7251	0.0	0.4684	0.4204	0.0	0.0	0.2618	0.0	0.8724	0.7491	0.9265	0.0	0.0367	0.2700
0.2838	14.1	5640	0.5311	0.3101	0.3708	0.8672	nan	0.8476	0.9510	0.5207	0.8917	0.4272	nan	0.5905	0.7025	0.0	0.9398	0.0	0.0	0.0	0.7559	0.8902	0.0	0.6063	0.5915	0.0	0.0	0.2979	0.0	0.9388	0.8872	0.9682	0.0	0.0025	0.4281	nan	0.7308	0.8785	0.4422	0.7595	0.3437	nan	0.4626	0.5555	0.0	0.8441	0.0	0.0	0.0	0.4841	0.7314	0.0	0.4752	0.4645	0.0	0.0	0.2394	0.0	0.8717	0.7482	0.9270	0.0	0.0024	0.2733
0.4299	14.15	5660	0.5270	0.3107	0.3760	0.8672	nan	0.8608	0.9522	0.5615	0.8617	0.4136	nan	0.6378	0.7494	0.0	0.9485	0.0	0.0	0.0	0.7489	0.8735	0.0	0.5986	0.6564	0.0	0.0	0.2894	0.0	0.9259	0.9099	0.9739	0.0	0.0146	0.4329	nan	0.7478	0.8797	0.4453	0.7881	0.3283	nan	0.4661	0.5545	0.0	0.8387	0.0	0.0	0.0	0.4738	0.7284	0.0	0.4740	0.4860	0.0	0.0	0.2382	0.0	0.8642	0.7304	0.9248	0.0	0.0143	0.2718
0.1972	14.2	5680	0.5306	0.3130	0.3731	0.8687	nan	0.8685	0.9473	0.5556	0.8519	0.5014	nan	0.5835	0.7674	0.0	0.9465	0.0	0.0	0.0	0.7323	0.9195	0.0	0.5472	0.5614	0.0	0.0	0.3260	0.0	0.9325	0.9019	0.9721	0.0	0.0500	0.3488	nan	0.7435	0.8851	0.4526	0.7874	0.3428	nan	0.4646	0.5619	0.0	0.8416	0.0	0.0	0.0	0.4967	0.7157	0.0	0.4673	0.4562	0.0	0.0	0.2572	0.0	0.8731	0.7485	0.9273	0.0	0.0492	0.2578
0.2042	14.25	5700	0.5190	0.3139	0.3753	0.8689	nan	0.8436	0.9534	0.5311	0.8712	0.5458	nan	0.5721	0.7726	0.0	0.9421	0.0	0.0	0.0	0.7588	0.8787	0.0	0.5488	0.5186	0.0	0.0	0.3433	0.0	0.9463	0.8837	0.9687	0.0	0.0430	0.4636	nan	0.7378	0.8797	0.4610	0.7807	0.3713	nan	0.4637	0.5525	0.0	0.8434	0.0	0.0	0.0	0.4845	0.7343	0.0	0.4538	0.4454	0.0	0.0	0.2703	0.0	0.8709	0.7597	0.9255	0.0	0.0419	0.2815
0.2892	14.3	5720	0.5322	0.3139	0.3775	0.8671	nan	0.8401	0.9568	0.5257	0.8625	0.4162	nan	0.6353	0.7156	0.0	0.9409	0.0	0.0	0.0	0.7943	0.8758	0.0006	0.6076	0.6583	0.0	0.0	0.3615	0.0	0.9327	0.9026	0.9648	0.0	0.0477	0.4201	nan	0.7291	0.8689	0.4570	0.7857	0.3465	nan	0.4712	0.5566	0.0	0.8425	0.0	0.0	0.0	0.4515	0.7349	0.0006	0.4717	0.5042	0.0	0.0	0.2754	0.0	0.8704	0.7457	0.9282	0.0	0.0464	0.2727
0.3319	14.35	5740	0.5428	0.3107	0.3695	0.8656	nan	0.8270	0.9511	0.5311	0.8892	0.4265	nan	0.5886	0.7010	0.0	0.9429	0.0	0.0	0.0	0.7893	0.9131	0.0	0.5662	0.4750	0.0	0.0	0.3408	0.0	0.9350	0.9103	0.9765	0.0	0.0661	0.3644	nan	0.7145	0.8710	0.4583	0.7553	0.3560	nan	0.4672	0.5556	0.0	0.8423	0.0	0.0	0.0	0.4804	0.7179	0.0	0.4723	0.4093	0.0	0.0	0.2653	0.0	0.8737	0.7571	0.9225	0.0	0.0647	0.2708
0.5163	14.4	5760	0.5395	0.3121	0.3731	0.8659	nan	0.8201	0.9551	0.5607	0.8802	0.4481	nan	0.5514	0.7197	0.0	0.9479	0.0	0.0	0.0	0.7944	0.9004	0.0	0.5659	0.5765	0.0	0.0	0.3288	0.0	0.9352	0.8959	0.9747	0.0	0.0706	0.3861	nan	0.7164	0.8693	0.4556	0.7573	0.3640	nan	0.4482	0.5604	0.0	0.8394	0.0	0.0	0.0	0.4671	0.7271	0.0	0.4737	0.4597	0.0	0.0	0.2575	0.0	0.8734	0.7594	0.9258	0.0	0.0685	0.2771
0.1209	14.45	5780	0.5349	0.3132	0.3766	0.8659	nan	0.8063	0.9555	0.5624	0.8759	0.4778	nan	0.5851	0.7269	0.0	0.9512	0.0	0.0	0.0	0.7794	0.8947	0.0001	0.5952	0.6155	0.0	0.0	0.3319	0.0	0.9302	0.8973	0.9718	0.0	0.0470	0.4222	nan	0.7148	0.8675	0.4638	0.7819	0.3724	nan	0.4579	0.5578	0.0	0.8374	0.0	0.0	0.0	0.4676	0.7312	0.0001	0.4707	0.4616	0.0	0.0	0.2631	0.0	0.8732	0.7564	0.9278	0.0	0.0461	0.2842
0.3487	14.5	5800	0.5276	0.3126	0.3738	0.8675	nan	0.8417	0.9484	0.5520	0.8769	0.5054	nan	0.5569	0.7120	0.0	0.9493	0.0	0.0	0.0	0.7756	0.8976	0.0	0.5781	0.5554	0.0	0.0	0.3214	0.0	0.9347	0.9075	0.9721	0.0	0.0439	0.4064	nan	0.7385	0.8744	0.4734	0.7888	0.3550	nan	0.4567	0.5533	0.0	0.8382	0.0	0.0	0.0	0.4699	0.7316	0.0	0.4713	0.4479	0.0	0.0	0.2567	0.0	0.8697	0.7400	0.9266	0.0	0.0431	0.2793
0.2642	14.55	5820	0.5477	0.3111	0.3784	0.8661	nan	0.8628	0.9503	0.5368	0.8775	0.4233	nan	0.5788	0.6954	0.0	0.9542	0.0	0.0	0.0	0.8033	0.8671	0.0	0.5772	0.7470	0.0	0.0	0.3766	0.0	0.9211	0.9087	0.9713	0.0	0.0501	0.3854	nan	0.7441	0.8768	0.4699	0.7856	0.3182	nan	0.4696	0.5443	0.0	0.8296	0.0	0.0	0.0	0.4235	0.7367	0.0	0.4812	0.4743	0.0	0.0	0.2812	0.0	0.8566	0.7249	0.9291	0.0	0.0486	0.2720
0.3209	14.6	5840	0.5427	0.3109	0.3720	0.8671	nan	0.8529	0.9521	0.5274	0.8882	0.4394	nan	0.5976	0.7409	0.0	0.9443	0.0	0.0	0.0	0.7918	0.9019	0.0	0.5553	0.5598	0.0	0.0	0.3559	0.0	0.9333	0.8840	0.9704	0.0	0.0429	0.3372	nan	0.7377	0.8761	0.4643	0.7688	0.3240	nan	0.4758	0.5529	0.0	0.8394	0.0	0.0	0.0	0.4631	0.7301	0.0	0.4620	0.4618	0.0	0.0	0.2730	0.0	0.8707	0.7449	0.9292	0.0	0.0416	0.2427
0.3519	14.65	5860	0.5473	0.3103	0.3676	0.8677	nan	0.8501	0.9541	0.5474	0.8707	0.4270	nan	0.6043	0.7144	0.0	0.9505	0.0	0.0	0.0	0.7626	0.9169	0.0	0.5400	0.5243	0.0	0.0	0.3202	0.0	0.9440	0.8654	0.9738	0.0	0.0405	0.3244	nan	0.7346	0.8735	0.4625	0.7761	0.3341	nan	0.4795	0.5577	0.0	0.8368	0.0	0.0	0.0	0.4753	0.7235	0.0	0.4563	0.4372	0.0	0.0	0.2605	0.0	0.8757	0.7576	0.9262	0.0	0.0400	0.2334
0.3024	14.7	5880	0.5520	0.3115	0.3685	0.8681	nan	0.8591	0.9585	0.5370	0.8550	0.3971	nan	0.5649	0.7400	0.0	0.9472	0.0	0.0	0.0	0.7473	0.9066	0.0	0.5337	0.5946	0.0	0.0	0.3265	0.0	0.9435	0.8741	0.9743	0.0	0.0353	0.3664	nan	0.7367	0.8689	0.4718	0.7778	0.3299	nan	0.4659	0.5550	0.0	0.8407	0.0	0.0	0.0	0.4751	0.7291	0.0	0.4555	0.4682	0.0	0.0	0.2599	0.0	0.8747	0.7543	0.9242	0.0	0.0345	0.2584
0.175	14.75	5900	0.5369	0.3111	0.3705	0.8685	nan	0.8482	0.9538	0.5541	0.8728	0.4331	nan	0.6042	0.7528	0.0	0.9391	0.0	0.0	0.0	0.7447	0.9028	0.0	0.5516	0.5647	0.0	0.0	0.3078	0.0	0.9402	0.9047	0.9739	0.0	0.0160	0.3618	nan	0.7433	0.8757	0.4672	0.7616	0.3412	nan	0.4716	0.5561	0.0	0.8458	0.0	0.0	0.0	0.4780	0.7298	0.0	0.4600	0.4622	0.0	0.0	0.2491	0.0	0.8719	0.7515	0.9241	0.0	0.0158	0.2600
0.1043	14.8	5920	0.5266	0.3131	0.3725	0.8700	nan	0.8586	0.9497	0.5481	0.8695	0.5125	nan	0.5895	0.7642	0.0	0.9528	0.0	0.0	0.0	0.6890	0.9078	0.0	0.5993	0.5711	0.0	0.0	0.3100	0.0	0.9357	0.8876	0.9715	0.0	0.0096	0.3668	nan	0.7472	0.8783	0.4745	0.7749	0.3648	nan	0.4822	0.5545	0.0	0.8371	0.0	0.0	0.0	0.4815	0.7299	0.0	0.4707	0.4506	0.0	0.0	0.2542	0.0	0.8779	0.7610	0.9263	0.0	0.0095	0.2582
0.2322	14.85	5940	0.5275	0.3123	0.3703	0.8700	nan	0.8592	0.9560	0.5479	0.8695	0.4447	nan	0.6002	0.7676	0.0	0.9512	0.0	0.0	0.0	0.6792	0.8966	0.0	0.6083	0.5431	0.0	0.0	0.3121	0.0	0.9357	0.8998	0.9707	0.0	0.0139	0.3628	nan	0.7455	0.8761	0.4793	0.7842	0.3491	nan	0.4753	0.5520	0.0	0.8365	0.0	0.0	0.0	0.4841	0.7333	0.0	0.4751	0.4431	0.0	0.0	0.2540	0.0	0.8753	0.7535	0.9235	0.0	0.0138	0.2506
0.2729	14.9	5960	0.5434	0.3120	0.3727	0.8692	nan	0.8674	0.9577	0.5441	0.8613	0.3654	nan	0.6124	0.7641	0.0	0.9554	0.0	0.0	0.0	0.7293	0.8786	0.0032	0.6435	0.5717	0.0	0.0	0.3076	0.0	0.9345	0.8999	0.9686	0.0	0.0019	0.4317	nan	0.7391	0.8755	0.4790	0.7803	0.3246	nan	0.4743	0.5468	0.0	0.8299	0.0	0.0	0.0	0.4805	0.7413	0.0032	0.5075	0.4630	0.0	0.0	0.2489	0.0	0.8701	0.7495	0.9243	0.0	0.0019	0.2549
0.347	14.95	5980	0.5459	0.3133	0.3725	0.8684	nan	0.8327	0.9626	0.5229	0.8686	0.4567	nan	0.5536	0.7750	0.0	0.9463	0.0	0.0	0.0	0.7484	0.8952	0.0	0.6044	0.5489	0.0	0.0	0.3376	0.0	0.9283	0.9058	0.9706	0.0	0.0087	0.4276	nan	0.7332	0.8705	0.4823	0.7841	0.3730	nan	0.4493	0.5543	0.0	0.8424	0.0	0.0	0.0	0.4881	0.7401	0.0	0.4989	0.4566	0.0	0.0	0.2678	0.0	0.8684	0.7365	0.9274	0.0	0.0086	0.2583
0.2549	15.0	6000	0.5290	0.3138	0.3765	0.8696	nan	0.8664	0.9454	0.5656	0.8905	0.4695	nan	0.6062	0.7605	0.0	0.9508	0.0	0.0	0.0	0.7366	0.8860	0.0	0.6024	0.4998	0.0	0.0	0.3677	0.0	0.9359	0.9055	0.9733	0.0	0.0377	0.4236	nan	0.7538	0.8802	0.4754	0.7680	0.3505	nan	0.4833	0.5529	0.0	0.8371	0.0	0.0	0.0	0.4803	0.7372	0.0	0.4818	0.4199	0.0	0.0	0.2895	0.0	0.8730	0.7536	0.9253	0.0	0.0359	0.2585
0.1919	15.05	6020	0.5344	0.3149	0.3740	0.8699	nan	0.8522	0.9567	0.5510	0.8761	0.4416	nan	0.5807	0.7350	0.0	0.9454	0.0	0.0	0.0	0.7232	0.8990	0.0	0.6134	0.5307	0.0	0.0	0.3751	0.0	0.9293	0.9070	0.9725	0.0	0.0304	0.4240	nan	0.7463	0.8764	0.4765	0.7869	0.3582	nan	0.4592	0.5613	0.0	0.8405	0.0	0.0	0.0	0.4904	0.7349	0.0	0.4955	0.4408	0.0	0.0	0.2945	0.0	0.8723	0.7452	0.9262	0.0	0.0290	0.2575
0.3868	15.1	6040	0.5341	0.3170	0.3732	0.8710	nan	0.8538	0.9621	0.5367	0.8669	0.4453	nan	0.5582	0.7247	0.0	0.9442	0.0	0.0	0.0	0.7608	0.9038	0.0	0.6002	0.5832	0.0	0.0	0.3823	0.0	0.9440	0.8594	0.9704	0.0	0.0721	0.3481	nan	0.7444	0.8732	0.4797	0.7885	0.3637	nan	0.4519	0.5661	0.0	0.8419	0.0	0.0	0.0	0.4875	0.7303	0.0	0.5019	0.4728	0.0	0.0	0.2917	0.0	0.8744	0.7497	0.9277	0.0	0.0646	0.2512
0.2647	15.15	6060	0.5365	0.3180	0.3809	0.8701	nan	0.8556	0.9513	0.5142	0.8695	0.4428	nan	0.6308	0.7283	0.0	0.9501	0.0	0.0	0.0	0.7745	0.8769	0.0	0.6646	0.6473	0.0	0.0	0.4186	0.0	0.9405	0.8929	0.9715	0.0	0.0772	0.3638	nan	0.7359	0.8747	0.4675	0.7638	0.3550	nan	0.4790	0.5587	0.0	0.8395	0.0	0.0	0.0	0.4684	0.7392	0.0	0.5264	0.4833	0.0	0.0	0.3045	0.0	0.8751	0.7565	0.9273	0.0	0.0722	0.2684
0.3863	15.2	6080	0.5376	0.3150	0.3780	0.8690	nan	0.8608	0.9513	0.5518	0.8720	0.4337	nan	0.6304	0.7308	0.0	0.9480	0.0	0.0	0.0	0.7878	0.8992	0.0	0.6226	0.6064	0.0	0.0	0.3702	0.0	0.9193	0.9229	0.9744	0.0	0.0520	0.3399	nan	0.7448	0.8760	0.4732	0.7858	0.3502	nan	0.4814	0.5557	0.0	0.8383	0.0	0.0	0.0	0.4700	0.7331	0.0	0.5065	0.4732	0.0	0.0	0.2874	0.0	0.8673	0.7234	0.9252	0.0	0.0499	0.2535
0.5031	15.25	6100	0.5539	0.3106	0.3676	0.8683	nan	0.8798	0.9522	0.5482	0.8669	0.4056	nan	0.5787	0.7394	0.0	0.9488	0.0	0.0	0.0	0.7643	0.9187	0.0	0.5274	0.4973	0.0	0.0	0.3660	0.0	0.9294	0.9123	0.9713	0.0	0.0275	0.2966	nan	0.7493	0.8756	0.4755	0.7833	0.3370	nan	0.4709	0.5648	0.0	0.8380	0.0	0.0	0.0	0.4902	0.7128	0.0	0.4676	0.4168	0.0	0.0	0.2811	0.0	0.8698	0.7312	0.9272	0.0	0.0269	0.2335
0.4837	15.3	6120	0.5285	0.3148	0.3760	0.8705	nan	0.8683	0.9514	0.5481	0.8771	0.4629	nan	0.5917	0.7469	0.0	0.9538	0.0	0.0	0.0	0.7730	0.8777	0.0058	0.5959	0.5691	0.0	0.0	0.3456	0.0	0.9432	0.8823	0.9751	0.0	0.0107	0.4289	nan	0.7531	0.8755	0.4810	0.7826	0.3567	nan	0.4709	0.5633	0.0	0.8338	0.0	0.0	0.0	0.4762	0.7337	0.0058	0.4815	0.4633	0.0	0.0	0.2686	0.0	0.8762	0.7563	0.9268	0.0	0.0105	0.2729
0.1836	15.35	6140	0.5331	0.3146	0.3747	0.8695	nan	0.8662	0.9461	0.5547	0.8826	0.4788	nan	0.5947	0.7274	0.0	0.9462	0.0	0.0	0.0	0.7346	0.9081	0.0	0.5835	0.6067	0.0	0.0	0.3340	0.0	0.9293	0.8962	0.9746	0.0	0.0015	0.3985	nan	0.7500	0.8740	0.4761	0.7820	0.3607	nan	0.4710	0.5626	0.0	0.8411	0.0	0.0	0.0	0.4937	0.7292	0.0	0.4869	0.4674	0.0	0.0	0.2740	0.0	0.8770	0.7526	0.9265	0.0	0.0015	0.2540
0.2692	15.4	6160	0.5353	0.3183	0.3805	0.8707	nan	0.8434	0.9575	0.5604	0.8637	0.4221	nan	0.6531	0.7448	0.0	0.9512	0.0	0.0	0.0	0.7551	0.8874	0.0033	0.6380	0.6483	0.0	0.0	0.3662	0.0	0.9310	0.9054	0.9735	0.0	0.0391	0.4119	nan	0.7447	0.8734	0.4708	0.7915	0.3599	nan	0.4788	0.5651	0.0	0.8389	0.0	0.0	0.0	0.4838	0.7418	0.0033	0.5345	0.4937	0.0	0.0	0.2764	0.0	0.8676	0.7385	0.9276	0.0	0.0383	0.2739
0.3033	15.45	6180	0.5326	0.3161	0.3780	0.8716	nan	0.8529	0.9514	0.5620	0.8761	0.4267	nan	0.6372	0.7793	0.0	0.9449	0.0	0.0	0.0	0.7517	0.8954	0.0	0.6746	0.5720	0.0	0.0	0.3374	0.0	0.9448	0.8936	0.9649	0.0	0.0053	0.4037	nan	0.7501	0.8755	0.4702	0.7773	0.3595	nan	0.4840	0.5553	0.0	0.8432	0.0	0.0	0.0	0.4849	0.7397	0.0	0.5345	0.4713	0.0	0.0	0.2630	0.0	0.8749	0.7482	0.9281	0.0	0.0053	0.2663
