segformer-b0-finetuned-autolamella-mega-1

This model is a fine-tuned version of nvidia/mit-b1 on the patrickcleeve/autolamella dataset. It achieves the following results on the evaluation set:

Loss: 0.1093
Mean Iou: 0.7759
Mean Accuracy: 0.9403
Overall Accuracy: 0.9638
Accuracy Background: nan
Accuracy Lamella: 0.9007
Accuracy Manipulator: 0.9887
Accuracy Landing Post: 0.9619
Accuracy Copper Adapter: 0.8594
Accuracy Volume Block: 0.9905
Iou Background: 0.0
Iou Lamella: 0.8989
Iou Manipulator: 0.9883
Iou Landing Post: 0.9592
Iou Copper Adapter: 0.8204
Iou Volume Block: 0.9887

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 50

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Accuracy Background	Accuracy Lamella	Accuracy Manipulator	Accuracy Landing Post	Accuracy Copper Adapter	Accuracy Volume Block	Iou Lamella	Iou Manipulator	Iou Landing Post	Iou Copper Adapter	Iou Volume Block
1.2527	0.03	20	1.6486	0.3170	0.4266	0.7768	nan	0.1842	0.3192	0.9521	0.0201	0.6572	0.1403	0.2935	0.8391	0.0017	0.6274
1.4802	0.06	40	1.1300	0.3274	0.4249	0.7985	nan	0.0085	0.3343	0.9689	0.0107	0.8022	0.0085	0.3087	0.8808	0.0060	0.7601
1.2266	0.09	60	1.0512	0.3922	0.5078	0.8552	nan	0.1594	0.4731	0.9865	0.0020	0.9179	0.1534	0.4588	0.9031	0.0019	0.8359
1.0268	0.12	80	0.8069	0.3839	0.4948	0.8484	nan	0.0322	0.5521	0.9866	0.0045	0.8987	0.0321	0.5232	0.9046	0.0044	0.8391
0.6265	0.15	100	0.6359	0.3146	0.4406	0.7053	nan	0.0114	0.4855	0.7694	0.0	0.9368	0.0113	0.3457	0.7637	0.0	0.7669
0.8715	0.18	120	0.5561	0.3426	0.4389	0.8129	nan	0.0392	0.2682	0.9654	0.0	0.9216	0.0389	0.2611	0.9150	0.0	0.8408
0.8471	0.21	140	0.5105	0.3653	0.4626	0.8157	nan	0.0425	0.5522	0.9753	0.0	0.7430	0.0424	0.5201	0.9044	0.0	0.7248
0.6123	0.24	160	0.5490	0.3815	0.4811	0.8001	nan	0.0178	0.6658	0.9247	0.0	0.7970	0.0178	0.6333	0.8582	0.0	0.7796
0.3638	0.27	180	0.3881	0.3721	0.4826	0.8037	nan	0.0335	0.5522	0.9141	0.0	0.9132	0.0330	0.4310	0.9012	0.0	0.8673
0.4143	0.3	200	0.3391	0.4389	0.5583	0.8544	nan	0.0417	0.8968	0.9430	0.0	0.9103	0.0416	0.7972	0.9186	0.0	0.8758
0.6603	0.33	220	0.3806	0.3699	0.4644	0.7982	nan	0.1042	0.4627	0.9324	0.0	0.8226	0.0995	0.4099	0.8924	0.0	0.8175
0.5301	0.36	240	0.2807	0.4122	0.5132	0.8419	nan	0.0064	0.7135	0.9607	0.0	0.8856	0.0064	0.7005	0.9143	0.0	0.8522
0.7067	0.4	260	0.2813	0.3809	0.4650	0.7622	nan	0.0090	0.6835	0.8755	0.0	0.7572	0.0090	0.6729	0.8512	0.0	0.7525
0.4755	0.43	280	0.2660	0.4674	0.5757	0.8847	nan	0.0668	0.8940	0.9793	0.0	0.9382	0.0666	0.8797	0.9416	0.0	0.9167
0.2597	0.46	300	0.2884	0.4567	0.5635	0.8666	nan	0.0811	0.8556	0.9594	0.0	0.9214	0.0809	0.8387	0.9283	0.0	0.8921
0.2758	0.49	320	0.2767	0.4790	0.5943	0.8679	nan	0.1638	0.9315	0.9348	0.0	0.9413	0.1627	0.8939	0.9270	0.0	0.8906
0.2459	0.52	340	0.2725	0.4248	0.5247	0.8624	nan	0.0701	0.6290	0.9805	0.0	0.9441	0.0701	0.6249	0.9458	0.0	0.9080
0.2263	0.55	360	0.2482	0.4815	0.5942	0.8775	nan	0.1745	0.9283	0.9561	0.0	0.9120	0.1744	0.8926	0.9332	0.0	0.8890
0.288	0.58	380	0.2804	0.4584	0.5780	0.8628	nan	0.1330	0.8889	0.9406	0.0	0.9274	0.1329	0.7964	0.9194	0.0	0.9019
0.578	0.61	400	0.2636	0.4282	0.5245	0.8541	nan	0.1474	0.5775	0.9691	0.0	0.9284	0.1456	0.5752	0.9402	0.0	0.9081
0.2049	0.64	420	0.2160	0.4591	0.5788	0.8636	nan	0.1550	0.8735	0.9422	0.0	0.9232	0.1548	0.7726	0.9301	0.0	0.8968
0.5474	0.67	440	0.2174	0.4928	0.6053	0.9009	nan	0.2862	0.7978	0.9837	0.0	0.9586	0.2860	0.7813	0.9619	0.0	0.9276
0.2837	0.7	460	0.2199	0.4800	0.5832	0.8594	nan	0.2672	0.8019	0.9338	0.0	0.9133	0.2663	0.7997	0.9123	0.0	0.9014
0.1499	0.73	480	0.2261	0.4383	0.5410	0.8731	nan	0.0422	0.7405	0.9871	0.0	0.9352	0.0422	0.7382	0.9400	0.0	0.9096
0.1966	0.76	500	0.2679	0.4673	0.5807	0.7464	nan	0.2930	0.9278	0.7289	0.0	0.9537	0.2920	0.8975	0.7284	0.0	0.8857
0.3873	0.79	520	0.1985	0.4916	0.6048	0.8831	nan	0.3590	0.8219	0.9641	0.0	0.8788	0.3582	0.7929	0.9394	0.0	0.8594
0.1302	0.82	540	0.1941	0.4842	0.5878	0.8487	nan	0.3363	0.8127	0.9172	0.0	0.8729	0.3278	0.7982	0.9115	0.0	0.8676
0.1616	0.85	560	0.2724	0.4580	0.5628	0.8653	nan	0.1150	0.8012	0.9552	0.0	0.9427	0.1146	0.7711	0.9397	0.0	0.9229
0.3048	0.88	580	0.1716	0.5584	0.6813	0.9265	nan	0.5214	0.9419	0.9676	0.0	0.9753	0.5169	0.9278	0.9601	0.0	0.9455
0.1334	0.91	600	0.2024	0.4590	0.5883	0.8743	nan	0.1276	0.9102	0.9488	0.0	0.9549	0.1276	0.7659	0.9391	0.0	0.9217
0.1046	0.94	620	0.1660	0.5005	0.6103	0.8949	nan	0.3735	0.7597	0.9715	0.0	0.9468	0.3706	0.7414	0.9636	0.0	0.9276
0.2272	0.97	640	0.1468	0.5288	0.6458	0.9152	nan	0.4501	0.8505	0.9793	0.0	0.9492	0.4494	0.8377	0.9672	0.0	0.9186
0.1821	1.0	660	0.1745	0.5084	0.6387	0.9061	nan	0.3862	0.8940	0.9687	0.0	0.9443	0.3837	0.7819	0.9581	0.0	0.9267
0.1816	1.03	680	0.1703	0.5279	0.6432	0.8739	nan	0.4636	0.9002	0.9085	0.0	0.9437	0.4623	0.8828	0.9016	0.0	0.9206
0.0829	1.06	700	0.1797	0.5339	0.6516	0.9153	nan	0.3797	0.9622	0.9749	0.0	0.9413	0.3793	0.9453	0.9577	0.0	0.9209
0.1193	1.09	720	0.1669	0.5220	0.6383	0.8869	nan	0.4406	0.8549	0.9327	0.0	0.9635	0.4390	0.8452	0.9212	0.0	0.9267
0.3561	1.12	740	0.1557	0.5316	0.6491	0.9210	nan	0.3822	0.9334	0.9869	0.0	0.9432	0.3815	0.9186	0.9668	0.0	0.9226
0.5291	1.16	760	0.1342	0.5491	0.6713	0.9155	nan	0.5357	0.9099	0.9597	0.0	0.9511	0.5328	0.8999	0.9526	0.0	0.9095
0.0577	1.19	780	0.1612	0.5192	0.6373	0.9117	nan	0.4093	0.8324	0.9769	0.0	0.9680	0.4088	0.8260	0.9676	0.0	0.9131
0.3877	1.22	800	0.1581	0.5506	0.6711	0.9347	nan	0.4504	0.9609	0.9930	0.0	0.9513	0.4502	0.9486	0.9735	0.0	0.9312
0.0783	1.25	820	0.1376	0.5507	0.6722	0.9254	nan	0.4829	0.9503	0.9759	0.0	0.9520	0.4815	0.9290	0.9668	0.0	0.9270
0.1087	1.28	840	0.1762	0.5085	0.6183	0.9078	nan	0.3234	0.8596	0.9917	0.0	0.9166	0.3226	0.8572	0.9712	0.0	0.9001
0.0414	1.31	860	0.1472	0.5428	0.6747	0.9031	nan	0.4939	0.9765	0.9312	0.0	0.9721	0.4922	0.9111	0.9285	0.0	0.9253
0.1103	1.34	880	0.1347	0.5679	0.6895	0.9410	nan	0.5339	0.9704	0.9900	0.0	0.9532	0.5333	0.9597	0.9754	0.0	0.9392
0.1542	1.37	900	0.2812	0.5174	0.6292	0.9193	nan	0.4087	0.7742	0.9973	0.0	0.9659	0.4064	0.7729	0.9749	0.0	0.9502
0.1547	1.4	920	0.1599	0.5410	0.6637	0.8910	nan	0.5183	0.9268	0.9219	0.0	0.9512	0.5131	0.8898	0.9143	0.0	0.9287
0.3449	1.43	940	0.1319	0.5417	0.6713	0.9061	nan	0.4682	0.9642	0.9372	0.0	0.9868	0.4661	0.9378	0.9352	0.0	0.9114
0.156	1.46	960	0.1276	0.5657	0.6971	0.9314	nan	0.5870	0.9599	0.9641	0.0	0.9745	0.5851	0.8998	0.9597	0.0	0.9496
0.3673	1.49	980	0.1790	0.5699	0.6970	0.9418	nan	0.6259	0.9736	0.9948	0.0	0.8908	0.6212	0.9521	0.9566	0.0	0.8896
0.1194	1.52	1000	0.1292	0.5428	0.6593	0.9199	nan	0.4437	0.9212	0.9755	0.0	0.9559	0.4418	0.9107	0.9662	0.0	0.9383
0.0602	1.55	1020	0.1223	0.5737	0.6988	0.9451	nan	0.5885	0.9523	0.9888	0.0	0.9642	0.5855	0.9350	0.9770	0.0	0.9444
0.0559	1.58	1040	0.1565	0.5505	0.6802	0.9245	nan	0.5189	0.9582	0.9675	0.0	0.9562	0.5149	0.8863	0.9590	0.0	0.9429
0.1513	1.61	1060	0.1506	0.6004	0.7288	0.9621	nan	0.7103	0.9773	0.9965	0.0	0.9596	0.7093	0.9746	0.9771	0.0	0.9416
0.3221	1.64	1080	0.1172	0.5750	0.6963	0.9437	nan	0.5651	0.9592	0.9872	0.0	0.9701	0.5643	0.9573	0.9764	0.0	0.9521
0.0505	1.67	1100	0.1275	0.5807	0.7069	0.9492	nan	0.6079	0.9564	0.9870	0.0	0.9833	0.6066	0.9552	0.9805	0.0	0.9418
0.133	1.7	1120	0.1521	0.5907	0.7159	0.9571	nan	0.6502	0.9752	0.9980	0.0	0.9559	0.6496	0.9723	0.9772	0.0	0.9452
0.1053	1.73	1140	0.1184	0.5747	0.6983	0.9338	nan	0.5656	0.9779	0.9663	0.0	0.9817	0.5636	0.9654	0.9619	0.0	0.9575
0.0971	1.76	1160	0.1181	0.5871	0.7105	0.9414	nan	0.6508	0.9622	0.9729	0.0	0.9667	0.6451	0.9555	0.9682	0.0	0.9538
0.0701	1.79	1180	0.1120	0.5896	0.7148	0.9459	nan	0.6198	0.9783	0.9776	0.0166	0.9815	0.6190	0.9748	0.9653	0.0166	0.9617
0.2152	1.82	1200	0.1225	0.5692	0.6877	0.9321	nan	0.5404	0.9546	0.9732	0.0	0.9705	0.5322	0.9527	0.9676	0.0	0.9626
0.1078	1.85	1220	0.1175	0.6046	0.7299	0.9605	nan	0.7129	0.9724	0.9909	0.0	0.9734	0.7080	0.9712	0.9813	0.0	0.9671
0.0627	1.88	1240	0.1140	0.5727	0.6943	0.9367	nan	0.5397	0.9789	0.9748	0.0	0.9782	0.5385	0.9683	0.9669	0.0	0.9622
0.126	1.91	1260	0.0935	0.6014	0.7275	0.9453	nan	0.7251	0.9659	0.9649	0.0001	0.9812	0.7233	0.9611	0.9558	0.0001	0.9679
0.0335	1.95	1280	0.1121	0.5840	0.7127	0.9447	nan	0.6183	0.9854	0.9741	0.0	0.9856	0.6176	0.9545	0.9654	0.0	0.9666
0.2148	1.98	1300	0.1126	0.5611	0.6802	0.9328	nan	0.5266	0.9611	0.9864	0.0	0.9267	0.5262	0.9527	0.9619	0.0	0.9258
0.055	2.01	1320	0.1313	0.5699	0.6899	0.9414	nan	0.5433	0.9490	0.9883	0.0	0.9687	0.5419	0.9477	0.9739	0.0	0.9560
0.0483	2.04	1340	0.1286	0.5424	0.6581	0.8946	nan	0.4797	0.9231	0.9320	0.0	0.9555	0.4786	0.9229	0.9236	0.0	0.9296
0.0553	2.07	1360	0.1064	0.6083	0.7361	0.9621	nan	0.7358	0.9725	0.9873	0.0	0.9849	0.7346	0.9701	0.9808	0.0	0.9645
0.0304	2.1	1380	0.1138	0.5809	0.7027	0.9403	nan	0.6015	0.9634	0.9758	0.0	0.9729	0.6010	0.9611	0.9656	0.0	0.9577
0.0546	2.13	1400	0.1134	0.6106	0.7425	0.9662	nan	0.7687	0.9803	0.9919	0.0006	0.9709	0.7650	0.9667	0.9825	0.0006	0.9487
0.0695	2.16	1420	0.1182	0.6024	0.7303	0.9620	nan	0.7120	0.9792	0.9942	0.0	0.9662	0.7112	0.9758	0.9811	0.0	0.9460
0.0223	2.19	1440	0.1149	0.5812	0.7039	0.9452	nan	0.6525	0.9292	0.9875	0.0	0.9501	0.6514	0.9283	0.9645	0.0	0.9430
0.1745	2.22	1460	0.1391	0.5577	0.6804	0.8994	nan	0.6005	0.8947	0.9193	0.0	0.9873	0.5998	0.8918	0.9038	0.0	0.9506
0.2004	2.25	1480	0.1139	0.6062	0.7323	0.9547	nan	0.7562	0.9582	0.9800	0.0	0.9671	0.7519	0.9538	0.9720	0.0	0.9596
0.0222	2.28	1500	0.1064	0.5881	0.7127	0.9480	nan	0.6233	0.9782	0.9806	0.0	0.9813	0.6196	0.9766	0.9760	0.0	0.9563
0.0627	2.31	1520	0.1011	0.5953	0.7181	0.9535	nan	0.6641	0.9707	0.9882	0.0	0.9677	0.6633	0.9696	0.9759	0.0	0.9629
0.0336	2.34	1540	0.1487	0.5850	0.7079	0.9449	nan	0.6521	0.9273	0.9794	0.0	0.9805	0.6441	0.9240	0.9708	0.0	0.9714
0.0467	2.37	1560	0.1204	0.5912	0.7181	0.9419	nan	0.6610	0.9862	0.9664	0.0	0.9767	0.6558	0.9608	0.9622	0.0	0.9685
0.0366	2.4	1580	0.0868	0.5880	0.7093	0.9405	nan	0.6588	0.9429	0.9714	0.0	0.9732	0.6540	0.9422	0.9641	0.0	0.9678
0.1011	2.43	1600	0.0955	0.6218	0.7523	0.9616	nan	0.7450	0.9826	0.9823	0.0610	0.9907	0.7417	0.9803	0.9780	0.0610	0.9697
0.3434	2.46	1620	0.0978	0.5998	0.7233	0.9528	nan	0.6731	0.9833	0.9836	0.0063	0.9700	0.6712	0.9785	0.9763	0.0063	0.9668
0.0322	2.49	1640	0.1120	0.5957	0.7196	0.9564	nan	0.6661	0.9601	0.9914	0.0030	0.9774	0.6593	0.9556	0.9838	0.0030	0.9726
0.0438	2.52	1660	0.0885	0.6118	0.7392	0.9578	nan	0.7901	0.9511	0.9792	0.0	0.9755	0.7893	0.9462	0.9702	0.0	0.9652
0.0302	2.55	1680	0.2676	0.5419	0.6570	0.9050	nan	0.5335	0.9043	0.9616	0.0	0.8855	0.5310	0.9032	0.9320	0.0	0.8854
0.1708	2.58	1700	0.1117	0.5912	0.7149	0.9549	nan	0.6212	0.9770	0.9904	0.0	0.9861	0.6206	0.9742	0.9827	0.0	0.9699
0.0599	2.61	1720	0.1063	0.6197	0.7480	0.9696	nan	0.7955	0.9691	0.9919	0.0	0.9834	0.7913	0.9674	0.9848	0.0	0.9746
0.0452	2.64	1740	0.0969	0.6122	0.7428	0.9523	nan	0.7627	0.9860	0.9675	0.0152	0.9824	0.7604	0.9723	0.9629	0.0152	0.9626
0.1081	2.67	1760	0.0848	0.6071	0.7323	0.9449	nan	0.7084	0.9824	0.9637	0.0244	0.9824	0.7064	0.9807	0.9572	0.0244	0.9740
0.0286	2.71	1780	0.1049	0.5778	0.6982	0.9224	nan	0.5778	0.9738	0.9478	0.0104	0.9812	0.5755	0.9722	0.9432	0.0104	0.9656
0.032	2.74	1800	0.1092	0.5963	0.7203	0.9485	nan	0.6168	0.9618	0.9860	0.0619	0.9748	0.6158	0.9606	0.9761	0.0619	0.9633
0.212	2.77	1820	0.1036	0.5711	0.6896	0.9352	nan	0.5991	0.8986	0.9774	0.0	0.9730	0.5982	0.8980	0.9643	0.0	0.9662
0.0941	2.8	1840	0.0930	0.6062	0.7314	0.9512	nan	0.7371	0.9719	0.9731	0.0	0.9749	0.7340	0.9674	0.9662	0.0	0.9697
0.0484	2.83	1860	0.1310	0.5975	0.7214	0.9531	nan	0.6611	0.9152	0.9953	0.0666	0.9686	0.6578	0.9147	0.9802	0.0665	0.9661
0.1025	2.86	1880	0.0860	0.6173	0.7460	0.9500	nan	0.8279	0.9675	0.9608	0.0018	0.9720	0.8236	0.9595	0.9544	0.0018	0.9647
0.0573	2.89	1900	0.0832	0.5975	0.7229	0.9432	nan	0.7106	0.9545	0.9643	0.0009	0.9842	0.7097	0.9517	0.9576	0.0009	0.9649
0.0416	2.92	1920	0.0926	0.5987	0.7247	0.9469	nan	0.6610	0.9858	0.9714	0.0186	0.9866	0.6603	0.9791	0.9662	0.0185	0.9681
0.0323	2.95	1940	0.0890	0.6333	0.7635	0.9617	nan	0.8144	0.9842	0.9753	0.0611	0.9825	0.8124	0.9813	0.9683	0.0610	0.9770
0.0234	2.98	1960	0.0984	0.6140	0.7405	0.9654	nan	0.7341	0.9827	0.9925	0.0135	0.9796	0.7318	0.9798	0.9847	0.0135	0.9741
0.0371	3.01	1980	0.0935	0.6338	0.7638	0.9630	nan	0.7854	0.9815	0.9824	0.0911	0.9785	0.7837	0.9806	0.9750	0.0908	0.9728
0.1032	3.04	2000	0.0885	0.6304	0.7603	0.9497	nan	0.7823	0.9813	0.9595	0.0888	0.9897	0.7803	0.9804	0.9549	0.0886	0.9782
0.0925	3.07	2020	0.0869	0.6261	0.7559	0.9477	nan	0.7427	0.9797	0.9620	0.1062	0.9891	0.7407	0.9790	0.9566	0.1059	0.9746
0.034	3.1	2040	0.0931	0.6202	0.7510	0.9581	nan	0.7304	0.9531	0.9827	0.0974	0.9913	0.7282	0.9525	0.9774	0.0970	0.9664
0.0384	3.13	2060	0.1055	0.5889	0.7111	0.9368	nan	0.5877	0.9291	0.9761	0.0869	0.9758	0.5870	0.9267	0.9688	0.0867	0.9641
0.0476	3.16	2080	0.0875	0.6173	0.7456	0.9496	nan	0.6957	0.9840	0.9718	0.0925	0.9840	0.6944	0.9785	0.9664	0.0924	0.9719
0.0634	3.19	2100	0.0867	0.6159	0.7424	0.9524	nan	0.6623	0.9780	0.9819	0.1085	0.9816	0.6596	0.9768	0.9746	0.1083	0.9759
0.0364	3.22	2120	0.1000	0.6152	0.7422	0.8984	nan	0.7568	0.9726	0.8854	0.1066	0.9894	0.7542	0.9719	0.8825	0.1060	0.9764
0.0356	3.25	2140	0.1001	0.6118	0.7393	0.9527	nan	0.7141	0.9591	0.9863	0.0863	0.9509	0.7126	0.9582	0.9663	0.0858	0.9482
0.0386	3.28	2160	0.1070	0.6033	0.7267	0.9125	nan	0.6980	0.9630	0.9258	0.0950	0.9517	0.6955	0.9624	0.9187	0.0944	0.9489
0.0492	3.31	2180	0.0987	0.6332	0.7650	0.9657	nan	0.7543	0.9849	0.9901	0.1174	0.9782	0.7540	0.9824	0.9781	0.1171	0.9680
0.0222	3.34	2200	0.1015	0.5979	0.7221	0.9459	nan	0.5999	0.9838	0.9807	0.0699	0.9763	0.5991	0.9775	0.9732	0.0695	0.9680
0.0812	3.37	2220	0.1246	0.6217	0.7504	0.9621	nan	0.6822	0.9871	0.9954	0.1159	0.9713	0.6814	0.9858	0.9807	0.1155	0.9669
0.0169	3.4	2240	0.0863	0.6268	0.7570	0.9457	nan	0.7373	0.9724	0.9605	0.1251	0.9896	0.7360	0.9708	0.9566	0.1242	0.9734
0.0839	3.43	2260	0.0865	0.6355	0.7680	0.9624	nan	0.7623	0.9866	0.9813	0.1225	0.9874	0.7617	0.9840	0.9750	0.1214	0.9708
0.0457	3.47	2280	0.1031	0.6324	0.7639	0.9664	nan	0.7824	0.9430	0.9911	0.1161	0.9867	0.7809	0.9417	0.9828	0.1154	0.9738
0.1058	3.5	2300	0.0792	0.6348	0.7655	0.9397	nan	0.7698	0.9881	0.9478	0.1442	0.9774	0.7656	0.9837	0.9430	0.1436	0.9727
0.0139	3.53	2320	0.0809	0.6391	0.7720	0.9669	nan	0.8067	0.9793	0.9838	0.1036	0.9864	0.8017	0.9789	0.9779	0.1032	0.9728
0.084	3.56	2340	0.0859	0.6247	0.7532	0.9634	nan	0.7636	0.9827	0.9864	0.0573	0.9761	0.7618	0.9793	0.9811	0.0573	0.9685
0.0454	3.59	2360	0.0789	0.6046	0.7312	0.9310	nan	0.7388	0.9789	0.9407	0.0218	0.9758	0.7368	0.9678	0.9377	0.0218	0.9635
0.0499	3.62	2380	0.0842	0.6611	0.7983	0.9715	nan	0.8102	0.9860	0.9902	0.2232	0.9816	0.8091	0.9841	0.9820	0.2200	0.9716
0.0942	3.65	2400	0.0809	0.6383	0.7727	0.9492	nan	0.7884	0.9874	0.9580	0.1440	0.9856	0.7861	0.9860	0.9543	0.1423	0.9613