0.2916	15.5	6200	0.5523	0.3149	0.3793	0.8688	nan	0.8203	0.9564	0.5618	0.8878	0.4367	nan	0.6015	0.7547	0.0	0.9458	0.0	0.0	0.0	0.7769	0.8631	0.0003	0.6989	0.6179	0.0	0.0	0.3750	0.0	0.9425	0.8918	0.9691	0.0	0.0017	0.4145	nan	0.7368	0.8706	0.4768	0.7700	0.3784	nan	0.4721	0.5602	0.0	0.8383	0.0	0.0	0.0	0.4707	0.7374	0.0003	0.5114	0.4858	0.0	0.0	0.2791	0.0	0.8742	0.7444	0.9295	0.0	0.0017	0.2552
0.2018	15.55	6220	0.5279	0.3150	0.3749	0.8715	nan	0.8955	0.9473	0.5513	0.8698	0.4634	nan	0.5641	0.7564	0.0	0.9445	0.0	0.0	0.0	0.7621	0.9053	0.0	0.6059	0.5338	0.0	0.0	0.3715	0.0	0.9370	0.8857	0.9721	0.0	0.0199	0.3869	nan	0.7601	0.8788	0.4807	0.7802	0.3565	nan	0.4677	0.5637	0.0	0.8398	0.0	0.0	0.0	0.4798	0.7293	0.0	0.4854	0.4461	0.0	0.0	0.2858	0.0	0.8786	0.7543	0.9274	0.0	0.0195	0.2615
0.1954	15.6	6240	0.5169	0.3188	0.3809	0.8733	nan	0.8942	0.9451	0.5662	0.8721	0.4902	nan	0.6041	0.7540	0.0	0.9471	0.0	0.0	0.0	0.7563	0.9022	0.0002	0.5972	0.5812	0.0	0.0	0.3955	0.0	0.9338	0.8980	0.9753	0.0	0.0487	0.4091	nan	0.7628	0.8845	0.4752	0.7873	0.3681	nan	0.4830	0.5635	0.0	0.8404	0.0	0.0	0.0	0.4867	0.7313	0.0002	0.4966	0.4709	0.0	0.0	0.2942	0.0	0.8776	0.7597	0.9264	0.0	0.0452	0.2673
0.1886	15.65	6260	0.5248	0.3205	0.3813	0.8735	nan	0.8708	0.9577	0.5403	0.8694	0.4738	nan	0.5736	0.7616	0.0	0.9496	0.0	0.0	0.0	0.7446	0.8665	0.0061	0.6533	0.6385	0.0	0.0	0.3832	0.0	0.9382	0.8993	0.9724	0.0	0.0427	0.4429	nan	0.7576	0.8758	0.4767	0.7933	0.3886	nan	0.4671	0.5612	0.0	0.8421	0.0	0.0	0.0	0.4845	0.7409	0.0061	0.5340	0.4906	0.0	0.0	0.2874	0.0	0.8723	0.7574	0.9299	0.0	0.0404	0.2711
0.2398	15.7	6280	0.5415	0.3158	0.3736	0.8689	nan	0.8276	0.9605	0.5304	0.8807	0.4780	nan	0.5722	0.7605	0.0	0.9483	0.0	0.0	0.0	0.7337	0.9033	0.0	0.5893	0.5752	0.0	0.0	0.3263	0.0001	0.9307	0.8972	0.9671	0.0	0.0571	0.3899	nan	0.7329	0.8707	0.4780	0.7750	0.3794	nan	0.4552	0.5590	0.0	0.8410	0.0	0.0	0.0	0.4946	0.7331	0.0	0.5003	0.4763	0.0	0.0	0.2638	0.0001	0.8723	0.7457	0.9302	0.0	0.0499	0.2629
0.2752	15.75	6300	0.5341	0.3150	0.3738	0.8707	nan	0.8694	0.9508	0.5477	0.8838	0.4476	nan	0.5959	0.7456	0.0	0.9490	0.0	0.0	0.0	0.7340	0.9053	0.0	0.5927	0.5520	0.0	0.0	0.3320	0.0	0.9318	0.9053	0.9720	0.0	0.0310	0.3888	nan	0.7502	0.8778	0.4697	0.7837	0.3596	nan	0.4752	0.5613	0.0	0.8362	0.0	0.0	0.0	0.4951	0.7308	0.0	0.4910	0.4646	0.0	0.0	0.2685	0.0	0.8739	0.7435	0.9278	0.0	0.0293	0.2582
0.4372	15.8	6320	0.5315	0.3157	0.3764	0.8707	nan	0.8429	0.9552	0.5691	0.8810	0.4359	nan	0.6157	0.7314	0.0	0.9414	0.0	0.0	0.0	0.7370	0.9049	0.0	0.6127	0.6695	0.0	0.0	0.3166	0.0001	0.9350	0.8935	0.9695	0.0	0.0284	0.3831	nan	0.7463	0.8770	0.4565	0.7685	0.3614	nan	0.4714	0.5629	0.0	0.8427	0.0	0.0	0.0	0.4905	0.7335	0.0	0.5015	0.4958	0.0	0.0	0.2573	0.0001	0.8746	0.7580	0.9293	0.0	0.0277	0.2630
0.1877	15.85	6340	0.5470	0.3146	0.3747	0.8699	nan	0.8655	0.9521	0.5462	0.8840	0.4314	nan	0.6125	0.7640	0.0	0.9527	0.0	0.0	0.0	0.7410	0.9005	0.0	0.5613	0.5777	0.0	0.0	0.3212	0.0	0.9335	0.8914	0.9721	0.0	0.0523	0.4049	nan	0.7487	0.8760	0.4732	0.7678	0.3562	nan	0.4793	0.5557	0.0	0.8338	0.0	0.0	0.0	0.4806	0.7311	0.0	0.4794	0.4706	0.0	0.0	0.2694	0.0	0.8733	0.7509	0.9268	0.0	0.0491	0.2605
0.21	15.9	6360	0.5399	0.3158	0.3790	0.8699	nan	0.8561	0.9530	0.5513	0.8970	0.4536	nan	0.5747	0.7529	0.0	0.9508	0.0	0.0	0.0	0.7739	0.8704	0.0	0.6143	0.6313	0.0	0.0	0.3109	0.0	0.9345	0.8950	0.9710	0.0	0.0680	0.4474	nan	0.7494	0.8769	0.4781	0.7655	0.3627	nan	0.4680	0.5540	0.0	0.8334	0.0	0.0	0.0	0.4582	0.7420	0.0	0.5126	0.4946	0.0	0.0	0.2615	0.0	0.8677	0.7426	0.9269	0.0	0.0622	0.2665
0.2764	15.95	6380	0.5469	0.3158	0.3774	0.8694	nan	0.8533	0.9565	0.5628	0.8897	0.4022	nan	0.5767	0.7467	0.0	0.9332	0.0	0.0	0.0	0.7750	0.9034	0.0	0.6315	0.6315	0.0	0.0	0.3525	0.0001	0.9244	0.8933	0.9722	0.0	0.0549	0.3949	nan	0.7474	0.8738	0.4612	0.7620	0.3432	nan	0.4743	0.5636	0.0	0.8465	0.0	0.0	0.0	0.4810	0.7389	0.0	0.5091	0.4869	0.0	0.0	0.2818	0.0001	0.8693	0.7413	0.9269	0.0	0.0522	0.2636
0.234	16.0	6400	0.5372	0.3163	0.3814	0.8681	nan	0.8283	0.9525	0.5462	0.8929	0.4802	nan	0.5873	0.7439	0.0	0.9492	0.0	0.0	0.0	0.8079	0.8915	0.0	0.6014	0.6580	0.0	0.0	0.3502	0.0006	0.9266	0.9014	0.9753	0.0	0.1051	0.3875	nan	0.7359	0.8757	0.4775	0.7462	0.3662	nan	0.4760	0.5624	0.0	0.8396	0.0	0.0	0.0	0.4616	0.7416	0.0	0.5065	0.4841	0.0	0.0	0.2718	0.0006	0.8680	0.7407	0.9269	0.0	0.0898	0.2671
0.2025	16.05	6420	0.5351	0.3164	0.3786	0.8700	nan	0.8649	0.9488	0.5599	0.8784	0.4569	nan	0.6037	0.7413	0.0	0.9510	0.0	0.0	0.0	0.7833	0.8930	0.0	0.5828	0.6329	0.0	0.0	0.3265	0.0	0.9376	0.8879	0.9757	0.0	0.0934	0.3759	nan	0.7447	0.8793	0.4615	0.7657	0.3520	nan	0.4825	0.5679	0.0	0.8389	0.0	0.0	0.0	0.4793	0.7354	0.0	0.5008	0.4841	0.0	0.0	0.2581	0.0	0.8712	0.7511	0.9279	0.0	0.0821	0.2595
0.109	16.1	6440	0.5381	0.3167	0.3758	0.8703	nan	0.8596	0.9557	0.5596	0.8575	0.4252	nan	0.6157	0.7270	0.0	0.9418	0.0	0.0	0.0	0.7850	0.9036	0.0	0.5985	0.6493	0.0	0.0	0.3105	0.0006	0.9414	0.8817	0.9715	0.0	0.0886	0.3292	nan	0.7437	0.8733	0.4569	0.7757	0.3507	nan	0.4826	0.5672	0.0	0.8418	0.0	0.0	0.0	0.4817	0.7345	0.0	0.5218	0.4958	0.0	0.0	0.2517	0.0006	0.8709	0.7532	0.9297	0.0	0.0807	0.2393
0.5347	16.15	6460	0.5408	0.3150	0.3742	0.8699	nan	0.8545	0.9556	0.5569	0.8856	0.4058	nan	0.5843	0.7323	0.0	0.9523	0.0	0.0	0.0	0.7748	0.9040	0.0	0.5963	0.5630	0.0	0.0	0.3503	0.0019	0.9329	0.8949	0.9748	0.0	0.0485	0.3800	nan	0.7451	0.8731	0.4634	0.7763	0.3406	nan	0.4789	0.5654	0.0	0.8365	0.0	0.0	0.0	0.4777	0.7363	0.0	0.5076	0.4690	0.0	0.0	0.2722	0.0019	0.8722	0.7435	0.9276	0.0	0.0471	0.2622
0.2908	16.2	6480	0.5371	0.3158	0.3802	0.8695	nan	0.8622	0.9440	0.5484	0.9026	0.4063	nan	0.6286	0.7478	0.0	0.9463	0.0	0.0	0.0	0.8008	0.8907	0.0081	0.6018	0.6020	0.0	0.0	0.4050	0.0	0.9435	0.8811	0.9697	0.0020	0.0420	0.4152	nan	0.7503	0.8765	0.4698	0.7613	0.3244	nan	0.4862	0.5621	0.0	0.8411	0.0	0.0	0.0	0.4598	0.7415	0.0081	0.5016	0.4762	0.0	0.0	0.2986	0.0	0.8727	0.7513	0.9294	0.0015	0.0401	0.2694
0.2489	16.25	6500	0.5417	0.3165	0.3805	0.8705	nan	0.8719	0.9449	0.5527	0.8969	0.4480	nan	0.6076	0.7679	0.0	0.9444	0.0	0.0	0.0	0.7880	0.9111	0.0077	0.5800	0.5951	0.0	0.0	0.4109	0.0	0.9318	0.8891	0.9688	0.0028	0.0589	0.3781	nan	0.7559	0.8793	0.4619	0.7763	0.3336	nan	0.4841	0.5595	0.0	0.8452	0.0	0.0	0.0	0.4749	0.7345	0.0077	0.4842	0.4692	0.0	0.0	0.3013	0.0	0.8762	0.7480	0.9299	0.0025	0.0559	0.2657
0.2386	16.3	6520	0.5502	0.3133	0.3783	0.8689	nan	0.8754	0.9467	0.5497	0.8945	0.4055	nan	0.5926	0.7939	0.0	0.9405	0.0	0.0	0.0	0.8002	0.8834	0.0048	0.6028	0.5782	0.0	0.0	0.3996	0.0003	0.9355	0.8994	0.9708	0.0	0.0243	0.3856	nan	0.7409	0.8765	0.4626	0.7811	0.3244	nan	0.4754	0.5384	0.0	0.8440	0.0	0.0	0.0	0.4645	0.7411	0.0048	0.4895	0.4720	0.0	0.0	0.2948	0.0003	0.8700	0.7405	0.9291	0.0	0.0239	0.2645
0.3065	16.35	6540	0.5501	0.3140	0.3815	0.8681	nan	0.8674	0.9410	0.5462	0.8971	0.4768	nan	0.5870	0.7781	0.0	0.9440	0.0	0.0	0.0	0.8037	0.8770	0.0017	0.6011	0.6386	0.0	0.0	0.3812	0.0	0.9315	0.9067	0.9711	0.0	0.0396	0.4002	nan	0.7388	0.8775	0.4587	0.7738	0.3468	nan	0.4708	0.5470	0.0	0.8406	0.0	0.0	0.0	0.4551	0.7385	0.0017	0.4913	0.4867	0.0	0.0	0.2820	0.0	0.8709	0.7459	0.9288	0.0	0.0379	0.2706
0.1846	16.4	6560	0.5437	0.3169	0.3779	0.8716	nan	0.8692	0.9531	0.5593	0.8809	0.4330	nan	0.5970	0.7614	0.0	0.9393	0.0	0.0	0.0	0.7768	0.9089	0.0	0.6197	0.6104	0.0	0.0	0.3666	0.0	0.9374	0.8682	0.9725	0.0	0.0554	0.3620	nan	0.7484	0.8771	0.4618	0.7974	0.3469	nan	0.4640	0.5650	0.0	0.8471	0.0	0.0	0.0	0.4835	0.7323	0.0	0.4947	0.4795	0.0	0.0	0.2815	0.0	0.8772	0.7503	0.9290	0.0	0.0537	0.2674
0.3189	16.45	6580	0.5401	0.3165	0.3817	0.8706	nan	0.8677	0.9439	0.5386	0.8977	0.4826	nan	0.6042	0.8025	0.0	0.9502	0.0	0.0	0.0	0.7653	0.8853	0.0014	0.6399	0.5681	0.0	0.0	0.3695	0.0	0.9348	0.8957	0.9735	0.0	0.0519	0.4227	nan	0.7490	0.8762	0.4653	0.7775	0.3640	nan	0.4767	0.5445	0.0	0.8402	0.0	0.0	0.0	0.4740	0.7435	0.0014	0.5036	0.4657	0.0	0.0	0.2823	0.0	0.8759	0.7504	0.9282	0.0	0.0494	0.2776
0.2503	16.5	6600	0.5391	0.3147	0.3760	0.8667	nan	0.8049	0.9506	0.5399	0.8999	0.4747	nan	0.6035	0.7748	0.0	0.9529	0.0	0.0	0.0	0.7563	0.8990	0.0	0.5944	0.5369	0.0	0.0	0.3592	0.0	0.9377	0.9044	0.9724	0.0	0.0431	0.4031	nan	0.7129	0.8656	0.4685	0.7694	0.3809	nan	0.4768	0.5612	0.0	0.8380	0.0	0.0	0.0	0.4804	0.7368	0.0	0.4892	0.4612	0.0	0.0	0.2772	0.0	0.8756	0.7487	0.9286	0.0	0.0418	0.2719
0.1882	16.55	6620	0.5304	0.3184	0.3795	0.8721	nan	0.8581	0.9514	0.5534	0.8886	0.4782	nan	0.5789	0.7523	0.0	0.9370	0.0	0.0	0.0	0.7652	0.8978	0.0000	0.6138	0.6309	0.0	0.0	0.3388	0.0	0.9374	0.9020	0.9760	0.0	0.0588	0.4037	nan	0.7478	0.8738	0.4544	0.8010	0.3834	nan	0.4733	0.5623	0.0	0.8446	0.0	0.0	0.0	0.4751	0.7418	0.0000	0.5152	0.4907	0.0	0.0	0.2655	0.0	0.8749	0.7493	0.9282	0.0	0.0570	0.2673
0.2269	16.6	6640	0.5294	0.3195	0.3815	0.8722	nan	0.8467	0.9522	0.5421	0.8920	0.5165	nan	0.5611	0.7621	0.0	0.9508	0.0	0.0	0.0	0.7691	0.8803	0.0036	0.6180	0.6068	0.0	0.0	0.3673	0.0	0.9434	0.8959	0.9711	0.0	0.0680	0.4424	nan	0.7517	0.8735	0.4729	0.7857	0.4044	nan	0.4613	0.5526	0.0	0.8362	0.0	0.0	0.0	0.4648	0.7446	0.0036	0.5232	0.4910	0.0	0.0	0.2883	0.0	0.8734	0.7521	0.9306	0.0	0.0648	0.2674
0.3351	16.65	6660	0.5285	0.3198	0.3798	0.8722	nan	0.8442	0.9547	0.5316	0.8862	0.5119	nan	0.5947	0.7461	0.0	0.9447	0.0	0.0	0.0	0.7731	0.8957	0.0042	0.6380	0.5676	0.0	0.0	0.3724	0.0016	0.9378	0.8919	0.9701	0.0	0.0477	0.4176	nan	0.7476	0.8736	0.4717	0.7895	0.3986	nan	0.4630	0.5652	0.0	0.8442	0.0	0.0	0.0	0.4827	0.7421	0.0042	0.5279	0.4816	0.0	0.0	0.2915	0.0016	0.8739	0.7512	0.9296	0.0	0.0465	0.2676
0.2997	16.7	6680	0.5314	0.3178	0.3799	0.8709	nan	0.8754	0.9434	0.5613	0.8861	0.4779	nan	0.6070	0.7400	0.0	0.9455	0.0	0.0	0.0	0.7829	0.8912	0.0040	0.5977	0.6019	0.0	0.0	0.3704	0.0036	0.9408	0.8902	0.9729	0.0	0.0433	0.4001	nan	0.7461	0.8786	0.4613	0.7748	0.3691	nan	0.4739	0.5685	0.0	0.8422	0.0	0.0	0.0	0.4764	0.7415	0.0040	0.5144	0.4878	0.0	0.0	0.2874	0.0036	0.8705	0.7490	0.9281	0.0	0.0423	0.2697
0.1364	16.75	6700	0.5416	0.3186	0.3798	0.8711	nan	0.8605	0.9540	0.5538	0.8694	0.4645	nan	0.5686	0.7518	0.0	0.9434	0.0	0.0	0.0	0.7493	0.8919	0.0049	0.6138	0.6789	0.0	0.0	0.3688	0.0	0.9358	0.8882	0.9719	0.0	0.0504	0.4126	nan	0.7490	0.8737	0.4631	0.7798	0.3770	nan	0.4546	0.5675	0.0	0.8421	0.0	0.0	0.0	0.4916	0.7411	0.0049	0.5133	0.4990	0.0	0.0	0.2828	0.0	0.8725	0.7505	0.9300	0.0	0.0487	0.2730
0.2093	16.8	6720	0.5413	0.3175	0.3764	0.8718	nan	0.8849	0.9501	0.5538	0.8722	0.4296	nan	0.5554	0.7472	0.0	0.9503	0.0	0.0	0.0	0.7560	0.8938	0.0093	0.6372	0.6166	0.0	0.0	0.3377	0.0012	0.9386	0.8961	0.9711	0.0	0.0304	0.3908	nan	0.7480	0.8747	0.4671	0.7896	0.3556	nan	0.4600	0.5659	0.0	0.8403	0.0	0.0	0.0	0.4957	0.7410	0.0093	0.5154	0.4933	0.0	0.0	0.2666	0.0012	0.8746	0.7516	0.9307	0.0	0.0300	0.2656
0.3509	16.85	6740	0.5371	0.3189	0.3806	0.8714	nan	0.8778	0.9498	0.5599	0.8732	0.4581	nan	0.6130	0.7635	0.0	0.9494	0.0	0.0	0.0	0.7512	0.8974	0.0292	0.6291	0.6181	0.0	0.0	0.3695	0.0003	0.9271	0.8936	0.9706	0.0	0.0283	0.3998	nan	0.7565	0.8741	0.4549	0.7879	0.3629	nan	0.4749	0.5592	0.0	0.8424	0.0	0.0	0.0	0.5010	0.7421	0.0292	0.5136	0.4966	0.0	0.0	0.2895	0.0003	0.8742	0.7459	0.9312	0.0	0.0279	0.2608
0.3025	16.9	6760	0.5297	0.3177	0.3814	0.8719	nan	0.8758	0.9444	0.5470	0.8892	0.4755	nan	0.6088	0.7753	0.0	0.9478	0.0	0.0	0.0	0.7522	0.8802	0.0246	0.6620	0.6362	0.0	0.0	0.3360	0.0010	0.9411	0.8832	0.9755	0.0	0.0168	0.4151	nan	0.7536	0.8800	0.4590	0.7847	0.3592	nan	0.4767	0.5545	0.0	0.8412	0.0	0.0	0.0	0.4885	0.7444	0.0246	0.5188	0.4945	0.0	0.0	0.2685	0.0010	0.8742	0.7527	0.9292	0.0	0.0164	0.2629
0.1399	16.95	6780	0.5248	0.3163	0.3756	0.8715	nan	0.8614	0.9526	0.5431	0.8903	0.4659	nan	0.6129	0.7867	0.0	0.9418	0.0	0.0	0.0	0.7405	0.9082	0.0030	0.5869	0.5466	0.0	0.0	0.3619	0.0015	0.9443	0.8551	0.9756	0.0	0.0441	0.3731	nan	0.7542	0.8801	0.4597	0.7885	0.3560	nan	0.4724	0.5602	0.0	0.8481	0.0	0.0	0.0	0.5003	0.7332	0.0030	0.4935	0.4647	0.0	0.0	0.2811	0.0015	0.8737	0.7409	0.9289	0.0	0.0423	0.2545
0.2914	17.0	6800	0.5325	0.3178	0.3816	0.8709	nan	0.8352	0.9556	0.5500	0.8919	0.4721	nan	0.6216	0.7734	0.0	0.9542	0.0	0.0	0.0	0.7606	0.8901	0.0121	0.6132	0.6259	0.0	0.0	0.3725	0.0006	0.9331	0.8874	0.9698	0.0	0.0510	0.4240	nan	0.7463	0.8758	0.4579	0.7853	0.3777	nan	0.4660	0.5572	0.0	0.8369	0.0	0.0	0.0	0.4823	0.7392	0.0121	0.4948	0.4886	0.0	0.0	0.2875	0.0006	0.8758	0.7497	0.9319	0.0	0.0484	0.2719
0.4763	17.05	6820	0.5371	0.3177	0.3776	0.8717	nan	0.8793	0.9514	0.5407	0.8738	0.4386	nan	0.6151	0.7855	0.0	0.9461	0.0	0.0	0.0	0.7558	0.9074	0.0057	0.5880	0.5778	0.0	0.0	0.3461	0.0141	0.9351	0.9008	0.9717	0.0	0.0946	0.3330	nan	0.7546	0.8780	0.4619	0.7966	0.3482	nan	0.4879	0.5581	0.0	0.8443	0.0	0.0	0.0	0.4902	0.7339	0.0057	0.4881	0.4742	0.0	0.0	0.2777	0.0141	0.8730	0.7415	0.9298	0.0	0.0815	0.2445
0.1598	17.1	6840	0.5416	0.3174	0.3775	0.8708	nan	0.8842	0.9537	0.5354	0.8721	0.3970	nan	0.5781	0.7528	0.0	0.9564	0.0	0.0	0.0	0.7674	0.8963	0.0188	0.5815	0.6189	0.0	0.0	0.3686	0.0021	0.9352	0.8876	0.9697	0.0	0.1009	0.3806	nan	0.7481	0.8759	0.4641	0.7851	0.3300	nan	0.4736	0.5612	0.0	0.8353	0.0	0.0	0.0	0.4849	0.7371	0.0188	0.4850	0.4842	0.0	0.0	0.2901	0.0021	0.8754	0.7514	0.9309	0.0	0.0862	0.2551
0.2162	17.15	6860	0.5400	0.3168	0.3764	0.8709	nan	0.8712	0.9595	0.5457	0.8677	0.4019	nan	0.5816	0.7520	0.0	0.9546	0.0	0.0	0.0	0.7617	0.8845	0.0196	0.6096	0.5751	0.0	0.0	0.3463	0.0044	0.9352	0.8892	0.9734	0.0	0.0766	0.4119	nan	0.7527	0.8732	0.4504	0.7849	0.3446	nan	0.4713	0.5573	0.0	0.8377	0.0	0.0	0.0	0.4914	0.7373	0.0196	0.4896	0.4761	0.0	0.0	0.2747	0.0044	0.8764	0.7500	0.9292	0.0	0.0683	0.2656
0.333	17.2	6880	0.5349	0.3175	0.3803	0.8699	nan	0.8553	0.9487	0.5550	0.8849	0.4428	nan	0.6583	0.7565	0.0	0.9475	0.0	0.0	0.0	0.7599	0.8983	0.0046	0.6043	0.5733	0.0	0.0	0.3498	0.0132	0.9327	0.8983	0.9758	0.0	0.0941	0.3962	nan	0.7506	0.8772	0.4571	0.7720	0.3504	nan	0.4847	0.5591	0.0	0.8430	0.0	0.0	0.0	0.4891	0.7341	0.0046	0.4925	0.4837	0.0	0.0	0.2727	0.0132	0.8750	0.7447	0.9270	0.0	0.0823	0.2648
0.1366	17.25	6900	0.5354	0.3180	0.3810	0.8707	nan	0.8479	0.9569	0.5637	0.8676	0.4517	nan	0.6214	0.7898	0.0	0.9465	0.0	0.0	0.0	0.7496	0.8810	0.0104	0.6077	0.5664	0.0	0.0	0.3517	0.0132	0.9382	0.8983	0.9772	0.0	0.1004	0.4335	nan	0.7569	0.8745	0.4392	0.7936	0.3609	nan	0.4761	0.5510	0.0	0.8435	0.0	0.0	0.0	0.4835	0.7391	0.0104	0.4981	0.4810	0.0	0.0	0.2794	0.0132	0.8727	0.7479	0.9264	0.0	0.0857	0.2605
0.3762	17.3	6920	0.5405	0.3175	0.3808	0.8707	nan	0.8631	0.9542	0.5727	0.8688	0.4197	nan	0.6219	0.7905	0.0	0.9519	0.0	0.0	0.0	0.7545	0.8886	0.0220	0.5899	0.5890	0.0	0.0	0.3400	0.0113	0.9338	0.9041	0.9740	0.0	0.0913	0.4252	nan	0.7625	0.8758	0.4337	0.7886	0.3526	nan	0.4748	0.5592	0.0	0.8398	0.0	0.0	0.0	0.4936	0.7379	0.0220	0.4870	0.4843	0.0	0.0	0.2737	0.0112	0.8729	0.7447	0.9283	0.0	0.0780	0.2579
0.1826	17.35	6940	0.5379	0.3177	0.3799	0.8694	nan	0.8632	0.9476	0.5244	0.8865	0.4657	nan	0.6138	0.7638	0.0	0.9464	0.0	0.0	0.0	0.7635	0.8983	0.0151	0.5904	0.5858	0.0	0.0	0.3401	0.0088	0.9305	0.9034	0.9715	0.0	0.1229	0.3934	nan	0.7520	0.8734	0.4696	0.7674	0.3741	nan	0.4767	0.5651	0.0	0.8428	0.0	0.0	0.0	0.4838	0.7357	0.0151	0.4772	0.4748	0.0	0.0	0.2722	0.0088	0.8729	0.7437	0.9297	0.0	0.0981	0.2517
0.2085	17.4	6960	0.5341	0.3169	0.3764	0.8705	nan	0.8824	0.9507	0.5326	0.8826	0.4422	nan	0.5851	0.7387	0.0	0.9454	0.0	0.0	0.0	0.7623	0.8903	0.0122	0.5814	0.5771	0.0	0.0	0.3185	0.0145	0.9367	0.9009	0.9751	0.0	0.1455	0.3458	nan	0.7535	0.8760	0.4608	0.7906	0.3566	nan	0.4718	0.5727	0.0	0.8420	0.0	0.0	0.0	0.4776	0.7326	0.0122	0.4724	0.4647	0.0	0.0	0.2569	0.0145	0.8720	0.7483	0.9276	0.0	0.1135	0.2406
0.1917	17.45	6980	0.5288	0.3193	0.3811	0.8726	nan	0.8725	0.9525	0.5454	0.8875	0.4678	nan	0.6069	0.7671	0.0	0.9428	0.0	0.0	0.0	0.7722	0.8891	0.0080	0.6127	0.6000	0.0	0.0	0.3299	0.0140	0.9360	0.8970	0.9740	0.0	0.1099	0.3903	nan	0.7592	0.8806	0.4621	0.7901	0.3672	nan	0.4750	0.5692	0.0	0.8448	0.0	0.0	0.0	0.4823	0.7361	0.0080	0.4929	0.4882	0.0	0.0	0.2633	0.0139	0.8734	0.7508	0.9291	0.0	0.0894	0.2619
0.2119	17.5	7000	0.5298	0.3195	0.3815	0.8722	nan	0.8695	0.9524	0.5300	0.8905	0.4687	nan	0.6114	0.7541	0.0	0.9588	0.0	0.0	0.0	0.7591	0.8884	0.0269	0.5942	0.6274	0.0	0.0	0.3401	0.0124	0.9312	0.8955	0.9728	0.0	0.0977	0.4092	nan	0.7596	0.8806	0.4650	0.7898	0.3686	nan	0.4696	0.5697	0.0	0.8338	0.0	0.0	0.0	0.4772	0.7355	0.0269	0.4886	0.4919	0.0	0.0	0.2679	0.0123	0.8719	0.7481	0.9292	0.0	0.0872	0.2702
0.1239	17.55	7020	0.5276	0.3188	0.3806	0.8730	nan	0.8832	0.9514	0.5606	0.8815	0.4561	nan	0.5942	0.7623	0.0	0.9528	0.0	0.0	0.0	0.7445	0.8816	0.0257	0.6202	0.6312	0.0	0.0	0.3181	0.0110	0.9351	0.8969	0.9723	0.0	0.0517	0.4302	nan	0.7628	0.8831	0.4707	0.7966	0.3575	nan	0.4691	0.5696	0.0	0.8406	0.0	0.0	0.0	0.4821	0.7388	0.0257	0.4973	0.4906	0.0	0.0	0.2615	0.0110	0.8723	0.7483	0.9298	0.0	0.0488	0.2647
0.248	17.6	7040	0.5324	0.3181	0.3796	0.8724	nan	0.8672	0.9518	0.5583	0.8903	0.4933	nan	0.5774	0.7543	0.0	0.9454	0.0	0.0	0.0	0.7332	0.9017	0.0069	0.6088	0.6608	0.0	0.0	0.3353	0.0077	0.9270	0.9063	0.9703	0.0	0.0734	0.3572	nan	0.7682	0.8818	0.4489	0.7901	0.3816	nan	0.4678	0.5696	0.0	0.8432	0.0	0.0	0.0	0.4851	0.7345	0.0069	0.4966	0.4899	0.0	0.0	0.2689	0.0076	0.8687	0.7380	0.9310	0.0	0.0682	0.2498
0.1609	17.65	7060	0.5577	0.3175	0.3793	0.8658	nan	0.8376	0.9544	0.5148	0.8778	0.4412	nan	0.5957	0.7572	0.0	0.9442	0.0	0.0	0.0	0.7544	0.8934	0.0153	0.6462	0.6554	0.0	0.0	0.3671	0.0160	0.9129	0.9155	0.9703	0.0	0.1245	0.3239	nan	0.7234	0.8665	0.4621	0.7957	0.3688	nan	0.4749	0.5682	0.0	0.8441	0.0	0.0	0.0	0.4745	0.7372	0.0153	0.4996	0.4885	0.0	0.0	0.2823	0.0160	0.8575	0.7087	0.9319	0.0	0.1138	0.2472
0.1598	17.7	7080	0.5387	0.3195	0.3802	0.8710	nan	0.8485	0.9515	0.5361	0.8740	0.4816	nan	0.6138	0.7549	0.0	0.9471	0.0	0.0	0.0	0.7493	0.8998	0.0070	0.6426	0.6387	0.0	0.0	0.3414	0.0195	0.9349	0.9065	0.9742	0.0	0.0867	0.3383	nan	0.7410	0.8750	0.4635	0.7973	0.3719	nan	0.4780	0.5714	0.0	0.8448	0.0	0.0	0.0	0.4850	0.7355	0.0070	0.5100	0.4867	0.0	0.0	0.2677	0.0195	0.8727	0.7532	0.9305	0.0	0.0825	0.2506
0.2271	17.75	7100	0.5218	0.3211	0.3817	0.8737	nan	0.8774	0.9459	0.5472	0.8883	0.4880	nan	0.6201	0.7662	0.0	0.9507	0.0	0.0	0.0	0.7614	0.9054	0.0088	0.5852	0.5875	0.0	0.0	0.3731	0.0165	0.9437	0.8873	0.9740	0.0	0.0951	0.3755	nan	0.7652	0.8816	0.4715	0.7827	0.3652	nan	0.4826	0.5680	0.0	0.8439	0.0	0.0	0.0	0.4899	0.7311	0.0088	0.5026	0.4796	0.0	0.0	0.2828	0.0164	0.8771	0.7578	0.9302	0.0	0.0878	0.2710
0.2052	17.8	7120	0.5247	0.3201	0.3784	0.8741	nan	0.8868	0.9520	0.5534	0.8787	0.4558	nan	0.5833	0.7636	0.0	0.9486	0.0	0.0	0.0	0.7408	0.8986	0.0073	0.5980	0.5943	0.0	0.0	0.3506	0.0296	0.9429	0.8929	0.9718	0.0	0.0689	0.3678	nan	0.7618	0.8822	0.4686	0.7949	0.3526	nan	0.4708	0.5712	0.0	0.8445	0.0	0.0	0.0	0.4928	0.7352	0.0073	0.4996	0.4826	0.0	0.0	0.2732	0.0294	0.8752	0.7585	0.9317	0.0	0.0637	0.2673
0.5406	17.85	7140	0.5307	0.3237	0.3875	0.8729	nan	0.8724	0.9538	0.5732	0.8779	0.4546	nan	0.5982	0.7945	0.0	0.9539	0.0	0.0	0.0	0.7433	0.8712	0.1391	0.6119	0.5758	0.0	0.0003	0.4072	0.0151	0.9350	0.9001	0.9753	0.0	0.0621	0.4721	nan	0.7606	0.8808	0.4612	0.7900	0.3563	nan	0.4715	0.5529	0.0	0.8398	0.0	0.0	0.0	0.4941	0.7419	0.1338	0.5031	0.4816	0.0	0.0003	0.3066	0.0151	0.8768	0.7547	0.9303	0.0	0.0552	0.2750
0.2999	17.9	7160	0.5416	0.3207	0.3827	0.8702	nan	0.8228	0.9531	0.5786	0.8932	0.4715	nan	0.5987	0.7954	0.0	0.9506	0.0	0.0	0.0	0.7316	0.8952	0.0582	0.6147	0.5498	0.0	0.0001	0.3721	0.0333	0.9350	0.9154	0.9768	0.0	0.0747	0.4094	nan	0.7384	0.8764	0.4560	0.7749	0.3603	nan	0.4722	0.5683	0.0	0.8431	0.0	0.0	0.0	0.5065	0.7397	0.0580	0.5034	0.4651	0.0	0.0001	0.2887	0.0330	0.8753	0.7502	0.9283	0.0	0.0681	0.2783
0.2666	17.95	7180	0.5397	0.3193	0.3793	0.8719	nan	0.8721	0.9466	0.5589	0.8897	0.4858	nan	0.5801	0.7819	0.0	0.9352	0.0	0.0	0.0	0.7460	0.9043	0.0111	0.6297	0.5750	0.0	0.0	0.3324	0.0264	0.9393	0.8951	0.9732	0.0006	0.0781	0.3557	nan	0.7574	0.8791	0.4617	0.7774	0.3650	nan	0.4720	0.5740	0.0	0.8506	0.0	0.0	0.0	0.5108	0.7348	0.0111	0.4963	0.4686	0.0	0.0	0.2674	0.0262	0.8768	0.7518	0.9309	0.0006	0.0717	0.2542
0.4324	18.0	7200	0.5406	0.3208	0.3828	0.8728	nan	0.8803	0.9532	0.5512	0.8725	0.4422	nan	0.5994	0.7649	0.0	0.9485	0.0	0.0	0.0	0.7506	0.8821	0.0206	0.6731	0.6232	0.0	0.0	0.3736	0.0222	0.9289	0.9031	0.9764	0.0	0.0602	0.4077	nan	0.7563	0.8780	0.4649	0.7872	0.3644	nan	0.4745	0.5667	0.0	0.8447	0.0	0.0	0.0	0.4966	0.7445	0.0206	0.5242	0.4793	0.0	0.0	0.2879	0.0221	0.8742	0.7442	0.9303	0.0	0.0570	0.2691
0.1876	18.05	7220	0.5424	0.3188	0.3795	0.8703	nan	0.8461	0.9543	0.5399	0.8830	0.4281	nan	0.6193	0.7651	0.0	0.9417	0.0	0.0	0.0	0.7578	0.8950	0.0084	0.6392	0.5882	0.0	0.0005	0.3795	0.0215	0.9370	0.8946	0.9736	0.0	0.0688	0.3819	nan	0.7352	0.8740	0.4704	0.7675	0.3592	nan	0.4807	0.5659	0.0	0.8471	0.0	0.0	0.0	0.4929	0.7386	0.0084	0.5112	0.4627	0.0	0.0005	0.2934	0.0215	0.8755	0.7537	0.9306	0.0	0.0640	0.2657
0.3345	18.1	7240	0.5406	0.3193	0.3831	0.8714	nan	0.8698	0.9502	0.5303	0.8793	0.4413	nan	0.6145	0.7685	0.0	0.9528	0.0	0.0	0.0	0.7511	0.8788	0.0238	0.6877	0.6106	0.0	0.0	0.3880	0.0255	0.9303	0.9014	0.9741	0.0007	0.0309	0.4336	nan	0.7483	0.8775	0.4631	0.7815	0.3648	nan	0.4821	0.5583	0.0	0.8391	0.0	0.0	0.0	0.4918	0.7431	0.0237	0.5167	0.4624	0.0	0.0	0.3050	0.0253	0.8737	0.7492	0.9308	0.0006	0.0293	0.2717
0.4868	18.15	7260	0.5319	0.3185	0.3770	0.8692	nan	0.8342	0.9533	0.5306	0.8813	0.4709	nan	0.6153	0.7567	0.0	0.9519	0.0	0.0	0.0	0.7286	0.9047	0.0172	0.6092	0.5374	0.0	0.0021	0.3739	0.0453	0.9340	0.9016	0.9729	0.0	0.0452	0.3753	nan	0.7292	0.8731	0.4663	0.7695	0.3759	nan	0.4834	0.5663	0.0	0.8412	0.0	0.0	0.0	0.5046	0.7343	0.0172	0.4991	0.4512	0.0	0.0021	0.2989	0.0447	0.8746	0.7479	0.9305	0.0	0.0431	0.2561
0.2409	18.2	7280	0.5390	0.3173	0.3775	0.8679	nan	0.8148	0.9538	0.5295	0.8931	0.4907	nan	0.6166	0.7714	0.0	0.9477	0.0	0.0	0.0	0.7742	0.8891	0.0200	0.5971	0.5119	0.0	0.0031	0.3934	0.0247	0.9536	0.8452	0.9725	0.0	0.0479	0.4061	nan	0.7207	0.8731	0.4703	0.7613	0.3759	nan	0.4829	0.5687	0.0	0.8455	0.0	0.0	0.0	0.4830	0.7358	0.0200	0.4994	0.4411	0.0	0.0031	0.3043	0.0246	0.8704	0.7473	0.9314	0.0	0.0455	0.2656
0.177	18.25	7300	0.5412	0.3179	0.3773	0.8684	nan	0.8184	0.9567	0.5188	0.8870	0.4517	nan	0.6310	0.7447	0.0	0.9454	0.0	0.0	0.0	0.7852	0.8986	0.0273	0.5753	0.5780	0.0	0.0003	0.3847	0.0306	0.9451	0.8774	0.9727	0.0	0.0688	0.3526	nan	0.7165	0.8699	0.4688	0.7759	0.3699	nan	0.4823	0.5686	0.0	0.8462	0.0	0.0	0.0	0.4742	0.7303	0.0273	0.4817	0.4683	0.0	0.0003	0.2997	0.0305	0.8765	0.7577	0.9314	0.0	0.0649	0.2484