0.0252	3.68	2420	0.0783	0.6442	0.7771	0.9611	nan	0.7687	0.9853	0.9816	0.1740	0.9757	0.7671	0.9844	0.9728	0.1726	0.9683
0.0157	3.71	2440	0.0763	0.6498	0.7837	0.9582	nan	0.8072	0.9708	0.9746	0.1926	0.9735	0.8025	0.9704	0.9664	0.1904	0.9693
0.0267	3.74	2460	0.0886	0.6137	0.7403	0.9208	nan	0.6563	0.9858	0.9327	0.1441	0.9829	0.6533	0.9835	0.9287	0.1432	0.9733
0.0253	3.77	2480	0.0836	0.6382	0.7726	0.9686	nan	0.7831	0.9885	0.9867	0.1130	0.9918	0.7781	0.9808	0.9827	0.1126	0.9748
0.0748	3.8	2500	0.0867	0.6178	0.7516	0.9418	nan	0.6956	0.9855	0.9576	0.1281	0.9911	0.6930	0.9611	0.9543	0.1270	0.9712
0.0737	3.83	2520	0.0926	0.6279	0.7574	0.9630	nan	0.6967	0.9875	0.9931	0.1314	0.9780	0.6954	0.9849	0.9828	0.1306	0.9739
0.0214	3.86	2540	0.0932	0.6268	0.7559	0.9598	nan	0.6910	0.9872	0.9876	0.1307	0.9831	0.6887	0.9862	0.9795	0.1297	0.9769
0.0343	3.89	2560	0.0813	0.6451	0.7812	0.9631	nan	0.7836	0.9880	0.9794	0.1679	0.9870	0.7731	0.9768	0.9749	0.1658	0.9797
0.0594	3.92	2580	0.0712	0.6395	0.7708	0.9570	nan	0.7592	0.9834	0.9746	0.1527	0.9842	0.7561	0.9822	0.9696	0.1506	0.9784
0.0725	3.95	2600	0.0724	0.6389	0.7705	0.9445	nan	0.7634	0.9822	0.9534	0.1630	0.9906	0.7595	0.9813	0.9498	0.1619	0.9813
0.0785	3.98	2620	0.0894	0.6344	0.7652	0.9556	nan	0.6914	0.9851	0.9838	0.1924	0.9732	0.6891	0.9837	0.9738	0.1917	0.9682
0.0275	4.01	2640	0.0788	0.6376	0.7683	0.9357	nan	0.7520	0.9870	0.9432	0.1780	0.9812	0.7504	0.9857	0.9397	0.1763	0.9735
0.0225	4.04	2660	0.0705	0.6594	0.7948	0.9592	nan	0.8123	0.9876	0.9706	0.2207	0.9827	0.8091	0.9860	0.9663	0.2176	0.9772
0.1612	4.07	2680	0.0699	0.6666	0.8050	0.9567	nan	0.8118	0.9856	0.9667	0.2771	0.9841	0.8062	0.9839	0.9627	0.2709	0.9758
0.1545	4.1	2700	0.0785	0.6343	0.7646	0.9516	nan	0.7502	0.9776	0.9698	0.1466	0.9786	0.7485	0.9760	0.9617	0.1458	0.9738
0.0696	4.13	2720	0.0834	0.6381	0.7693	0.9527	nan	0.7669	0.9879	0.9696	0.1503	0.9719	0.7616	0.9868	0.9628	0.1495	0.9678
0.015	4.16	2740	0.0847	0.6319	0.7624	0.9556	nan	0.7502	0.9823	0.9785	0.1345	0.9665	0.7450	0.9817	0.9688	0.1340	0.9616
0.1205	4.19	2760	0.0929	0.6300	0.7606	0.9359	nan	0.6742	0.9772	0.9569	0.2218	0.9731	0.6692	0.9757	0.9503	0.2205	0.9643
0.0191	4.22	2780	0.0805	0.6697	0.8088	0.9522	nan	0.7758	0.9891	0.9687	0.3459	0.9646	0.7745	0.9832	0.9583	0.3407	0.9616
0.1073	4.26	2800	0.0962	0.6677	0.8062	0.9606	nan	0.7500	0.9893	0.9839	0.3385	0.9691	0.7481	0.9871	0.9724	0.3333	0.9654
0.1843	4.29	2820	0.0850	0.6733	0.8153	0.9238	nan	0.7967	0.9874	0.9179	0.3917	0.9826	0.7850	0.9831	0.9143	0.3834	0.9742
0.0283	4.32	2840	0.0794	0.6831	0.8253	0.9529	nan	0.7801	0.9887	0.9668	0.4175	0.9735	0.7779	0.9872	0.9592	0.4041	0.9700
0.1662	4.35	2860	0.0802	0.6829	0.8251	0.9381	nan	0.7989	0.9834	0.9408	0.4230	0.9792	0.7960	0.9830	0.9354	0.4107	0.9724
0.0798	4.38	2880	0.0928	0.6731	0.8126	0.9570	nan	0.7153	0.9832	0.9826	0.4094	0.9726	0.7146	0.9819	0.9721	0.4013	0.9684
0.0293	4.41	2900	0.0868	0.6864	0.8292	0.9413	nan	0.8306	0.9845	0.9419	0.4109	0.9780	0.8277	0.9837	0.9353	0.4053	0.9664
0.0272	4.44	2920	0.0839	0.6595	0.7984	0.9444	nan	0.7503	0.9868	0.9537	0.3101	0.9910	0.7492	0.9761	0.9506	0.3062	0.9750
0.0472	4.47	2940	0.0816	0.6601	0.7960	0.9450	nan	0.7306	0.9802	0.9595	0.3242	0.9854	0.7281	0.9774	0.9551	0.3201	0.9796
0.0247	4.5	2960	0.0864	0.6717	0.8103	0.9696	nan	0.8235	0.9854	0.9862	0.2775	0.9787	0.8225	0.9805	0.9768	0.2749	0.9758
0.067	4.53	2980	0.0932	0.6956	0.8402	0.9702	nan	0.8272	0.9896	0.9866	0.4221	0.9755	0.8224	0.9868	0.9780	0.4139	0.9728
0.0811	4.56	3000	0.0976	0.6616	0.7986	0.9364	nan	0.6353	0.9883	0.9567	0.4244	0.9884	0.6329	0.9847	0.9532	0.4153	0.9838
0.0272	4.59	3020	0.1047	0.6533	0.7876	0.9517	nan	0.6439	0.9783	0.9814	0.3490	0.9853	0.6421	0.9779	0.9752	0.3444	0.9800
0.0249	4.62	3040	0.0886	0.6915	0.8340	0.9707	nan	0.7889	0.9853	0.9902	0.4197	0.9860	0.7876	0.9845	0.9814	0.4167	0.9787
0.027	4.65	3060	0.0836	0.6959	0.8398	0.9640	nan	0.8063	0.9858	0.9771	0.4419	0.9878	0.8037	0.9845	0.9711	0.4342	0.9821
0.022	4.68	3080	0.0788	0.6845	0.8272	0.9606	nan	0.7788	0.9716	0.9786	0.4231	0.9838	0.7753	0.9707	0.9701	0.4108	0.9803
0.0704	4.71	3100	0.0808	0.7098	0.8619	0.9701	nan	0.8095	0.9866	0.9869	0.5444	0.9822	0.8072	0.9845	0.9790	0.5079	0.9805
0.0123	4.74	3120	0.0727	0.7262	0.8883	0.9704	nan	0.8666	0.9894	0.9763	0.6152	0.9941	0.8603	0.9856	0.9735	0.5573	0.9806
0.1596	4.77	3140	0.0704	0.7139	0.8684	0.9658	nan	0.8159	0.9901	0.9786	0.5734	0.9840	0.8138	0.9853	0.9730	0.5313	0.9802
0.0502	4.8	3160	0.0729	0.6942	0.8384	0.9642	nan	0.8098	0.9870	0.9754	0.4267	0.9931	0.8089	0.9849	0.9708	0.4220	0.9789
0.0519	4.83	3180	0.0662	0.7006	0.8462	0.9596	nan	0.8389	0.9874	0.9662	0.4521	0.9863	0.8329	0.9864	0.9628	0.4403	0.9810
0.0189	4.86	3200	0.0702	0.6888	0.8309	0.9600	nan	0.7973	0.9864	0.9773	0.4258	0.9675	0.7917	0.9842	0.9731	0.4197	0.9643
0.0281	4.89	3220	0.0739	0.6857	0.8272	0.9413	nan	0.8411	0.9859	0.9403	0.3906	0.9781	0.8390	0.9839	0.9371	0.3850	0.9689
0.0886	4.92	3240	0.0916	0.6644	0.8014	0.9250	nan	0.7829	0.9845	0.9248	0.3421	0.9725	0.7770	0.9842	0.9224	0.3392	0.9639
0.027	4.95	3260	0.0738	0.6997	0.8439	0.9691	nan	0.8640	0.9892	0.9784	0.4060	0.9820	0.8625	0.9885	0.9728	0.4005	0.9737
0.0974	4.98	3280	0.0714	0.6930	0.8351	0.9437	nan	0.8303	0.9858	0.9457	0.4374	0.9765	0.8272	0.9854	0.9414	0.4315	0.9723
0.0417	5.02	3300	0.0728	0.6671	0.8035	0.9428	nan	0.7635	0.9887	0.9527	0.3352	0.9773	0.7614	0.9881	0.9483	0.3333	0.9716
0.0162	5.05	3320	0.0759	0.6691	0.8077	0.9497	nan	0.8593	0.9851	0.9501	0.2609	0.9831	0.8530	0.9847	0.9473	0.2587	0.9711
0.0765	5.08	3340	0.0722	0.7197	0.8690	0.9683	nan	0.8217	0.9866	0.9832	0.5735	0.9798	0.8187	0.9862	0.9781	0.5603	0.9746
0.0316	5.11	3360	0.0786	0.7246	0.8756	0.9671	nan	0.8002	0.9890	0.9829	0.6235	0.9826	0.7989	0.9868	0.9758	0.6096	0.9765
0.1062	5.14	3380	0.0697	0.7433	0.9021	0.9717	nan	0.8472	0.9887	0.9841	0.7097	0.9809	0.8422	0.9842	0.9773	0.6787	0.9775
0.0819	5.17	3400	0.0676	0.7089	0.8568	0.9506	nan	0.8007	0.9792	0.9581	0.5599	0.9862	0.7990	0.9780	0.9539	0.5410	0.9815
0.0168	5.2	3420	0.0756	0.7211	0.8722	0.9770	nan	0.8762	0.9833	0.9880	0.5263	0.9871	0.8728	0.9826	0.9838	0.5078	0.9798
0.0315	5.23	3440	0.0739	0.6949	0.8391	0.9598	nan	0.8005	0.9783	0.9734	0.4594	0.9839	0.7984	0.9778	0.9689	0.4518	0.9724
0.0965	5.26	3460	0.0690	0.7091	0.8554	0.9584	nan	0.8076	0.9746	0.9698	0.5380	0.9870	0.8066	0.9738	0.9633	0.5305	0.9801
0.0235	5.29	3480	0.0683	0.7116	0.8597	0.9630	nan	0.8126	0.9889	0.9755	0.5397	0.9816	0.8112	0.9851	0.9705	0.5245	0.9786
0.0784	5.32	3500	0.0696	0.7068	0.8567	0.9577	nan	0.7699	0.9841	0.9724	0.5708	0.9861	0.7678	0.9834	0.9684	0.5387	0.9827
0.0159	5.35	3520	0.0802	0.7283	0.8792	0.9717	nan	0.8091	0.9873	0.9882	0.6258	0.9858	0.8080	0.9868	0.9820	0.6102	0.9830
0.0155	5.38	3540	0.0834	0.6937	0.8369	0.9319	nan	0.8041	0.9870	0.9310	0.4867	0.9756	0.8004	0.9828	0.9288	0.4785	0.9720
0.0181	5.41	3560	0.0794	0.6877	0.8287	0.9539	nan	0.7424	0.9884	0.9702	0.4572	0.9852	0.7414	0.9878	0.9648	0.4515	0.9805
0.0112	5.44	3580	0.0705	0.7095	0.8611	0.9584	nan	0.7961	0.9880	0.9684	0.5630	0.9902	0.7941	0.9872	0.9646	0.5272	0.9838
0.0113	5.47	3600	0.0656	0.7343	0.8960	0.9664	nan	0.8426	0.9856	0.9776	0.6957	0.9787	0.8412	0.9840	0.9707	0.6339	0.9762
0.0385	5.5	3620	0.0630	0.7200	0.8719	0.9608	nan	0.7988	0.9769	0.9743	0.6236	0.9859	0.7974	0.9761	0.9696	0.5937	0.9830
0.0334	5.53	3640	0.0678	0.7381	0.8922	0.9623	nan	0.8445	0.9888	0.9683	0.6715	0.9878	0.8423	0.9883	0.9646	0.6513	0.9819
0.0153	5.56	3660	0.0685	0.7185	0.8687	0.9623	nan	0.8049	0.9884	0.9736	0.5884	0.9884	0.8032	0.9868	0.9694	0.5681	0.9835
0.122	5.59	3680	0.0682	0.7390	0.8953	0.9726	nan	0.8488	0.9890	0.9828	0.6655	0.9902	0.8466	0.9875	0.9785	0.6371	0.9841
0.0265	5.62	3700	0.0695	0.7087	0.8564	0.9578	nan	0.7950	0.9858	0.9689	0.5452	0.9869	0.7927	0.9854	0.9650	0.5267	0.9824
0.0713	5.65	3720	0.0750	0.7141	0.8649	0.9662	nan	0.8273	0.9872	0.9804	0.5546	0.9750	0.8241	0.9864	0.9741	0.5270	0.9731
0.0632	5.68	3740	0.0637	0.7152	0.8659	0.9616	nan	0.8245	0.9884	0.9714	0.5615	0.9835	0.8212	0.9857	0.9680	0.5401	0.9760
0.0239	5.71	3760	0.0759	0.7308	0.8936	0.9698	nan	0.7919	0.9842	0.9883	0.7200	0.9836	0.7883	0.9837	0.9820	0.6491	0.9815
0.0185	5.74	3780	0.0679	0.7232	0.8763	0.9626	nan	0.7876	0.9884	0.9762	0.6405	0.9888	0.7849	0.9868	0.9717	0.6128	0.9831
0.1536	5.78	3800	0.0721	0.7203	0.8718	0.9358	nan	0.8358	0.9651	0.9350	0.6462	0.9770	0.8339	0.9647	0.9294	0.6194	0.9747
0.0293	5.81	3820	0.0697	0.7142	0.8624	0.9633	nan	0.8004	0.9702	0.9796	0.5783	0.9835	0.7991	0.9694	0.9732	0.5636	0.9802
0.0704	5.84	3840	0.0692	0.7087	0.8563	0.9605	nan	0.8008	0.9858	0.9709	0.5313	0.9929	0.7992	0.9847	0.9668	0.5172	0.9845
0.0183	5.87	3860	0.0748	0.7172	0.8655	0.9654	nan	0.7800	0.9874	0.9830	0.5934	0.9837	0.7792	0.9860	0.9766	0.5807	0.9806
0.0375	5.9	3880	0.0828	0.7438	0.9004	0.9777	nan	0.8701	0.9906	0.9882	0.6645	0.9884	0.8680	0.9894	0.9825	0.6388	0.9840
0.1463	5.93	3900	0.0687	0.7085	0.8581	0.9533	nan	0.7959	0.9731	0.9642	0.5728	0.9848	0.7932	0.9725	0.9598	0.5451	0.9804
0.0217	5.96	3920	0.0706	0.7123	0.8641	0.9495	nan	0.7628	0.9901	0.9585	0.6178	0.9911	0.7597	0.9772	0.9560	0.5959	0.9850
0.0472	5.99	3940	0.0680	0.7308	0.8825	0.9694	nan	0.8450	0.9869	0.9786	0.6106	0.9916	0.8439	0.9858	0.9739	0.5954	0.9857
0.021	6.02	3960	0.0687	0.7138	0.8620	0.9641	nan	0.7902	0.9869	0.9782	0.5647	0.9900	0.7892	0.9853	0.9732	0.5495	0.9857
0.0176	6.05	3980	0.0727	0.7017	0.8467	0.9500	nan	0.8165	0.9858	0.9549	0.4912	0.9848	0.8145	0.9852	0.9510	0.4791	0.9806
0.0577	6.08	4000	0.0765	0.6954	0.8397	0.9423	nan	0.8025	0.9864	0.9456	0.4821	0.9819	0.8003	0.9856	0.9419	0.4658	0.9791
0.0531	6.11	4020	0.0787	0.7053	0.8543	0.9610	nan	0.7607	0.9780	0.9776	0.5611	0.9939	0.7595	0.9770	0.9715	0.5418	0.9821
0.0783	6.14	4040	0.0749	0.6987	0.8445	0.9463	nan	0.8236	0.9772	0.9479	0.4823	0.9914	0.8222	0.9764	0.9430	0.4746	0.9762
0.0134	6.17	4060	0.0722	0.6950	0.8391	0.9615	nan	0.8364	0.9829	0.9690	0.4165	0.9907	0.8351	0.9812	0.9639	0.4097	0.9799
0.0472	6.2	4080	0.0688	0.6990	0.8434	0.9490	nan	0.8265	0.9904	0.9500	0.4596	0.9904	0.8248	0.9877	0.9467	0.4526	0.9821
0.0625	6.23	4100	0.0673	0.7176	0.8671	0.9702	nan	0.8320	0.9892	0.9813	0.5410	0.9920	0.8299	0.9869	0.9772	0.5279	0.9839
0.0434	6.26	4120	0.0670	0.7145	0.8709	0.9497	nan	0.7854	0.9819	0.9585	0.6442	0.9848	0.7826	0.9812	0.9554	0.5879	0.9799
0.0695	6.29	4140	0.0661	0.7417	0.9021	0.9607	nan	0.8588	0.9904	0.9659	0.7161	0.9792	0.8571	0.9889	0.9608	0.6665	0.9772
0.1032	6.32	4160	0.0639	0.7387	0.8980	0.9637	nan	0.8107	0.9854	0.9751	0.7306	0.9881	0.8091	0.9849	0.9702	0.6826	0.9856
0.3381	6.35	4180	0.0680	0.7171	0.8677	0.9582	nan	0.7939	0.9850	0.9706	0.6061	0.9828	0.7926	0.9838	0.9636	0.5812	0.9813
0.0185	6.38	4200	0.0764	0.7362	0.8919	0.9724	nan	0.8219	0.9904	0.9864	0.6725	0.9884	0.8212	0.9877	0.9788	0.6440	0.9856
0.1073	6.41	4220	0.0651	0.7425	0.8997	0.9661	nan	0.8294	0.9880	0.9758	0.7158	0.9892	0.8274	0.9862	0.9704	0.6850	0.9858
0.0492	6.44	4240	0.0685	0.7217	0.8727	0.9527	nan	0.8079	0.9874	0.9590	0.6228	0.9865	0.8058	0.9865	0.9551	0.5998	0.9832
0.0649	6.47	4260	0.0671	0.7030	0.8485	0.9581	nan	0.8114	0.9892	0.9669	0.4877	0.9873	0.8097	0.9872	0.9637	0.4770	0.9805
0.1434	6.5	4280	0.0622	0.7230	0.8769	0.9633	nan	0.8467	0.9886	0.9708	0.5944	0.9841	0.8436	0.9880	0.9671	0.5577	0.9815
0.0419	6.53	4300	0.0714	0.7493	0.9086	0.9689	nan	0.8108	0.9858	0.9822	0.7732	0.9908	0.8085	0.9849	0.9775	0.7381	0.9867
0.1831	6.57	4320	0.0731	0.7552	0.9175	0.9744	nan	0.8462	0.9915	0.9860	0.7760	0.9875	0.8449	0.9888	0.9801	0.7348	0.9825
0.008	6.6	4340	0.0700	0.7448	0.9035	0.9591	nan	0.8241	0.9898	0.9662	0.7514	0.9860	0.8229	0.9892	0.9605	0.7151	0.9811
0.0067	6.63	4360	0.0690	0.7302	0.8828	0.9550	nan	0.8332	0.9874	0.9598	0.6496	0.9840	0.8318	0.9871	0.9549	0.6274	0.9799
0.0193	6.66	4380	0.0711	0.7126	0.8603	0.9456	nan	0.8100	0.9909	0.9476	0.5665	0.9863	0.8088	0.9896	0.9435	0.5536	0.9804
0.0257	6.69	4400	0.0813	0.7250	0.8774	0.9692	nan	0.8068	0.9885	0.9851	0.6233	0.9833	0.8062	0.9878	0.9777	0.5990	0.9791
0.0243	6.72	4420	0.0677	0.7485	0.9082	0.9702	nan	0.8560	0.9907	0.9774	0.7248	0.9920	0.8527	0.9896	0.9742	0.6900	0.9847
0.0663	6.75	4440	0.0652	0.7428	0.9034	0.9599	nan	0.8564	0.9915	0.9633	0.7209	0.9850	0.8549	0.9898	0.9589	0.6718	0.9816
0.0302	6.78	4460	0.0752	0.7442	0.9066	0.9705	nan	0.8371	0.9916	0.9820	0.7376	0.9849	0.8352	0.9878	0.9772	0.6830	0.9820
0.037	6.81	4480	0.0673	0.7442	0.9085	0.9609	nan	0.8301	0.9881	0.9675	0.7675	0.9891	0.8269	0.9874	0.9645	0.7038	0.9825
0.0135	6.84	4500	0.0770	0.7039	0.8535	0.9553	nan	0.7198	0.9860	0.9760	0.6039	0.9817	0.7190	0.9853	0.9699	0.5712	0.9778
0.0152	6.87	4520	0.0693	0.7343	0.8885	0.9508	nan	0.8599	0.9885	0.9469	0.6524	0.9949	0.8568	0.9876	0.9446	0.6332	0.9839
0.0256	6.9	4540	0.0679	0.7199	0.8829	0.9716	nan	0.8710	0.9907	0.9798	0.5883	0.9847	0.8663	0.9896	0.9761	0.5056	0.9820
0.0127	6.93	4560	0.0684	0.7157	0.8741	0.9676	nan	0.8704	0.9915	0.9738	0.5496	0.9851	0.8671	0.9904	0.9698	0.4851	0.9821
0.018	6.96	4580	0.0717	0.7074	0.8558	0.9509	nan	0.8332	0.9890	0.9529	0.5163	0.9875	0.8301	0.9883	0.9492	0.4921	0.9849
0.0127	6.99	4600	0.0883	0.6888	0.8329	0.9722	nan	0.8126	0.9817	0.9920	0.3997	0.9784	0.8115	0.9812	0.9825	0.3809	0.9768
0.0119	7.02	4620	0.0622	0.7135	0.8650	0.9679	nan	0.8510	0.9914	0.9756	0.5170	0.9898	0.8487	0.9899	0.9718	0.4872	0.9837
0.0127	7.05	4640	0.0682	0.7172	0.8763	0.9701	nan	0.8290	0.9906	0.9812	0.5887	0.9918	0.8263	0.9898	0.9772	0.5243	0.9858
0.0369	7.08	4660	0.0689	0.7068	0.8618	0.9584	nan	0.8124	0.9908	0.9674	0.5534	0.9850	0.8101	0.9861	0.9640	0.4983	0.9823
0.0088	7.11	4680	0.0739	0.7225	0.8767	0.9567	nan	0.8719	0.9911	0.9560	0.5762	0.9881	0.8692	0.9889	0.9532	0.5398	0.9841
0.0074	7.14	4700	0.0718	0.7225	0.8799	0.9571	nan	0.8739	0.9919	0.9548	0.5856	0.9932	0.8709	0.9908	0.9527	0.5408	0.9801
0.1149	7.17	4720	0.0693	0.7331	0.8954	0.9753	nan	0.8635	0.9891	0.9853	0.6493	0.9896	0.8610	0.9885	0.9806	0.5847	0.9839
0.0146	7.2	4740	0.0624	0.7342	0.9004	0.9597	nan	0.8726	0.9899	0.9592	0.6875	0.9925	0.8697	0.9879	0.9567	0.6060	0.9850
0.0131	7.23	4760	0.0840	0.7020	0.8531	0.9206	nan	0.8190	0.9878	0.9081	0.5629	0.9878	0.8155	0.9833	0.9066	0.5260	0.9806
0.0081	7.26	4780	0.0665	0.7535	0.9158	0.9626	nan	0.8695	0.9916	0.9662	0.7692	0.9826	0.8675	0.9894	0.9615	0.7227	0.9797
0.0074	7.29	4800	0.0679	0.7427	0.9001	0.9575	nan	0.8089	0.9909	0.9658	0.7503	0.9847	0.8079	0.9901	0.9619	0.7152	0.9813
0.014	7.33	4820	0.0706	0.7304	0.8849	0.9475	nan	0.8013	0.9873	0.9509	0.6951	0.9897	0.8004	0.9866	0.9477	0.6638	0.9839
0.0457	7.36	4840	0.0701	0.7606	0.9302	0.9749	nan	0.8568	0.9895	0.9852	0.8309	0.9885	0.8559	0.9890	0.9787	0.7553	0.9851
0.0045	7.39	4860	0.0656	0.7382	0.8949	0.9455	nan	0.8402	0.9844	0.9435	0.7182	0.9880	0.8370	0.9840	0.9411	0.6844	0.9829
0.0181	7.42	4880	0.0701	0.7358	0.8925	0.9599	nan	0.8303	0.9919	0.9654	0.6848	0.9903	0.8266	0.9901	0.9631	0.6514	0.9838