0.2503	18.3	7320	0.5435	0.3199	0.3792	0.8688	nan	0.8237	0.9586	0.5362	0.8810	0.4542	nan	0.6077	0.7297	0.0	0.9481	0.0	0.0	0.0	0.7885	0.9000	0.0817	0.5688	0.5866	0.0	0.0018	0.3766	0.0266	0.9383	0.8843	0.9747	0.0	0.0807	0.3659	nan	0.7225	0.8683	0.4757	0.7795	0.3771	nan	0.4761	0.5655	0.0	0.8438	0.0	0.0	0.0	0.4689	0.7336	0.0803	0.4815	0.4705	0.0	0.0018	0.3023	0.0265	0.8757	0.7537	0.9306	0.0	0.0751	0.2480
0.1663	18.35	7340	0.5313	0.3216	0.3849	0.8702	nan	0.8417	0.9484	0.5584	0.8826	0.5278	nan	0.6171	0.7322	0.0	0.9529	0.0	0.0	0.0	0.7733	0.8952	0.0871	0.6024	0.6416	0.0	0.0000	0.3726	0.0279	0.9352	0.8806	0.9767	0.0	0.0825	0.3652	nan	0.7445	0.8733	0.4637	0.7926	0.3779	nan	0.4799	0.5617	0.0	0.8399	0.0	0.0	0.0	0.4655	0.7376	0.0863	0.4887	0.4877	0.0	0.0000	0.2980	0.0278	0.8763	0.7528	0.9303	0.0	0.0772	0.2516
0.2658	18.4	7360	0.5392	0.3246	0.3849	0.8715	nan	0.8536	0.9577	0.5517	0.8690	0.4539	nan	0.5966	0.7585	0.0	0.9532	0.0	0.0	0.0	0.7869	0.8904	0.1438	0.5671	0.6419	0.0	0.0	0.3480	0.0333	0.9428	0.8773	0.9740	0.0	0.1193	0.3835	nan	0.7411	0.8708	0.4667	0.7956	0.3690	nan	0.4726	0.5604	0.0	0.8396	0.0	0.0	0.0	0.4700	0.7413	0.1407	0.4885	0.4999	0.0	0.0	0.2886	0.0331	0.8753	0.7543	0.9305	0.0	0.1111	0.2633
0.2404	18.45	7380	0.5383	0.3200	0.3797	0.8701	nan	0.8531	0.9566	0.5482	0.8727	0.4407	nan	0.5896	0.7558	0.0	0.9535	0.0	0.0	0.0	0.7800	0.9024	0.0492	0.5960	0.5692	0.0	0.0005	0.3805	0.0467	0.9323	0.8953	0.9735	0.0	0.0963	0.3366	nan	0.7443	0.8728	0.4733	0.7807	0.3594	nan	0.4658	0.5661	0.0	0.8399	0.0	0.0	0.0	0.4816	0.7346	0.0491	0.4897	0.4728	0.0	0.0005	0.2983	0.0461	0.8731	0.7426	0.9286	0.0	0.0912	0.2481
0.3723	18.5	7400	0.5400	0.3210	0.3830	0.8702	nan	0.8505	0.9547	0.5413	0.8850	0.4318	nan	0.5639	0.7807	0.0	0.9531	0.0	0.0	0.0	0.7797	0.8882	0.0775	0.6204	0.5868	0.0	0.0000	0.4072	0.0371	0.9353	0.9004	0.9742	0.0	0.0971	0.3736	nan	0.7433	0.8736	0.4748	0.7712	0.3482	nan	0.4629	0.5586	0.0	0.8405	0.0	0.0	0.0	0.4787	0.7416	0.0774	0.4971	0.4778	0.0	0.0000	0.3103	0.0367	0.8743	0.7439	0.9292	0.0	0.0903	0.2622
0.3572	18.55	7420	0.5427	0.3209	0.3834	0.8700	nan	0.8435	0.9500	0.5312	0.8880	0.4646	nan	0.6026	0.7827	0.0	0.9525	0.0	0.0	0.0	0.7754	0.8958	0.0608	0.6163	0.5838	0.0	0.0001	0.3962	0.0345	0.9368	0.8994	0.9716	0.0	0.0833	0.3827	nan	0.7388	0.8735	0.4730	0.7674	0.3662	nan	0.4777	0.5647	0.0	0.8423	0.0	0.0	0.0	0.4826	0.7398	0.0608	0.4924	0.4728	0.0	0.0001	0.3043	0.0341	0.8761	0.7504	0.9309	0.0	0.0783	0.2624
0.2671	18.6	7440	0.5543	0.3196	0.3807	0.8699	nan	0.8383	0.9580	0.5398	0.8897	0.4161	nan	0.6071	0.7609	0.0	0.9544	0.0	0.0	0.0	0.7731	0.8936	0.0436	0.5944	0.5829	0.0	0.0	0.4032	0.0400	0.9306	0.8985	0.9754	0.0	0.0482	0.4153	nan	0.7407	0.8717	0.4737	0.7698	0.3567	nan	0.4740	0.5692	0.0	0.8399	0.0	0.0	0.0	0.4939	0.7403	0.0436	0.4893	0.4752	0.0	0.0	0.3038	0.0394	0.8756	0.7456	0.9300	0.0	0.0465	0.2675
0.1969	18.65	7460	0.5299	0.3202	0.3808	0.8715	nan	0.8473	0.9547	0.5535	0.8719	0.4733	nan	0.6260	0.7283	0.0	0.9485	0.0	0.0	0.0	0.7673	0.8956	0.0364	0.6138	0.5843	0.0	0.0	0.3804	0.0301	0.9378	0.8929	0.9723	0.0	0.0389	0.4143	nan	0.7477	0.8759	0.4713	0.7722	0.3763	nan	0.4734	0.5672	0.0	0.8447	0.0	0.0	0.0	0.4864	0.7414	0.0364	0.5023	0.4792	0.0	0.0	0.2951	0.0299	0.8757	0.7546	0.9322	0.0	0.0379	0.2669
0.1504	18.7	7480	0.5265	0.3201	0.3816	0.8727	nan	0.8596	0.9520	0.5602	0.8952	0.4656	nan	0.6169	0.7438	0.0	0.9499	0.0	0.0	0.0	0.7722	0.9039	0.0347	0.5847	0.5705	0.0	0.0	0.3915	0.0486	0.9338	0.9005	0.9774	0.0	0.0597	0.3735	nan	0.7626	0.8814	0.4617	0.7703	0.3674	nan	0.4796	0.5631	0.0	0.8430	0.0	0.0	0.0	0.4842	0.7377	0.0347	0.4824	0.4706	0.0	0.0	0.3035	0.0479	0.8765	0.7511	0.9304	0.0	0.0580	0.2573
0.2576	18.75	7500	0.5371	0.3194	0.3764	0.8719	nan	0.8633	0.9581	0.5349	0.8731	0.4205	nan	0.5814	0.7298	0.0	0.9462	0.0	0.0	0.0	0.7653	0.9078	0.0102	0.6076	0.5586	0.0	0.0	0.3927	0.0543	0.9402	0.8941	0.9753	0.0	0.1092	0.2991	nan	0.7483	0.8758	0.4694	0.7760	0.3560	nan	0.4663	0.5659	0.0	0.8454	0.0	0.0	0.0	0.4861	0.7332	0.0102	0.4856	0.4656	0.0	0.0	0.2986	0.0534	0.8758	0.7553	0.9302	0.0	0.1060	0.2376
0.5468	18.8	7520	0.5336	0.3220	0.3848	0.8721	nan	0.8745	0.9497	0.5344	0.8814	0.4691	nan	0.6190	0.7813	0.0	0.9518	0.0	0.0	0.0	0.7769	0.8968	0.0255	0.6047	0.5620	0.0	0.0012	0.3942	0.0394	0.9291	0.9157	0.9746	0.0	0.1518	0.3647	nan	0.7537	0.8814	0.4689	0.7742	0.3694	nan	0.4829	0.5576	0.0	0.8428	0.0	0.0	0.0	0.4809	0.7414	0.0255	0.4931	0.4688	0.0	0.0012	0.3040	0.0389	0.8716	0.7391	0.9314	0.0	0.1358	0.2627
0.3697	18.85	7540	0.5452	0.3230	0.3843	0.8701	nan	0.8437	0.9576	0.5238	0.8747	0.4443	nan	0.5944	0.7938	0.0	0.9449	0.0	0.0	0.0	0.7674	0.8927	0.0945	0.6120	0.5564	0.0	0.0007	0.3861	0.0493	0.9343	0.9021	0.9698	0.0	0.1200	0.4200	nan	0.7383	0.8724	0.4664	0.7702	0.3650	nan	0.4738	0.5601	0.0	0.8498	0.0	0.0	0.0	0.4900	0.7437	0.0945	0.4952	0.4657	0.0	0.0007	0.3022	0.0484	0.8746	0.7448	0.9320	0.0	0.1031	0.2684
0.217	18.9	7560	0.5513	0.3228	0.3861	0.8699	nan	0.8362	0.9573	0.5480	0.8664	0.4419	nan	0.6088	0.7939	0.0	0.9485	0.0	0.0	0.0	0.7600	0.8814	0.0677	0.6422	0.6107	0.0	0.0028	0.3929	0.0518	0.9372	0.8975	0.9684	0.0002	0.1077	0.4214	nan	0.7368	0.8717	0.4698	0.7758	0.3676	nan	0.4802	0.5607	0.0	0.8462	0.0	0.0	0.0	0.4900	0.7443	0.0677	0.4903	0.4795	0.0	0.0027	0.3019	0.0508	0.8747	0.7492	0.9318	0.0002	0.0945	0.2675
0.1732	18.95	7580	0.5412	0.3230	0.3863	0.8725	nan	0.8648	0.9542	0.5619	0.8767	0.4346	nan	0.6300	0.7572	0.0	0.9528	0.0	0.0	0.0	0.7742	0.8888	0.0290	0.6139	0.6549	0.0	0.0043	0.3750	0.0758	0.9325	0.8979	0.9724	0.0	0.0891	0.4074	nan	0.7546	0.8781	0.4610	0.7927	0.3638	nan	0.4864	0.5667	0.0	0.8424	0.0	0.0	0.0	0.4811	0.7406	0.0290	0.4972	0.4968	0.0	0.0043	0.2940	0.0741	0.8736	0.7492	0.9304	0.0	0.0791	0.2626
0.3284	19.0	7600	0.5325	0.3219	0.3842	0.8728	nan	0.8670	0.9497	0.5503	0.8977	0.4458	nan	0.6325	0.7544	0.0	0.9541	0.0	0.0	0.0	0.7792	0.8915	0.0225	0.5857	0.6402	0.0	0.0034	0.3415	0.0463	0.9438	0.8746	0.9679	0.0013	0.0976	0.4331	nan	0.7593	0.8797	0.4679	0.7722	0.3678	nan	0.4845	0.5679	0.0	0.8407	0.0	0.0	0.0	0.4813	0.7396	0.0225	0.4971	0.5029	0.0	0.0034	0.2772	0.0457	0.8756	0.7545	0.9314	0.0010	0.0840	0.2662
0.1877	19.05	7620	0.5318	0.3219	0.3845	0.8728	nan	0.8762	0.9512	0.5502	0.8916	0.4391	nan	0.6234	0.7472	0.0	0.9484	0.0	0.0	0.0	0.7809	0.8953	0.0196	0.5822	0.6524	0.0	0.0023	0.3634	0.0492	0.9334	0.8907	0.9758	0.0007	0.1122	0.4021	nan	0.7663	0.8793	0.4662	0.7677	0.3647	nan	0.4824	0.5707	0.0	0.8459	0.0	0.0	0.0	0.4837	0.7389	0.0196	0.4936	0.4960	0.0	0.0023	0.2879	0.0484	0.8762	0.7524	0.9286	0.0006	0.0940	0.2583
0.1842	19.1	7640	0.5262	0.3206	0.3834	0.8729	nan	0.8734	0.9512	0.5654	0.8820	0.4655	nan	0.6260	0.7220	0.0	0.9511	0.0	0.0	0.0	0.7855	0.8952	0.0614	0.5589	0.6180	0.0	0.0030	0.3485	0.0264	0.9363	0.8978	0.9701	0.0010	0.0875	0.4259	nan	0.7730	0.8806	0.4374	0.7830	0.3766	nan	0.4823	0.5613	0.0	0.8432	0.0	0.0	0.0	0.4642	0.7385	0.0613	0.4804	0.4926	0.0	0.0030	0.2824	0.0263	0.8746	0.7512	0.9310	0.0007	0.0775	0.2583
0.3364	19.15	7660	0.5296	0.3238	0.3857	0.8726	nan	0.8644	0.9544	0.5493	0.8753	0.5073	nan	0.5983	0.7354	0.0	0.9466	0.0	0.0	0.0	0.7790	0.8884	0.1201	0.6086	0.6166	0.0	0.0025	0.3189	0.0466	0.9292	0.9139	0.9721	0.0	0.1078	0.3952	nan	0.7630	0.8787	0.4536	0.7895	0.3954	nan	0.4779	0.5647	0.0	0.8456	0.0	0.0	0.0	0.4619	0.7432	0.1193	0.4947	0.4901	0.0	0.0024	0.2648	0.0460	0.8691	0.7410	0.9309	0.0	0.0970	0.2559
0.2075	19.2	7680	0.5397	0.3230	0.3829	0.8723	nan	0.8552	0.9560	0.5478	0.8716	0.4836	nan	0.6120	0.7497	0.0	0.9447	0.0	0.0	0.0	0.7759	0.9034	0.0870	0.5834	0.5849	0.0	0.0060	0.3451	0.0388	0.9364	0.8992	0.9718	0.0	0.1089	0.3744	nan	0.7553	0.8764	0.4629	0.7866	0.3883	nan	0.4832	0.5713	0.0	0.8474	0.0	0.0	0.0	0.4781	0.7370	0.0869	0.4780	0.4797	0.0	0.0060	0.2794	0.0382	0.8738	0.7483	0.9316	0.0	0.0983	0.2510
0.1132	19.25	7700	0.5449	0.3256	0.3866	0.8735	nan	0.8743	0.9616	0.5461	0.8553	0.4326	nan	0.6050	0.7757	0.0	0.9519	0.0	0.0	0.0	0.7783	0.8904	0.1554	0.5809	0.5936	0.0	0.0007	0.3837	0.0394	0.9356	0.8860	0.9756	0.0	0.1044	0.4317	nan	0.7629	0.8786	0.4714	0.7796	0.3618	nan	0.4733	0.5682	0.0	0.8428	0.0	0.0	0.0	0.4849	0.7422	0.1525	0.4791	0.4862	0.0	0.0007	0.2941	0.0388	0.8758	0.7548	0.9301	0.0	0.0929	0.2743
0.1051	19.3	7720	0.5416	0.3249	0.3877	0.8731	nan	0.8926	0.9481	0.5479	0.8686	0.4578	nan	0.6282	0.7565	0.0	0.9429	0.0	0.0	0.0	0.7697	0.8810	0.1575	0.6208	0.6398	0.0	0.0016	0.3544	0.0326	0.9369	0.9009	0.9718	0.0003	0.0675	0.4183	nan	0.7671	0.8836	0.4680	0.7731	0.3509	nan	0.4919	0.5714	0.0	0.8490	0.0	0.0	0.0	0.4735	0.7434	0.1543	0.5027	0.4964	0.0	0.0016	0.2745	0.0323	0.8696	0.7461	0.9319	0.0002	0.0632	0.2767
0.2402	19.35	7740	0.5421	0.3229	0.3845	0.8731	nan	0.8942	0.9483	0.5412	0.8828	0.4287	nan	0.6159	0.7519	0.0	0.9433	0.0	0.0	0.0	0.7782	0.8969	0.0986	0.5828	0.6325	0.0	0.0010	0.3633	0.0335	0.9350	0.9040	0.9696	0.0	0.0866	0.3999	nan	0.7637	0.8846	0.4694	0.7749	0.3406	nan	0.4892	0.5729	0.0	0.8494	0.0	0.0	0.0	0.4717	0.7379	0.0984	0.4938	0.4951	0.0	0.0010	0.2813	0.0331	0.8702	0.7405	0.9325	0.0	0.0796	0.2769
0.3109	19.4	7760	0.5347	0.3257	0.3876	0.8745	nan	0.8914	0.9570	0.5362	0.8678	0.4206	nan	0.6345	0.7627	0.0	0.9505	0.0	0.0	0.0	0.7891	0.8827	0.1172	0.6037	0.6278	0.0	0.0007	0.3742	0.0444	0.9364	0.8939	0.9736	0.0	0.1306	0.3970	nan	0.7616	0.8850	0.4753	0.7872	0.3427	nan	0.4853	0.5703	0.0	0.8454	0.0	0.0	0.0	0.4725	0.7405	0.1167	0.4924	0.4955	0.0	0.0007	0.2840	0.0437	0.8732	0.7528	0.9307	0.0	0.1133	0.2781
0.2382	19.45	7780	0.5381	0.3244	0.3839	0.8749	nan	0.8887	0.9578	0.5416	0.8736	0.4364	nan	0.6129	0.7715	0.0	0.9505	0.0	0.0	0.0	0.7750	0.9059	0.0525	0.5844	0.6067	0.0	0.0019	0.3539	0.0580	0.9363	0.8819	0.9729	0.0	0.1538	0.3524	nan	0.7637	0.8827	0.4766	0.7931	0.3508	nan	0.4853	0.5747	0.0	0.8468	0.0	0.0	0.0	0.4883	0.7343	0.0525	0.4843	0.4823	0.0	0.0019	0.2797	0.0566	0.8787	0.7603	0.9305	0.0	0.1282	0.2542
0.217	19.5	7800	0.5392	0.3232	0.3836	0.8735	nan	0.8653	0.9577	0.5427	0.8894	0.4454	nan	0.6237	0.7850	0.0	0.9508	0.0	0.0	0.0	0.7525	0.8992	0.0822	0.6043	0.5243	0.0	0.0018	0.3725	0.0516	0.9340	0.8954	0.9734	0.0	0.1327	0.3735	nan	0.7609	0.8803	0.4736	0.7856	0.3659	nan	0.4872	0.5676	0.0	0.8460	0.0	0.0	0.0	0.4885	0.7400	0.0820	0.4752	0.4477	0.0	0.0018	0.2907	0.0505	0.8755	0.7511	0.9300	0.0	0.1094	0.2564
0.153	19.55	7820	0.5310	0.3242	0.3854	0.8743	nan	0.8715	0.9544	0.5465	0.8755	0.4855	nan	0.6240	0.7883	0.0	0.9511	0.0	0.0	0.0	0.7640	0.8943	0.0580	0.6057	0.5313	0.0	0.0004	0.3643	0.0545	0.9385	0.8967	0.9769	0.0	0.1293	0.4070	nan	0.7608	0.8802	0.4725	0.7933	0.3795	nan	0.4943	0.5658	0.0	0.8446	0.0	0.0	0.0	0.4842	0.7414	0.0579	0.4841	0.4571	0.0	0.0004	0.2876	0.0535	0.8773	0.7563	0.9278	0.0	0.1066	0.2721
0.5452	19.6	7840	0.5317	0.3235	0.3837	0.8738	nan	0.8655	0.9568	0.5488	0.8742	0.4672	nan	0.6234	0.7759	0.0	0.9532	0.0	0.0	0.0	0.7736	0.8999	0.0213	0.5835	0.5663	0.0	0.0018	0.3655	0.0548	0.9396	0.8921	0.9744	0.0	0.1510	0.3725	nan	0.7549	0.8794	0.4717	0.7886	0.3754	nan	0.4867	0.5701	0.0	0.8432	0.0	0.0	0.0	0.4891	0.7386	0.0213	0.4826	0.4791	0.0	0.0018	0.2882	0.0536	0.8778	0.7564	0.9293	0.0	0.1232	0.2638
0.3169	19.65	7860	0.5326	0.3236	0.3836	0.8736	nan	0.8747	0.9562	0.5538	0.8636	0.4452	nan	0.6125	0.7581	0.0	0.9542	0.0	0.0	0.0	0.7715	0.9047	0.0147	0.5661	0.5984	0.0	0.0034	0.3502	0.0674	0.9376	0.8980	0.9732	0.0	0.1669	0.3883	nan	0.7592	0.8805	0.4667	0.7843	0.3621	nan	0.4836	0.5745	0.0	0.8423	0.0	0.0	0.0	0.4893	0.7372	0.0147	0.4828	0.4876	0.0	0.0034	0.2858	0.0658	0.8768	0.7525	0.9302	0.0	0.1339	0.2645