0.0246	7.45	4900	0.0683	0.7253	0.8791	0.9539	nan	0.8139	0.9893	0.9590	0.6436	0.9896	0.8117	0.9879	0.9566	0.6120	0.9834
0.0293	7.48	4920	0.0674	0.7600	0.9258	0.9614	nan	0.8887	0.9895	0.9598	0.7999	0.9910	0.8859	0.9883	0.9569	0.7437	0.9854
0.0079	7.51	4940	0.0696	0.7430	0.9047	0.9611	nan	0.8572	0.9911	0.9640	0.7222	0.9891	0.8544	0.9900	0.9609	0.6698	0.9827
0.021	7.54	4960	0.0879	0.7035	0.8535	0.9242	nan	0.7430	0.9885	0.9234	0.6251	0.9874	0.7402	0.9878	0.9220	0.5894	0.9819
0.0405	7.57	4980	0.0683	0.7227	0.8790	0.9585	nan	0.8119	0.9893	0.9678	0.6425	0.9836	0.8094	0.9884	0.9646	0.5931	0.9809
0.0092	7.6	5000	0.0679	0.7429	0.9028	0.9535	nan	0.8186	0.9896	0.9577	0.7598	0.9886	0.8146	0.9884	0.9552	0.7151	0.9840
0.0661	7.63	5020	0.0727	0.7475	0.9057	0.9525	nan	0.8446	0.9897	0.9526	0.7533	0.9884	0.8417	0.9891	0.9487	0.7191	0.9862
0.0571	7.66	5040	0.0711	0.7127	0.8632	0.9437	nan	0.8012	0.9881	0.9452	0.5912	0.9902	0.7982	0.9867	0.9433	0.5680	0.9801
0.0167	7.69	5060	0.0657	0.7328	0.8891	0.9618	nan	0.8208	0.9919	0.9712	0.6777	0.9840	0.8193	0.9906	0.9666	0.6394	0.9807
0.0177	7.72	5080	0.0632	0.7547	0.9186	0.9683	nan	0.8555	0.9858	0.9765	0.7890	0.9861	0.8521	0.9822	0.9735	0.7363	0.9840
0.0395	7.75	5100	0.0654	0.7436	0.9043	0.9599	nan	0.8707	0.9896	0.9619	0.7154	0.9837	0.8651	0.9748	0.9587	0.6816	0.9815
0.0105	7.78	5120	0.0704	0.7440	0.9006	0.9652	nan	0.8369	0.9855	0.9753	0.7224	0.9831	0.8365	0.9845	0.9681	0.6959	0.9792
0.028	7.81	5140	0.0669	0.7405	0.8942	0.9531	nan	0.8406	0.9880	0.9561	0.7039	0.9827	0.8392	0.9871	0.9517	0.6861	0.9789
0.0123	7.84	5160	0.0629	0.7537	0.9104	0.9712	nan	0.8683	0.9857	0.9790	0.7311	0.9880	0.8655	0.9849	0.9740	0.7131	0.9847
0.1105	7.87	5180	0.0620	0.7500	0.9060	0.9637	nan	0.8553	0.9835	0.9699	0.7350	0.9864	0.8530	0.9828	0.9645	0.7165	0.9832
0.0185	7.9	5200	0.0616	0.7443	0.9005	0.9605	nan	0.8452	0.9886	0.9645	0.7133	0.9910	0.8425	0.9873	0.9614	0.6903	0.9843
0.0388	7.93	5220	0.0685	0.7312	0.8839	0.9503	nan	0.8831	0.9906	0.9444	0.6120	0.9894	0.8788	0.9896	0.9422	0.5938	0.9830
0.0139	7.96	5240	0.0650	0.7378	0.8953	0.9610	nan	0.8572	0.9889	0.9657	0.6812	0.9836	0.8543	0.9880	0.9626	0.6405	0.9813
0.0272	7.99	5260	0.0696	0.7558	0.9198	0.9711	nan	0.8473	0.9916	0.9805	0.7912	0.9882	0.8460	0.9904	0.9763	0.7373	0.9850
0.0149	8.02	5280	0.0769	0.7485	0.9121	0.9572	nan	0.7868	0.9877	0.9678	0.8309	0.9873	0.7854	0.9870	0.9641	0.7700	0.9848
0.1279	8.05	5300	0.0664	0.7604	0.9233	0.9645	nan	0.8571	0.9885	0.9691	0.8126	0.9894	0.8538	0.9873	0.9666	0.7690	0.9855
0.0176	8.09	5320	0.0720	0.7377	0.8927	0.9493	nan	0.8015	0.9889	0.9524	0.7274	0.9931	0.8001	0.9878	0.9500	0.7040	0.9846
0.0263	8.12	5340	0.0697	0.7422	0.8982	0.9615	nan	0.8225	0.9906	0.9680	0.7162	0.9937	0.8203	0.9896	0.9655	0.6913	0.9863
0.0102	8.15	5360	0.0688	0.7369	0.8925	0.9545	nan	0.8032	0.9878	0.9606	0.7185	0.9924	0.8008	0.9871	0.9579	0.6895	0.9862
0.0142	8.18	5380	0.0638	0.7560	0.9183	0.9647	nan	0.8576	0.9871	0.9693	0.7862	0.9913	0.8550	0.9865	0.9652	0.7433	0.9861
0.0085	8.21	5400	0.0709	0.7526	0.9152	0.9593	nan	0.8203	0.9899	0.9659	0.8107	0.9891	0.8161	0.9887	0.9632	0.7637	0.9839
0.012	8.24	5420	0.0676	0.7453	0.9151	0.9632	nan	0.8369	0.9874	0.9712	0.7949	0.9849	0.8331	0.9867	0.9687	0.7015	0.9821
0.0222	8.27	5440	0.0738	0.7398	0.9058	0.9477	nan	0.7953	0.9902	0.9520	0.8048	0.9867	0.7942	0.9893	0.9491	0.7218	0.9841
0.0132	8.3	5460	0.0795	0.7245	0.8809	0.9397	nan	0.8018	0.9899	0.9413	0.6926	0.9789	0.7952	0.9888	0.9388	0.6547	0.9694
0.0355	8.33	5480	0.0859	0.7433	0.9053	0.9673	nan	0.8011	0.9880	0.9845	0.7767	0.9762	0.7928	0.9874	0.9806	0.7276	0.9715
0.0097	8.36	5500	0.0681	0.7349	0.8926	0.9621	nan	0.8594	0.9904	0.9700	0.6720	0.9712	0.8494	0.9898	0.9669	0.6338	0.9693
0.0111	8.39	5520	0.0756	0.7338	0.8931	0.9594	nan	0.8183	0.9905	0.9689	0.7073	0.9804	0.8123	0.9896	0.9657	0.6602	0.9751
0.01	8.42	5540	0.0656	0.7524	0.9152	0.9660	nan	0.8737	0.9836	0.9704	0.7596	0.9887	0.8638	0.9835	0.9674	0.7172	0.9824
0.0119	8.45	5560	0.0703	0.7376	0.8967	0.9595	nan	0.8151	0.9902	0.9681	0.7247	0.9855	0.8097	0.9899	0.9633	0.6810	0.9820
0.0697	8.48	5580	0.0703	0.7244	0.8795	0.9535	nan	0.8057	0.9887	0.9617	0.6607	0.9808	0.8027	0.9884	0.9577	0.6191	0.9782
0.0159	8.51	5600	0.0650	0.7437	0.9079	0.9630	nan	0.8316	0.9876	0.9707	0.7606	0.9889	0.8283	0.9872	0.9672	0.6933	0.9865
0.0138	8.54	5620	0.0724	0.7496	0.9128	0.9668	nan	0.8537	0.9910	0.9722	0.7542	0.9927	0.8525	0.9892	0.9683	0.6982	0.9893
0.0504	8.57	5640	0.0650	0.7435	0.9087	0.9654	nan	0.8545	0.9869	0.9716	0.7418	0.9885	0.8508	0.9855	0.9687	0.6696	0.9866
0.0043	8.6	5660	0.0677	0.7500	0.9122	0.9710	nan	0.8775	0.9875	0.9774	0.7311	0.9877	0.8741	0.9873	0.9738	0.6788	0.9860
0.0717	8.63	5680	0.0666	0.7445	0.9087	0.9592	nan	0.8400	0.9895	0.9639	0.7626	0.9875	0.8369	0.9884	0.9612	0.6946	0.9857
0.0314	8.66	5700	0.0648	0.7228	0.8784	0.9548	nan	0.8567	0.9889	0.9566	0.6065	0.9833	0.8541	0.9875	0.9543	0.5593	0.9814
0.0205	8.69	5720	0.0672	0.7481	0.9080	0.9721	nan	0.8851	0.9884	0.9772	0.6982	0.9909	0.8840	0.9878	0.9732	0.6561	0.9878
0.0329	8.72	5740	0.0657	0.7507	0.9130	0.9731	nan	0.8708	0.9873	0.9810	0.7361	0.9895	0.8690	0.9871	0.9766	0.6845	0.9873
0.0854	8.75	5760	0.0651	0.7445	0.9011	0.9701	nan	0.8909	0.9895	0.9734	0.6616	0.9902	0.8880	0.9892	0.9705	0.6318	0.9876
0.0074	8.78	5780	0.0675	0.7355	0.8880	0.9711	nan	0.8810	0.9913	0.9762	0.6013	0.9902	0.8793	0.9907	0.9724	0.5837	0.9867
0.0183	8.81	5800	0.0660	0.7243	0.8751	0.9627	nan	0.8422	0.9900	0.9695	0.5870	0.9870	0.8396	0.9891	0.9663	0.5673	0.9836
0.1138	8.84	5820	0.0656	0.7345	0.8879	0.9617	nan	0.8889	0.9869	0.9628	0.6160	0.9851	0.8860	0.9864	0.9597	0.5922	0.9827
0.02	8.88	5840	0.0682	0.7414	0.9007	0.9603	nan	0.8486	0.9894	0.9648	0.7143	0.9867	0.8469	0.9882	0.9616	0.6684	0.9832
0.0623	8.91	5860	0.0706	0.7276	0.8838	0.9481	nan	0.8353	0.9859	0.9489	0.6641	0.9849	0.8333	0.9853	0.9460	0.6191	0.9820
0.01	8.94	5880	0.0656	0.7457	0.9036	0.9625	nan	0.8347	0.9871	0.9694	0.7371	0.9894	0.8334	0.9865	0.9654	0.7036	0.9854
0.0128	8.97	5900	0.0707	0.7375	0.8901	0.9676	nan	0.8420	0.9872	0.9766	0.6554	0.9893	0.8405	0.9866	0.9728	0.6420	0.9829
0.0239	9.0	5920	0.0710	0.7221	0.8774	0.9478	nan	0.8490	0.9613	0.9490	0.6385	0.9891	0.8443	0.9610	0.9438	0.5989	0.9847
0.0094	9.03	5940	0.0699	0.7516	0.9229	0.9744	nan	0.8456	0.9842	0.9860	0.8074	0.9915	0.8423	0.9837	0.9821	0.7136	0.9879
0.0513	9.06	5960	0.0648	0.7477	0.9182	0.9653	nan	0.8555	0.9895	0.9720	0.7905	0.9835	0.8518	0.9879	0.9687	0.6954	0.9823
0.0625	9.09	5980	0.0737	0.7348	0.8959	0.9529	nan	0.8481	0.9381	0.9606	0.7463	0.9866	0.8471	0.9376	0.9502	0.6897	0.9844
0.0106	9.12	6000	0.0751	0.7516	0.9162	0.9688	nan	0.8708	0.9643	0.9776	0.7794	0.9891	0.8686	0.9638	0.9700	0.7207	0.9868
0.0067	9.15	6020	0.0685	0.7409	0.9044	0.9561	nan	0.8508	0.9908	0.9557	0.7302	0.9946	0.8479	0.9871	0.9535	0.6719	0.9850
0.0326	9.18	6040	0.0699	0.7341	0.8937	0.9613	nan	0.8095	0.9915	0.9693	0.7039	0.9942	0.8075	0.9906	0.9665	0.6540	0.9863
0.0068	9.21	6060	0.0665	0.7439	0.9055	0.9611	nan	0.8600	0.9907	0.9648	0.7276	0.9844	0.8577	0.9902	0.9616	0.6722	0.9820
0.0672	9.24	6080	0.0674	0.7311	0.8875	0.9612	nan	0.8394	0.9872	0.9682	0.6575	0.9853	0.8374	0.9869	0.9648	0.6147	0.9829
0.0284	9.27	6100	0.0638	0.7444	0.9059	0.9649	nan	0.8656	0.9922	0.9683	0.7130	0.9903	0.8635	0.9906	0.9651	0.6600	0.9869
0.0446	9.3	6120	0.0646	0.7518	0.9153	0.9615	nan	0.8933	0.9889	0.9598	0.7446	0.9901	0.8906	0.9880	0.9572	0.6894	0.9859
0.0484	9.33	6140	0.0637	0.7498	0.9108	0.9623	nan	0.8759	0.9917	0.9624	0.7315	0.9926	0.8731	0.9903	0.9600	0.6894	0.9859
0.0297	9.36	6160	0.0652	0.7384	0.8965	0.9596	nan	0.8568	0.9896	0.9634	0.6887	0.9840	0.8544	0.9884	0.9604	0.6459	0.9812
0.0097	9.39	6180	0.0685	0.7324	0.8951	0.9568	nan	0.8286	0.9870	0.9630	0.7129	0.9841	0.8254	0.9847	0.9606	0.6427	0.9811
0.0439	9.42	6200	0.0778	0.7255	0.8778	0.9508	nan	0.7756	0.9846	0.9603	0.6813	0.9873	0.7722	0.9806	0.9574	0.6599	0.9831
0.0451	9.45	6220	0.0790	0.7431	0.8977	0.9389	nan	0.8400	0.9886	0.9315	0.7356	0.9928	0.8368	0.9865	0.9291	0.7183	0.9879
0.0146	9.48	6240	0.0696	0.7540	0.9133	0.9697	nan	0.8862	0.9896	0.9742	0.7300	0.9865	0.8834	0.9880	0.9697	0.6986	0.9845
0.0464	9.51	6260	0.0656	0.7497	0.9095	0.9595	nan	0.8501	0.9868	0.9628	0.7588	0.9892	0.8477	0.9851	0.9596	0.7191	0.9865
0.018	9.54	6280	0.0712	0.7526	0.9109	0.9654	nan	0.8467	0.9885	0.9718	0.7567	0.9908	0.8451	0.9857	0.9674	0.7310	0.9863
0.0106	9.57	6300	0.0646	0.7477	0.9062	0.9616	nan	0.8357	0.9867	0.9676	0.7496	0.9913	0.8335	0.9841	0.9642	0.7184	0.9860
0.0075	9.6	6320	0.0671	0.7301	0.8861	0.9549	nan	0.8150	0.9904	0.9604	0.6759	0.9886	0.8123	0.9883	0.9578	0.6394	0.9826
0.0144	9.64	6340	0.0607	0.7632	0.9267	0.9626	nan	0.8801	0.9896	0.9620	0.8081	0.9938	0.8777	0.9877	0.9594	0.7673	0.9870
0.0052	9.67	6360	0.0676	0.7435	0.8995	0.9445	nan	0.8020	0.9766	0.9473	0.7809	0.9906	0.8013	0.9760	0.9426	0.7564	0.9845
0.1188	9.7	6380	0.0631	0.7640	0.9294	0.9644	nan	0.8511	0.9884	0.9697	0.8478	0.9899	0.8489	0.9878	0.9659	0.7942	0.9871
0.0243	9.73	6400	0.0621	0.7645	0.9280	0.9653	nan	0.8629	0.9886	0.9701	0.8309	0.9873	0.8605	0.9880	0.9663	0.7871	0.9851
0.0136	9.76	6420	0.0597	0.7609	0.9231	0.9670	nan	0.8627	0.9859	0.9725	0.8045	0.9900	0.8615	0.9852	0.9680	0.7635	0.9874
0.0365	9.79	6440	0.0621	0.7586	0.9203	0.9716	nan	0.8800	0.9803	0.9788	0.7746	0.9876	0.8795	0.9799	0.9724	0.7344	0.9855
0.0136	9.82	6460	0.0645	0.7547	0.9207	0.9571	nan	0.8698	0.9786	0.9598	0.8146	0.9806	0.8691	0.9783	0.9534	0.7475	0.9800
0.0172	9.85	6480	0.0642	0.7594	0.9308	0.9651	nan	0.8397	0.9837	0.9728	0.8681	0.9897	0.8384	0.9832	0.9679	0.7793	0.9878
0.0181	9.88	6500	0.0646	0.7405	0.8984	0.9521	nan	0.8292	0.9889	0.9536	0.7294	0.9907	0.8270	0.9873	0.9509	0.6900	0.9875
0.0107	9.91	6520	0.0623	0.7499	0.9074	0.9582	nan	0.8654	0.9892	0.9586	0.7348	0.9892	0.8637	0.9857	0.9555	0.7072	0.9873
0.0838	9.94	6540	0.0692	0.7429	0.8997	0.9643	nan	0.8217	0.9886	0.9752	0.7292	0.9839	0.8200	0.9846	0.9713	0.6987	0.9827
0.0467	9.97	6560	0.0645	0.7583	0.9160	0.9708	nan	0.8424	0.9912	0.9803	0.7761	0.9900	0.8418	0.9891	0.9757	0.7555	0.9880
0.0087	10.0	6580	0.0616	0.7494	0.9045	0.9597	nan	0.8822	0.9910	0.9583	0.7006	0.9903	0.8806	0.9890	0.9551	0.6844	0.9872
0.0126	10.03	6600	0.0612	0.7561	0.9149	0.9691	nan	0.8814	0.9892	0.9727	0.7395	0.9918	0.8786	0.9882	0.9691	0.7112	0.9893
0.0161	10.06	6620	0.0661	0.7549	0.9155	0.9713	nan	0.8664	0.9896	0.9784	0.7536	0.9897	0.8649	0.9887	0.9743	0.7138	0.9878
0.0111	10.09	6640	0.0678	0.7461	0.9004	0.9550	nan	0.8370	0.9897	0.9567	0.7270	0.9917	0.8365	0.9883	0.9533	0.7097	0.9887
0.0088	10.12	6660	0.0668	0.7621	0.9189	0.9697	nan	0.8699	0.9885	0.9751	0.7695	0.9915	0.8692	0.9879	0.9705	0.7568	0.9884
0.0154	10.15	6680	0.0668	0.7559	0.9119	0.9669	nan	0.8406	0.9893	0.9752	0.7655	0.9887	0.8403	0.9884	0.9699	0.7507	0.9861
0.015	10.18	6700	0.0655	0.7574	0.9131	0.9634	nan	0.8614	0.9891	0.9670	0.7585	0.9896	0.8602	0.9886	0.9631	0.7455	0.9870
0.0476	10.21	6720	0.0653	0.7506	0.9059	0.9653	nan	0.8361	0.9902	0.9736	0.7416	0.9878	0.8353	0.9892	0.9691	0.7245	0.9857
0.0039	10.24	6740	0.0644	0.7635	0.9227	0.9652	nan	0.8746	0.9885	0.9675	0.7917	0.9912	0.8732	0.9879	0.9638	0.7680	0.9878
0.0155	10.27	6760	0.0667	0.7498	0.9061	0.9606	nan	0.8296	0.9837	0.9679	0.7609	0.9887	0.8289	0.9833	0.9624	0.7378	0.9861
0.0106	10.3	6780	0.0661	0.7600	0.9191	0.9656	nan	0.8412	0.9833	0.9733	0.8063	0.9913	0.8393	0.9830	0.9692	0.7812	0.9870
0.0109	10.33	6800	0.0662	0.7656	0.9250	0.9580	nan	0.8740	0.9882	0.9569	0.8157	0.9901	0.8712	0.9875	0.9540	0.7943	0.9866
0.0127	10.36	6820	0.0685	0.7619	0.9204	0.9645	nan	0.8795	0.9885	0.9674	0.7810	0.9856	0.8782	0.9880	0.9628	0.7588	0.9834
0.005	10.4	6840	0.0712	0.7623	0.9221	0.9524	nan	0.8759	0.9883	0.9469	0.8048	0.9945	0.8732	0.9878	0.9442	0.7808	0.9878
0.0199	10.43	6860	0.0677	0.7718	0.9375	0.9690	nan	0.8814	0.9869	0.9721	0.8541	0.9929	0.8787	0.9866	0.9683	0.8075	0.9894
0.06	10.46	6880	0.0703	0.7397	0.8973	0.9585	nan	0.8391	0.9863	0.9634	0.7095	0.9880	0.8365	0.9860	0.9604	0.6708	0.9845
0.0159	10.49	6900	0.0707	0.7612	0.9229	0.9718	nan	0.8748	0.9862	0.9785	0.7860	0.9890	0.8731	0.9859	0.9746	0.7475	0.9861
0.014	10.52	6920	0.0650	0.7555	0.9151	0.9638	nan	0.8886	0.9839	0.9650	0.7495	0.9885	0.8851	0.9836	0.9622	0.7166	0.9855
0.0464	10.55	6940	0.0638	0.7583	0.9184	0.9678	nan	0.8821	0.9915	0.9711	0.7595	0.9880	0.8803	0.9902	0.9675	0.7258	0.9859
0.0087	10.58	6960	0.0680	0.7439	0.8987	0.9543	nan	0.8910	0.9883	0.9505	0.6781	0.9856	0.8876	0.9879	0.9479	0.6563	0.9835
0.006	10.61	6980	0.0659	0.7431	0.8998	0.9700	nan	0.9017	0.9788	0.9745	0.6581	0.9860	0.8985	0.9785	0.9693	0.6284	0.9836
0.0118	10.64	7000	0.0669	0.7405	0.9196	0.9678	nan	0.8772	0.9796	0.9743	0.7829	0.9842	0.8748	0.9790	0.9689	0.6377	0.9823
0.0287	10.67	7020	0.0682	0.7491	0.9221	0.9645	nan	0.8862	0.9857	0.9662	0.7844	0.9880	0.8837	0.9851	0.9625	0.6778	0.9854
0.0166	10.7	7040	0.0731	0.7436	0.9051	0.9625	nan	0.8151	0.9875	0.9721	0.7617	0.9891	0.8143	0.9869	0.9679	0.7099	0.9825
0.016	10.73	7060	0.0991	0.7256	0.8784	0.9280	nan	0.8064	0.9897	0.9210	0.6889	0.9858	0.8039	0.9889	0.9186	0.6632	0.9792
0.0179	10.76	7080	0.0692	0.7550	0.9164	0.9693	nan	0.8462	0.9901	0.9780	0.7786	0.9889	0.8442	0.9892	0.9745	0.7376	0.9845
0.0077	10.79	7100	0.0670	0.7596	0.9206	0.9602	nan	0.8918	0.9866	0.9585	0.7768	0.9891	0.8881	0.9860	0.9561	0.7428	0.9843
0.0112	10.82	7120	0.0693	0.7644	0.9251	0.9636	nan	0.8650	0.9903	0.9676	0.8171	0.9852	0.8627	0.9894	0.9637	0.7881	0.9822
0.0155	10.85	7140	0.0699	0.7529	0.9152	0.9600	nan	0.8590	0.9885	0.9612	0.7741	0.9930	0.8561	0.9879	0.9586	0.7248	0.9899
0.0059	10.88	7160	0.0705	0.7589	0.9240	0.9607	nan	0.8536	0.9883	0.9634	0.8234	0.9912	0.8524	0.9876	0.9602	0.7641	0.9889
0.028	10.91	7180	0.0686	0.7524	0.9147	0.9594	nan	0.8608	0.9875	0.9602	0.7718	0.9932	0.8594	0.9871	0.9572	0.7210	0.9894
0.0815	10.94	7200	0.0766	0.7287	0.8840	0.9618	nan	0.8513	0.9880	0.9667	0.6254	0.9886	0.8498	0.9877	0.9622	0.5872	0.9853
0.0813	10.97	7220	0.0855	0.7351	0.8909	0.9459	nan	0.8290	0.9904	0.9434	0.6985	0.9934	0.8273	0.9895	0.9408	0.6647	0.9882
0.0117	11.0	7240	0.0727	0.7328	0.8895	0.9555	nan	0.8390	0.9602	0.9634	0.7008	0.9841	0.8377	0.9600	0.9558	0.6605	0.9828
0.0168	11.03	7260	0.0748	0.7289	0.8816	0.9592	nan	0.8302	0.9896	0.9666	0.6383	0.9834	0.8290	0.9889	0.9623	0.6122	0.9813
0.0097	11.06	7280	0.0691	0.7500	0.9085	0.9706	nan	0.8841	0.9877	0.9754	0.7056	0.9895	0.8815	0.9871	0.9722	0.6738	0.9856
0.0101	11.09	7300	0.0689	0.7496	0.9072	0.9627	nan	0.8520	0.9886	0.9683	0.7415	0.9858	0.8504	0.9875	0.9643	0.7128	0.9825
0.014	11.12	7320	0.0714	0.7501	0.9080	0.9535	nan	0.8442	0.9873	0.9542	0.7641	0.9900	0.8422	0.9867	0.9510	0.7354	0.9854
0.0121	11.16	7340	0.0661	0.7504	0.9090	0.9602	nan	0.8403	0.9875	0.9644	0.7606	0.9923	0.8387	0.9869	0.9614	0.7295	0.9859
0.0093	11.19	7360	0.0644	0.7460	0.9029	0.9564	nan	0.8555	0.9889	0.9575	0.7241	0.9883	0.8533	0.9881	0.9542	0.6937	0.9864