0.5422	19.7	7880	0.5321	0.3248	0.3874	0.8728	nan	0.8709	0.9523	0.5379	0.8776	0.4682	nan	0.6001	0.7636	0.0	0.9504	0.0	0.0	0.0	0.7860	0.8902	0.0346	0.5895	0.6279	0.0	0.0021	0.3797	0.0579	0.9357	0.9032	0.9732	0.0	0.1724	0.4109	nan	0.7582	0.8796	0.4721	0.7684	0.3731	nan	0.4825	0.5728	0.0	0.8459	0.0	0.0	0.0	0.4778	0.7426	0.0346	0.4926	0.5036	0.0	0.0021	0.2992	0.0569	0.8732	0.7464	0.9307	0.0	0.1313	0.2736
0.2894	19.75	7900	0.5298	0.3227	0.3827	0.8725	nan	0.8708	0.9508	0.5283	0.8780	0.4911	nan	0.6191	0.7606	0.0	0.9469	0.0	0.0	0.0	0.7712	0.8966	0.0169	0.6030	0.5560	0.0	0.0	0.3914	0.0621	0.9399	0.8969	0.9717	0.0	0.1378	0.3404	nan	0.7585	0.8793	0.4720	0.7633	0.3708	nan	0.4812	0.5780	0.0	0.8481	0.0	0.0	0.0	0.4864	0.7390	0.0169	0.4936	0.4739	0.0	0.0	0.3035	0.0605	0.8749	0.7507	0.9298	0.0	0.1118	0.2570
0.2074	19.8	7920	0.5239	0.3252	0.3857	0.8733	nan	0.8593	0.9528	0.5519	0.8754	0.4945	nan	0.6324	0.7539	0.0	0.9482	0.0	0.0	0.0	0.7621	0.9023	0.0481	0.6117	0.5800	0.0	0.0012	0.3882	0.0607	0.9393	0.8907	0.9703	0.0	0.1380	0.3663	nan	0.7572	0.8786	0.4701	0.7728	0.3848	nan	0.4856	0.5800	0.0	0.8477	0.0	0.0	0.0	0.4854	0.7399	0.0480	0.4926	0.4797	0.0	0.0012	0.3070	0.0594	0.8773	0.7602	0.9305	0.0	0.1156	0.2566
0.1442	19.85	7940	0.5296	0.3268	0.3906	0.8736	nan	0.8630	0.9483	0.5545	0.8796	0.4877	nan	0.6508	0.7655	0.0	0.9515	0.0	0.0	0.0	0.7610	0.8867	0.0586	0.6541	0.6330	0.0	0.0023	0.3936	0.0699	0.9414	0.8940	0.9703	0.0	0.1517	0.3719	nan	0.7610	0.8800	0.4667	0.7718	0.3729	nan	0.4907	0.5749	0.0	0.8439	0.0	0.0	0.0	0.4754	0.7454	0.0586	0.5148	0.4919	0.0	0.0023	0.3113	0.0682	0.8753	0.7606	0.9318	0.0	0.1265	0.2614
0.1787	19.9	7960	0.5353	0.3267	0.3893	0.8726	nan	0.8777	0.9486	0.5247	0.8700	0.4719	nan	0.6170	0.7810	0.0	0.9514	0.0	0.0	0.0	0.7678	0.8878	0.0903	0.6231	0.6276	0.0	0.0038	0.3845	0.0639	0.9393	0.8976	0.9729	0.0	0.1711	0.3746	nan	0.7586	0.8762	0.4677	0.7701	0.3785	nan	0.4870	0.5708	0.0	0.8439	0.0	0.0	0.0	0.4795	0.7439	0.0901	0.5016	0.4915	0.0	0.0037	0.3074	0.0624	0.8747	0.7540	0.9307	0.0	0.1358	0.2516
0.2046	19.95	7980	0.5550	0.3225	0.3840	0.8704	nan	0.8768	0.9475	0.5474	0.8846	0.4392	nan	0.5927	0.7759	0.0	0.9500	0.0	0.0	0.0	0.7726	0.9005	0.0448	0.5874	0.6120	0.0	0.0021	0.3817	0.0550	0.9307	0.8966	0.9755	0.0	0.1483	0.3514	nan	0.7579	0.8722	0.4666	0.7493	0.3671	nan	0.4785	0.5717	0.0	0.8456	0.0	0.0	0.0	0.4930	0.7381	0.0448	0.4916	0.4872	0.0	0.0021	0.3000	0.0536	0.8754	0.7475	0.9301	0.0	0.1223	0.2467
0.3296	20.0	8000	0.5452	0.3240	0.3861	0.8706	nan	0.8593	0.9500	0.5495	0.8924	0.4472	nan	0.5811	0.7637	0.0	0.9498	0.0	0.0	0.0	0.7685	0.8912	0.0889	0.6279	0.6142	0.0	0.0022	0.3863	0.0729	0.9329	0.8990	0.9724	0.0	0.1266	0.3656	nan	0.7542	0.8751	0.4643	0.7496	0.3648	nan	0.4718	0.5708	0.0	0.8450	0.0	0.0	0.0	0.4864	0.7424	0.0887	0.4976	0.4894	0.0	0.0022	0.3034	0.0707	0.8733	0.7440	0.9310	0.0	0.1098	0.2588
0.1733	20.05	8020	0.5457	0.3222	0.3825	0.8716	nan	0.8681	0.9504	0.5537	0.8871	0.4583	nan	0.5730	0.7417	0.0	0.9467	0.0	0.0	0.0	0.7575	0.9035	0.0549	0.6095	0.6325	0.0	0.0038	0.3834	0.0585	0.9315	0.9041	0.9707	0.0	0.0944	0.3381	nan	0.7561	0.8778	0.4632	0.7635	0.3709	nan	0.4735	0.5748	0.0	0.8481	0.0	0.0	0.0	0.4896	0.7371	0.0548	0.4968	0.4861	0.0	0.0038	0.2990	0.0572	0.8746	0.7440	0.9324	0.0	0.0861	0.2444
0.0904	20.1	8040	0.5381	0.3208	0.3815	0.8710	nan	0.8382	0.9507	0.5536	0.8913	0.4988	nan	0.6043	0.7472	0.0	0.9542	0.0	0.0	0.0	0.7633	0.8960	0.0436	0.6100	0.5474	0.0	0.0047	0.3803	0.0506	0.9430	0.8928	0.9743	0.0	0.0850	0.3596	nan	0.7423	0.8780	0.4694	0.7647	0.3822	nan	0.4804	0.5732	0.0	0.8425	0.0	0.0	0.0	0.4830	0.7368	0.0436	0.4938	0.4558	0.0	0.0047	0.2950	0.0494	0.8782	0.7549	0.9306	0.0	0.0772	0.2502
0.1696	20.15	8060	0.5367	0.3230	0.3831	0.8740	nan	0.8740	0.9528	0.5526	0.8767	0.4862	nan	0.5923	0.7477	0.0	0.9533	0.0	0.0	0.0	0.7680	0.9025	0.0394	0.5745	0.5655	0.0	0.0025	0.4073	0.0509	0.9408	0.8859	0.9742	0.0	0.0954	0.3993	nan	0.7613	0.8805	0.4658	0.7904	0.3831	nan	0.4801	0.5742	0.0	0.8439	0.0	0.0	0.0	0.4825	0.7350	0.0394	0.4819	0.4576	0.0	0.0025	0.3120	0.0497	0.8790	0.7564	0.9309	0.0	0.0848	0.2685
0.2096	20.2	8080	0.5374	0.3239	0.3849	0.8730	nan	0.8805	0.9503	0.5437	0.8811	0.5028	nan	0.5805	0.7495	0.0	0.9504	0.0	0.0	0.0	0.7686	0.8876	0.0496	0.6154	0.5416	0.0	0.0053	0.3709	0.0791	0.9393	0.8926	0.9689	0.0	0.1444	0.4000	nan	0.7661	0.8782	0.4697	0.7859	0.3872	nan	0.4737	0.5699	0.0	0.8449	0.0	0.0	0.0	0.4723	0.7421	0.0495	0.4796	0.4457	0.0	0.0052	0.2997	0.0769	0.8739	0.7474	0.9307	0.0	0.1192	0.2719
0.3106	20.25	8100	0.5361	0.3247	0.3874	0.8727	nan	0.8806	0.9471	0.5484	0.8923	0.5022	nan	0.5841	0.7536	0.0	0.9504	0.0	0.0	0.0	0.7667	0.8809	0.0525	0.6488	0.5433	0.0	0.0079	0.3840	0.0817	0.9341	0.8991	0.9739	0.0	0.1527	0.4013	nan	0.7653	0.8774	0.4629	0.7763	0.3984	nan	0.4785	0.5690	0.0	0.8455	0.0	0.0	0.0	0.4688	0.7452	0.0524	0.4955	0.4492	0.0	0.0079	0.3044	0.0792	0.8722	0.7421	0.9295	0.0	0.1233	0.2717
0.6558	20.3	8120	0.5374	0.3247	0.3841	0.8744	nan	0.8780	0.9543	0.5525	0.8866	0.4653	nan	0.6091	0.7407	0.0	0.9462	0.0	0.0	0.0	0.7651	0.8968	0.0475	0.6053	0.5384	0.0	0.0074	0.3611	0.0643	0.9451	0.8730	0.9723	0.0	0.1810	0.3854	nan	0.7648	0.8789	0.4584	0.7930	0.3828	nan	0.4776	0.5713	0.0	0.8484	0.0	0.0	0.0	0.4762	0.7398	0.0474	0.4906	0.4581	0.0	0.0073	0.2915	0.0627	0.8763	0.7559	0.9305	0.0	0.1419	0.2629
0.2163	20.35	8140	0.5404	0.3240	0.3821	0.8741	nan	0.8877	0.9564	0.5535	0.8751	0.4413	nan	0.5939	0.7432	0.0	0.9467	0.0	0.0	0.0	0.7537	0.8990	0.0430	0.5788	0.5712	0.0	0.0028	0.3439	0.0754	0.9452	0.8693	0.9732	0.0	0.1882	0.3690	nan	0.7636	0.8795	0.4556	0.7970	0.3684	nan	0.4781	0.5747	0.0	0.8476	0.0	0.0	0.0	0.4848	0.7363	0.0429	0.4787	0.4697	0.0	0.0028	0.2821	0.0732	0.8765	0.7548	0.9291	0.0	0.1444	0.2516
0.2631	20.4	8160	0.5377	0.3255	0.3883	0.8738	nan	0.8871	0.9505	0.5468	0.8802	0.4483	nan	0.6159	0.7866	0.0	0.9495	0.0	0.0	0.0	0.7468	0.8966	0.0762	0.6303	0.5958	0.0	0.0020	0.3729	0.0591	0.9320	0.8977	0.9741	0.0	0.1744	0.3925	nan	0.7666	0.8800	0.4642	0.7915	0.3694	nan	0.4859	0.5658	0.0	0.8446	0.0	0.0	0.0	0.4864	0.7421	0.0760	0.4926	0.4706	0.0	0.0020	0.2969	0.0576	0.8761	0.7443	0.9303	0.0	0.1354	0.2625
0.3065	20.45	8180	0.5273	0.3234	0.3830	0.8741	nan	0.8800	0.9556	0.5207	0.8809	0.4625	nan	0.6029	0.7575	0.0	0.9456	0.0	0.0	0.0	0.7647	0.8966	0.0499	0.6280	0.5936	0.0	0.0017	0.3612	0.0562	0.9350	0.8969	0.9730	0.0	0.1245	0.3532	nan	0.7634	0.8788	0.4712	0.7955	0.3803	nan	0.4787	0.5688	0.0	0.8478	0.0	0.0	0.0	0.4812	0.7387	0.0498	0.4959	0.4763	0.0	0.0017	0.2888	0.0547	0.8758	0.7451	0.9294	0.0	0.1042	0.2469
0.3085	20.5	8200	0.5386	0.3221	0.3833	0.8726	nan	0.8651	0.9510	0.5417	0.8904	0.4870	nan	0.6116	0.7760	0.0	0.9414	0.0	0.0	0.0	0.7685	0.9069	0.0248	0.6015	0.5982	0.0	0.0000	0.3569	0.0642	0.9361	0.8928	0.9720	0.0	0.1336	0.3308	nan	0.7559	0.8794	0.4696	0.7792	0.3866	nan	0.4894	0.5686	0.0	0.8492	0.0	0.0	0.0	0.4832	0.7355	0.0248	0.4820	0.4694	0.0	0.0000	0.2905	0.0627	0.8753	0.7489	0.9310	0.0	0.1109	0.2378
0.3364	20.55	8220	0.5363	0.3232	0.3842	0.8721	nan	0.8616	0.9535	0.5464	0.8841	0.4752	nan	0.6370	0.7508	0.0	0.9537	0.0	0.0	0.0	0.7751	0.8967	0.0751	0.6078	0.5622	0.0	0.0036	0.3656	0.0795	0.9337	0.8874	0.9756	0.0	0.0993	0.3537	nan	0.7504	0.8759	0.4683	0.7936	0.3822	nan	0.4952	0.5698	0.0	0.8410	0.0	0.0	0.0	0.4790	0.7378	0.0749	0.4796	0.4562	0.0	0.0035	0.2928	0.0766	0.8763	0.7519	0.9302	0.0	0.0847	0.2453
0.0915	20.6	8240	0.5523	0.3243	0.3865	0.8711	nan	0.8355	0.9577	0.5586	0.8800	0.4549	nan	0.6393	0.7801	0.0	0.9531	0.0	0.0	0.0	0.7582	0.8978	0.0858	0.6145	0.6158	0.0	0.0032	0.3785	0.0908	0.9293	0.8958	0.9764	0.0	0.0826	0.3673	nan	0.7415	0.8726	0.4630	0.7930	0.3797	nan	0.4938	0.5702	0.0	0.8425	0.0	0.0	0.0	0.4946	0.7393	0.0853	0.4890	0.4756	0.0	0.0032	0.2965	0.0872	0.8758	0.7485	0.9312	0.0	0.0716	0.2475
0.356	20.65	8260	0.5382	0.3251	0.3865	0.8725	nan	0.8644	0.9496	0.5561	0.8959	0.4824	nan	0.6025	0.7749	0.0	0.9477	0.0	0.0	0.0	0.7492	0.8959	0.1551	0.6055	0.5506	0.0	0.0048	0.3828	0.0529	0.9366	0.8900	0.9731	0.0	0.0705	0.4141	nan	0.7542	0.8786	0.4609	0.7821	0.3814	nan	0.4886	0.5706	0.0	0.8470	0.0	0.0	0.0	0.4958	0.7411	0.1518	0.4800	0.4500	0.0	0.0047	0.3009	0.0517	0.8791	0.7538	0.9318	0.0	0.0631	0.2605
0.1459	20.7	8280	0.5489	0.3251	0.3866	0.8718	nan	0.8498	0.9541	0.5605	0.8932	0.4738	nan	0.6228	0.7786	0.0	0.9508	0.0	0.0	0.0	0.7349	0.8841	0.1551	0.6340	0.5361	0.0	0.0062	0.3869	0.0771	0.9350	0.8941	0.9709	0.0	0.0608	0.3986	nan	0.7504	0.8760	0.4554	0.7918	0.3798	nan	0.4936	0.5726	0.0	0.8459	0.0	0.0	0.0	0.4984	0.7437	0.1509	0.4757	0.4368	0.0	0.0062	0.3048	0.0745	0.8769	0.7487	0.9330	0.0	0.0552	0.2580
0.2425	20.75	8300	0.5447	0.3226	0.3841	0.8718	nan	0.8721	0.9467	0.5558	0.8930	0.4636	nan	0.6209	0.7593	0.0	0.9458	0.0	0.0	0.0	0.7512	0.8902	0.1078	0.6304	0.5065	0.0	0.0077	0.3779	0.0684	0.9355	0.9096	0.9725	0.0	0.0588	0.4030	nan	0.7572	0.8786	0.4583	0.7899	0.3730	nan	0.4945	0.5712	0.0	0.8485	0.0	0.0	0.0	0.4913	0.7427	0.1071	0.4810	0.4251	0.0	0.0076	0.2995	0.0665	0.8739	0.7369	0.9318	0.0	0.0530	0.2597
0.1236	20.8	8320	0.5422	0.3237	0.3848	0.8727	nan	0.8650	0.9507	0.5566	0.8885	0.4678	nan	0.6175	0.7714	0.0	0.9439	0.0	0.0	0.0	0.7612	0.8969	0.1046	0.6328	0.4889	0.0	0.0066	0.4002	0.0723	0.9384	0.9019	0.9690	0.0	0.0619	0.4007	nan	0.7562	0.8787	0.4590	0.7902	0.3769	nan	0.4962	0.5721	0.0	0.8506	0.0	0.0	0.0	0.4961	0.7430	0.1041	0.4837	0.4157	0.0	0.0065	0.3128	0.0703	0.8768	0.7472	0.9327	0.0	0.0547	0.2594
0.3298	20.85	8340	0.5366	0.3235	0.3838	0.8736	nan	0.8652	0.9545	0.5484	0.8881	0.4643	nan	0.6293	0.7690	0.0	0.9500	0.0	0.0	0.0	0.7628	0.8991	0.0780	0.6188	0.5292	0.0	0.0072	0.3579	0.0707	0.9402	0.8839	0.9696	0.0	0.0887	0.3895	nan	0.7581	0.8797	0.4624	0.7900	0.3763	nan	0.4918	0.5697	0.0	0.8470	0.0	0.0	0.0	0.4929	0.7415	0.0779	0.4868	0.4370	0.0	0.0072	0.2934	0.0689	0.8771	0.7564	0.9314	0.0	0.0758	0.2553
0.5269	20.9	8360	0.5294	0.3239	0.3833	0.8738	nan	0.8710	0.9553	0.5447	0.8845	0.4773	nan	0.6058	0.7668	0.0	0.9552	0.0	0.0	0.0	0.7711	0.8985	0.0527	0.5851	0.5454	0.0	0.0076	0.3708	0.0846	0.9399	0.8869	0.9705	0.0	0.1124	0.3636	nan	0.7610	0.8791	0.4646	0.7920	0.3810	nan	0.4814	0.5698	0.0	0.8435	0.0	0.0	0.0	0.4926	0.7384	0.0526	0.4850	0.4542	0.0	0.0075	0.2967	0.0818	0.8762	0.7533	0.9315	0.0	0.0940	0.2507
0.1585	20.95	8380	0.5359	0.3254	0.3857	0.8739	nan	0.8719	0.9555	0.5393	0.8813	0.4655	nan	0.6115	0.7688	0.0	0.9488	0.0	0.0	0.0	0.7606	0.9001	0.0461	0.5688	0.6305	0.0	0.0068	0.3741	0.0894	0.9352	0.8964	0.9745	0.0	0.1326	0.3710	nan	0.7622	0.8784	0.4695	0.7972	0.3749	nan	0.4806	0.5693	0.0	0.8486	0.0	0.0	0.0	0.4927	0.7389	0.0460	0.4826	0.4869	0.0	0.0068	0.2949	0.0869	0.8742	0.7483	0.9311	0.0	0.1097	0.2600
0.1268	21.0	8400	0.5376	0.3252	0.3871	0.8730	nan	0.8632	0.9504	0.5451	0.8896	0.4740	nan	0.6190	0.7630	0.0	0.9483	0.0	0.0	0.0	0.7579	0.8926	0.0549	0.5994	0.6239	0.0	0.0117	0.4059	0.0718	0.9389	0.8930	0.9745	0.0	0.1033	0.3945	nan	0.7592	0.8787	0.4694	0.7824	0.3686	nan	0.4839	0.5699	0.0	0.8479	0.0	0.0	0.0	0.4922	0.7421	0.0548	0.4899	0.4886	0.0	0.0116	0.3074	0.0700	0.8762	0.7515	0.9312	0.0	0.0877	0.2679