0.0878	11.22	7380	0.0650	0.7491	0.9127	0.9586	nan	0.8538	0.9907	0.9599	0.7672	0.9917	0.8514	0.9845	0.9569	0.7128	0.9891
0.0143	11.25	7400	0.0641	0.7577	0.9251	0.9683	nan	0.8780	0.9907	0.9717	0.7941	0.9907	0.8764	0.9888	0.9683	0.7247	0.9882
0.0481	11.28	7420	0.0676	0.7634	0.9317	0.9571	nan	0.8657	0.9907	0.9570	0.8589	0.9863	0.8632	0.9891	0.9538	0.7897	0.9848
0.008	11.31	7440	0.0630	0.7590	0.9218	0.9647	nan	0.8862	0.9887	0.9662	0.7802	0.9878	0.8839	0.9882	0.9629	0.7331	0.9859
0.0058	11.34	7460	0.0677	0.7681	0.9314	0.9720	nan	0.8974	0.9902	0.9755	0.8056	0.9881	0.8951	0.9890	0.9719	0.7668	0.9857
0.0471	11.37	7480	0.0707	0.7555	0.9158	0.9574	nan	0.8331	0.9911	0.9602	0.8014	0.9930	0.8313	0.9873	0.9574	0.7697	0.9876
0.0135	11.4	7500	0.0693	0.7559	0.9184	0.9705	nan	0.8781	0.9890	0.9762	0.7614	0.9875	0.8761	0.9874	0.9718	0.7142	0.9856
0.0391	11.43	7520	0.0678	0.7522	0.9126	0.9592	nan	0.8535	0.9884	0.9614	0.7694	0.9906	0.8516	0.9866	0.9579	0.7298	0.9875
0.0065	11.46	7540	0.0716	0.7512	0.9092	0.9659	nan	0.8589	0.9862	0.9726	0.7427	0.9857	0.8576	0.9855	0.9674	0.7126	0.9841
0.0092	11.49	7560	0.0741	0.7439	0.9048	0.9573	nan	0.8414	0.9583	0.9657	0.7734	0.9854	0.8400	0.9577	0.9579	0.7241	0.9838
0.0385	11.52	7580	0.0737	0.7420	0.9030	0.9626	nan	0.8331	0.9621	0.9735	0.7575	0.9887	0.8315	0.9610	0.9658	0.7076	0.9863
0.006	11.55	7600	0.0711	0.7432	0.9018	0.9550	nan	0.8607	0.9605	0.9582	0.7397	0.9898	0.8595	0.9601	0.9514	0.7011	0.9870
0.0065	11.58	7620	0.0711	0.7464	0.9063	0.9564	nan	0.8332	0.9820	0.9601	0.7635	0.9928	0.8313	0.9814	0.9574	0.7197	0.9886
0.006	11.61	7640	0.0722	0.7488	0.9084	0.9591	nan	0.8555	0.9879	0.9609	0.7461	0.9917	0.8467	0.9872	0.9590	0.7121	0.9879
0.0081	11.64	7660	0.0754	0.7450	0.9005	0.9635	nan	0.8619	0.9856	0.9673	0.6963	0.9914	0.8596	0.9850	0.9641	0.6736	0.9875
0.1254	11.67	7680	0.0726	0.7206	0.8695	0.9558	nan	0.8396	0.9826	0.9593	0.5752	0.9909	0.8371	0.9822	0.9564	0.5630	0.9849
0.0137	11.7	7700	0.0714	0.7329	0.8843	0.9659	nan	0.8800	0.9877	0.9699	0.5972	0.9865	0.8763	0.9871	0.9669	0.5834	0.9836
0.0141	11.73	7720	0.0706	0.7355	0.8873	0.9533	nan	0.8345	0.9845	0.9564	0.6732	0.9878	0.8317	0.9842	0.9537	0.6578	0.9853
0.0274	11.76	7740	0.0687	0.7537	0.9105	0.9688	nan	0.8543	0.9885	0.9764	0.7437	0.9894	0.8520	0.9877	0.9735	0.7219	0.9871
0.0046	11.79	7760	0.0655	0.7498	0.9072	0.9663	nan	0.8528	0.9868	0.9742	0.7375	0.9846	0.8512	0.9862	0.9701	0.7078	0.9835
0.0076	11.82	7780	0.0649	0.7596	0.9186	0.9612	nan	0.8504	0.9879	0.9644	0.7979	0.9924	0.8483	0.9874	0.9610	0.7736	0.9870
0.0075	11.85	7800	0.0655	0.7541	0.9124	0.9629	nan	0.8432	0.9896	0.9689	0.7727	0.9878	0.8417	0.9888	0.9646	0.7451	0.9845
0.0275	11.88	7820	0.0661	0.7449	0.8999	0.9672	nan	0.8623	0.9905	0.9738	0.6878	0.9854	0.8602	0.9899	0.9698	0.6664	0.9831
0.0159	11.91	7840	0.0621	0.7555	0.9167	0.9650	nan	0.8792	0.9859	0.9677	0.7614	0.9892	0.8754	0.9856	0.9647	0.7201	0.9869
1.2278	11.95	7860	0.0638	0.7653	0.9304	0.9620	nan	0.8717	0.9868	0.9638	0.8408	0.9889	0.8678	0.9864	0.9612	0.7898	0.9867
0.0139	11.98	7880	0.0673	0.7745	0.9360	0.9690	nan	0.8866	0.9903	0.9713	0.8397	0.9919	0.8838	0.9894	0.9685	0.8155	0.9896
0.0418	12.01	7900	0.0669	0.7568	0.9135	0.9634	nan	0.8467	0.9886	0.9675	0.7693	0.9952	0.8443	0.9881	0.9648	0.7548	0.9887
0.0657	12.04	7920	0.0612	0.7545	0.9150	0.9639	nan	0.8656	0.9892	0.9663	0.7608	0.9928	0.8612	0.9889	0.9638	0.7236	0.9893
0.0149	12.07	7940	0.0640	0.7596	0.9200	0.9584	nan	0.8544	0.9892	0.9595	0.8054	0.9916	0.8525	0.9887	0.9566	0.7724	0.9874
0.0114	12.1	7960	0.0628	0.7508	0.9140	0.9693	nan	0.8899	0.9899	0.9718	0.7270	0.9916	0.8870	0.9894	0.9684	0.6715	0.9887
0.0084	12.13	7980	0.0671	0.7358	0.8921	0.9639	nan	0.8671	0.9868	0.9672	0.6480	0.9913	0.8650	0.9863	0.9642	0.6115	0.9880
0.0147	12.16	8000	0.0677	0.7496	0.9077	0.9642	nan	0.8920	0.9878	0.9645	0.7046	0.9898	0.8893	0.9872	0.9614	0.6724	0.9876
0.0786	12.19	8020	0.0700	0.7516	0.9093	0.9585	nan	0.8695	0.9901	0.9579	0.7374	0.9915	0.8670	0.9895	0.9552	0.7097	0.9880
0.0638	12.22	8040	0.0689	0.7496	0.9067	0.9693	nan	0.8671	0.9897	0.9753	0.7118	0.9896	0.8653	0.9893	0.9710	0.6855	0.9863
0.0181	12.25	8060	0.0640	0.7660	0.9297	0.9681	nan	0.8746	0.9856	0.9722	0.8242	0.9917	0.8720	0.9854	0.9688	0.7823	0.9876
0.0316	12.28	8080	0.0644	0.7596	0.9273	0.9595	nan	0.8949	0.9906	0.9568	0.8063	0.9877	0.8906	0.9902	0.9540	0.7380	0.9848
0.0173	12.31	8100	0.0655	0.7377	0.8957	0.9589	nan	0.8554	0.9877	0.9630	0.6890	0.9831	0.8539	0.9875	0.9596	0.6440	0.9810
0.1049	12.34	8120	0.0653	0.7627	0.9262	0.9713	nan	0.8778	0.9906	0.9766	0.7964	0.9898	0.8760	0.9901	0.9730	0.7497	0.9872
0.0211	12.37	8140	0.0638	0.7591	0.9170	0.9601	nan	0.8882	0.9889	0.9572	0.7565	0.9943	0.8860	0.9879	0.9549	0.7386	0.9874
0.0749	12.4	8160	0.0640	0.7554	0.9124	0.9671	nan	0.8627	0.9910	0.9707	0.7418	0.9957	0.8614	0.9900	0.9674	0.7246	0.9890
0.0148	12.43	8180	0.0696	0.7515	0.9120	0.9521	nan	0.8691	0.9909	0.9477	0.7600	0.9924	0.8666	0.9903	0.9454	0.7180	0.9888
0.0465	12.46	8200	0.0715	0.7681	0.9361	0.9726	nan	0.8943	0.9900	0.9760	0.8288	0.9914	0.8929	0.9894	0.9718	0.7663	0.9884
0.0397	12.49	8220	0.0734	0.7684	0.9332	0.9563	nan	0.8833	0.9878	0.9526	0.8504	0.9919	0.8814	0.9857	0.9498	0.8055	0.9877
0.0182	12.52	8240	0.0778	0.7610	0.9224	0.9593	nan	0.8673	0.9740	0.9616	0.8183	0.9907	0.8659	0.9737	0.9560	0.7827	0.9874
0.0419	12.55	8260	0.0714	0.7573	0.9185	0.9638	nan	0.8873	0.9890	0.9639	0.7616	0.9907	0.8850	0.9886	0.9608	0.7218	0.9873
0.0078	12.58	8280	0.0729	0.7498	0.9086	0.9540	nan	0.8498	0.9900	0.9533	0.7575	0.9924	0.8473	0.9892	0.9509	0.7240	0.9873
0.0078	12.61	8300	0.0729	0.7606	0.9216	0.9663	nan	0.8691	0.9909	0.9695	0.7862	0.9922	0.8681	0.9902	0.9653	0.7520	0.9881
0.0058	12.64	8320	0.0660	0.7532	0.9109	0.9647	nan	0.8809	0.9881	0.9668	0.7294	0.9892	0.8798	0.9877	0.9628	0.7023	0.9865
0.0084	12.67	8340	0.0644	0.7463	0.9021	0.9685	nan	0.8781	0.9897	0.9722	0.6787	0.9921	0.8763	0.9893	0.9684	0.6546	0.9893
0.0183	12.71	8360	0.0700	0.7411	0.8966	0.9620	nan	0.8794	0.9860	0.9617	0.6607	0.9954	0.8767	0.9857	0.9588	0.6386	0.9871
0.0057	12.74	8380	0.0758	0.7345	0.8886	0.9525	nan	0.8612	0.9884	0.9492	0.6487	0.9954	0.8587	0.9881	0.9466	0.6270	0.9867
0.0163	12.77	8400	0.0705	0.7382	0.8926	0.9630	nan	0.8541	0.9906	0.9673	0.6609	0.9900	0.8522	0.9901	0.9632	0.6359	0.9881
0.0647	12.8	8420	0.0663	0.7454	0.9016	0.9636	nan	0.8724	0.9886	0.9658	0.6903	0.9908	0.8703	0.9882	0.9621	0.6632	0.9885
0.0701	12.83	8440	0.0681	0.7485	0.9051	0.9611	nan	0.8382	0.9892	0.9658	0.7399	0.9923	0.8364	0.9887	0.9623	0.7148	0.9889
0.0083	12.86	8460	0.0707	0.7657	0.9277	0.9652	nan	0.8375	0.9885	0.9719	0.8481	0.9925	0.8366	0.9880	0.9661	0.8151	0.9883
0.0603	12.89	8480	0.0695	0.7677	0.9315	0.9558	nan	0.8471	0.9876	0.9573	0.8766	0.9888	0.8449	0.9869	0.9535	0.8351	0.9859
0.009	12.92	8500	0.0678	0.7717	0.9357	0.9672	nan	0.8729	0.9888	0.9711	0.8563	0.9895	0.8709	0.9884	0.9666	0.8171	0.9872
0.0161	12.95	8520	0.0721	0.7593	0.9230	0.9513	nan	0.8642	0.9856	0.9485	0.8278	0.9893	0.8611	0.9849	0.9451	0.7784	0.9866
0.0347	12.98	8540	0.0720	0.7473	0.9050	0.9580	nan	0.8355	0.9915	0.9617	0.7464	0.9900	0.8331	0.9899	0.9586	0.7160	0.9864
0.0677	13.01	8560	0.0651	0.7468	0.9065	0.9569	nan	0.8572	0.9912	0.9569	0.7355	0.9914	0.8535	0.9894	0.9548	0.6961	0.9869
0.0078	13.04	8580	0.0655	0.7556	0.9182	0.9645	nan	0.8675	0.9914	0.9673	0.7748	0.9903	0.8646	0.9903	0.9640	0.7277	0.9870
0.0096	13.07	8600	0.0682	0.7598	0.9220	0.9570	nan	0.8416	0.9866	0.9597	0.8314	0.9906	0.8400	0.9858	0.9565	0.7895	0.9869
0.0522	13.1	8620	0.0675	0.7577	0.9203	0.9521	nan	0.8626	0.9884	0.9495	0.8115	0.9893	0.8602	0.9854	0.9470	0.7679	0.9858
0.0203	13.13	8640	0.0656	0.7606	0.9247	0.9638	nan	0.8703	0.9880	0.9645	0.8036	0.9974	0.8677	0.9853	0.9621	0.7625	0.9860
0.0034	13.16	8660	0.0643	0.7579	0.9202	0.9651	nan	0.8584	0.9855	0.9703	0.7973	0.9897	0.8564	0.9844	0.9669	0.7529	0.9869
0.0106	13.19	8680	0.0635	0.7680	0.9328	0.9673	nan	0.8806	0.9906	0.9693	0.8315	0.9922	0.8788	0.9893	0.9660	0.7874	0.9864
0.0035	13.22	8700	0.0704	0.7616	0.9273	0.9524	nan	0.8642	0.9877	0.9492	0.8438	0.9917	0.8611	0.9870	0.9469	0.7886	0.9862
0.0135	13.25	8720	0.0685	0.7727	0.9389	0.9718	nan	0.8890	0.9906	0.9754	0.8485	0.9913	0.8853	0.9898	0.9727	0.7995	0.9888
0.0183	13.28	8740	0.0655	0.7527	0.9109	0.9511	nan	0.8842	0.9889	0.9442	0.7440	0.9933	0.8820	0.9881	0.9422	0.7163	0.9875
0.0098	13.31	8760	0.0664	0.7545	0.9130	0.9625	nan	0.8673	0.9886	0.9638	0.7515	0.9937	0.8661	0.9879	0.9607	0.7230	0.9893
0.0417	13.34	8780	0.0649	0.7607	0.9226	0.9691	nan	0.8773	0.9906	0.9722	0.7788	0.9942	0.8751	0.9894	0.9697	0.7406	0.9897
0.0186	13.37	8800	0.0741	0.7470	0.9051	0.9575	nan	0.8645	0.9869	0.9574	0.7253	0.9916	0.8626	0.9865	0.9547	0.6894	0.9889
0.0241	13.4	8820	0.0723	0.7586	0.9194	0.9649	nan	0.8569	0.9892	0.9688	0.7888	0.9933	0.8550	0.9886	0.9657	0.7522	0.9899
0.0036	13.43	8840	0.0656	0.7738	0.9401	0.9644	nan	0.8866	0.9894	0.9643	0.8686	0.9917	0.8850	0.9889	0.9607	0.8192	0.9888
0.0208	13.47	8860	0.0689	0.7734	0.9405	0.9708	nan	0.8573	0.9895	0.9776	0.8855	0.9927	0.8563	0.9889	0.9729	0.8326	0.9899
0.1381	13.5	8880	0.0661	0.7601	0.9220	0.9578	nan	0.8688	0.9895	0.9569	0.8040	0.9908	0.8666	0.9888	0.9542	0.7626	0.9881
0.0096	13.53	8900	0.0678	0.7544	0.9139	0.9601	nan	0.8426	0.9891	0.9641	0.7837	0.9902	0.8403	0.9885	0.9614	0.7489	0.9874
0.0087	13.56	8920	0.0705	0.7484	0.9079	0.9558	nan	0.8824	0.9900	0.9521	0.7235	0.9915	0.8785	0.9891	0.9509	0.6841	0.9876
0.0166	13.59	8940	0.0718	0.7452	0.9026	0.9573	nan	0.8212	0.9880	0.9633	0.7516	0.9889	0.8187	0.9871	0.9613	0.7177	0.9863
0.0084	13.62	8960	0.0722	0.7717	0.9336	0.9715	nan	0.8808	0.9869	0.9769	0.8337	0.9899	0.8787	0.9864	0.9732	0.8049	0.9871
0.0139	13.65	8980	0.0653	0.7558	0.9143	0.9589	nan	0.8590	0.9867	0.9605	0.7751	0.9903	0.8566	0.9861	0.9580	0.7468	0.9871
0.0024	13.68	9000	0.0668	0.7404	0.8947	0.9665	nan	0.8611	0.9892	0.9722	0.6620	0.9891	0.8588	0.9888	0.9682	0.6404	0.9864
0.0137	13.71	9020	0.0661	0.7712	0.9376	0.9617	nan	0.8569	0.9871	0.9645	0.8885	0.9910	0.8548	0.9867	0.9610	0.8358	0.9888
0.011	13.74	9040	0.0662	0.7714	0.9385	0.9641	nan	0.8533	0.9887	0.9684	0.8912	0.9908	0.8512	0.9882	0.9647	0.8353	0.9888
0.0051	13.77	9060	0.0692	0.7740	0.9399	0.9640	nan	0.8602	0.9902	0.9668	0.8898	0.9924	0.8583	0.9895	0.9633	0.8431	0.9896
0.0205	13.8	9080	0.0722	0.7683	0.9329	0.9624	nan	0.8312	0.9887	0.9689	0.8852	0.9905	0.8291	0.9882	0.9652	0.8394	0.9880
0.0539	13.83	9100	0.0680	0.7709	0.9371	0.9561	nan	0.8656	0.9889	0.9540	0.8841	0.9931	0.8622	0.9882	0.9518	0.8343	0.9890
0.008	13.86	9120	0.0695	0.7764	0.9415	0.9682	nan	0.8877	0.9893	0.9699	0.8689	0.9917	0.8860	0.9887	0.9663	0.8285	0.9890
0.0497	13.89	9140	0.0680	0.7707	0.9341	0.9650	nan	0.8737	0.9857	0.9673	0.8514	0.9922	0.8717	0.9853	0.9642	0.8141	0.9890
0.137	13.92	9160	0.0661	0.7708	0.9373	0.9634	nan	0.8703	0.9879	0.9651	0.8716	0.9918	0.8673	0.9871	0.9622	0.8189	0.9891
0.0151	13.95	9180	0.0680	0.7653	0.9272	0.9581	nan	0.8647	0.9886	0.9574	0.8324	0.9929	0.8621	0.9877	0.9548	0.7974	0.9895
0.0073	13.98	9200	0.0697	0.7721	0.9351	0.9608	nan	0.8841	0.9877	0.9596	0.8533	0.9909	0.8815	0.9870	0.9565	0.8191	0.9882
0.0283	14.01	9220	0.0717	0.7655	0.9282	0.9527	nan	0.8607	0.9898	0.9500	0.8495	0.9911	0.8574	0.9849	0.9481	0.8152	0.9877
0.0113	14.04	9240	0.0701	0.7642	0.9255	0.9590	nan	0.8475	0.9855	0.9621	0.8418	0.9905	0.8453	0.9840	0.9594	0.8095	0.9873
0.014	14.07	9260	0.0694	0.7660	0.9272	0.9559	nan	0.8744	0.9873	0.9544	0.8328	0.9870	0.8724	0.9869	0.9517	0.7997	0.9851
0.0111	14.1	9280	0.0693	0.7672	0.9269	0.9567	nan	0.8767	0.9891	0.9544	0.8244	0.9898	0.8753	0.9885	0.9513	0.8004	0.9875
0.0052	14.13	9300	0.0922	0.7648	0.9287	0.9521	nan	0.8599	0.9884	0.9493	0.8553	0.9906	0.8571	0.9877	0.9468	0.8090	0.9882
0.02	14.16	9320	0.0797	0.7683	0.9321	0.9583	nan	0.8706	0.9876	0.9572	0.8530	0.9922	0.8681	0.9870	0.9546	0.8107	0.9892
0.0255	14.19	9340	0.0747	0.7673	0.9330	0.9545	nan	0.8749	0.9889	0.9503	0.8576	0.9933	0.8725	0.9882	0.9476	0.8056	0.9901
0.0086	14.22	9360	0.0715	0.7692	0.9350	0.9667	nan	0.8565	0.9892	0.9717	0.8657	0.9919	0.8545	0.9882	0.9682	0.8149	0.9895
0.0176	14.26	9380	0.0700	0.7679	0.9328	0.9612	nan	0.8660	0.9866	0.9624	0.8569	0.9922	0.8632	0.9856	0.9595	0.8100	0.9894
0.0573	14.29	9400	0.0697	0.7644	0.9285	0.9589	nan	0.8414	0.9899	0.9618	0.8582	0.9914	0.8390	0.9888	0.9587	0.8113	0.9888
0.0173	14.32	9420	0.0692	0.7661	0.9312	0.9631	nan	0.8511	0.9899	0.9683	0.8603	0.9863	0.8494	0.9890	0.9643	0.8094	0.9847
0.0125	14.35	9440	0.0727	0.7667	0.9320	0.9565	nan	0.8573	0.9885	0.9562	0.8664	0.9915	0.8539	0.9878	0.9537	0.8158	0.9891
0.01	14.38	9460	0.0720	0.7705	0.9317	0.9635	nan	0.8930	0.9891	0.9628	0.8241	0.9895	0.8893	0.9886	0.9597	0.7983	0.9873
0.0101	14.41	9480	0.0766	0.7568	0.9146	0.9552	nan	0.8439	0.9891	0.9565	0.7938	0.9898	0.8416	0.9885	0.9531	0.7706	0.9870
0.0306	14.44	9500	0.0730	0.7626	0.9219	0.9624	nan	0.8635	0.9883	0.9651	0.8029	0.9899	0.8617	0.9878	0.9613	0.7776	0.9871
0.0145	14.47	9520	0.0683	0.7698	0.9366	0.9645	nan	0.8758	0.9894	0.9662	0.8612	0.9903	0.8737	0.9889	0.9628	0.8053	0.9880
0.0115	14.5	9540	0.0695	0.7704	0.9329	0.9668	nan	0.8789	0.9905	0.9693	0.8356	0.9902	0.8772	0.9898	0.9661	0.8019	0.9875
0.0336	14.53	9560	0.0771	0.7537	0.9120	0.9490	nan	0.8528	0.9888	0.9466	0.7844	0.9874	0.8503	0.9881	0.9442	0.7545	0.9849
0.0067	14.56	9580	0.0728	0.7651	0.9271	0.9606	nan	0.8921	0.9897	0.9592	0.8081	0.9864	0.8895	0.9893	0.9562	0.7714	0.9844
0.0072	14.59	9600	0.0730	0.7683	0.9326	0.9543	nan	0.8868	0.9898	0.9484	0.8449	0.9932	0.8831	0.9892	0.9463	0.8020	0.9895
0.0053	14.62	9620	0.0684	0.7714	0.9335	0.9668	nan	0.8862	0.9913	0.9676	0.8298	0.9926	0.8843	0.9903	0.9646	0.7996	0.9895
0.0118	14.65	9640	0.0681	0.7583	0.9182	0.9618	nan	0.8621	0.9886	0.9637	0.7842	0.9925	0.8599	0.9880	0.9609	0.7522	0.9892
0.066	14.68	9660	0.0718	0.7619	0.9218	0.9577	nan	0.8520	0.9911	0.9583	0.8149	0.9925	0.8494	0.9899	0.9555	0.7872	0.9894
0.022	14.71	9680	0.0706	0.7724	0.9360	0.9588	nan	0.9106	0.9881	0.9533	0.8381	0.9900	0.9069	0.9873	0.9507	0.8015	0.9877
0.0291	14.74	9700	0.0675	0.7727	0.9408	0.9622	nan	0.8984	0.9911	0.9596	0.8650	0.9900	0.8963	0.9900	0.9565	0.8051	0.9881
0.0117	14.77	9720	0.0683	0.7758	0.9423	0.9694	nan	0.9088	0.9895	0.9708	0.8577	0.9848	0.9056	0.9887	0.9670	0.8099	0.9835
0.0031	14.8	9740	0.0690	0.7701	0.9341	0.9730	nan	0.8604	0.9889	0.9807	0.8472	0.9931	0.8589	0.9880	0.9767	0.8068	0.9903
0.0378	14.83	9760	0.0649	0.7677	0.9327	0.9668	nan	0.8850	0.9862	0.9688	0.8320	0.9914	0.8827	0.9858	0.9654	0.7836	0.9889
0.0231	14.86	9780	0.0704	0.7671	0.9301	0.9622	nan	0.8648	0.9889	0.9636	0.8403	0.9932	0.8613	0.9884	0.9608	0.8019	0.9902
0.0073	14.89	9800	0.0728	0.7724	0.9369	0.9632	nan	0.8920	0.9862	0.9625	0.8530	0.9909	0.8881	0.9861	0.9591	0.8124	0.9888