0.1371	21.05	8420	0.5471	0.3258	0.3869	0.8744	nan	0.8926	0.9477	0.5441	0.8855	0.4579	nan	0.6271	0.7519	0.0	0.9477	0.0	0.0	0.0	0.7666	0.8941	0.0792	0.6294	0.5916	0.0	0.0127	0.3864	0.0813	0.9378	0.8915	0.9747	0.0	0.0835	0.3849	nan	0.7619	0.8810	0.4670	0.8029	0.3621	nan	0.4923	0.5717	0.0	0.8469	0.0	0.0	0.0	0.4912	0.7430	0.0789	0.4945	0.4672	0.0	0.0126	0.2998	0.0787	0.8782	0.7512	0.9313	0.0	0.0724	0.2652
0.2988	21.1	8440	0.5341	0.3249	0.3841	0.8747	nan	0.8832	0.9528	0.5346	0.8841	0.4633	nan	0.6166	0.7528	0.0	0.9475	0.0	0.0	0.0	0.7668	0.9080	0.0476	0.6031	0.5690	0.0	0.0074	0.3713	0.0925	0.9381	0.8922	0.9696	0.0	0.1200	0.3548	nan	0.7632	0.8816	0.4717	0.8046	0.3709	nan	0.4861	0.5713	0.0	0.8483	0.0	0.0	0.0	0.4917	0.7363	0.0475	0.4850	0.4579	0.0	0.0074	0.2934	0.0893	0.8764	0.7522	0.9320	0.0	0.1015	0.2544
0.2251	21.15	8460	0.5322	0.3281	0.3888	0.8749	nan	0.8775	0.9551	0.5347	0.8886	0.4519	nan	0.6086	0.7631	0.0	0.9530	0.0	0.0	0.0	0.7689	0.8945	0.1109	0.6272	0.5754	0.0	0.0088	0.3828	0.1044	0.9366	0.8926	0.9729	0.0	0.1294	0.3940	nan	0.7631	0.8812	0.4719	0.8002	0.3680	nan	0.4795	0.5715	0.0	0.8442	0.0	0.0	0.0	0.4897	0.7429	0.1105	0.4882	0.4644	0.0	0.0088	0.3029	0.0997	0.8778	0.7542	0.9311	0.0	0.1071	0.2689
0.3185	21.2	8480	0.5361	0.3279	0.3878	0.8748	nan	0.8886	0.9515	0.5454	0.8897	0.4198	nan	0.6347	0.7480	0.0	0.9466	0.0	0.0	0.0	0.7640	0.8863	0.1618	0.6065	0.5561	0.0	0.0136	0.3885	0.0716	0.9435	0.8982	0.9729	0.0	0.1018	0.4071	nan	0.7628	0.8818	0.4675	0.8018	0.3523	nan	0.4905	0.5740	0.0	0.8480	0.0	0.0	0.0	0.4934	0.7427	0.1597	0.4872	0.4620	0.0	0.0134	0.3029	0.0693	0.8760	0.7512	0.9296	0.0	0.0863	0.2694
0.2852	21.25	8500	0.5374	0.3274	0.3874	0.8743	nan	0.8650	0.9580	0.5453	0.8916	0.4330	nan	0.6024	0.7536	0.0	0.9501	0.0	0.0	0.0	0.7642	0.8935	0.1326	0.6130	0.5913	0.0	0.0107	0.4051	0.0754	0.9348	0.8974	0.9738	0.0	0.0870	0.4066	nan	0.7603	0.8792	0.4714	0.7926	0.3644	nan	0.4792	0.5745	0.0	0.8474	0.0	0.0	0.0	0.4984	0.7423	0.1312	0.4910	0.4724	0.0	0.0106	0.3093	0.0730	0.8775	0.7498	0.9314	0.0	0.0760	0.2725
0.1613	21.3	8520	0.5415	0.3277	0.3881	0.8741	nan	0.8748	0.9563	0.5423	0.8907	0.4405	nan	0.6005	0.7458	0.0	0.9575	0.0	0.0	0.0	0.7710	0.8943	0.1482	0.6029	0.5980	0.0	0.0094	0.3929	0.0928	0.9299	0.8980	0.9722	0.0	0.0861	0.4021	nan	0.7606	0.8802	0.4696	0.7921	0.3675	nan	0.4793	0.5711	0.0	0.8396	0.0	0.0	0.0	0.4916	0.7421	0.1455	0.4925	0.4760	0.0	0.0093	0.3042	0.0893	0.8752	0.7467	0.9324	0.0	0.0761	0.2736
0.1737	21.35	8540	0.5419	0.3286	0.3890	0.8743	nan	0.8690	0.9549	0.5379	0.8911	0.4384	nan	0.6220	0.7508	0.0	0.9586	0.0	0.0	0.0	0.7623	0.8885	0.1516	0.6092	0.6204	0.0	0.0102	0.3794	0.1076	0.9376	0.8968	0.9723	0.0	0.0856	0.3941	nan	0.7572	0.8795	0.4724	0.7935	0.3674	nan	0.4848	0.5697	0.0	0.8364	0.0	0.0	0.0	0.4903	0.7418	0.1498	0.4936	0.4852	0.0	0.0101	0.2975	0.1029	0.8759	0.7524	0.9328	0.0	0.0780	0.2737
0.2298	21.4	8560	0.5426	0.3251	0.3836	0.8737	nan	0.8624	0.9521	0.5418	0.8995	0.4539	nan	0.6168	0.7483	0.0	0.9481	0.0	0.0	0.0	0.7528	0.8957	0.0859	0.5834	0.6163	0.0	0.0048	0.3508	0.0955	0.9455	0.8989	0.9701	0.0	0.0704	0.3654	nan	0.7560	0.8798	0.4729	0.7824	0.3744	nan	0.4872	0.5710	0.0	0.8460	0.0	0.0	0.0	0.4948	0.7378	0.0856	0.4902	0.4860	0.0	0.0048	0.2795	0.0927	0.8732	0.7492	0.9320	0.0	0.0648	0.2693
0.2051	21.45	8580	0.5423	0.3229	0.3827	0.8726	nan	0.8651	0.9492	0.5492	0.8984	0.4731	nan	0.6118	0.7619	0.0	0.9466	0.0	0.0	0.0	0.7374	0.9007	0.0793	0.6186	0.5176	0.0	0.0110	0.3682	0.0760	0.9337	0.9104	0.9754	0.0	0.0529	0.3923	nan	0.7561	0.8799	0.4725	0.7811	0.3819	nan	0.4861	0.5732	0.0	0.8479	0.0	0.0	0.0	0.5038	0.7371	0.0789	0.4762	0.4327	0.0	0.0109	0.2886	0.0742	0.8766	0.7435	0.9311	0.0	0.0506	0.2728
0.3007	21.5	8600	0.5357	0.3242	0.3844	0.8739	nan	0.8678	0.9492	0.5557	0.8947	0.4826	nan	0.6392	0.7636	0.0	0.9485	0.0	0.0	0.0	0.7523	0.9004	0.0643	0.6117	0.5166	0.0	0.0066	0.3889	0.1001	0.9401	0.9038	0.9732	0.0	0.0673	0.3588	nan	0.7585	0.8816	0.4683	0.7926	0.3824	nan	0.4970	0.5734	0.0	0.8466	0.0	0.0	0.0	0.4987	0.7358	0.0639	0.4768	0.4326	0.0	0.0065	0.2968	0.0963	0.8771	0.7541	0.9317	0.0	0.0613	0.2676
0.1488	21.55	8620	0.5389	0.3264	0.3878	0.8747	nan	0.8731	0.9540	0.5513	0.8833	0.4710	nan	0.6182	0.7661	0.0	0.9468	0.0	0.0	0.0	0.7766	0.8965	0.0804	0.5983	0.5868	0.0	0.0108	0.4012	0.0908	0.9377	0.8953	0.9738	0.0	0.0812	0.4043	nan	0.7627	0.8810	0.4690	0.8022	0.3743	nan	0.4878	0.5703	0.0	0.8474	0.0	0.0	0.0	0.4891	0.7403	0.0799	0.4854	0.4661	0.0	0.0107	0.3062	0.0878	0.8765	0.7547	0.9323	0.0	0.0720	0.2770
0.4317	21.6	8640	0.5450	0.3256	0.3856	0.8747	nan	0.8661	0.9554	0.5583	0.8896	0.4561	nan	0.6343	0.7578	0.0	0.9475	0.0	0.0	0.0	0.7690	0.9008	0.0868	0.5976	0.5299	0.0	0.0071	0.3883	0.0929	0.9411	0.8887	0.9736	0.0000	0.0776	0.4070	nan	0.7628	0.8801	0.4617	0.8008	0.3743	nan	0.4888	0.5689	0.0	0.8473	0.0	0.0	0.0	0.4951	0.7390	0.0863	0.4838	0.4472	0.0	0.0071	0.3001	0.0901	0.8784	0.7573	0.9325	0.0000	0.0698	0.2741
0.7164	21.65	8660	0.5369	0.3281	0.3878	0.8748	nan	0.8768	0.9547	0.5503	0.8890	0.4795	nan	0.6107	0.7578	0.0	0.9539	0.0	0.0	0.0	0.7432	0.8852	0.1445	0.6006	0.5651	0.0	0.0089	0.3738	0.1056	0.9383	0.8890	0.9739	0.0000	0.0718	0.4249	nan	0.7632	0.8806	0.4658	0.8001	0.3799	nan	0.4844	0.5686	0.0	0.8427	0.0	0.0	0.0	0.4954	0.7423	0.1424	0.4890	0.4662	0.0	0.0088	0.2952	0.1018	0.8772	0.7572	0.9313	0.0000	0.0646	0.2723
0.2222	21.7	8680	0.5408	0.3262	0.3883	0.8739	nan	0.8706	0.9549	0.5493	0.8925	0.4543	nan	0.6128	0.7719	0.0	0.9517	0.0	0.0	0.0	0.7580	0.8859	0.1143	0.6076	0.5944	0.0	0.0043	0.3823	0.1017	0.9308	0.9063	0.9750	0.0	0.0690	0.4265	nan	0.7664	0.8806	0.4639	0.7935	0.3720	nan	0.4835	0.5629	0.0	0.8435	0.0	0.0	0.0	0.4909	0.7433	0.1132	0.4930	0.4752	0.0	0.0043	0.3009	0.0984	0.8737	0.7420	0.9307	0.0	0.0627	0.2705
0.2499	21.75	8700	0.5369	0.3254	0.3880	0.8743	nan	0.8894	0.9472	0.5423	0.8881	0.4544	nan	0.6325	0.7598	0.0	0.9515	0.0	0.0	0.0	0.7714	0.8925	0.0769	0.6292	0.5738	0.0	0.0112	0.4097	0.0836	0.9328	0.9091	0.9730	0.0001	0.0628	0.4137	nan	0.7666	0.8820	0.4653	0.7982	0.3700	nan	0.4976	0.5675	0.0	0.8429	0.0	0.0	0.0	0.4893	0.7413	0.0768	0.4869	0.4624	0.0	0.0111	0.3153	0.0812	0.8757	0.7452	0.9318	0.0001	0.0582	0.2722
0.2247	21.8	8720	0.5379	0.3267	0.3891	0.8753	nan	0.8811	0.9505	0.5430	0.8829	0.4790	nan	0.6403	0.7657	0.0	0.9496	0.0	0.0	0.0	0.7741	0.9013	0.0556	0.6033	0.5980	0.0	0.0129	0.4134	0.0853	0.9346	0.9014	0.9731	0.0014	0.0924	0.3997	nan	0.7675	0.8824	0.4650	0.8030	0.3825	nan	0.4972	0.5699	0.0	0.8461	0.0	0.0	0.0	0.4919	0.7385	0.0554	0.4836	0.4716	0.0	0.0128	0.3141	0.0828	0.8787	0.7535	0.9319	0.0010	0.0807	0.2716
0.1878	21.85	8740	0.5337	0.3263	0.3892	0.8747	nan	0.8704	0.9489	0.5476	0.8929	0.4879	nan	0.6583	0.7722	0.0	0.9494	0.0	0.0	0.0	0.7680	0.8932	0.0495	0.6149	0.5713	0.0	0.0107	0.4026	0.1013	0.9394	0.8983	0.9735	0.0025	0.0950	0.3963	nan	0.7653	0.8831	0.4631	0.7931	0.3810	nan	0.4955	0.5691	0.0	0.8459	0.0	0.0	0.0	0.4947	0.7402	0.0493	0.4861	0.4654	0.0	0.0106	0.3093	0.0975	0.8781	0.7547	0.9314	0.0018	0.0829	0.2714
0.2087	21.9	8760	0.5284	0.3288	0.3908	0.8751	nan	0.8715	0.9532	0.5485	0.8855	0.4886	nan	0.6386	0.7703	0.0	0.9505	0.0	0.0	0.0	0.7729	0.8787	0.1166	0.6198	0.5714	0.0	0.0147	0.4042	0.0958	0.9431	0.8921	0.9765	0.0018	0.1007	0.3999	nan	0.7644	0.8820	0.4651	0.7978	0.3806	nan	0.4953	0.5696	0.0	0.8466	0.0	0.0	0.0	0.4931	0.7417	0.1146	0.4939	0.4689	0.0	0.0145	0.3052	0.0921	0.8772	0.7575	0.9289	0.0014	0.0869	0.2730
0.1603	21.95	8780	0.5376	0.3299	0.3924	0.8747	nan	0.8768	0.9501	0.5489	0.8804	0.4855	nan	0.6574	0.7559	0.0	0.9530	0.0	0.0	0.0	0.7691	0.8964	0.1615	0.6115	0.5917	0.0	0.0149	0.4048	0.0935	0.9351	0.8971	0.9720	0.0025	0.1065	0.3843	nan	0.7637	0.8814	0.4620	0.7976	0.3796	nan	0.5006	0.5695	0.0	0.8444	0.0	0.0	0.0	0.4916	0.7408	0.1566	0.4871	0.4697	0.0	0.0147	0.3100	0.0903	0.8782	0.7537	0.9322	0.0019	0.0921	0.2705
0.1517	22.0	8800	0.5465	0.3313	0.3927	0.8747	nan	0.8771	0.9577	0.5429	0.8672	0.4483	nan	0.6401	0.7541	0.0	0.9511	0.0	0.0	0.0	0.7819	0.8928	0.2036	0.6004	0.6043	0.0	0.0106	0.4059	0.0945	0.9350	0.8866	0.9758	0.0014	0.1222	0.4062	nan	0.7595	0.8787	0.4670	0.7995	0.3688	nan	0.4962	0.5695	0.0	0.8460	0.0	0.0	0.0	0.4883	0.7420	0.1946	0.4864	0.4762	0.0	0.0104	0.3121	0.0912	0.8781	0.7591	0.9304	0.0011	0.1029	0.2738
0.3273	22.05	8820	0.5432	0.3285	0.3893	0.8742	nan	0.8656	0.9560	0.5497	0.8839	0.4515	nan	0.6355	0.7475	0.0	0.9523	0.0	0.0	0.0	0.7779	0.9004	0.1420	0.5781	0.5997	0.0	0.0061	0.4009	0.1025	0.9340	0.8986	0.9736	0.0002	0.1010	0.3898	nan	0.7598	0.8788	0.4668	0.7982	0.3721	nan	0.4914	0.5703	0.0	0.8452	0.0	0.0	0.0	0.4900	0.7384	0.1390	0.4832	0.4751	0.0	0.0060	0.3110	0.0989	0.8768	0.7518	0.9313	0.0001	0.0874	0.2700
0.3612	22.1	8840	0.5401	0.3305	0.3921	0.8744	nan	0.8658	0.9563	0.5468	0.8796	0.4588	nan	0.6341	0.7567	0.0	0.9537	0.0	0.0	0.0	0.7775	0.8943	0.1724	0.5901	0.5925	0.0	0.0057	0.4168	0.1154	0.9349	0.8978	0.9761	0.0001	0.1124	0.4007	nan	0.7578	0.8787	0.4668	0.8003	0.3793	nan	0.4915	0.5686	0.0	0.8441	0.0	0.0	0.0	0.4885	0.7407	0.1669	0.4875	0.4723	0.0	0.0057	0.3171	0.1102	0.8768	0.7537	0.9308	0.0000	0.0959	0.2719
0.1703	22.15	8860	0.5429	0.3301	0.3897	0.8739	nan	0.8675	0.9557	0.5431	0.8820	0.4509	nan	0.6227	0.7410	0.0	0.9519	0.0	0.0	0.0	0.7647	0.8938	0.1909	0.5960	0.5806	0.0	0.0116	0.3967	0.1054	0.9397	0.8863	0.9715	0.0006	0.0914	0.4149	nan	0.7546	0.8768	0.4655	0.7981	0.3737	nan	0.4937	0.5703	0.0	0.8454	0.0	0.0	0.0	0.4954	0.7403	0.1830	0.4835	0.4650	0.0	0.0115	0.3142	0.1014	0.8778	0.7590	0.9317	0.0005	0.0787	0.2721
0.3152	22.2	8880	0.5504	0.3285	0.3901	0.8729	nan	0.8575	0.9548	0.5471	0.8853	0.4862	nan	0.6153	0.7555	0.0	0.9513	0.0	0.0	0.0	0.7685	0.8913	0.1404	0.6084	0.6040	0.0	0.0130	0.3785	0.1039	0.9315	0.8944	0.9750	0.0001	0.1039	0.4058	nan	0.7525	0.8759	0.4623	0.7954	0.3835	nan	0.4897	0.5705	0.0	0.8455	0.0	0.0	0.0	0.4926	0.7424	0.1376	0.4888	0.4696	0.0	0.0129	0.3058	0.0998	0.8761	0.7506	0.9314	0.0001	0.0875	0.2715
0.1035	22.25	8900	0.5411	0.3281	0.3881	0.8734	nan	0.8580	0.9559	0.5447	0.8867	0.4679	nan	0.6214	0.7417	0.0	0.9483	0.0	0.0	0.0	0.7612	0.8938	0.1462	0.6048	0.5844	0.0	0.0154	0.3915	0.1031	0.9346	0.8970	0.9721	0.0	0.0663	0.4138	nan	0.7529	0.8768	0.4646	0.7958	0.3795	nan	0.4915	0.5696	0.0	0.8482	0.0	0.0	0.0	0.4928	0.7423	0.1433	0.4891	0.4631	0.0	0.0152	0.3125	0.0992	0.8750	0.7500	0.9326	0.0	0.0609	0.2740
0.2008	22.3	8920	0.5378	0.3269	0.3868	0.8729	nan	0.8512	0.9535	0.5472	0.8873	0.4918	nan	0.6262	0.7215	0.0	0.9507	0.0	0.0	0.0	0.7596	0.8897	0.1456	0.6108	0.5700	0.0	0.0142	0.3661	0.0773	0.9385	0.8988	0.9697	0.0001	0.0599	0.4340	nan	0.7527	0.8756	0.4635	0.7929	0.3926	nan	0.4925	0.5660	0.0	0.8459	0.0	0.0	0.0	0.4892	0.7427	0.1428	0.4914	0.4649	0.0	0.0140	0.3016	0.0752	0.8749	0.7498	0.9325	0.0001	0.0554	0.2725
0.1589	22.35	8940	0.5448	0.3284	0.3887	0.8732	nan	0.8511	0.9576	0.5510	0.8888	0.4630	nan	0.5942	0.7498	0.0	0.9516	0.0	0.0	0.0	0.7501	0.8941	0.1388	0.5907	0.6261	0.0	0.0136	0.3889	0.1029	0.9327	0.8984	0.9739	0.0	0.0765	0.4334	nan	0.7530	0.8755	0.4579	0.7933	0.3874	nan	0.4808	0.5691	0.0	0.8464	0.0	0.0	0.0	0.4969	0.7417	0.1361	0.4897	0.4836	0.0	0.0135	0.3107	0.0992	0.8757	0.7509	0.9327	0.0	0.0692	0.2733