0.0035	14.92	9820	0.0749	0.7481	0.9046	0.9533	nan	0.8848	0.9877	0.9483	0.7109	0.9914	0.8820	0.9874	0.9455	0.6855	0.9885
0.0109	14.95	9840	0.0723	0.7503	0.9067	0.9604	nan	0.8615	0.9886	0.9620	0.7300	0.9913	0.8592	0.9880	0.9590	0.7074	0.9879
2.2231	14.98	9860	0.0685	0.7509	0.9079	0.9638	nan	0.8755	0.9882	0.9660	0.7200	0.9901	0.8721	0.9878	0.9630	0.6950	0.9874
0.0253	15.02	9880	0.0783	0.7445	0.8996	0.9487	nan	0.8726	0.9899	0.9430	0.7022	0.9900	0.8702	0.9879	0.9407	0.6811	0.9870
0.0075	15.05	9900	0.0771	0.7484	0.9037	0.9614	nan	0.8897	0.9889	0.9614	0.6928	0.9857	0.8874	0.9885	0.9579	0.6734	0.9831
0.0237	15.08	9920	0.0724	0.7555	0.9134	0.9659	nan	0.8785	0.9886	0.9691	0.7430	0.9880	0.8763	0.9881	0.9651	0.7177	0.9857
0.0137	15.11	9940	0.0671	0.7673	0.9275	0.9668	nan	0.8859	0.9891	0.9678	0.8009	0.9940	0.8838	0.9886	0.9646	0.7775	0.9896
0.0061	15.14	9960	0.0696	0.7532	0.9116	0.9633	nan	0.8648	0.9888	0.9657	0.7463	0.9924	0.8625	0.9883	0.9627	0.7166	0.9890
0.0119	15.17	9980	0.0700	0.7709	0.9352	0.9616	nan	0.9071	0.9892	0.9569	0.8294	0.9936	0.9038	0.9887	0.9546	0.7886	0.9898
0.0074	15.2	10000	0.0694	0.7713	0.9341	0.9653	nan	0.8911	0.9867	0.9652	0.8346	0.9931	0.8892	0.9863	0.9624	0.8007	0.9894
0.0072	15.23	10020	0.0706	0.7764	0.9423	0.9660	nan	0.8924	0.9908	0.9654	0.8694	0.9933	0.8903	0.9902	0.9626	0.8252	0.9898
0.0116	15.26	10040	0.0720	0.7742	0.9425	0.9642	nan	0.8893	0.9898	0.9633	0.8777	0.9925	0.8871	0.9894	0.9606	0.8186	0.9896
0.1293	15.29	10060	0.0732	0.7704	0.9373	0.9602	nan	0.8596	0.9868	0.9619	0.8870	0.9911	0.8570	0.9864	0.9588	0.8316	0.9889
0.0082	15.32	10080	0.0737	0.7678	0.9342	0.9661	nan	0.8297	0.9875	0.9745	0.8871	0.9922	0.8281	0.9868	0.9710	0.8315	0.9893
0.0141	15.35	10100	0.0688	0.7774	0.9451	0.9675	nan	0.9120	0.9898	0.9674	0.8715	0.9850	0.9079	0.9893	0.9641	0.8194	0.9836
0.0216	15.38	10120	0.0691	0.7688	0.9332	0.9641	nan	0.8523	0.9885	0.9687	0.8655	0.9910	0.8496	0.9879	0.9657	0.8210	0.9884
0.0025	15.41	10140	0.0695	0.7701	0.9378	0.9558	nan	0.8837	0.9914	0.9505	0.8693	0.9943	0.8795	0.9902	0.9484	0.8125	0.9900
0.0086	15.44	10160	0.0704	0.7558	0.9192	0.9528	nan	0.8435	0.9874	0.9537	0.8238	0.9875	0.8421	0.9867	0.9505	0.7698	0.9858
0.0144	15.47	10180	0.0702	0.7667	0.9285	0.9617	nan	0.8672	0.9884	0.9629	0.8318	0.9922	0.8658	0.9875	0.9595	0.7982	0.9894
0.0419	15.5	10200	0.0735	0.7678	0.9310	0.9516	nan	0.8937	0.9901	0.9430	0.8337	0.9942	0.8898	0.9892	0.9411	0.7970	0.9895
0.0048	15.53	10220	0.0708	0.7614	0.9253	0.9630	nan	0.8622	0.9905	0.9664	0.8196	0.9876	0.8613	0.9788	0.9625	0.7797	0.9858
0.0048	15.56	10240	0.0713	0.7605	0.9237	0.9582	nan	0.8895	0.9832	0.9558	0.7995	0.9905	0.8847	0.9830	0.9532	0.7542	0.9881
0.0345	15.59	10260	0.0716	0.7679	0.9328	0.9650	nan	0.8750	0.9896	0.9667	0.8406	0.9922	0.8726	0.9890	0.9637	0.7928	0.9895
0.1273	15.62	10280	0.0738	0.7582	0.9193	0.9593	nan	0.8740	0.9897	0.9584	0.7826	0.9916	0.8719	0.9879	0.9553	0.7448	0.9891
0.0121	15.65	10300	0.0702	0.7687	0.9359	0.9627	nan	0.8849	0.9860	0.9623	0.8541	0.9923	0.8815	0.9845	0.9597	0.7973	0.9894
0.019	15.68	10320	0.0739	0.7648	0.9277	0.9630	nan	0.8402	0.9884	0.9684	0.8498	0.9916	0.8385	0.9870	0.9652	0.8098	0.9885
0.0132	15.71	10340	0.0774	0.7658	0.9272	0.9698	nan	0.8540	0.9883	0.9777	0.8263	0.9894	0.8527	0.9876	0.9737	0.7951	0.9855
0.0233	15.74	10360	0.0706	0.7593	0.9202	0.9622	nan	0.8519	0.9904	0.9655	0.8020	0.9914	0.8497	0.9897	0.9625	0.7659	0.9881
0.1128	15.78	10380	0.0710	0.7603	0.9212	0.9506	nan	0.8668	0.9899	0.9460	0.8124	0.9910	0.8631	0.9892	0.9438	0.7790	0.9865
0.0417	15.81	10400	0.0687	0.7703	0.9349	0.9627	nan	0.8721	0.9895	0.9648	0.8611	0.9869	0.8701	0.9886	0.9607	0.8172	0.9853
0.004	15.84	10420	0.0728	0.7659	0.9301	0.9522	nan	0.8624	0.9871	0.9485	0.8589	0.9938	0.8596	0.9864	0.9461	0.8142	0.9894
0.0391	15.87	10440	0.0742	0.7705	0.9357	0.9677	nan	0.8598	0.9915	0.9724	0.8624	0.9925	0.8579	0.9902	0.9689	0.8165	0.9897
0.0309	15.9	10460	0.0707	0.7689	0.9354	0.9572	nan	0.8706	0.9883	0.9562	0.8729	0.9889	0.8675	0.9873	0.9535	0.8185	0.9866
0.0029	15.93	10480	0.0684	0.7738	0.9406	0.9679	nan	0.8857	0.9893	0.9710	0.8699	0.9872	0.8838	0.9888	0.9668	0.8181	0.9852
0.0067	15.96	10500	0.0713	0.7674	0.9291	0.9658	nan	0.8611	0.9894	0.9707	0.8354	0.9887	0.8594	0.9883	0.9670	0.8039	0.9860
1.2739	15.99	10520	0.0747	0.7621	0.9222	0.9628	nan	0.8330	0.9875	0.9697	0.8305	0.9901	0.8310	0.9862	0.9665	0.8014	0.9874
0.0071	16.02	10540	0.0720	0.7647	0.9245	0.9579	nan	0.8584	0.9871	0.9594	0.8296	0.9879	0.8565	0.9864	0.9563	0.8035	0.9856
0.0357	16.05	10560	0.0767	0.7625	0.9224	0.9636	nan	0.8386	0.9866	0.9704	0.8270	0.9896	0.8374	0.9859	0.9661	0.7979	0.9876
0.0117	16.08	10580	0.0743	0.7551	0.9132	0.9623	nan	0.8645	0.9870	0.9646	0.7579	0.9920	0.8627	0.9862	0.9609	0.7320	0.9889
0.0118	16.11	10600	0.0672	0.7551	0.9111	0.9692	nan	0.8996	0.9901	0.9703	0.7035	0.9918	0.8971	0.9888	0.9669	0.6891	0.9889
0.0463	16.14	10620	0.0660	0.7431	0.8965	0.9636	nan	0.8683	0.9880	0.9662	0.6681	0.9919	0.8662	0.9861	0.9634	0.6546	0.9885
0.0061	16.17	10640	0.0738	0.7584	0.9196	0.9580	nan	0.8858	0.9904	0.9542	0.7739	0.9936	0.8830	0.9881	0.9518	0.7376	0.9900
0.0291	16.2	10660	0.0747	0.7453	0.9064	0.9604	nan	0.8539	0.9835	0.9646	0.7419	0.9884	0.8518	0.9828	0.9610	0.6895	0.9866
0.0109	16.23	10680	0.0724	0.7647	0.9279	0.9615	nan	0.8781	0.9876	0.9617	0.8216	0.9905	0.8765	0.9867	0.9581	0.7792	0.9877
0.0556	16.26	10700	0.0733	0.7600	0.9203	0.9641	nan	0.8837	0.9908	0.9666	0.7777	0.9830	0.8815	0.9896	0.9630	0.7448	0.9813
0.0224	16.29	10720	0.0739	0.7518	0.9101	0.9573	nan	0.8618	0.9905	0.9562	0.7477	0.9944	0.8598	0.9808	0.9545	0.7257	0.9902
0.0518	16.32	10740	0.0726	0.7546	0.9136	0.9603	nan	0.8858	0.9794	0.9599	0.7510	0.9918	0.8826	0.9790	0.9567	0.7208	0.9888
0.0107	16.35	10760	0.0827	0.7464	0.9036	0.9585	nan	0.8664	0.9862	0.9590	0.7152	0.9912	0.8648	0.9854	0.9558	0.6844	0.9883
0.0097	16.38	10780	0.0841	0.7526	0.9102	0.9553	nan	0.8913	0.9898	0.9495	0.7267	0.9940	0.8891	0.9883	0.9469	0.7006	0.9907
0.0121	16.41	10800	0.0816	0.7471	0.9115	0.9519	nan	0.8510	0.9897	0.9501	0.7755	0.9913	0.8493	0.9886	0.9474	0.7081	0.9891
0.0048	16.44	10820	0.0820	0.7571	0.9194	0.9570	nan	0.8797	0.9896	0.9542	0.7824	0.9914	0.8775	0.9886	0.9510	0.7360	0.9893
0.0063	16.47	10840	0.0746	0.7679	0.9292	0.9642	nan	0.8835	0.9898	0.9643	0.8157	0.9927	0.8821	0.9891	0.9612	0.7851	0.9898
0.0406	16.5	10860	0.0741	0.7713	0.9372	0.9638	nan	0.8790	0.9902	0.9646	0.8617	0.9905	0.8770	0.9893	0.9616	0.8114	0.9885
0.0392	16.53	10880	0.0743	0.7671	0.9317	0.9647	nan	0.8697	0.9860	0.9673	0.8432	0.9922	0.8674	0.9855	0.9643	0.7955	0.9898
0.0102	16.57	10900	0.0800	0.7547	0.9122	0.9556	nan	0.8663	0.9888	0.9545	0.7619	0.9895	0.8648	0.9880	0.9516	0.7371	0.9865
0.0249	16.6	10920	0.0728	0.7700	0.9337	0.9607	nan	0.8722	0.9878	0.9611	0.8569	0.9903	0.8707	0.9867	0.9577	0.8164	0.9884
0.044	16.63	10940	0.0726	0.7673	0.9314	0.9610	nan	0.8711	0.9876	0.9619	0.8467	0.9895	0.8690	0.9864	0.9589	0.8018	0.9876
0.0087	16.66	10960	0.0778	0.7599	0.9226	0.9546	nan	0.8520	0.9900	0.9555	0.8300	0.9856	0.8500	0.9885	0.9526	0.7839	0.9842
0.006	16.69	10980	0.0722	0.7695	0.9358	0.9618	nan	0.8993	0.9905	0.9592	0.8406	0.9892	0.8967	0.9890	0.9567	0.7874	0.9873
0.0049	16.72	11000	0.0756	0.7642	0.9273	0.9620	nan	0.8801	0.9901	0.9614	0.8130	0.9919	0.8782	0.9887	0.9590	0.7702	0.9891
0.0098	16.75	11020	0.0742	0.7569	0.9176	0.9616	nan	0.8736	0.9875	0.9632	0.7757	0.9881	0.8721	0.9868	0.9601	0.7365	0.9861
0.028	16.78	11040	0.1066	0.7567	0.9192	0.9528	nan	0.8817	0.9881	0.9473	0.7864	0.9927	0.8793	0.9874	0.9446	0.7391	0.9900
0.0101	16.81	11060	0.0816	0.7614	0.9240	0.9566	nan	0.8748	0.9874	0.9548	0.8128	0.9901	0.8731	0.9868	0.9513	0.7693	0.9881
0.0096	16.84	11080	0.0780	0.7529	0.9127	0.9525	nan	0.8586	0.9888	0.9504	0.7753	0.9905	0.8569	0.9881	0.9478	0.7363	0.9880
0.0061	16.87	11100	0.0746	0.7604	0.9211	0.9652	nan	0.8804	0.9885	0.9669	0.7786	0.9910	0.8779	0.9877	0.9641	0.7448	0.9879
0.0107	16.9	11120	0.0797	0.7575	0.9191	0.9456	nan	0.8758	0.9885	0.9373	0.8028	0.9912	0.8731	0.9878	0.9352	0.7603	0.9885
0.0534	16.93	11140	0.0743	0.7666	0.9300	0.9613	nan	0.8901	0.9899	0.9591	0.8190	0.9917	0.8878	0.9891	0.9566	0.7767	0.9894
0.097	16.96	11160	0.0771	0.7642	0.9260	0.9500	nan	0.8910	0.9885	0.9427	0.8186	0.9890	0.8886	0.9880	0.9404	0.7818	0.9866
0.0046	16.99	11180	0.0729	0.7731	0.9376	0.9717	nan	0.8709	0.9879	0.9782	0.8610	0.9899	0.8692	0.9872	0.9746	0.8191	0.9882
0.0104	17.02	11200	0.0782	0.7650	0.9256	0.9692	nan	0.8614	0.9877	0.9771	0.8171	0.9849	0.8597	0.9869	0.9723	0.7878	0.9835
0.0061	17.05	11220	0.0713	0.7677	0.9284	0.9595	nan	0.8838	0.9880	0.9581	0.8229	0.9893	0.8813	0.9874	0.9551	0.7948	0.9873
0.0049	17.08	11240	0.0669	0.7741	0.9367	0.9639	nan	0.8929	0.9900	0.9630	0.8468	0.9905	0.8895	0.9891	0.9605	0.8167	0.9886
0.014	17.11	11260	0.0669	0.7705	0.9337	0.9647	nan	0.8787	0.9873	0.9674	0.8479	0.9870	0.8758	0.9865	0.9644	0.8108	0.9857
0.0026	17.14	11280	0.0681	0.7716	0.9361	0.9654	nan	0.8798	0.9904	0.9672	0.8537	0.9894	0.8779	0.9897	0.9638	0.8101	0.9879
0.0844	17.17	11300	0.0708	0.7690	0.9320	0.9537	nan	0.8852	0.9903	0.9479	0.8442	0.9923	0.8820	0.9896	0.9455	0.8072	0.9896
0.0351	17.2	11320	0.0717	0.7723	0.9357	0.9651	nan	0.8803	0.9920	0.9658	0.8486	0.9919	0.8771	0.9911	0.9629	0.8133	0.9894
0.0082	17.23	11340	0.0697	0.7699	0.9336	0.9626	nan	0.8770	0.9907	0.9633	0.8475	0.9896	0.8744	0.9900	0.9604	0.8072	0.9876
0.0567	17.26	11360	0.0714	0.7693	0.9327	0.9595	nan	0.8872	0.9886	0.9563	0.8374	0.9938	0.8847	0.9880	0.9542	0.7986	0.9905
0.0157	17.29	11380	0.0717	0.7682	0.9304	0.9568	nan	0.8978	0.9877	0.9515	0.8230	0.9920	0.8949	0.9871	0.9495	0.7888	0.9891
0.0621	17.33	11400	0.0707	0.7689	0.9336	0.9630	nan	0.8811	0.9924	0.9628	0.8411	0.9906	0.8782	0.9915	0.9600	0.7951	0.9888
0.0061	17.36	11420	0.0741	0.7725	0.9390	0.9649	nan	0.8878	0.9886	0.9645	0.8602	0.9940	0.8844	0.9880	0.9619	0.8106	0.9900
0.004	17.39	11440	0.0752	0.7700	0.9424	0.9623	nan	0.8952	0.9897	0.9602	0.8762	0.9905	0.8907	0.9890	0.9575	0.7947	0.9880
0.0076	17.42	11460	0.0730	0.7675	0.9331	0.9601	nan	0.8776	0.9892	0.9605	0.8529	0.9853	0.8746	0.9885	0.9571	0.8007	0.9840
0.0083	17.45	11480	0.0761	0.7657	0.9263	0.9636	nan	0.8829	0.9882	0.9641	0.8051	0.9910	0.8803	0.9875	0.9607	0.7771	0.9885
0.0105	17.48	11500	0.0722	0.7676	0.9287	0.9665	nan	0.8739	0.9867	0.9697	0.8214	0.9917	0.8713	0.9860	0.9667	0.7925	0.9890
0.0067	17.51	11520	0.0694	0.7731	0.9359	0.9670	nan	0.8908	0.9902	0.9677	0.8394	0.9915	0.8877	0.9894	0.9650	0.8077	0.9889
0.0082	17.54	11540	0.0748	0.7636	0.9254	0.9519	nan	0.8646	0.9872	0.9479	0.8336	0.9940	0.8618	0.9863	0.9458	0.7977	0.9898
0.0155	17.57	11560	0.0695	0.7741	0.9391	0.9635	nan	0.8857	0.9892	0.9636	0.8672	0.9897	0.8828	0.9884	0.9605	0.8250	0.9880
0.0057	17.6	11580	0.0730	0.7721	0.9376	0.9669	nan	0.8565	0.9891	0.9721	0.8785	0.9918	0.8539	0.9881	0.9689	0.8321	0.9899
0.0246	17.63	11600	0.0695	0.7732	0.9432	0.9649	nan	0.8963	0.9877	0.9644	0.8774	0.9900	0.8929	0.9771	0.9619	0.8193	0.9880
0.0445	17.66	11620	0.0716	0.7702	0.9349	0.9593	nan	0.8757	0.9888	0.9579	0.8602	0.9920	0.8730	0.9882	0.9552	0.8148	0.9897
0.014	17.69	11640	0.0730	0.7733	0.9373	0.9653	nan	0.8812	0.9902	0.9664	0.8579	0.9910	0.8788	0.9882	0.9634	0.8204	0.9888
0.012	17.72	11660	0.0758	0.7683	0.9313	0.9648	nan	0.8651	0.9883	0.9695	0.8482	0.9856	0.8630	0.9876	0.9660	0.8092	0.9842
0.0121	17.75	11680	0.0792	0.7702	0.9357	0.9671	nan	0.8694	0.9832	0.9727	0.8655	0.9876	0.8672	0.9826	0.9685	0.8168	0.9861
0.0266	17.78	11700	0.0766	0.7693	0.9344	0.9604	nan	0.8720	0.9774	0.9620	0.8700	0.9904	0.8697	0.9767	0.9579	0.8227	0.9887
0.0399	17.81	11720	0.0773	0.7721	0.9378	0.9655	nan	0.8681	0.9710	0.9712	0.8881	0.9904	0.8664	0.9701	0.9667	0.8406	0.9886
0.0583	17.84	11740	0.0763	0.7704	0.9328	0.9658	nan	0.8642	0.9811	0.9710	0.8577	0.9903	0.8631	0.9801	0.9665	0.8245	0.9884
0.0132	17.87	11760	0.0740	0.7709	0.9390	0.9643	nan	0.8654	0.9832	0.9686	0.8893	0.9884	0.8639	0.9823	0.9645	0.8277	0.9870
0.0151	17.9	11780	0.0780	0.7641	0.9312	0.9574	nan	0.8355	0.9832	0.9613	0.8855	0.9907	0.8341	0.9824	0.9571	0.8225	0.9886
0.0751	17.93	11800	0.0819	0.7650	0.9329	0.9521	nan	0.8426	0.9850	0.9521	0.8945	0.9904	0.8404	0.9837	0.9485	0.8298	0.9877
0.0088	17.96	11820	0.0832	0.7724	0.9393	0.9638	nan	0.8669	0.9857	0.9669	0.8872	0.9900	0.8654	0.9845	0.9626	0.8340	0.9880
0.0132	17.99	11840	0.0815	0.7714	0.9381	0.9597	nan	0.8628	0.9847	0.9607	0.8905	0.9918	0.8613	0.9838	0.9574	0.8365	0.9895
0.0358	18.02	11860	0.0845	0.7704	0.9342	0.9599	nan	0.8691	0.9870	0.9602	0.8633	0.9913	0.8667	0.9861	0.9566	0.8236	0.9891
0.0117	18.05	11880	0.0789	0.7564	0.9154	0.9627	nan	0.8573	0.9814	0.9687	0.7852	0.9845	0.8564	0.9807	0.9636	0.7544	0.9835
0.0119	18.09	11900	0.0988	0.7579	0.9160	0.9505	nan	0.8914	0.9903	0.9433	0.7665	0.9887	0.8885	0.9891	0.9409	0.7433	0.9859
0.0094	18.12	11920	0.0778	0.7459	0.9011	0.9643	nan	0.8682	0.9846	0.9703	0.7006	0.9816	0.8663	0.9838	0.9666	0.6792	0.9796
0.023	18.15	11940	0.0724	0.7511	0.9088	0.9589	nan	0.8774	0.9866	0.9600	0.7367	0.9832	0.8748	0.9858	0.9569	0.7074	0.9815
0.0104	18.18	11960	0.0661	0.7577	0.9170	0.9685	nan	0.8606	0.9895	0.9754	0.7725	0.9874	0.8588	0.9884	0.9717	0.7418	0.9856
0.0103	18.21	11980	0.0658	0.7591	0.9191	0.9650	nan	0.8797	0.9883	0.9670	0.7701	0.9902	0.8765	0.9876	0.9642	0.7383	0.9884
0.0144	18.24	12000	0.0692	0.7548	0.9127	0.9623	nan	0.8685	0.9911	0.9631	0.7474	0.9936	0.8661	0.9901	0.9605	0.7213	0.9908
0.0134	18.27	12020	0.0671	0.7606	0.9219	0.9677	nan	0.8953	0.9928	0.9689	0.7638	0.9888	0.8923	0.9917	0.9660	0.7262	0.9873
0.0121	18.3	12040	0.0688	0.7512	0.9094	0.9652	nan	0.8666	0.9920	0.9681	0.7278	0.9923	0.8643	0.9910	0.9656	0.6966	0.9899
0.0033	18.33	12060	0.0688	0.7480	0.9047	0.9645	nan	0.8789	0.9887	0.9669	0.7004	0.9885	0.8766	0.9878	0.9640	0.6725	0.9867
0.0237	18.36	12080	0.0740	0.7421	0.8975	0.9608	nan	0.8448	0.9916	0.9657	0.6982	0.9870	0.8430	0.9904	0.9627	0.6714	0.9854
0.0241	18.39	12100	0.0746	0.7472	0.9040	0.9636	nan	0.8453	0.9920	0.9685	0.7224	0.9920	0.8436	0.9907	0.9660	0.6946	0.9886
0.0074	18.42	12120	0.0673	0.7615	0.9217	0.9676	nan	0.8892	0.9881	0.9694	0.7705	0.9913	0.8875	0.9875	0.9664	0.7383	0.9890
0.006	18.45	12140	0.0712	0.7696	0.9337	0.9699	nan	0.8690	0.9903	0.9746	0.8415	0.9934	0.8675	0.9894	0.9712	0.7983	0.9910
0.0046	18.48	12160	0.0746	0.7662	0.9286	0.9666	nan	0.8727	0.9878	0.9699	0.8208	0.9916	0.8708	0.9872	0.9667	0.7830	0.9895
0.0024	18.51	12180	0.0755	0.7605	0.9218	0.9617	nan	0.8786	0.9898	0.9607	0.7857	0.9943	0.8762	0.9891	0.9583	0.7484	0.9912
0.0096	18.54	12200	0.0726	0.7637	0.9260	0.9682	nan	0.8808	0.9882	0.9706	0.7955	0.9947	0.8790	0.9876	0.9676	0.7565	0.9917
0.0056	18.57	12220	0.0729	0.7636	0.9270	0.9639	nan	0.8745	0.9902	0.9658	0.8150	0.9894	0.8721	0.9863	0.9633	0.7721	0.9874
0.0187	18.6	12240	0.0805	0.7620	0.9236	0.9627	nan	0.8739	0.9887	0.9647	0.8030	0.9878	0.8718	0.9855	0.9616	0.7671	0.9860
0.0088	18.63	12260	0.0808	0.7647	0.9262	0.9607	nan	0.8714	0.9890	0.9609	0.8181	0.9915	0.8691	0.9881	0.9581	0.7842	0.9888
0.0125	18.66	12280	0.0800	0.7550	0.9126	0.9599	nan	0.8601	0.9897	0.9615	0.7614	0.9906	0.8579	0.9890	0.9587	0.7363	0.9881
0.0223	18.69	12300	0.0781	0.7510	0.9078	0.9606	nan	0.8562	0.9874	0.9642	0.7439	0.9870	0.8542	0.9869	0.9612	0.7187	0.9849
0.0704	18.72	12320	0.1032	0.7555	0.9153	0.9503	nan	0.8663	0.9893	0.9459	0.7841	0.9907	0.8639	0.9882	0.9432	0.7498	0.9880
0.0367	18.75	12340	0.1004	0.7631	0.9248	0.9502	nan	0.8768	0.9890	0.9448	0.8249	0.9888	0.8746	0.9882	0.9417	0.7873	0.9869
0.0416	18.78	12360	0.0844	0.7706	0.9346	0.9582	nan	0.8947	0.9880	0.9537	0.8437	0.9925	0.8923	0.9876	0.9509	0.8032	0.9899
0.0132	18.81	12380	0.0834	0.7713	0.9354	0.9624	nan	0.8772	0.9897	0.9620	0.8550	0.9934	0.8751	0.9893	0.9589	0.8137	0.9906
0.0077	18.84	12400	0.0872	0.7572	0.9158	0.9555	nan	0.8438	0.9895	0.9575	0.8007	0.9876	0.8413	0.9890	0.9548	0.7728	0.9854
0.0148	18.88	12420	0.0796	0.7682	0.9302	0.9632	nan	0.8817	0.9871	0.9649	0.8305	0.9866	0.8800	0.9868	0.9614	0.7962	0.9848
0.0637	18.91	12440	0.0777	0.7731	0.9407	0.9577	nan	0.8946	0.9906	0.9528	0.8738	0.9917	0.8923	0.9891	0.9503	0.8183	0.9888
0.0079	18.94	12460	0.0776	0.7694	0.9405	0.9620	nan	0.8877	0.9893	0.9624	0.8787	0.9846	0.8860	0.9883	0.9588	0.7999	0.9834
0.0078	18.97	12480	0.0800	0.7727	0.9428	0.9627	nan	0.8893	0.9900	0.9617	0.8828	0.9901	0.8874	0.9891	0.9587	0.8128	0.9880
0.0044	19.0	12500	0.0753	0.7691	0.9463	0.9643	nan	0.8805	0.9886	0.9650	0.9059	0.9912	0.8786	0.9878	0.9621	0.7969	0.9890
0.0046	19.03	12520	0.0774	0.7738	0.9495	0.9697	nan	0.8859	0.9906	0.9723	0.9072	0.9916	0.8845	0.9892	0.9687	0.8109	0.9894
0.0027	19.06	12540	0.0760	0.7711	0.9343	0.9577	nan	0.8837	0.9884	0.9546	0.8533	0.9918	0.8815	0.9874	0.9520	0.8165	0.9894
0.0291	19.09	12560	0.0749	0.7737	0.9353	0.9662	nan	0.8840	0.9898	0.9680	0.8451	0.9895	0.8826	0.9889	0.9640	0.8192	0.9877
0.004	19.12	12580	0.0765	0.7701	0.9314	0.9638	nan	0.8634	0.9876	0.9668	0.8474	0.9917	0.8619	0.9868	0.9631	0.8195	0.9893
0.0026	19.15	12600	0.0776	0.7687	0.9307	0.9627	nan	0.8809	0.9904	0.9621	0.8272	0.9927	0.8779	0.9892	0.9593	0.7956	0.9900
0.0388	19.18	12620	0.0758	0.7671	0.9289	0.9644	nan	0.8857	0.9903	0.9640	0.8108	0.9935	0.8832	0.9889	0.9611	0.7787	0.9904
0.0271	19.21	12640	0.0676	0.7731	0.9357	0.9679	nan	0.8941	0.9884	0.9688	0.8347	0.9925	0.8915	0.9878	0.9653	0.8044	0.9898
0.0476	19.24	12660	0.0711	0.7639	0.9230	0.9609	nan	0.8656	0.9894	0.9626	0.8080	0.9893	0.8639	0.9887	0.9590	0.7847	0.9873
0.0264	19.27	12680	0.0713	0.7668	0.9404	0.9671	nan	0.8855	0.9903	0.9707	0.8729	0.9825	0.8833	0.9896	0.9666	0.7793	0.9817
0.0087	19.3	12700	0.0708	0.7618	0.9310	0.9592	nan	0.8718	0.9893	0.9594	0.8469	0.9876	0.8690	0.9882	0.9564	0.7710	0.9863
0.0052	19.33	12720	0.0722	0.7676	0.9323	0.9593	nan	0.8725	0.9900	0.9596	0.8528	0.9869	0.8697	0.9889	0.9565	0.8051	0.9854
0.0074	19.36	12740	0.0730	0.7740	0.9379	0.9621	nan	0.8903	0.9903	0.9610	0.8596	0.9884	0.8878	0.9895	0.9575	0.8225	0.9867
0.0062	19.39	12760	0.0744	0.7700	0.9315	0.9626	nan	0.8845	0.9889	0.9625	0.8320	0.9899	0.8826	0.9883	0.9589	0.8023	0.9878
0.0103	19.42	12780	0.0714	0.7722	0.9350	0.9652	nan	0.8838	0.9896	0.9665	0.8453	0.9896	0.8821	0.9889	0.9627	0.8116	0.9877
0.0309	19.45	12800	0.0745	0.7659	0.9258	0.9588	nan	0.8799	0.9878	0.9572	0.8133	0.9910	0.8780	0.9873	0.9541	0.7875	0.9885
0.0434	19.48	12820	0.0777	0.7666	0.9295	0.9599	nan	0.8744	0.9873	0.9598	0.8357	0.9900	0.8724	0.9868	0.9565	0.7959	0.9882
0.0421	19.51	12840	0.0729	0.7704	0.9366	0.9621	nan	0.8862	0.9886	0.9608	0.8551	0.9924	0.8826	0.9880	0.9583	0.8039	0.9897
0.0088	19.54	12860	0.0769	0.7667	0.9314	0.9536	nan	0.8829	0.9884	0.9500	0.8502	0.9853	0.8806	0.9876	0.9472	0.8011	0.9837
0.0027	19.57	12880	0.0741	0.7719	0.9380	0.9643	nan	0.8964	0.9868	0.9650	0.8566	0.9850	0.8940	0.9862	0.9620	0.8059	0.9834
0.0092	19.6	12900	0.0767	0.7629	0.9229	0.9586	nan	0.8628	0.9865	0.9603	0.8180	0.9872	0.8614	0.9858	0.9570	0.7883	0.9852
0.0128	19.64	12920	0.0729	0.7717	0.9347	0.9651	nan	0.8947	0.9891	0.9650	0.8354	0.9894	0.8919	0.9886	0.9620	0.8006	0.9873
0.0139	19.67	12940	0.0707	0.7720	0.9338	0.9625	nan	0.8978	0.9874	0.9612	0.8345	0.9880	0.8955	0.9869	0.9583	0.8050	0.9861
0.008	19.7	12960	0.0738	0.7703	0.9307	0.9695	nan	0.9130	0.9880	0.9694	0.7925	0.9906	0.9096	0.9875	0.9667	0.7700	0.9881
0.0041	19.73	12980	0.0799	0.7533	0.9092	0.9673	nan	0.8897	0.9900	0.9697	0.7086	0.9883	0.8876	0.9888	0.9661	0.6914	0.9859
0.0081	19.76	13000	0.0753	0.7551	0.9159	0.9643	nan	0.9014	0.9875	0.9646	0.7414	0.9847	0.8988	0.9870	0.9611	0.7005	0.9833
0.0226	19.79	13020	0.0710	0.7705	0.9343	0.9718	nan	0.9062	0.9886	0.9737	0.8128	0.9903	0.9042	0.9882	0.9696	0.7728	0.9884
0.0063	19.82	13040	0.0779	0.7554	0.9147	0.9654	nan	0.8747	0.9894	0.9679	0.7503	0.9910	0.8726	0.9887	0.9649	0.7179	0.9881
0.0214	19.85	13060	0.0820	0.7544	0.9142	0.9577	nan	0.8971	0.9899	0.9534	0.7403	0.9902	0.8922	0.9884	0.9511	0.7089	0.9857
0.049	19.88	13080	0.0745	0.7610	0.9200	0.9661	nan	0.8855	0.9910	0.9669	0.7637	0.9929	0.8823	0.9897	0.9639	0.7413	0.9889
0.0078	19.91	13100	0.0751	0.7595	0.9181	0.9615	nan	0.9037	0.9869	0.9594	0.7529	0.9876	0.9007	0.9862	0.9568	0.7286	0.9849
0.0036	19.94	13120	0.0808	0.7585	0.9182	0.9582	nan	0.8981	0.9884	0.9551	0.7629	0.9865	0.8956	0.9876	0.9525	0.7314	0.9840
0.005	19.97	13140	0.0791	0.7681	0.9298	0.9638	nan	0.8892	0.9886	0.9637	0.8177	0.9899	0.8872	0.9878	0.9606	0.7855	0.9873
0.0071	20.0	13160	0.0784	0.7666	0.9294	0.9607	nan	0.8830	0.9897	0.9589	0.8229	0.9927	0.8804	0.9888	0.9562	0.7853	0.9888
0.0053	20.03	13180	0.0766	0.7595	0.9192	0.9638	nan	0.8836	0.9882	0.9649	0.7704	0.9891	0.8808	0.9874	0.9620	0.7403	0.9864
0.0345	20.06	13200	0.0907	0.7423	0.8976	0.9495	nan	0.8555	0.9895	0.9472	0.7089	0.9870	0.8529	0.9888	0.9447	0.6829	0.9846
0.0035	20.09	13220	0.0784	0.7579	0.9190	0.9593	nan	0.8780	0.9906	0.9576	0.7768	0.9921	0.8750	0.9900	0.9549	0.7382	0.9894
0.008	20.12	13240	0.0780	0.7655	0.9281	0.9607	nan	0.8956	0.9883	0.9578	0.8072	0.9916	0.8934	0.9878	0.9550	0.7678	0.9892
0.0051	20.15	13260	0.0759	0.7703	0.9348	0.9680	nan	0.9004	0.9893	0.9681	0.8245	0.9919	0.8980	0.9887	0.9652	0.7800	0.9896
0.036	20.18	13280	0.0743	0.7658	0.9290	0.9645	nan	0.9018	0.9912	0.9626	0.7985	0.9910	0.8998	0.9903	0.9595	0.7561	0.9892
0.0056	20.21	13300	0.0724	0.7674	0.9306	0.9635	nan	0.9009	0.9890	0.9612	0.8100	0.9917	0.8978	0.9883	0.9584	0.7703	0.9897
0.009	20.24	13320	0.0714	0.7645	0.9280	0.9668	nan	0.8813	0.9887	0.9708	0.8144	0.9846	0.8794	0.9881	0.9671	0.7688	0.9835
0.0071	20.27	13340	0.0762	0.7489	0.9048	0.9549	nan	0.8903	0.9903	0.9502	0.7036	0.9898	0.8883	0.9896	0.9475	0.6806	0.9872
0.0049	20.3	13360	0.0754	0.7537	0.9111	0.9662	nan	0.8794	0.9900	0.9688	0.7270	0.9900	0.8779	0.9891	0.9655	0.7021	0.9879
0.047	20.33	13380	0.0762	0.7640	0.9258	0.9645	nan	0.8878	0.9862	0.9664	0.8026	0.9860	0.8852	0.9858	0.9634	0.7650	0.9843
0.0151	20.36	13400	0.0794	0.7699	0.9338	0.9592	nan	0.8878	0.9896	0.9563	0.8437	0.9916	0.8846	0.9886	0.9538	0.8035	0.9887
0.0163	20.4	13420	0.0779	0.7718	0.9370	0.9602	nan	0.8774	0.9868	0.9596	0.8706	0.9907	0.8744	0.9861	0.9568	0.8257	0.9878
0.0051	20.43	13440	0.0771	0.7664	0.9296	0.9563	nan	0.8855	0.9888	0.9534	0.8333	0.9871	0.8827	0.9881	0.9506	0.7918	0.9852
0.0042	20.46	13460	0.0816	0.7676	0.9312	0.9531	nan	0.8797	0.9879	0.9474	0.8464	0.9946	0.8765	0.9874	0.9451	0.8065	0.9901
0.0022	20.49	13480	0.0725	0.7720	0.9364	0.9650	nan	0.8840	0.9883	0.9658	0.8522	0.9919	0.8813	0.9878	0.9626	0.8109	0.9896
0.0566	20.52	13500	0.0739	0.7746	0.9373	0.9649	nan	0.8985	0.9915	0.9629	0.8409	0.9928	0.8954	0.9908	0.9600	0.8116	0.9901
0.0069	20.55	13520	0.0752	0.7674	0.9299	0.9609	nan	0.8932	0.9881	0.9594	0.8209	0.9880	0.8903	0.9877	0.9564	0.7839	0.9863
0.0068	20.58	13540	0.0754	0.7744	0.9366	0.9686	nan	0.9023	0.9897	0.9689	0.8307	0.9912	0.8994	0.9892	0.9660	0.8030	0.9889
0.0612	20.61	13560	0.0747	0.7758	0.9396	0.9680	nan	0.8897	0.9880	0.9698	0.8592	0.9914	0.8870	0.9873	0.9668	0.8243	0.9892
0.0121	20.64	13580	0.0793	0.7697	0.9324	0.9554	nan	0.8797	0.9873	0.9517	0.8516	0.9917	0.8768	0.9866	0.9495	0.8167	0.9890
0.0983	20.67	13600	0.0817	0.7721	0.9342	0.9604	nan	0.8813	0.9914	0.9584	0.8470	0.9928	0.8782	0.9906	0.9560	0.8180	0.9900
0.0105	20.7	13620	0.0824	0.7685	0.9316	0.9576	nan	0.8673	0.9894	0.9562	0.8522	0.9928	0.8636	0.9889	0.9540	0.8149	0.9896
0.0105	20.73	13640	0.0789	0.7658	0.9276	0.9623	nan	0.8661	0.9870	0.9650	0.8314	0.9886	0.8636	0.9864	0.9618	0.7967	0.9865
0.0045	20.76	13660	0.0808	0.7774	0.9433	0.9659	nan	0.9032	0.9901	0.9642	0.8668	0.9924	0.8995	0.9892	0.9614	0.8247	0.9899
0.0056	20.79	13680	0.0968	0.7756	0.9417	0.9545	nan	0.8958	0.9879	0.9478	0.8842	0.9929	0.8922	0.9869	0.9454	0.8399	0.9894
0.0051	20.82	13700	0.1019	0.7772	0.9422	0.9602	nan	0.9032	0.9887	0.9557	0.8717	0.9918	0.8998	0.9879	0.9529	0.8333	0.9893
0.0286	20.85	13720	0.0848	0.7759	0.9397	0.9605	nan	0.8979	0.9879	0.9571	0.8639	0.9919	0.8949	0.9873	0.9541	0.8293	0.9894
0.0065	20.88	13740	0.0850	0.7800	0.9444	0.9660	nan	0.8994	0.9901	0.9645	0.8744	0.9934	0.8970	0.9895	0.9615	0.8416	0.9903
0.0046	20.91	13760	0.0923	0.7714	0.9349	0.9495	nan	0.8894	0.9871	0.9418	0.8660	0.9900	0.8868	0.9864	0.9391	0.8279	0.9879
0.0049	20.94	13780	0.0856	0.7735	0.9378	0.9603	nan	0.8888	0.9892	0.9574	0.8607	0.9929	0.8858	0.9888	0.9545	0.8220	0.9901
0.0139	20.97	13800	0.0816	0.7667	0.9329	0.9622	nan	0.8606	0.9893	0.9642	0.8578	0.9925	0.8579	0.9889	0.9611	0.8025	0.9896
0.0043	21.0	13820	0.0814	0.7723	0.9388	0.9647	nan	0.8944	0.9866	0.9640	0.8564	0.9925	0.8916	0.9862	0.9609	0.8050	0.9901
0.0064	21.03	13840	0.0817	0.7634	0.9251	0.9615	nan	0.8651	0.9897	0.9628	0.8161	0.9920	0.8630	0.9887	0.9597	0.7791	0.9898
0.0127	21.06	13860	0.0795	0.7679	0.9299	0.9674	nan	0.8699	0.9892	0.9713	0.8276	0.9915	0.8669	0.9885	0.9681	0.7945	0.9895
0.0541	21.09	13880	0.0797	0.7681	0.9313	0.9590	nan	0.8842	0.9905	0.9564	0.8340	0.9912	0.8808	0.9893	0.9540	0.7957	0.9891
0.0242	21.12	13900	0.0783	0.7653	0.9273	0.9614	nan	0.8672	0.9910	0.9631	0.8269	0.9882	0.8645	0.9899	0.9603	0.7905	0.9868
0.0337	21.16	13920	0.0734	0.7686	0.9305	0.9647	nan	0.8672	0.9869	0.9688	0.8416	0.9878	0.8653	0.9862	0.9655	0.8081	0.9864
0.0099	21.19	13940	0.0761	0.7772	0.9411	0.9665	nan	0.8938	0.9900	0.9667	0.8639	0.9911	0.8912	0.9887	0.9639	0.8304	0.9890
0.0148	21.22	13960	0.0773	0.7665	0.9261	0.9605	nan	0.8729	0.9885	0.9607	0.8175	0.9908	0.8705	0.9845	0.9580	0.7973	0.9884
0.0075	21.25	13980	0.0772	0.7704	0.9317	0.9654	nan	0.8894	0.9919	0.9651	0.8197	0.9923	0.8863	0.9866	0.9625	0.7982	0.9891
0.0106	21.28	14000	0.0784	0.7657	0.9266	0.9618	nan	0.8764	0.9905	0.9616	0.8126	0.9921	0.8731	0.9854	0.9591	0.7874	0.9895
0.0063	21.31	14020	0.0757	0.7664	0.9281	0.9592	nan	0.8849	0.9910	0.9565	0.8165	0.9916	0.8820	0.9900	0.9538	0.7830	0.9894
0.0048	21.34	14040	0.0762	0.7652	0.9262	0.9606	nan	0.8766	0.9899	0.9596	0.8121	0.9927	0.8740	0.9892	0.9568	0.7808	0.9901
0.0019	21.37	14060	0.0779	0.7659	0.9263	0.9638	nan	0.8778	0.9913	0.9644	0.8057	0.9923	0.8752	0.9905	0.9615	0.7782	0.9898
0.0093	21.4	14080	0.0789	0.7716	0.9335	0.9668	nan	0.8924	0.9888	0.9672	0.8262	0.9929	0.8899	0.9883	0.9642	0.7967	0.9902
0.0111	21.43	14100	0.0833	0.7678	0.9290	0.9623	nan	0.8886	0.9873	0.9609	0.8152	0.9932	0.8864	0.9868	0.9581	0.7853	0.9900
0.0025	21.46	14120	0.0879	0.7596	0.9192	0.9604	nan	0.8766	0.9889	0.9598	0.7787	0.9921	0.8738	0.9883	0.9572	0.7488	0.9894
0.0017	21.49	14140	0.0898	0.7537	0.9129	0.9645	nan	0.8738	0.9886	0.9665	0.7434	0.9919	0.8712	0.9881	0.9636	0.7095	0.9896
0.0093	21.52	14160	0.0893	0.7493	0.9110	0.9632	nan	0.8832	0.9912	0.9650	0.7312	0.9844	0.8808	0.9901	0.9616	0.6796	0.9833
0.0287	21.55	14180	0.0880	0.7509	0.9135	0.9612	nan	0.8835	0.9874	0.9621	0.7493	0.9853	0.8807	0.9868	0.9590	0.6949	0.9841
0.0018	21.58	14200	0.0862	0.7633	0.9245	0.9645	nan	0.8955	0.9895	0.9637	0.7825	0.9912	0.8930	0.9890	0.9606	0.7477	0.9893
0.0053	21.61	14220	0.0794	0.7586	0.9175	0.9641	nan	0.8700	0.9879	0.9663	0.7707	0.9926	0.8676	0.9875	0.9634	0.7429	0.9902
0.017	21.64	14240	0.0772	0.7659	0.9267	0.9663	nan	0.8831	0.9917	0.9672	0.7985	0.9928	0.8803	0.9911	0.9644	0.7691	0.9905
0.0363	21.67	14260	0.0799	0.7670	0.9284	0.9637	nan	0.8860	0.9887	0.9639	0.8130	0.9902	0.8834	0.9881	0.9611	0.7810	0.9884
0.0044	21.7	14280	0.0794	0.7633	0.9246	0.9630	nan	0.8770	0.9894	0.9649	0.8052	0.9867	0.8751	0.9887	0.9614	0.7696	0.9851
0.0031	21.73	14300	0.0780	0.7635	0.9246	0.9596	nan	0.8857	0.9864	0.9578	0.8014	0.9916	0.8833	0.9859	0.9549	0.7676	0.9892
0.0091	21.76	14320	0.0818	0.7584	0.9171	0.9541	nan	0.8614	0.9896	0.9519	0.7909	0.9919	0.8596	0.9889	0.9492	0.7631	0.9894
0.0031	21.79	14340	0.0803	0.7637	0.9226	0.9607	nan	0.8893	0.9907	0.9583	0.7824	0.9922	0.8875	0.9901	0.9553	0.7591	0.9899
0.0059	21.82	14360	0.0782	0.7726	0.9344	0.9644	nan	0.9020	0.9897	0.9619	0.8250	0.9937	0.8994	0.9889	0.9591	0.7971	0.9909
0.0225	21.85	14380	0.0791	0.7698	0.9319	0.9640	nan	0.8921	0.9879	0.9627	0.8230	0.9940	0.8894	0.9872	0.9601	0.7917	0.9905
0.0351	21.88	14400	0.0806	0.7712	0.9341	0.9626	nan	0.8833	0.9895	0.9620	0.8441	0.9918	0.8810	0.9888	0.9591	0.8091	0.9894
0.0182	21.91	14420	0.0852	0.7736	0.9409	0.9628	nan	0.8914	0.9897	0.9614	0.8716	0.9906	0.8884	0.9890	0.9586	0.8163	0.9890
0.0057	21.95	14440	0.0890	0.7699	0.9339	0.9568	nan	0.8937	0.9891	0.9520	0.8438	0.9910	0.8905	0.9883	0.9497	0.8015	0.9893
0.0091	21.98	14460	0.0878	0.7726	0.9368	0.9628	nan	0.9011	0.9901	0.9604	0.8425	0.9898	0.8978	0.9895	0.9574	0.8028	0.9884
0.0038	22.01	14480	0.0838	0.7675	0.9314	0.9602	nan	0.8804	0.9917	0.9585	0.8348	0.9913	0.8774	0.9906	0.9560	0.7915	0.9896
0.0361	22.04	14500	0.0789	0.7730	0.9402	0.9644	nan	0.8943	0.9891	0.9628	0.8611	0.9937	0.8907	0.9886	0.9604	0.8067	0.9914
0.004	22.07	14520	0.0802	0.7665	0.9288	0.9698	nan	0.8818	0.9880	0.9742	0.8109	0.9892	0.8797	0.9876	0.9707	0.7733	0.9877
0.0158	22.1	14540	0.0701	0.7712	0.9343	0.9652	nan	0.8896	0.9873	0.9658	0.8378	0.9907	0.8873	0.9869	0.9627	0.8018	0.9886
0.003	22.13	14560	0.0852	0.7650	0.9276	0.9515	nan	0.8554	0.9909	0.9483	0.8512	0.9921	0.8526	0.9901	0.9460	0.8128	0.9884
0.0138	22.16	14580	0.0922	0.7659	0.9282	0.9562	nan	0.8495	0.9898	0.9567	0.8542	0.9910	0.8468	0.9890	0.9541	0.8171	0.9884
0.0088	22.19	14600	0.0988	0.7658	0.9285	0.9513	nan	0.8733	0.9898	0.9469	0.8444	0.9881	0.8704	0.9891	0.9443	0.8045	0.9862
0.0076	22.22	14620	0.0915	0.7653	0.9283	0.9582	nan	0.8734	0.9902	0.9573	0.8317	0.9888	0.8711	0.9895	0.9542	0.7897	0.9871
0.0582	22.25	14640	0.0838	0.7675	0.9296	0.9669	nan	0.8741	0.9885	0.9704	0.8247	0.9902	0.8719	0.9880	0.9670	0.7895	0.9885
0.0122	22.28	14660	0.0826	0.7659	0.9288	0.9597	nan	0.8815	0.9890	0.9584	0.8247	0.9901	0.8787	0.9885	0.9557	0.7844	0.9884
0.0273	22.31	14680	0.0852	0.7734	0.9394	0.9551	nan	0.8834	0.9904	0.9503	0.8811	0.9918	0.8804	0.9897	0.9476	0.8329	0.9899