0.2325	22.4	8960	0.5514	0.3282	0.3896	0.8728	nan	0.8543	0.9546	0.5537	0.8974	0.4754	nan	0.6004	0.7597	0.0	0.9533	0.0	0.0	0.0	0.7661	0.8934	0.1589	0.5993	0.5671	0.0	0.0137	0.3889	0.1074	0.9301	0.9014	0.9746	0.0002	0.0884	0.4190	nan	0.7544	0.8774	0.4563	0.7856	0.3916	nan	0.4841	0.5692	0.0	0.8446	0.0	0.0	0.0	0.4982	0.7420	0.1549	0.4856	0.4629	0.0	0.0135	0.3082	0.1029	0.8756	0.7467	0.9320	0.0001	0.0762	0.2693
0.1576	22.45	8980	0.5427	0.3294	0.3921	0.8734	nan	0.8652	0.9547	0.5544	0.8918	0.4874	nan	0.6083	0.7620	0.0	0.9561	0.0	0.0	0.0	0.7693	0.8882	0.1595	0.6035	0.5858	0.0	0.0144	0.4149	0.1122	0.9268	0.8929	0.9757	0.0017	0.0958	0.4201	nan	0.7605	0.8792	0.4545	0.7944	0.3932	nan	0.4890	0.5693	0.0	0.8417	0.0	0.0	0.0	0.4951	0.7432	0.1560	0.4848	0.4651	0.0	0.0142	0.3179	0.1074	0.8740	0.7471	0.9312	0.0012	0.0802	0.2695
0.2345	22.5	9000	0.5471	0.3289	0.3920	0.8731	nan	0.8713	0.9466	0.5587	0.9001	0.4966	nan	0.6179	0.7528	0.0	0.9532	0.0	0.0	0.0	0.7604	0.9015	0.1393	0.5972	0.6134	0.0	0.0165	0.3903	0.1145	0.9262	0.9038	0.9739	0.0016	0.1136	0.3874	nan	0.7637	0.8809	0.4475	0.7854	0.3913	nan	0.4948	0.5685	0.0	0.8443	0.0	0.0	0.0	0.4919	0.7405	0.1372	0.4887	0.4725	0.0	0.0164	0.3080	0.1099	0.8736	0.7414	0.9316	0.0011	0.0972	0.2679
0.1748	22.55	9020	0.5453	0.3270	0.3863	0.8726	nan	0.8520	0.9555	0.5550	0.8857	0.4632	nan	0.6037	0.7613	0.0	0.9510	0.0	0.0	0.0	0.7365	0.9051	0.1070	0.5880	0.5889	0.0	0.0162	0.3777	0.1086	0.9349	0.8942	0.9723	0.0	0.1025	0.3898	nan	0.7500	0.8743	0.4450	0.7886	0.3914	nan	0.4871	0.5702	0.0	0.8461	0.0	0.0	0.0	0.4996	0.7384	0.1061	0.4849	0.4692	0.0	0.0160	0.3023	0.1049	0.8767	0.7525	0.9318	0.0	0.0896	0.2672
0.2406	22.6	9040	0.5488	0.3272	0.3862	0.8720	nan	0.8376	0.9592	0.5507	0.8813	0.4457	nan	0.5999	0.7352	0.0	0.9516	0.0	0.0	0.0	0.7494	0.8991	0.1234	0.5896	0.6238	0.0	0.0122	0.3695	0.1067	0.9398	0.8896	0.9714	0.0001	0.1107	0.3981	nan	0.7448	0.8715	0.4556	0.7880	0.3832	nan	0.4773	0.5680	0.0	0.8446	0.0	0.0	0.0	0.4937	0.7400	0.1220	0.4871	0.4865	0.0	0.0121	0.2950	0.1027	0.8763	0.7553	0.9313	0.0001	0.0958	0.2679
0.3419	22.65	9060	0.5418	0.3301	0.3904	0.8739	nan	0.8590	0.9565	0.5493	0.8801	0.4690	nan	0.6086	0.7453	0.0	0.9491	0.0	0.0	0.0	0.7732	0.8978	0.1333	0.6020	0.6146	0.0	0.0178	0.3809	0.1096	0.9409	0.8812	0.9715	0.0021	0.1500	0.3906	nan	0.7561	0.8744	0.4602	0.7939	0.3893	nan	0.4869	0.5683	0.0	0.8476	0.0	0.0	0.0	0.4877	0.7417	0.1311	0.4907	0.4806	0.0	0.0176	0.2995	0.1052	0.8781	0.7595	0.9314	0.0015	0.1238	0.2676
0.1441	22.7	9080	0.5432	0.3305	0.3911	0.8738	nan	0.8546	0.9550	0.5505	0.8846	0.4671	nan	0.6308	0.7688	0.0	0.9459	0.0	0.0	0.0	0.7766	0.8995	0.1456	0.6052	0.5778	0.0	0.0128	0.3846	0.1142	0.9438	0.8890	0.9692	0.0013	0.1701	0.3605	nan	0.7545	0.8744	0.4602	0.7883	0.3902	nan	0.4933	0.5634	0.0	0.8500	0.0	0.0	0.0	0.4917	0.7422	0.1420	0.4932	0.4702	0.0	0.0127	0.2979	0.1098	0.8777	0.7559	0.9320	0.0010	0.1400	0.2647
0.1741	22.75	9100	0.5402	0.3291	0.3911	0.8736	nan	0.8567	0.9523	0.5509	0.8902	0.4744	nan	0.6254	0.7688	0.0	0.9507	0.0	0.0	0.0	0.7726	0.8935	0.1355	0.6140	0.5996	0.0	0.0177	0.3968	0.1092	0.9402	0.8939	0.9706	0.0008	0.1088	0.3846	nan	0.7551	0.8765	0.4602	0.7810	0.3904	nan	0.4954	0.5656	0.0	0.8470	0.0	0.0	0.0	0.4903	0.7434	0.1328	0.4936	0.4729	0.0	0.0174	0.3057	0.1046	0.8781	0.7552	0.9318	0.0006	0.0931	0.2690
0.1961	22.8	9120	0.5448	0.3288	0.3902	0.8728	nan	0.8529	0.9554	0.5438	0.8871	0.4560	nan	0.6228	0.7701	0.0	0.9490	0.0	0.0	0.0	0.7639	0.8897	0.1281	0.6170	0.6130	0.0	0.0154	0.3804	0.1181	0.9376	0.8979	0.9720	0.0002	0.1329	0.3744	nan	0.7494	0.8745	0.4642	0.7844	0.3812	nan	0.4911	0.5659	0.0	0.8476	0.0	0.0	0.0	0.4901	0.7434	0.1253	0.4932	0.4782	0.0	0.0152	0.2975	0.1127	0.8762	0.7514	0.9304	0.0001	0.1108	0.2680
0.2165	22.85	9140	0.5412	0.3294	0.3910	0.8740	nan	0.8686	0.9555	0.5484	0.8830	0.4526	nan	0.6263	0.7575	0.0	0.9492	0.0	0.0	0.0	0.7738	0.9002	0.1344	0.5956	0.6015	0.0	0.0170	0.4073	0.1137	0.9302	0.8995	0.9773	0.0005	0.1174	0.3928	nan	0.7591	0.8774	0.4616	0.7916	0.3801	nan	0.4933	0.5674	0.0	0.8481	0.0	0.0	0.0	0.4920	0.7415	0.1319	0.4882	0.4728	0.0	0.0168	0.3119	0.1088	0.8777	0.7504	0.9294	0.0004	0.0994	0.2704
0.2101	22.9	9160	0.5386	0.3304	0.3913	0.8750	nan	0.8788	0.9541	0.5448	0.8796	0.4701	nan	0.6249	0.7570	0.0	0.9552	0.0	0.0	0.0	0.7728	0.9029	0.1408	0.6030	0.5752	0.0	0.0184	0.3855	0.1295	0.9324	0.8938	0.9765	0.0008	0.1267	0.3905	nan	0.7634	0.8795	0.4638	0.7963	0.3837	nan	0.4963	0.5658	0.0	0.8434	0.0	0.0	0.0	0.4923	0.7408	0.1383	0.4891	0.4651	0.0	0.0182	0.3033	0.1231	0.8790	0.7557	0.9298	0.0006	0.1065	0.2691
0.2407	22.95	9180	0.5413	0.3301	0.3911	0.8752	nan	0.8775	0.9552	0.5513	0.8781	0.4550	nan	0.6331	0.7569	0.0000	0.9499	0.0	0.0	0.0	0.7825	0.8929	0.1423	0.6056	0.5590	0.0	0.0241	0.3991	0.1251	0.9404	0.8904	0.9763	0.0007	0.1098	0.4011	nan	0.7621	0.8797	0.4589	0.7965	0.3807	nan	0.4982	0.5678	0.0000	0.8477	0.0	0.0	0.0	0.4897	0.7423	0.1391	0.4916	0.4614	0.0	0.0238	0.3073	0.1187	0.8788	0.7583	0.9298	0.0006	0.0929	0.2686
0.4243	23.0	9200	0.5364	0.3272	0.3867	0.8747	nan	0.8666	0.9560	0.5474	0.8801	0.4731	nan	0.6430	0.7384	0.0	0.9460	0.0	0.0	0.0	0.7748	0.8965	0.0821	0.6069	0.5453	0.0	0.0174	0.3848	0.1094	0.9413	0.8907	0.9752	0.0000	0.1011	0.3850	nan	0.7618	0.8786	0.4633	0.7949	0.3876	nan	0.4926	0.5678	0.0	0.8501	0.0	0.0	0.0	0.4910	0.7397	0.0817	0.4898	0.4575	0.0	0.0171	0.2990	0.1049	0.8774	0.7568	0.9294	0.0000	0.0867	0.2682
0.1931	23.05	9220	0.5357	0.3291	0.3887	0.8751	nan	0.8716	0.9554	0.5543	0.8900	0.4580	nan	0.6208	0.7429	0.0001	0.9515	0.0	0.0	0.0	0.7749	0.9016	0.1082	0.5858	0.5814	0.0	0.0147	0.3861	0.1216	0.9402	0.8876	0.9721	0.0	0.1357	0.3732	nan	0.7619	0.8797	0.4578	0.7917	0.3800	nan	0.4927	0.5677	0.0001	0.8471	0.0	0.0	0.0	0.4913	0.7389	0.1069	0.4899	0.4735	0.0	0.0145	0.3023	0.1161	0.8784	0.7583	0.9311	0.0	0.1142	0.2671
0.272	23.1	9240	0.5397	0.3278	0.3865	0.8747	nan	0.8690	0.9548	0.5557	0.8885	0.4618	nan	0.6241	0.7150	0.0001	0.9498	0.0	0.0	0.0	0.7695	0.9018	0.1250	0.6026	0.5501	0.0	0.0133	0.3800	0.1114	0.9404	0.8892	0.9760	0.0	0.1073	0.3687	nan	0.7620	0.8787	0.4564	0.7922	0.3836	nan	0.4944	0.5661	0.0001	0.8480	0.0	0.0	0.0	0.4907	0.7384	0.1235	0.4866	0.4558	0.0	0.0132	0.2991	0.1069	0.8787	0.7580	0.9293	0.0	0.0929	0.2625
0.2146	23.15	9260	0.5403	0.3290	0.3889	0.8747	nan	0.8714	0.9542	0.5467	0.8856	0.4610	nan	0.6275	0.7460	0.0	0.9537	0.0	0.0	0.0	0.7649	0.9007	0.1305	0.6030	0.5662	0.0	0.0156	0.3780	0.1163	0.9364	0.9010	0.9736	0.0	0.1247	0.3770	nan	0.7645	0.8785	0.4644	0.7951	0.3823	nan	0.4936	0.5659	0.0	0.8451	0.0	0.0	0.0	0.4914	0.7404	0.1290	0.4887	0.4650	0.0	0.0154	0.3018	0.1108	0.8775	0.7488	0.9306	0.0	0.1049	0.2627
0.1677	23.2	9280	0.5410	0.3301	0.3920	0.8743	nan	0.8645	0.9527	0.5546	0.8860	0.4706	nan	0.6377	0.7394	0.0	0.9553	0.0	0.0	0.0	0.7764	0.8962	0.1431	0.5963	0.5923	0.0	0.0205	0.4032	0.1118	0.9361	0.9001	0.9735	0.0001	0.1303	0.3938	nan	0.7614	0.8780	0.4594	0.7931	0.3864	nan	0.4971	0.5644	0.0	0.8435	0.0	0.0	0.0	0.4841	0.7420	0.1410	0.4924	0.4794	0.0	0.0203	0.3123	0.1066	0.8779	0.7505	0.9313	0.0001	0.1073	0.2649
0.1313	23.25	9300	0.5456	0.3301	0.3910	0.8748	nan	0.8699	0.9560	0.5537	0.8854	0.4588	nan	0.6043	0.7307	0.0	0.9502	0.0	0.0	0.0	0.7774	0.8964	0.1420	0.6186	0.6113	0.0	0.0151	0.3961	0.1204	0.9333	0.8993	0.9733	0.0001	0.1130	0.3965	nan	0.7643	0.8780	0.4597	0.7969	0.3826	nan	0.4896	0.5647	0.0	0.8478	0.0	0.0	0.0	0.4847	0.7422	0.1398	0.4966	0.4832	0.0	0.0149	0.3096	0.1146	0.8782	0.7513	0.9315	0.0000	0.0963	0.2659
0.1921	23.3	9320	0.5461	0.3314	0.3923	0.8754	nan	0.8793	0.9564	0.5496	0.8836	0.4510	nan	0.6103	0.7401	0.0002	0.9491	0.0	0.0	0.0	0.7830	0.8893	0.1648	0.6066	0.6200	0.0	0.0113	0.3997	0.1284	0.9364	0.8953	0.9756	0.0	0.1297	0.3847	nan	0.7644	0.8785	0.4616	0.7994	0.3783	nan	0.4925	0.5662	0.0002	0.8482	0.0	0.0	0.0	0.4823	0.7429	0.1603	0.4961	0.4901	0.0	0.0111	0.3098	0.1216	0.8768	0.7534	0.9299	0.0	0.1076	0.2662
0.2624	23.35	9340	0.5401	0.3308	0.3909	0.8752	nan	0.8740	0.9582	0.5478	0.8837	0.4406	nan	0.6082	0.7412	0.0002	0.9502	0.0	0.0	0.0	0.7848	0.8866	0.1657	0.5963	0.6164	0.0	0.0084	0.3942	0.1259	0.9408	0.8936	0.9716	0.0	0.1197	0.3917	nan	0.7652	0.8778	0.4646	0.7979	0.3746	nan	0.4872	0.5645	0.0002	0.8468	0.0	0.0	0.0	0.4812	0.7424	0.1604	0.4954	0.4954	0.0	0.0083	0.3074	0.1195	0.8752	0.7539	0.9308	0.0	0.1001	0.2667
0.1548	23.4	9360	0.5470	0.3308	0.3930	0.8748	nan	0.8728	0.9532	0.5526	0.8875	0.4770	nan	0.6364	0.7354	0.0	0.9559	0.0	0.0	0.0	0.7807	0.8965	0.1574	0.6032	0.6088	0.0	0.0165	0.4020	0.1249	0.9332	0.8867	0.9704	0.0018	0.1052	0.4123	nan	0.7663	0.8801	0.4596	0.7929	0.3832	nan	0.4955	0.5634	0.0	0.8423	0.0	0.0	0.0	0.4846	0.7410	0.1526	0.4913	0.4870	0.0	0.0163	0.3151	0.1187	0.8786	0.7576	0.9325	0.0013	0.0892	0.2676
0.1922	23.45	9380	0.5330	0.3299	0.3908	0.8754	nan	0.8749	0.9552	0.5400	0.8835	0.4689	nan	0.6341	0.7381	0.0000	0.9540	0.0	0.0	0.0	0.7756	0.8927	0.1310	0.6042	0.6238	0.0	0.0109	0.3772	0.1200	0.9381	0.8896	0.9733	0.0	0.1174	0.3950	nan	0.7671	0.8799	0.4670	0.7968	0.3831	nan	0.4910	0.5641	0.0000	0.8438	0.0	0.0	0.0	0.4806	0.7415	0.1291	0.4947	0.4921	0.0	0.0108	0.3007	0.1140	0.8768	0.7563	0.9306	0.0	0.0985	0.2680
0.2077	23.5	9400	0.5446	0.3305	0.3924	0.8752	nan	0.8737	0.9553	0.5498	0.8821	0.4568	nan	0.6489	0.7487	0.0001	0.9537	0.0	0.0	0.0	0.7682	0.8890	0.1510	0.6209	0.6170	0.0	0.0151	0.3883	0.1257	0.9352	0.8941	0.9727	0.0001	0.1006	0.4027	nan	0.7668	0.8800	0.4621	0.7992	0.3799	nan	0.4959	0.5657	0.0001	0.8446	0.0	0.0	0.0	0.4865	0.7430	0.1469	0.4929	0.4836	0.0	0.0149	0.3064	0.1191	0.8766	0.7537	0.9312	0.0001	0.0863	0.2695
0.3057	23.55	9420	0.5432	0.3292	0.3883	0.8749	nan	0.8826	0.9572	0.5491	0.8651	0.4678	nan	0.6256	0.7472	0.0003	0.9505	0.0	0.0	0.0	0.7652	0.8901	0.1406	0.5990	0.5479	0.0	0.0178	0.3632	0.1328	0.9388	0.8954	0.9739	0.0	0.0987	0.4060	nan	0.7651	0.8798	0.4624	0.8025	0.3787	nan	0.4932	0.5679	0.0003	0.8471	0.0	0.0	0.0	0.4935	0.7414	0.1384	0.4846	0.4610	0.0	0.0175	0.2961	0.1257	0.8761	0.7517	0.9294	0.0	0.0842	0.2681
0.17	23.6	9440	0.5393	0.3298	0.3909	0.8750	nan	0.8763	0.9533	0.5453	0.8854	0.4675	nan	0.6388	0.7499	0.0003	0.9509	0.0	0.0	0.0	0.7668	0.8942	0.1458	0.6084	0.5846	0.0	0.0128	0.3852	0.1257	0.9365	0.8963	0.9719	0.0000	0.1069	0.3961	nan	0.7655	0.8809	0.4639	0.7965	0.3777	nan	0.4951	0.5653	0.0003	0.8467	0.0	0.0	0.0	0.4879	0.7421	0.1425	0.4890	0.4742	0.0	0.0127	0.3051	0.1198	0.8763	0.7520	0.9312	0.0000	0.0911	0.2680
0.0977	23.65	9460	0.5487	0.3302	0.3930	0.8747	nan	0.8785	0.9510	0.5502	0.8872	0.4662	nan	0.6408	0.7507	0.0	0.9526	0.0	0.0	0.0	0.7677	0.8894	0.1602	0.6141	0.5973	0.0	0.0167	0.4020	0.1219	0.9324	0.9052	0.9749	0.0003	0.0993	0.4101	nan	0.7654	0.8816	0.4602	0.7961	0.3778	nan	0.4988	0.5650	0.0	0.8451	0.0	0.0	0.0	0.4854	0.7432	0.1560	0.4930	0.4761	0.0	0.0164	0.3123	0.1159	0.8764	0.7465	0.9305	0.0002	0.0852	0.2684
0.3042	23.7	9480	0.5400	0.3304	0.3920	0.8752	nan	0.8767	0.9543	0.5556	0.8897	0.4659	nan	0.6199	0.7521	0.0001	0.9554	0.0	0.0	0.0	0.7734	0.8836	0.1647	0.6205	0.5740	0.0	0.0097	0.3982	0.1326	0.9394	0.8877	0.9738	0.0007	0.1041	0.4049	nan	0.7668	0.8818	0.4567	0.7952	0.3743	nan	0.4968	0.5663	0.0001	0.8430	0.0	0.0	0.0	0.4869	0.7439	0.1593	0.4950	0.4707	0.0	0.0096	0.3097	0.1255	0.8769	0.7571	0.9302	0.0005	0.0877	0.2695