0.0054	22.34	14700	0.0839	0.7746	0.9397	0.9617	nan	0.8896	0.9877	0.9597	0.8684	0.9932	0.8863	0.9873	0.9569	0.8259	0.9908
0.0112	22.37	14720	0.0819	0.7704	0.9335	0.9591	nan	0.8820	0.9881	0.9566	0.8475	0.9935	0.8795	0.9877	0.9538	0.8110	0.9905
0.0635	22.4	14740	0.0821	0.7711	0.9345	0.9611	nan	0.8810	0.9874	0.9607	0.8530	0.9904	0.8787	0.9869	0.9576	0.8149	0.9886
0.0053	22.43	14760	0.0810	0.7709	0.9342	0.9630	nan	0.8891	0.9892	0.9626	0.8409	0.9890	0.8867	0.9888	0.9597	0.8025	0.9875
0.0365	22.46	14780	0.0752	0.7748	0.9414	0.9610	nan	0.8968	0.9890	0.9580	0.8722	0.9914	0.8936	0.9886	0.9557	0.8220	0.9889
0.0095	22.49	14800	0.0817	0.7710	0.9379	0.9548	nan	0.8870	0.9881	0.9502	0.8744	0.9896	0.8846	0.9877	0.9477	0.8188	0.9875
0.0122	22.52	14820	0.0842	0.7772	0.9418	0.9601	nan	0.9021	0.9891	0.9556	0.8699	0.9924	0.8994	0.9886	0.9532	0.8326	0.9892
0.0297	22.55	14840	0.0849	0.7713	0.9338	0.9555	nan	0.8837	0.9875	0.9509	0.8530	0.9937	0.8814	0.9870	0.9485	0.8214	0.9897
0.0608	22.58	14860	0.0883	0.7658	0.9284	0.9465	nan	0.8868	0.9883	0.9362	0.8353	0.9953	0.8835	0.9878	0.9343	0.8000	0.9891
0.044	22.61	14880	0.0833	0.7719	0.9349	0.9597	nan	0.8950	0.9874	0.9570	0.8461	0.9891	0.8919	0.9871	0.9542	0.8108	0.9875
0.0214	22.64	14900	0.0914	0.7638	0.9246	0.9522	nan	0.8832	0.9890	0.9468	0.8145	0.9896	0.8805	0.9883	0.9444	0.7819	0.9875
0.0077	22.67	14920	0.0936	0.7516	0.9092	0.9562	nan	0.8691	0.9880	0.9551	0.7441	0.9899	0.8665	0.9875	0.9524	0.7155	0.9877
0.0535	22.71	14940	0.0973	0.7503	0.9069	0.9514	nan	0.8404	0.9902	0.9508	0.7619	0.9909	0.8383	0.9893	0.9481	0.7387	0.9878
0.012	22.74	14960	0.0883	0.7620	0.9207	0.9621	nan	0.8687	0.9892	0.9639	0.7921	0.9896	0.8669	0.9886	0.9606	0.7682	0.9875
0.0033	22.77	14980	0.0837	0.7684	0.9294	0.9642	nan	0.8721	0.9886	0.9655	0.8268	0.9939	0.8703	0.9878	0.9626	0.7991	0.9903
0.0198	22.8	15000	0.0828	0.7703	0.9325	0.9603	nan	0.8792	0.9889	0.9593	0.8442	0.9910	0.8771	0.9884	0.9565	0.8108	0.9887
0.002	22.83	15020	0.0794	0.7746	0.9379	0.9668	nan	0.8926	0.9903	0.9673	0.8486	0.9908	0.8903	0.9898	0.9642	0.8144	0.9888
0.0061	22.86	15040	0.0833	0.7754	0.9395	0.9668	nan	0.8957	0.9901	0.9663	0.8517	0.9936	0.8935	0.9894	0.9634	0.8153	0.9906
0.0155	22.89	15060	0.0810	0.7724	0.9363	0.9631	nan	0.8855	0.9881	0.9631	0.8547	0.9899	0.8832	0.9876	0.9603	0.8154	0.9880
0.0069	22.92	15080	0.0816	0.7688	0.9311	0.9625	nan	0.8674	0.9873	0.9639	0.8436	0.9933	0.8655	0.9869	0.9611	0.8087	0.9905
0.0148	22.95	15100	0.0778	0.7709	0.9347	0.9628	nan	0.8841	0.9903	0.9625	0.8463	0.9905	0.8814	0.9898	0.9598	0.8060	0.9886
0.0054	22.98	15120	0.0757	0.7717	0.9367	0.9655	nan	0.8804	0.9919	0.9667	0.8537	0.9908	0.8780	0.9902	0.9639	0.8093	0.9888
0.0038	23.01	15140	0.0791	0.7630	0.9258	0.9586	nan	0.8807	0.9868	0.9568	0.8136	0.9913	0.8781	0.9855	0.9545	0.7709	0.9890
0.003	23.04	15160	0.0735	0.7681	0.9309	0.9628	nan	0.9012	0.9903	0.9612	0.8151	0.9869	0.8978	0.9890	0.9586	0.7774	0.9855
0.0154	23.07	15180	0.0787	0.7707	0.9332	0.9667	nan	0.8886	0.9898	0.9679	0.8292	0.9904	0.8863	0.9889	0.9650	0.7951	0.9886
0.0062	23.1	15200	0.0825	0.7668	0.9284	0.9625	nan	0.8798	0.9842	0.9637	0.8248	0.9897	0.8776	0.9839	0.9607	0.7905	0.9878
0.008	23.13	15220	0.0818	0.7686	0.9307	0.9629	nan	0.8817	0.9887	0.9629	0.8282	0.9919	0.8798	0.9883	0.9600	0.7939	0.9895
0.0274	23.16	15240	0.0819	0.7736	0.9372	0.9710	nan	0.8881	0.9890	0.9742	0.8422	0.9925	0.8863	0.9886	0.9707	0.8058	0.9900
0.0106	23.19	15260	0.0778	0.7680	0.9309	0.9664	nan	0.8736	0.9896	0.9693	0.8313	0.9908	0.8717	0.9890	0.9663	0.7922	0.9887
0.0065	23.22	15280	0.0796	0.7717	0.9341	0.9603	nan	0.8868	0.9901	0.9581	0.8447	0.9910	0.8846	0.9895	0.9552	0.8125	0.9887
0.0305	23.25	15300	0.0849	0.7718	0.9342	0.9586	nan	0.8971	0.9878	0.9542	0.8398	0.9919	0.8945	0.9874	0.9515	0.8082	0.9894
0.0127	23.28	15320	0.0903	0.7721	0.9349	0.9654	nan	0.8799	0.9895	0.9671	0.8478	0.9905	0.8779	0.9890	0.9637	0.8134	0.9883
0.0091	23.31	15340	0.0880	0.7727	0.9371	0.9678	nan	0.8864	0.9887	0.9703	0.8508	0.9893	0.8843	0.9882	0.9669	0.8092	0.9874
0.0232	23.34	15360	0.0848	0.7733	0.9389	0.9624	nan	0.8848	0.9889	0.9616	0.8677	0.9915	0.8826	0.9883	0.9587	0.8208	0.9892
0.0064	23.37	15380	0.0847	0.7733	0.9376	0.9671	nan	0.8919	0.9895	0.9680	0.8482	0.9906	0.8900	0.9882	0.9648	0.8080	0.9887
0.0058	23.4	15400	0.0804	0.7726	0.9396	0.9668	nan	0.8942	0.9883	0.9677	0.8580	0.9899	0.8919	0.9873	0.9646	0.8037	0.9883
0.0038	23.43	15420	0.0820	0.7708	0.9364	0.9640	nan	0.8914	0.9884	0.9634	0.8477	0.9912	0.8891	0.9875	0.9605	0.7984	0.9893
0.0294	23.47	15440	0.0872	0.7674	0.9300	0.9675	nan	0.8751	0.9883	0.9718	0.8269	0.9879	0.8736	0.9875	0.9680	0.7887	0.9865
0.0031	23.5	15460	0.0819	0.7671	0.9276	0.9596	nan	0.8772	0.9907	0.9585	0.8213	0.9905	0.8752	0.9894	0.9559	0.7936	0.9886
0.0036	23.53	15480	0.0792	0.7683	0.9307	0.9636	nan	0.8719	0.9911	0.9651	0.8344	0.9909	0.8695	0.9902	0.9623	0.7989	0.9889
0.0043	23.56	15500	0.0824	0.7651	0.9283	0.9607	nan	0.8741	0.9883	0.9612	0.8288	0.9889	0.8718	0.9876	0.9583	0.7857	0.9872
0.0426	23.59	15520	0.0804	0.7661	0.9303	0.9614	nan	0.8812	0.9897	0.9616	0.8319	0.9871	0.8789	0.9889	0.9587	0.7842	0.9856
0.0169	23.62	15540	0.0831	0.7655	0.9284	0.9583	nan	0.8793	0.9889	0.9566	0.8275	0.9899	0.8770	0.9880	0.9542	0.7861	0.9879
0.0095	23.65	15560	0.0839	0.7641	0.9253	0.9601	nan	0.8616	0.9887	0.9612	0.8232	0.9918	0.8595	0.9880	0.9585	0.7894	0.9895
0.0141	23.68	15580	0.0871	0.7706	0.9335	0.9652	nan	0.8847	0.9899	0.9658	0.8351	0.9920	0.8825	0.9891	0.9629	0.7996	0.9898
0.0217	23.71	15600	0.0935	0.7723	0.9372	0.9602	nan	0.8935	0.9887	0.9571	0.8550	0.9917	0.8907	0.9881	0.9546	0.8111	0.9894
0.0045	23.74	15620	0.0884	0.7718	0.9359	0.9643	nan	0.8860	0.9889	0.9642	0.8485	0.9921	0.8837	0.9883	0.9614	0.8076	0.9898
0.0022	23.77	15640	0.0903	0.7732	0.9374	0.9607	nan	0.9008	0.9901	0.9566	0.8474	0.9918	0.8986	0.9896	0.9538	0.8078	0.9895
0.0146	23.8	15660	0.0902	0.7712	0.9344	0.9617	nan	0.8940	0.9890	0.9594	0.8383	0.9916	0.8918	0.9885	0.9563	0.8012	0.9892
0.0453	23.83	15680	0.0871	0.7660	0.9293	0.9565	nan	0.8783	0.9864	0.9543	0.8382	0.9895	0.8753	0.9859	0.9517	0.7958	0.9875
0.0058	23.86	15700	0.0815	0.7688	0.9293	0.9614	nan	0.9001	0.9876	0.9582	0.8084	0.9920	0.8976	0.9871	0.9553	0.7835	0.9896
0.0059	23.89	15720	0.0749	0.7731	0.9348	0.9637	nan	0.8998	0.9902	0.9616	0.8309	0.9916	0.8973	0.9895	0.9587	0.8033	0.9896
0.0096	23.92	15740	0.0827	0.7664	0.9275	0.9631	nan	0.8885	0.9903	0.9622	0.8053	0.9913	0.8858	0.9887	0.9600	0.7747	0.9891
0.0064	23.95	15760	0.0880	0.7639	0.9233	0.9606	nan	0.8810	0.9893	0.9594	0.7946	0.9921	0.8790	0.9878	0.9569	0.7697	0.9898
0.0546	23.98	15780	0.0869	0.7738	0.9365	0.9699	nan	0.8925	0.9898	0.9720	0.8364	0.9916	0.8897	0.9887	0.9691	0.8054	0.9896
0.0147	24.01	15800	0.0928	0.7606	0.9216	0.9490	nan	0.8610	0.9880	0.9441	0.8224	0.9925	0.8582	0.9871	0.9422	0.7862	0.9900
0.0127	24.04	15820	0.0906	0.7746	0.9393	0.9662	nan	0.8998	0.9889	0.9649	0.8493	0.9938	0.8970	0.9884	0.9621	0.8089	0.9914
0.0029	24.07	15840	0.0928	0.7688	0.9341	0.9619	nan	0.8795	0.9878	0.9616	0.8497	0.9921	0.8776	0.9872	0.9587	0.7991	0.9901
0.0096	24.1	15860	0.0866	0.7706	0.9363	0.9621	nan	0.8859	0.9871	0.9615	0.8561	0.9908	0.8840	0.9865	0.9585	0.8057	0.9890
0.0382	24.13	15880	0.0912	0.7731	0.9389	0.9662	nan	0.8934	0.9908	0.9663	0.8535	0.9906	0.8914	0.9898	0.9630	0.8053	0.9889
0.0107	24.16	15900	0.0900	0.7687	0.9318	0.9626	nan	0.8843	0.9869	0.9627	0.8349	0.9900	0.8821	0.9864	0.9596	0.7956	0.9885
0.0318	24.19	15920	0.0874	0.7649	0.9294	0.9567	nan	0.8634	0.9867	0.9567	0.8514	0.9889	0.8609	0.9863	0.9539	0.8010	0.9870
0.0042	24.22	15940	0.0913	0.7651	0.9323	0.9547	nan	0.8634	0.9883	0.9531	0.8669	0.9900	0.8609	0.9879	0.9504	0.8034	0.9878
0.0024	24.26	15960	0.0802	0.7735	0.9408	0.9658	nan	0.8897	0.9883	0.9665	0.8692	0.9902	0.8873	0.9879	0.9634	0.8141	0.9885
0.0042	24.29	15980	0.0845	0.7698	0.9333	0.9603	nan	0.8911	0.9890	0.9587	0.8403	0.9875	0.8891	0.9885	0.9556	0.7995	0.9859
0.0039	24.32	16000	0.0871	0.7682	0.9312	0.9638	nan	0.8744	0.9891	0.9655	0.8367	0.9902	0.8729	0.9886	0.9621	0.7976	0.9883
0.0446	24.35	16020	0.0864	0.7696	0.9352	0.9609	nan	0.8880	0.9885	0.9591	0.8496	0.9907	0.8858	0.9881	0.9563	0.7990	0.9886
0.0297	24.38	16040	0.0834	0.7664	0.9321	0.9588	nan	0.8726	0.9896	0.9581	0.8504	0.9897	0.8702	0.9891	0.9554	0.7957	0.9880
0.0435	24.41	16060	0.0882	0.7655	0.9254	0.9570	nan	0.8697	0.9853	0.9561	0.8248	0.9911	0.8676	0.9849	0.9533	0.7984	0.9890
0.0082	24.44	16080	0.0950	0.7713	0.9322	0.9621	nan	0.8820	0.9894	0.9612	0.8357	0.9929	0.8799	0.9888	0.9584	0.8105	0.9902
0.0108	24.47	16100	0.0856	0.7685	0.9279	0.9589	nan	0.8851	0.9894	0.9564	0.8175	0.9914	0.8832	0.9888	0.9538	0.7963	0.9888
0.0266	24.5	16120	0.0856	0.7721	0.9341	0.9591	nan	0.8924	0.9879	0.9553	0.8413	0.9935	0.8900	0.9875	0.9527	0.8115	0.9909
0.0428	24.53	16140	0.0859	0.7747	0.9380	0.9634	nan	0.8974	0.9910	0.9614	0.8497	0.9907	0.8948	0.9903	0.9584	0.8156	0.9890
0.074	24.56	16160	0.0876	0.7735	0.9359	0.9642	nan	0.8896	0.9899	0.9638	0.8453	0.9908	0.8872	0.9893	0.9606	0.8147	0.9890
0.0037	24.59	16180	0.0894	0.7720	0.9346	0.9640	nan	0.8843	0.9898	0.9646	0.8451	0.9893	0.8819	0.9891	0.9616	0.8119	0.9875
0.0082	24.62	16200	0.0942	0.7717	0.9327	0.9655	nan	0.8903	0.9882	0.9662	0.8289	0.9900	0.8882	0.9878	0.9630	0.8034	0.9880
0.0033	24.65	16220	0.0893	0.7692	0.9298	0.9645	nan	0.8776	0.9891	0.9660	0.8252	0.9908	0.8752	0.9887	0.9630	0.7997	0.9888
0.0097	24.68	16240	0.0853	0.7684	0.9288	0.9656	nan	0.8966	0.9907	0.9645	0.7991	0.9929	0.8940	0.9901	0.9618	0.7742	0.9905
0.1525	24.71	16260	0.0861	0.7619	0.9217	0.9597	nan	0.8937	0.9907	0.9558	0.7746	0.9936	0.8911	0.9900	0.9534	0.7458	0.9909
0.0274	24.74	16280	0.0823	0.7595	0.9196	0.9643	nan	0.8885	0.9897	0.9648	0.7654	0.9896	0.8863	0.9892	0.9617	0.7324	0.9876
0.004	24.77	16300	0.0826	0.7583	0.9178	0.9630	nan	0.8790	0.9896	0.9634	0.7650	0.9917	0.8767	0.9892	0.9605	0.7342	0.9894
0.0598	24.8	16320	0.0853	0.7673	0.9294	0.9601	nan	0.8941	0.9887	0.9570	0.8153	0.9916	0.8912	0.9883	0.9545	0.7808	0.9892
0.005	24.83	16340	0.0807	0.7715	0.9339	0.9659	nan	0.8932	0.9861	0.9678	0.8368	0.9856	0.8910	0.9858	0.9645	0.8031	0.9843
0.0058	24.86	16360	0.0798	0.7729	0.9359	0.9607	nan	0.9062	0.9883	0.9565	0.8375	0.9909	0.9031	0.9879	0.9542	0.8037	0.9886
0.0138	24.89	16380	0.0776	0.7661	0.9263	0.9652	nan	0.8650	0.9903	0.9688	0.8175	0.9900	0.8629	0.9898	0.9655	0.7900	0.9883
0.0539	24.92	16400	0.0815	0.7675	0.9280	0.9621	nan	0.8813	0.9902	0.9611	0.8142	0.9931	0.8782	0.9896	0.9587	0.7882	0.9903
0.0025	24.95	16420	0.0910	0.7544	0.9111	0.9607	nan	0.8673	0.9879	0.9627	0.7500	0.9876	0.8651	0.9874	0.9599	0.7282	0.9858
0.0037	24.98	16440	0.0890	0.7474	0.9029	0.9606	nan	0.8658	0.9899	0.9620	0.7063	0.9903	0.8638	0.9893	0.9590	0.6839	0.9882
0.0092	25.02	16460	0.0912	0.7526	0.9107	0.9572	nan	0.8713	0.9882	0.9560	0.7470	0.9912	0.8688	0.9876	0.9534	0.7165	0.9890
0.0179	25.05	16480	0.0876	0.7583	0.9183	0.9584	nan	0.8921	0.9884	0.9547	0.7645	0.9919	0.8890	0.9880	0.9524	0.7311	0.9894
0.0101	25.08	16500	0.0856	0.7599	0.9210	0.9622	nan	0.8848	0.9880	0.9617	0.7792	0.9910	0.8822	0.9875	0.9592	0.7418	0.9889
0.0122	25.11	16520	0.0926	0.7599	0.9195	0.9621	nan	0.8838	0.9888	0.9624	0.7745	0.9880	0.8816	0.9884	0.9595	0.7436	0.9862
0.0062	25.14	16540	0.0930	0.7726	0.9357	0.9618	nan	0.8972	0.9861	0.9594	0.8441	0.9918	0.8946	0.9858	0.9567	0.8095	0.9893
0.0245	25.17	16560	0.0995	0.7702	0.9329	0.9565	nan	0.8890	0.9908	0.9512	0.8397	0.9939	0.8863	0.9886	0.9493	0.8063	0.9907
0.0068	25.2	16580	0.0974	0.7617	0.9214	0.9586	nan	0.8968	0.9878	0.9554	0.7788	0.9884	0.8949	0.9867	0.9527	0.7492	0.9866
0.0044	25.23	16600	0.0968	0.7595	0.9183	0.9667	nan	0.8993	0.9897	0.9663	0.7432	0.9928	0.8971	0.9887	0.9637	0.7174	0.9901
0.0122	25.26	16620	0.0954	0.7524	0.9106	0.9641	nan	0.8898	0.9894	0.9636	0.7178	0.9925	0.8878	0.9885	0.9610	0.6875	0.9898
0.0056	25.29	16640	0.0976	0.7471	0.9024	0.9538	nan	0.8845	0.9882	0.9498	0.7009	0.9887	0.8822	0.9873	0.9476	0.6784	0.9869
0.007	25.32	16660	0.0866	0.7633	0.9220	0.9604	nan	0.8934	0.9847	0.9579	0.7810	0.9930	0.8913	0.9839	0.9549	0.7596	0.9904
0.0067	25.35	16680	0.0889	0.7625	0.9218	0.9618	nan	0.9010	0.9734	0.9615	0.7835	0.9897	0.8990	0.9728	0.9565	0.7586	0.9884
0.0122	25.38	16700	0.0885	0.7621	0.9212	0.9605	nan	0.8969	0.9706	0.9607	0.7894	0.9884	0.8950	0.9701	0.9555	0.7650	0.9870
0.0075	25.41	16720	0.0822	0.7715	0.9343	0.9666	nan	0.9007	0.9890	0.9660	0.8239	0.9920	0.8979	0.9880	0.9636	0.7899	0.9898
0.0075	25.44	16740	0.0853	0.7656	0.9281	0.9640	nan	0.8890	0.9882	0.9637	0.8082	0.9915	0.8867	0.9870	0.9613	0.7691	0.9894
0.0049	25.47	16760	0.0867	0.7702	0.9339	0.9677	nan	0.8921	0.9883	0.9687	0.8280	0.9924	0.8901	0.9874	0.9660	0.7876	0.9902
0.011	25.5	16780	0.0852	0.7697	0.9320	0.9674	nan	0.8808	0.9875	0.9703	0.8307	0.9905	0.8790	0.9868	0.9674	0.7964	0.9883
0.0081	25.53	16800	0.0867	0.7667	0.9274	0.9655	nan	0.8895	0.9881	0.9662	0.8025	0.9909	0.8875	0.9875	0.9636	0.7729	0.9884
0.0035	25.56	16820	0.0844	0.7723	0.9365	0.9649	nan	0.8870	0.9877	0.9658	0.8518	0.9900	0.8849	0.9872	0.9631	0.8103	0.9881
0.0167	25.59	16840	0.0849	0.7684	0.9311	0.9634	nan	0.8856	0.9887	0.9636	0.8273	0.9901	0.8834	0.9882	0.9608	0.7897	0.9881
0.0089	25.62	16860	0.0855	0.7697	0.9327	0.9604	nan	0.8896	0.9893	0.9591	0.8383	0.9870	0.8881	0.9888	0.9561	0.7998	0.9855
0.0093	25.65	16880	0.0817	0.7790	0.9439	0.9671	nan	0.9111	0.9885	0.9658	0.8639	0.9900	0.9088	0.9882	0.9629	0.8258	0.9881
0.014	25.68	16900	0.0817	0.7705	0.9336	0.9621	nan	0.8812	0.9874	0.9623	0.8474	0.9898	0.8788	0.9871	0.9596	0.8098	0.9881
0.0043	25.71	16920	0.0854	0.7729	0.9384	0.9639	nan	0.8931	0.9892	0.9627	0.8547	0.9923	0.8881	0.9887	0.9602	0.8104	0.9902
0.0135	25.74	16940	0.0845	0.7687	0.9333	0.9598	nan	0.8822	0.9876	0.9584	0.8482	0.9903	0.8782	0.9871	0.9560	0.8023	0.9884
0.0071	25.78	16960	0.0829	0.7654	0.9299	0.9624	nan	0.8854	0.9876	0.9627	0.8255	0.9881	0.8827	0.9872	0.9596	0.7758	0.9869
0.019	25.81	16980	0.0799	0.7658	0.9300	0.9662	nan	0.8777	0.9868	0.9697	0.8278	0.9880	0.8761	0.9864	0.9663	0.7790	0.9868
0.0393	25.84	17000	0.0818	0.7627	0.9244	0.9636	nan	0.8926	0.9883	0.9636	0.7893	0.9880	0.8898	0.9878	0.9608	0.7512	0.9868
0.0041	25.87	17020	0.0771	0.7743	0.9379	0.9646	nan	0.9061	0.9896	0.9623	0.8408	0.9907	0.9036	0.9890	0.9597	0.8049	0.9888
0.0052	25.9	17040	0.0766	0.7721	0.9346	0.9654	nan	0.8922	0.9876	0.9658	0.8371	0.9901	0.8904	0.9869	0.9630	0.8042	0.9882
0.0533	25.93	17060	0.0780	0.7710	0.9329	0.9638	nan	0.8938	0.9892	0.9627	0.8272	0.9918	0.8914	0.9883	0.9601	0.7968	0.9896
0.0057	25.96	17080	0.0855	0.7665	0.9278	0.9630	nan	0.8801	0.9878	0.9639	0.8170	0.9900	0.8780	0.9869	0.9611	0.7848	0.9880
0.0441	25.99	17100	0.0852	0.7727	0.9367	0.9648	nan	0.8791	0.9891	0.9667	0.8603	0.9886	0.8763	0.9883	0.9639	0.8206	0.9869