0.7381	23.75	9500	0.5376	0.3297	0.3911	0.8750	nan	0.8842	0.9526	0.5460	0.8870	0.4334	nan	0.6435	0.7543	0.0004	0.9464	0.0	0.0	0.0	0.7745	0.9011	0.1370	0.5934	0.5942	0.0	0.0095	0.4044	0.1241	0.9350	0.8947	0.9742	0.0000	0.1107	0.4042	nan	0.7649	0.8814	0.4637	0.7946	0.3640	nan	0.4977	0.5670	0.0004	0.8494	0.0	0.0	0.0	0.4916	0.7404	0.1343	0.4897	0.4755	0.0	0.0094	0.3141	0.1183	0.8770	0.7544	0.9306	0.0000	0.0936	0.2676
0.1767	23.8	9520	0.5374	0.3283	0.3875	0.8747	nan	0.8775	0.9547	0.5343	0.8842	0.4451	nan	0.6353	0.7468	0.0004	0.9512	0.0	0.0	0.0	0.7594	0.9018	0.1135	0.6018	0.5771	0.0	0.0106	0.3722	0.1295	0.9379	0.8919	0.9713	0.0000	0.1021	0.3879	nan	0.7636	0.8798	0.4674	0.7929	0.3691	nan	0.4925	0.5667	0.0004	0.8463	0.0	0.0	0.0	0.4948	0.7393	0.1119	0.4888	0.4702	0.0	0.0105	0.2987	0.1235	0.8765	0.7551	0.9300	0.0000	0.0875	0.2685
0.1769	23.85	9540	0.5435	0.3303	0.3915	0.8749	nan	0.8777	0.9547	0.5444	0.8825	0.4532	nan	0.6243	0.7529	0.0	0.9519	0.0	0.0	0.0	0.7775	0.8986	0.1330	0.6012	0.5883	0.0	0.0205	0.4045	0.1344	0.9350	0.8898	0.9753	0.0012	0.1182	0.3997	nan	0.7636	0.8794	0.4651	0.7943	0.3741	nan	0.4952	0.5665	0.0	0.8462	0.0	0.0	0.0	0.4909	0.7408	0.1299	0.4879	0.4713	0.0	0.0203	0.3132	0.1272	0.8781	0.7573	0.9299	0.0009	0.0990	0.2687
0.1857	23.9	9560	0.5479	0.3311	0.3932	0.8748	nan	0.8710	0.9551	0.5531	0.8879	0.4513	nan	0.6243	0.7559	0.0	0.9479	0.0	0.0	0.0	0.7827	0.8970	0.1503	0.6084	0.6061	0.0	0.0128	0.4133	0.1276	0.9365	0.8883	0.9737	0.0010	0.1487	0.3824	nan	0.7618	0.8792	0.4607	0.7895	0.3762	nan	0.4964	0.5652	0.0	0.8495	0.0	0.0	0.0	0.4877	0.7419	0.1443	0.4919	0.4737	0.0	0.0126	0.3140	0.1212	0.8784	0.7588	0.9310	0.0007	0.1217	0.2689
0.4635	23.95	9580	0.5445	0.3311	0.3920	0.8747	nan	0.8749	0.9556	0.5495	0.8863	0.4330	nan	0.6353	0.7599	0.0	0.9477	0.0	0.0	0.0	0.7703	0.8932	0.1804	0.5933	0.6008	0.0	0.0171	0.3981	0.1283	0.9390	0.8929	0.9693	0.0	0.1175	0.3930	nan	0.7601	0.8789	0.4628	0.7921	0.3685	nan	0.4970	0.5650	0.0	0.8495	0.0	0.0	0.0	0.4940	0.7423	0.1699	0.4895	0.4755	0.0	0.0169	0.3096	0.1217	0.8774	0.7562	0.9313	0.0	0.0991	0.2684
0.4632	24.0	9600	0.5405	0.3299	0.3904	0.8747	nan	0.8724	0.9554	0.5509	0.8854	0.4546	nan	0.6240	0.7582	0.0	0.9555	0.0	0.0	0.0	0.7618	0.8834	0.1602	0.6006	0.5992	0.0	0.0137	0.3743	0.1361	0.9423	0.8919	0.9741	0.0	0.1131	0.3754	nan	0.7603	0.8796	0.4612	0.7928	0.3758	nan	0.4943	0.5650	0.0	0.8419	0.0	0.0	0.0	0.4902	0.7420	0.1519	0.4930	0.4772	0.0	0.0135	0.2964	0.1290	0.8756	0.7553	0.9285	0.0	0.0954	0.2670
0.2069	24.05	9620	0.5548	0.3296	0.3916	0.8740	nan	0.8518	0.9564	0.5588	0.8881	0.4628	nan	0.6423	0.7625	0.0	0.9529	0.0	0.0	0.0	0.7657	0.8912	0.1448	0.6091	0.5864	0.0	0.0163	0.3969	0.1306	0.9403	0.8865	0.9710	0.0007	0.1029	0.4042	nan	0.7583	0.8789	0.4574	0.7902	0.3805	nan	0.4901	0.5663	0.0	0.8448	0.0	0.0	0.0	0.4920	0.7429	0.1396	0.4903	0.4712	0.0	0.0160	0.3108	0.1238	0.8771	0.7578	0.9311	0.0005	0.0871	0.2688
0.2162	24.1	9640	0.5440	0.3290	0.3902	0.8743	nan	0.8651	0.9558	0.5489	0.8894	0.4550	nan	0.6259	0.7622	0.0	0.9535	0.0	0.0	0.0	0.7730	0.8961	0.1433	0.6033	0.5602	0.0	0.0131	0.3967	0.1348	0.9354	0.8949	0.9745	0.0	0.0934	0.4015	nan	0.7604	0.8794	0.4640	0.7898	0.3767	nan	0.4914	0.5650	0.0	0.8449	0.0	0.0	0.0	0.4921	0.7418	0.1392	0.4875	0.4603	0.0	0.0130	0.3103	0.1273	0.8779	0.7541	0.9298	0.0	0.0811	0.2704
0.0673	24.15	9660	0.5400	0.3307	0.3928	0.8746	nan	0.8760	0.9531	0.5535	0.8902	0.4683	nan	0.6220	0.7587	0.0	0.9533	0.0	0.0	0.0	0.7764	0.8901	0.1846	0.6082	0.5621	0.0	0.0156	0.4141	0.1316	0.9350	0.8906	0.9733	0.0001	0.0947	0.4117	nan	0.7613	0.8806	0.4602	0.7915	0.3769	nan	0.4959	0.5651	0.0	0.8453	0.0	0.0	0.0	0.4914	0.7437	0.1749	0.4895	0.4618	0.0	0.0154	0.3162	0.1241	0.8781	0.7569	0.9309	0.0001	0.0823	0.2726
0.1704	24.2	9680	0.5415	0.3306	0.3917	0.8746	nan	0.8719	0.9557	0.5569	0.8850	0.4626	nan	0.6129	0.7415	0.0000	0.9464	0.0	0.0	0.0	0.7684	0.8853	0.1790	0.6076	0.5991	0.0	0.0182	0.3805	0.1260	0.9376	0.8963	0.9767	0.0000	0.1109	0.4087	nan	0.7624	0.8799	0.4566	0.7958	0.3777	nan	0.4934	0.5675	0.0000	0.8496	0.0	0.0	0.0	0.4871	0.7435	0.1706	0.4940	0.4759	0.0	0.0179	0.2989	0.1197	0.8755	0.7528	0.9280	0.0000	0.0932	0.2713
0.286	24.25	9700	0.5470	0.3306	0.3919	0.8746	nan	0.8751	0.9548	0.5531	0.8825	0.4540	nan	0.6202	0.7585	0.0	0.9488	0.0	0.0	0.0	0.7704	0.8925	0.1609	0.5815	0.5986	0.0	0.0250	0.3847	0.1246	0.9358	0.9005	0.9753	0.0000	0.1202	0.4162	nan	0.7627	0.8796	0.4603	0.7972	0.3749	nan	0.4950	0.5665	0.0	0.8484	0.0	0.0	0.0	0.4891	0.7422	0.1540	0.4888	0.4773	0.0	0.0247	0.3024	0.1185	0.8761	0.7504	0.9296	0.0000	0.0995	0.2716
0.2942	24.3	9720	0.5439	0.3299	0.3920	0.8742	nan	0.8772	0.9517	0.5494	0.8891	0.4588	nan	0.6360	0.7681	0.0	0.9525	0.0	0.0	0.0	0.7736	0.8928	0.1582	0.6027	0.5589	0.0	0.0243	0.3978	0.1283	0.9351	0.8935	0.9740	0.0003	0.1026	0.4107	nan	0.7599	0.8798	0.4633	0.7897	0.3750	nan	0.4982	0.5643	0.0	0.8459	0.0	0.0	0.0	0.4924	0.7422	0.1508	0.4875	0.4603	0.0	0.0239	0.3081	0.1215	0.8777	0.7562	0.9308	0.0002	0.0865	0.2729
0.1689	24.35	9740	0.5528	0.3300	0.3929	0.8738	nan	0.8676	0.9532	0.5510	0.8859	0.4693	nan	0.6349	0.7668	0.0	0.9530	0.0	0.0	0.0	0.7754	0.8969	0.1427	0.6018	0.5706	0.0	0.0272	0.3977	0.1277	0.9314	0.8955	0.9755	0.0013	0.1250	0.4141	nan	0.7600	0.8789	0.4634	0.7904	0.3802	nan	0.4968	0.5646	0.0	0.8454	0.0	0.0	0.0	0.4916	0.7416	0.1376	0.4857	0.4625	0.0	0.0267	0.3075	0.1212	0.8783	0.7545	0.9305	0.0009	0.1014	0.2714
0.4178	24.4	9760	0.5472	0.3293	0.3908	0.8737	nan	0.8707	0.9521	0.5468	0.8860	0.4684	nan	0.6375	0.7448	0.0000	0.9545	0.0	0.0	0.0	0.7734	0.8940	0.1470	0.6019	0.5626	0.0	0.0246	0.3816	0.1312	0.9344	0.8999	0.9719	0.0001	0.1042	0.4092	nan	0.7590	0.8786	0.4664	0.7899	0.3796	nan	0.4961	0.5662	0.0000	0.8440	0.0	0.0	0.0	0.4882	0.7419	0.1420	0.4869	0.4595	0.0	0.0241	0.2999	0.1239	0.8776	0.7514	0.9311	0.0001	0.0877	0.2719
0.338	24.45	9780	0.5389	0.3290	0.3898	0.8739	nan	0.8707	0.9512	0.5401	0.8915	0.4767	nan	0.6120	0.7650	0.0	0.9517	0.0	0.0	0.0	0.7700	0.8996	0.1321	0.5923	0.5598	0.0	0.0210	0.3874	0.1213	0.9388	0.8919	0.9741	0.0001	0.1220	0.3945	nan	0.7589	0.8788	0.4674	0.7834	0.3809	nan	0.4932	0.5650	0.0	0.8468	0.0	0.0	0.0	0.4910	0.7403	0.1292	0.4874	0.4610	0.0	0.0207	0.3013	0.1157	0.8776	0.7565	0.9303	0.0001	0.1004	0.2710
0.2483	24.5	9800	0.5440	0.3285	0.3891	0.8739	nan	0.8664	0.9541	0.5498	0.8898	0.4473	nan	0.6260	0.7495	0.0001	0.9528	0.0	0.0	0.0	0.7719	0.8953	0.1357	0.6110	0.5653	0.0	0.0197	0.3745	0.1266	0.9385	0.8951	0.9708	0.0	0.1004	0.3990	nan	0.7588	0.8782	0.4649	0.7862	0.3750	nan	0.4947	0.5663	0.0001	0.8453	0.0	0.0	0.0	0.4893	0.7418	0.1323	0.4903	0.4611	0.0	0.0194	0.2959	0.1203	0.8769	0.7544	0.9312	0.0	0.0859	0.2721
0.2006	24.55	9820	0.5425	0.3294	0.3903	0.8742	nan	0.8677	0.9565	0.5469	0.8859	0.4459	nan	0.6269	0.7532	0.0003	0.9511	0.0	0.0	0.0	0.7734	0.8955	0.1436	0.6067	0.5775	0.0	0.0179	0.3922	0.1284	0.9350	0.8908	0.9749	0.0	0.1021	0.4064	nan	0.7597	0.8779	0.4666	0.7912	0.3743	nan	0.4921	0.5673	0.0003	0.8472	0.0	0.0	0.0	0.4915	0.7421	0.1391	0.4898	0.4644	0.0	0.0177	0.3037	0.1217	0.8778	0.7559	0.9303	0.0	0.0863	0.2723
0.206	24.6	9840	0.5423	0.3294	0.3894	0.8744	nan	0.8673	0.9557	0.5425	0.8847	0.4653	nan	0.6141	0.7495	0.0003	0.9555	0.0	0.0	0.0	0.7719	0.8985	0.1236	0.6051	0.5721	0.0	0.0176	0.3787	0.1470	0.9371	0.8904	0.9757	0.0000	0.1155	0.3830	nan	0.7592	0.8784	0.4681	0.7917	0.3797	nan	0.4897	0.5670	0.0003	0.8433	0.0	0.0	0.0	0.4887	0.7407	0.1210	0.4911	0.4654	0.0	0.0174	0.2966	0.1388	0.8772	0.7558	0.9295	0.0000	0.0982	0.2718
0.1922	24.65	9860	0.5398	0.3289	0.3894	0.8739	nan	0.8607	0.9546	0.5521	0.8881	0.4677	nan	0.6254	0.7437	0.0001	0.9504	0.0	0.0	0.0	0.7684	0.8980	0.1272	0.5994	0.5753	0.0	0.0219	0.3710	0.1287	0.9366	0.8968	0.9741	0.0	0.1047	0.4041	nan	0.7582	0.8782	0.4638	0.7894	0.3818	nan	0.4926	0.5687	0.0001	0.8479	0.0	0.0	0.0	0.4900	0.7411	0.1245	0.4913	0.4668	0.0	0.0216	0.2944	0.1224	0.8769	0.7527	0.9307	0.0	0.0881	0.2714
0.2433	24.7	9880	0.5562	0.3297	0.3916	0.8739	nan	0.8531	0.9570	0.5571	0.8825	0.4612	nan	0.6386	0.7565	0.0001	0.9502	0.0	0.0	0.0	0.7682	0.8946	0.1240	0.6112	0.5981	0.0	0.0204	0.3909	0.1381	0.9371	0.8922	0.9732	0.0001	0.1153	0.4028	nan	0.7579	0.8777	0.4605	0.7944	0.3807	nan	0.4912	0.5683	0.0001	0.8476	0.0	0.0	0.0	0.4888	0.7427	0.1215	0.4932	0.4720	0.0	0.0201	0.3033	0.1303	0.8765	0.7543	0.9312	0.0001	0.0962	0.2723
0.2791	24.75	9900	0.5476	0.3295	0.3917	0.8738	nan	0.8590	0.9532	0.5465	0.8935	0.4717	nan	0.6304	0.7632	0.0	0.9489	0.0	0.0	0.0	0.7697	0.8985	0.1376	0.6186	0.5839	0.0	0.0190	0.4023	0.1297	0.9337	0.8958	0.9737	0.0002	0.1025	0.3947	nan	0.7580	0.8786	0.4661	0.7834	0.3837	nan	0.4937	0.5656	0.0	0.8492	0.0	0.0	0.0	0.4908	0.7422	0.1340	0.4921	0.4669	0.0	0.0188	0.3075	0.1232	0.8772	0.7533	0.9311	0.0001	0.0875	0.2720
0.2559	24.8	9920	0.5426	0.3298	0.3919	0.8740	nan	0.8682	0.9522	0.5471	0.8928	0.4591	nan	0.6440	0.7499	0.0000	0.9483	0.0	0.0	0.0	0.7703	0.8860	0.1581	0.6319	0.5821	0.0	0.0158	0.4014	0.1293	0.9376	0.8957	0.9716	0.0000	0.0940	0.3965	nan	0.7592	0.8790	0.4654	0.7858	0.3800	nan	0.4969	0.5668	0.0000	0.8492	0.0	0.0	0.0	0.4868	0.7438	0.1508	0.4947	0.4659	0.0	0.0155	0.3050	0.1224	0.8761	0.7542	0.9313	0.0000	0.0811	0.2723
0.2413	24.85	9940	0.5397	0.3285	0.3879	0.8744	nan	0.8697	0.9554	0.5402	0.8836	0.4642	nan	0.6203	0.7468	0.0003	0.9584	0.0	0.0	0.0	0.7652	0.8912	0.1246	0.6079	0.5718	0.0	0.0159	0.3434	0.1463	0.9412	0.8942	0.9705	0.0	0.1052	0.3831	nan	0.7605	0.8787	0.4686	0.7942	0.3788	nan	0.4895	0.5665	0.0003	0.8390	0.0	0.0	0.0	0.4874	0.7416	0.1221	0.4946	0.4673	0.0	0.0157	0.2791	0.1380	0.8750	0.7530	0.9301	0.0	0.0900	0.2710
0.2334	24.9	9960	0.5427	0.3302	0.3917	0.8744	nan	0.8671	0.9521	0.5497	0.8884	0.4824	nan	0.6366	0.7504	0.0001	0.9508	0.0	0.0	0.0	0.7699	0.8946	0.1378	0.6172	0.5830	0.0	0.0205	0.3850	0.1345	0.9376	0.8943	0.9729	0.0006	0.1172	0.3845	nan	0.7602	0.8795	0.4646	0.7909	0.3847	nan	0.4969	0.5677	0.0001	0.8476	0.0	0.0	0.0	0.4882	0.7424	0.1340	0.4947	0.4679	0.0	0.0201	0.2988	0.1276	0.8768	0.7547	0.9311	0.0005	0.0979	0.2711
0.2261	24.95	9980	0.5471	0.3286	0.3907	0.8736	nan	0.8667	0.9505	0.5494	0.8958	0.4594	nan	0.6416	0.7634	0.0	0.9465	0.0	0.0	0.0	0.7692	0.8995	0.1367	0.6107	0.5642	0.0	0.0208	0.3893	0.1157	0.9340	0.8985	0.9753	0.0002	0.0977	0.4083	nan	0.7588	0.8791	0.4639	0.7818	0.3800	nan	0.4970	0.5655	0.0	0.8501	0.0	0.0	0.0	0.4943	0.7410	0.1331	0.4908	0.4599	0.0	0.0205	0.3020	0.1107	0.8777	0.7531	0.9300	0.0001	0.0829	0.2718
0.1841	25.0	10000	0.5377	0.3294	0.3894	0.8744	nan	0.8672	0.9561	0.5443	0.8825	0.4764	nan	0.6080	0.7587	0.0003	0.9520	0.0	0.0	0.0	0.7720	0.8864	0.1448	0.6117	0.5498	0.0	0.0184	0.3720	0.1393	0.9420	0.8943	0.9742	0.0	0.1035	0.3968	nan	0.7609	0.8785	0.4685	0.7951	0.3832	nan	0.4872	0.5666	0.0003	0.8463	0.0	0.0	0.0	0.4886	0.7428	0.1408	0.4935	0.4584	0.0	0.0182	0.2924	0.1316	0.8752	0.7532	0.9292	0.0	0.0875	0.2718

Framework versions

Transformers 4.57.1
Pytorch 2.8.0+cu126
Datasets 4.0.0
Tokenizers 0.22.1

Downloads last month: 13

Safetensors

Model size

3.72M params

Tensor type

F32

Model tree for FASTTechnolagy21/segformer-b0-finetuned-segments-sidewalk-oct-22

Base model

nvidia/mit-b0

Finetuned

(460)

this model

FASTTechnolagy21
/

segformer-b0-finetuned-segments-sidewalk-oct-22

segformer-b0-finetuned-segments-sidewalk-oct-22

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Model tree for FASTTechnolagy21/segformer-b0-finetuned-segments-sidewalk-oct-22

Evaluation results