0.031	26.02	17120	0.0847	0.7739	0.9377	0.9633	nan	0.8803	0.9879	0.9645	0.8670	0.9886	0.8783	0.9874	0.9613	0.8294	0.9870
0.0026	26.05	17140	0.0852	0.7769	0.9407	0.9660	nan	0.8981	0.9869	0.9658	0.8618	0.9910	0.8957	0.9865	0.9630	0.8274	0.9890
0.0073	26.08	17160	0.0838	0.7693	0.9308	0.9597	nan	0.8793	0.9871	0.9596	0.8408	0.9873	0.8773	0.9864	0.9568	0.8094	0.9858
0.0069	26.11	17180	0.0854	0.7705	0.9316	0.9596	nan	0.8859	0.9887	0.9573	0.8347	0.9915	0.8839	0.9882	0.9548	0.8070	0.9893
0.0069	26.14	17200	0.0902	0.7740	0.9375	0.9631	nan	0.8955	0.9875	0.9615	0.8514	0.9918	0.8932	0.9871	0.9588	0.8153	0.9896
0.0073	26.17	17220	0.0912	0.7803	0.9480	0.9626	nan	0.9086	0.9888	0.9583	0.8912	0.9930	0.9059	0.9884	0.9559	0.8410	0.9905
0.0334	26.2	17240	0.0891	0.7804	0.9469	0.9647	nan	0.9016	0.9884	0.9632	0.8903	0.9908	0.8997	0.9880	0.9602	0.8456	0.9887
0.0123	26.23	17260	0.0870	0.7778	0.9429	0.9628	nan	0.9029	0.9871	0.9597	0.8720	0.9928	0.9008	0.9867	0.9570	0.8322	0.9898
0.0192	26.26	17280	0.0899	0.7689	0.9304	0.9583	nan	0.8795	0.9887	0.9555	0.8345	0.9938	0.8776	0.9883	0.9531	0.8039	0.9904
0.0227	26.29	17300	0.0858	0.7739	0.9355	0.9704	nan	0.8869	0.9850	0.9741	0.8395	0.9919	0.8853	0.9847	0.9707	0.8131	0.9895
0.0099	26.32	17320	0.0817	0.7735	0.9345	0.9694	nan	0.8902	0.9881	0.9721	0.8316	0.9903	0.8886	0.9878	0.9690	0.8076	0.9880
0.003	26.35	17340	0.0788	0.7766	0.9407	0.9648	nan	0.8985	0.9887	0.9640	0.8629	0.9897	0.8965	0.9882	0.9612	0.8261	0.9877
0.0067	26.38	17360	0.0851	0.7733	0.9367	0.9670	nan	0.8743	0.9871	0.9699	0.8593	0.9930	0.8726	0.9867	0.9670	0.8231	0.9905
0.0045	26.41	17380	0.0840	0.7716	0.9352	0.9594	nan	0.8763	0.9862	0.9580	0.8623	0.9934	0.8741	0.9858	0.9556	0.8236	0.9906
0.0051	26.44	17400	0.0883	0.7751	0.9386	0.9635	nan	0.8863	0.9880	0.9632	0.8639	0.9918	0.8844	0.9876	0.9603	0.8284	0.9898
0.0149	26.47	17420	0.0874	0.7721	0.9351	0.9626	nan	0.8751	0.9871	0.9633	0.8582	0.9921	0.8732	0.9866	0.9605	0.8224	0.9899
0.008	26.5	17440	0.0843	0.7681	0.9300	0.9589	nan	0.8754	0.9879	0.9578	0.8379	0.9910	0.8737	0.9874	0.9550	0.8037	0.9887
0.0057	26.53	17460	0.0857	0.7670	0.9279	0.9576	nan	0.8747	0.9881	0.9560	0.8302	0.9904	0.8733	0.9876	0.9531	0.7998	0.9884
0.0043	26.57	17480	0.0823	0.7761	0.9394	0.9672	nan	0.8872	0.9905	0.9689	0.8609	0.9897	0.8856	0.9900	0.9656	0.8273	0.9881
0.0033	26.6	17500	0.0790	0.7749	0.9382	0.9615	nan	0.8808	0.9881	0.9612	0.8709	0.9898	0.8787	0.9875	0.9585	0.8368	0.9879
0.0349	26.63	17520	0.0784	0.7778	0.9413	0.9660	nan	0.8937	0.9909	0.9656	0.8645	0.9918	0.8915	0.9900	0.9627	0.8323	0.9900
0.0056	26.66	17540	0.0816	0.7716	0.9329	0.9648	nan	0.8899	0.9906	0.9641	0.8268	0.9932	0.8882	0.9898	0.9613	0.7993	0.9910
0.0227	26.69	17560	0.0832	0.7669	0.9271	0.9667	nan	0.8935	0.9904	0.9668	0.7920	0.9928	0.8919	0.9894	0.9640	0.7656	0.9903
0.0055	26.72	17580	0.0842	0.7714	0.9343	0.9641	nan	0.9016	0.9887	0.9616	0.8260	0.9936	0.8995	0.9880	0.9592	0.7914	0.9906
0.0236	26.75	17600	0.0818	0.7648	0.9270	0.9593	nan	0.8795	0.9876	0.9581	0.8188	0.9909	0.8775	0.9869	0.9556	0.7799	0.9888
0.0119	26.78	17620	0.0851	0.7687	0.9316	0.9647	nan	0.8995	0.9887	0.9640	0.8163	0.9894	0.8972	0.9881	0.9612	0.7783	0.9877
0.0033	26.81	17640	0.0851	0.7675	0.9290	0.9651	nan	0.8932	0.9893	0.9648	0.8059	0.9916	0.8912	0.9888	0.9621	0.7731	0.9898
0.0081	26.84	17660	0.0865	0.7733	0.9355	0.9661	nan	0.9029	0.9887	0.9653	0.8297	0.9907	0.9008	0.9882	0.9625	0.7993	0.9892
0.0175	26.87	17680	0.0869	0.7734	0.9365	0.9657	nan	0.8947	0.9877	0.9661	0.8444	0.9896	0.8927	0.9872	0.9626	0.8097	0.9883
0.0167	26.9	17700	0.0861	0.7754	0.9396	0.9634	nan	0.8907	0.9908	0.9616	0.8619	0.9931	0.8885	0.9885	0.9592	0.8253	0.9909
0.0088	26.93	17720	0.0857	0.7719	0.9432	0.9615	nan	0.8982	0.9904	0.9586	0.8787	0.9901	0.8957	0.9851	0.9563	0.8061	0.9884
0.0017	26.96	17740	0.0863	0.7690	0.9408	0.9653	nan	0.8890	0.9874	0.9663	0.8724	0.9890	0.8872	0.9867	0.9632	0.7893	0.9877
0.0083	26.99	17760	0.0847	0.7629	0.9295	0.9678	nan	0.9070	0.9889	0.9681	0.7958	0.9877	0.9042	0.9884	0.9654	0.7330	0.9862
0.0107	27.02	17780	0.0899	0.7600	0.9220	0.9619	nan	0.8888	0.9890	0.9610	0.7812	0.9900	0.8864	0.9885	0.9587	0.7387	0.9876
0.0529	27.05	17800	0.0882	0.7641	0.9257	0.9641	nan	0.8997	0.9890	0.9628	0.7864	0.9902	0.8976	0.9886	0.9602	0.7504	0.9879
0.0041	27.08	17820	0.0876	0.7606	0.9197	0.9633	nan	0.8915	0.9889	0.9634	0.7671	0.9873	0.8900	0.9885	0.9604	0.7393	0.9856
0.0065	27.11	17840	0.0879	0.7642	0.9242	0.9638	nan	0.8915	0.9885	0.9635	0.7874	0.9903	0.8899	0.9881	0.9607	0.7583	0.9880
0.0041	27.14	17860	0.0886	0.7624	0.9225	0.9641	nan	0.8878	0.9881	0.9659	0.7856	0.9849	0.8866	0.9877	0.9626	0.7540	0.9836
0.029	27.17	17880	0.0898	0.7670	0.9283	0.9644	nan	0.8862	0.9876	0.9655	0.8133	0.9886	0.8841	0.9872	0.9627	0.7813	0.9865
0.0098	27.2	17900	0.0868	0.7726	0.9340	0.9613	nan	0.8858	0.9869	0.9608	0.8480	0.9887	0.8840	0.9865	0.9579	0.8207	0.9865
0.0063	27.23	17920	0.0861	0.7710	0.9329	0.9571	nan	0.8683	0.9886	0.9557	0.8602	0.9916	0.8663	0.9880	0.9531	0.8299	0.9889
0.0091	27.26	17940	0.0895	0.7714	0.9343	0.9571	nan	0.8823	0.9890	0.9542	0.8565	0.9898	0.8803	0.9884	0.9515	0.8205	0.9878
0.0023	27.29	17960	0.0945	0.7737	0.9370	0.9620	nan	0.8957	0.9894	0.9598	0.8499	0.9903	0.8940	0.9889	0.9569	0.8140	0.9882
0.0315	27.33	17980	0.0874	0.7769	0.9422	0.9636	nan	0.9037	0.9889	0.9613	0.8665	0.9904	0.9005	0.9884	0.9588	0.8252	0.9883
0.0235	27.36	18000	0.0874	0.7730	0.9376	0.9586	nan	0.8946	0.9890	0.9549	0.8596	0.9900	0.8909	0.9885	0.9528	0.8183	0.9877
0.0064	27.39	18020	0.0867	0.7700	0.9333	0.9604	nan	0.8724	0.9884	0.9604	0.8545	0.9909	0.8699	0.9879	0.9579	0.8157	0.9888
0.0203	27.42	18040	0.0865	0.7720	0.9380	0.9591	nan	0.8927	0.9900	0.9561	0.8623	0.9887	0.8897	0.9893	0.9537	0.8121	0.9871
0.0036	27.45	18060	0.0861	0.7743	0.9362	0.9646	nan	0.9005	0.9887	0.9636	0.8389	0.9895	0.8978	0.9881	0.9608	0.8114	0.9876
0.0127	27.48	18080	0.0865	0.7729	0.9347	0.9640	nan	0.9000	0.9886	0.9623	0.8316	0.9912	0.8970	0.9881	0.9600	0.8038	0.9885
0.0539	27.51	18100	0.0975	0.7620	0.9230	0.9491	nan	0.8889	0.9908	0.9416	0.8061	0.9877	0.8860	0.9900	0.9398	0.7704	0.9856
0.0033	27.54	18120	0.0867	0.7665	0.9287	0.9615	nan	0.8894	0.9871	0.9609	0.8180	0.9880	0.8876	0.9866	0.9579	0.7804	0.9864
0.0123	27.57	18140	0.0915	0.7687	0.9301	0.9552	nan	0.8856	0.9866	0.9511	0.8365	0.9906	0.8832	0.9862	0.9487	0.8054	0.9886
0.0157	27.6	18160	0.0909	0.7696	0.9311	0.9547	nan	0.8871	0.9889	0.9498	0.8392	0.9907	0.8842	0.9884	0.9474	0.8087	0.9886
0.0122	27.63	18180	0.0920	0.7724	0.9350	0.9636	nan	0.8905	0.9874	0.9636	0.8449	0.9888	0.8880	0.9871	0.9607	0.8119	0.9870
0.031	27.66	18200	0.0871	0.7718	0.9359	0.9593	nan	0.8934	0.9874	0.9562	0.8517	0.9906	0.8904	0.9871	0.9538	0.8111	0.9883
0.0191	27.69	18220	0.0889	0.7710	0.9341	0.9614	nan	0.8845	0.9867	0.9614	0.8496	0.9882	0.8821	0.9864	0.9586	0.8129	0.9864
0.0045	27.72	18240	0.0902	0.7741	0.9377	0.9621	nan	0.9046	0.9890	0.9595	0.8476	0.9879	0.9022	0.9874	0.9569	0.8120	0.9858
0.0507	27.75	18260	0.0870	0.7681	0.9310	0.9605	nan	0.8906	0.9878	0.9590	0.8291	0.9886	0.8883	0.9849	0.9564	0.7922	0.9866
0.0031	27.78	18280	0.0890	0.7702	0.9329	0.9598	nan	0.8924	0.9878	0.9575	0.8383	0.9887	0.8897	0.9852	0.9548	0.8043	0.9870
0.0037	27.81	18300	0.0912	0.7698	0.9319	0.9605	nan	0.8792	0.9880	0.9605	0.8437	0.9883	0.8769	0.9857	0.9576	0.8117	0.9867
0.0216	27.84	18320	0.0872	0.7681	0.9297	0.9588	nan	0.8758	0.9876	0.9577	0.8366	0.9908	0.8734	0.9861	0.9551	0.8054	0.9889
0.0094	27.87	18340	0.0900	0.7702	0.9317	0.9612	nan	0.8930	0.9875	0.9589	0.8276	0.9917	0.8906	0.9872	0.9563	0.7977	0.9895
0.0082	27.9	18360	0.0855	0.7747	0.9381	0.9701	nan	0.8968	0.9886	0.9714	0.8402	0.9934	0.8948	0.9883	0.9686	0.8054	0.9909
0.0323	27.93	18380	0.0843	0.7689	0.9324	0.9582	nan	0.8856	0.9889	0.9552	0.8411	0.9913	0.8835	0.9884	0.9530	0.7997	0.9886
0.018	27.96	18400	0.0848	0.7713	0.9345	0.9618	nan	0.8997	0.9894	0.9590	0.8339	0.9907	0.8973	0.9889	0.9566	0.7967	0.9882
0.0024	27.99	18420	0.0837	0.7753	0.9396	0.9615	nan	0.8993	0.9876	0.9588	0.8624	0.9901	0.8971	0.9873	0.9564	0.8231	0.9878
0.0112	28.02	18440	0.0827	0.7743	0.9381	0.9624	nan	0.8952	0.9894	0.9602	0.8542	0.9912	0.8933	0.9890	0.9577	0.8168	0.9892
0.0353	28.05	18460	0.0848	0.7734	0.9394	0.9641	nan	0.8948	0.9891	0.9630	0.8591	0.9909	0.8929	0.9886	0.9603	0.8092	0.9892
0.0096	28.09	18480	0.0841	0.7746	0.9392	0.9657	nan	0.9026	0.9898	0.9640	0.8470	0.9927	0.9007	0.9892	0.9613	0.8056	0.9908
0.0101	28.12	18500	0.0847	0.7706	0.9327	0.9645	nan	0.9004	0.9852	0.9632	0.8225	0.9923	0.8983	0.9847	0.9606	0.7901	0.9901
0.0061	28.15	18520	0.0856	0.7734	0.9359	0.9649	nan	0.8994	0.9883	0.9638	0.8366	0.9915	0.8971	0.9878	0.9610	0.8052	0.9894
0.0355	28.18	18540	0.0852	0.7715	0.9331	0.9626	nan	0.8930	0.9883	0.9612	0.8321	0.9908	0.8910	0.9878	0.9583	0.8033	0.9886
0.0099	28.21	18560	0.0865	0.7730	0.9349	0.9637	nan	0.8950	0.9875	0.9625	0.8377	0.9915	0.8927	0.9869	0.9597	0.8091	0.9894
0.0172	28.24	18580	0.0884	0.7734	0.9359	0.9634	nan	0.8940	0.9882	0.9618	0.8434	0.9923	0.8914	0.9876	0.9593	0.8124	0.9900
0.0056	28.27	18600	0.0844	0.7730	0.9363	0.9622	nan	0.9000	0.9887	0.9595	0.8421	0.9914	0.8976	0.9882	0.9570	0.8062	0.9892
0.0038	28.3	18620	0.0882	0.7697	0.9328	0.9599	nan	0.8831	0.9883	0.9584	0.8438	0.9904	0.8812	0.9879	0.9558	0.8047	0.9886
0.0056	28.33	18640	0.0845	0.7714	0.9336	0.9617	nan	0.8943	0.9876	0.9600	0.8362	0.9898	0.8923	0.9873	0.9573	0.8033	0.9881
0.0497	28.36	18660	0.0836	0.7706	0.9340	0.9553	nan	0.8920	0.9881	0.9505	0.8500	0.9892	0.8898	0.9876	0.9481	0.8110	0.9873
0.0058	28.39	18680	0.0844	0.7738	0.9379	0.9583	nan	0.8940	0.9878	0.9544	0.8624	0.9908	0.8919	0.9874	0.9518	0.8231	0.9887
0.0072	28.42	18700	0.0855	0.7701	0.9346	0.9595	nan	0.8832	0.9876	0.9582	0.8548	0.9894	0.8814	0.9872	0.9554	0.8092	0.9875
0.0113	28.45	18720	0.0880	0.7702	0.9333	0.9595	nan	0.8866	0.9895	0.9577	0.8447	0.9882	0.8849	0.9890	0.9548	0.8058	0.9866
0.0257	28.48	18740	0.0875	0.7744	0.9381	0.9643	nan	0.8951	0.9887	0.9630	0.8514	0.9922	0.8929	0.9884	0.9601	0.8148	0.9901
0.0042	28.51	18760	0.0906	0.7724	0.9355	0.9629	nan	0.8987	0.9883	0.9611	0.8394	0.9898	0.8968	0.9880	0.9581	0.8035	0.9881
0.0096	28.54	18780	0.0888	0.7694	0.9314	0.9598	nan	0.8850	0.9888	0.9581	0.8352	0.9898	0.8831	0.9883	0.9552	0.8018	0.9881
0.0055	28.57	18800	0.0885	0.7682	0.9291	0.9621	nan	0.8810	0.9892	0.9627	0.8251	0.9875	0.8791	0.9884	0.9596	0.7957	0.9861
0.0208	28.6	18820	0.0878	0.7688	0.9289	0.9634	nan	0.8894	0.9879	0.9632	0.8141	0.9899	0.8876	0.9871	0.9603	0.7898	0.9880
0.0344	28.63	18840	0.0882	0.7688	0.9296	0.9622	nan	0.8924	0.9878	0.9613	0.8173	0.9891	0.8904	0.9871	0.9584	0.7895	0.9874
0.0259	28.66	18860	0.0884	0.7675	0.9292	0.9641	nan	0.8856	0.9887	0.9656	0.8194	0.9869	0.8841	0.9881	0.9622	0.7850	0.9856
0.0296	28.69	18880	0.0843	0.7715	0.9363	0.9622	nan	0.8922	0.9880	0.9605	0.8497	0.9911	0.8902	0.9875	0.9580	0.8041	0.9891
0.0048	28.72	18900	0.0802	0.7742	0.9382	0.9677	nan	0.8938	0.9892	0.9688	0.8489	0.9904	0.8916	0.9888	0.9660	0.8100	0.9889
0.0194	28.75	18920	0.0829	0.7728	0.9350	0.9603	nan	0.9011	0.9868	0.9569	0.8402	0.9900	0.8985	0.9864	0.9543	0.8093	0.9884
0.0027	28.78	18940	0.0818	0.7707	0.9329	0.9626	nan	0.8936	0.9869	0.9625	0.8350	0.9865	0.8914	0.9866	0.9596	0.8015	0.9853
0.0056	28.81	18960	0.0837	0.7682	0.9283	0.9631	nan	0.8862	0.9890	0.9628	0.8132	0.9905	0.8848	0.9885	0.9598	0.7876	0.9886
0.004	28.84	18980	0.0855	0.7667	0.9270	0.9591	nan	0.8775	0.9889	0.9584	0.8213	0.9889	0.8760	0.9885	0.9553	0.7931	0.9873
0.0077	28.88	19000	0.0837	0.7741	0.9362	0.9613	nan	0.9090	0.9877	0.9574	0.8368	0.9902	0.9068	0.9874	0.9545	0.8076	0.9884
0.0093	28.91	19020	0.0808	0.7732	0.9360	0.9649	nan	0.8995	0.9867	0.9642	0.8395	0.9904	0.8981	0.9864	0.9609	0.8049	0.9886
0.0045	28.94	19040	0.0830	0.7737	0.9373	0.9636	nan	0.8918	0.9883	0.9628	0.8527	0.9910	0.8900	0.9879	0.9599	0.8155	0.9887
0.0065	28.97	19060	0.0837	0.7770	0.9415	0.9661	nan	0.9006	0.9892	0.9657	0.8628	0.9892	0.8985	0.9887	0.9626	0.8248	0.9875
0.0047	29.0	19080	0.0832	0.7787	0.9435	0.9676	nan	0.9077	0.9891	0.9672	0.8644	0.9890	0.9055	0.9886	0.9641	0.8268	0.9874
0.0041	29.03	19100	0.0821	0.7731	0.9368	0.9604	nan	0.8965	0.9889	0.9579	0.8522	0.9886	0.8941	0.9882	0.9551	0.8139	0.9871
0.0049	29.06	19120	0.0831	0.7719	0.9353	0.9659	nan	0.8940	0.9906	0.9669	0.8386	0.9864	0.8919	0.9899	0.9636	0.8011	0.9852
0.0309	29.09	19140	0.0829	0.7679	0.9306	0.9621	nan	0.8889	0.9884	0.9621	0.8267	0.9867	0.8866	0.9878	0.9592	0.7881	0.9855
0.0181	29.12	19160	0.0829	0.7729	0.9359	0.9655	nan	0.8982	0.9897	0.9645	0.8353	0.9920	0.8959	0.9891	0.9617	0.8004	0.9901
0.0096	29.15	19180	0.0843	0.7689	0.9309	0.9620	nan	0.8884	0.9885	0.9603	0.8241	0.9931	0.8862	0.9879	0.9577	0.7912	0.9907
0.0206	29.18	19200	0.0891	0.7672	0.9286	0.9573	nan	0.8910	0.9878	0.9536	0.8210	0.9897	0.8887	0.9874	0.9511	0.7882	0.9880
0.0303	29.21	19220	0.0873	0.7732	0.9362	0.9649	nan	0.8923	0.9880	0.9655	0.8472	0.9881	0.8904	0.9876	0.9622	0.8120	0.9869
0.0127	29.24	19240	0.0878	0.7727	0.9352	0.9622	nan	0.8913	0.9872	0.9606	0.8451	0.9917	0.8892	0.9867	0.9579	0.8126	0.9896
0.005	29.27	19260	0.0861	0.7737	0.9374	0.9658	nan	0.8885	0.9886	0.9667	0.8527	0.9904	0.8869	0.9881	0.9634	0.8152	0.9885
0.0038	29.3	19280	0.0896	0.7768	0.9423	0.9681	nan	0.8978	0.9896	0.9685	0.8634	0.9920	0.8959	0.9890	0.9654	0.8207	0.9898
0.022	29.33	19300	0.0899	0.7745	0.9380	0.9638	nan	0.8958	0.9893	0.9621	0.8505	0.9926	0.8938	0.9888	0.9593	0.8149	0.9901
0.0018	29.36	19320	0.0910	0.7708	0.9329	0.9540	nan	0.8935	0.9884	0.9486	0.8460	0.9881	0.8916	0.9878	0.9462	0.8128	0.9862
0.0032	29.39	19340	0.0883	0.7734	0.9366	0.9633	nan	0.8946	0.9886	0.9626	0.8492	0.9883	0.8928	0.9880	0.9596	0.8135	0.9867
0.0065	29.42	19360	0.0841	0.7770	0.9428	0.9662	nan	0.9101	0.9894	0.9643	0.8592	0.9909	0.9077	0.9889	0.9616	0.8149	0.9890
0.0106	29.45	19380	0.0854	0.7776	0.9435	0.9682	nan	0.9036	0.9896	0.9686	0.8667	0.9888	0.9012	0.9890	0.9657	0.8221	0.9873
0.0039	29.48	19400	0.0857	0.7746	0.9408	0.9650	nan	0.9044	0.9901	0.9640	0.8580	0.9875	0.9016	0.9896	0.9612	0.8094	0.9861
0.0172	29.51	19420	0.0876	0.7698	0.9324	0.9611	nan	0.8774	0.9888	0.9616	0.8461	0.9879	0.8754	0.9883	0.9587	0.8098	0.9864
0.0076	29.54	19440	0.0890	0.7778	0.9432	0.9621	nan	0.9043	0.9882	0.9594	0.8754	0.9885	0.9016	0.9878	0.9567	0.8338	0.9868
0.0041	29.57	19460	0.0889	0.7756	0.9411	0.9636	nan	0.8926	0.9898	0.9632	0.8717	0.9881	0.8905	0.9893	0.9603	0.8272	0.9866
0.0115	29.6	19480	0.0879	0.7772	0.9428	0.9628	nan	0.8988	0.9903	0.9605	0.8746	0.9899	0.8966	0.9898	0.9579	0.8307	0.9880
0.0046	29.64	19500	0.0857	0.7741	0.9405	0.9624	nan	0.8879	0.9901	0.9617	0.8741	0.9889	0.8859	0.9897	0.9590	0.8230	0.9872
0.0044	29.67	19520	0.0825	0.7764	0.9409	0.9638	nan	0.8932	0.9874	0.9629	0.8697	0.9911	0.8912	0.9871	0.9602	0.8310	0.9889
0.0081	29.7	19540	0.0896	0.7749	0.9396	0.9629	nan	0.8881	0.9884	0.9619	0.8679	0.9918	0.8857	0.9880	0.9593	0.8270	0.9893
0.0045	29.73	19560	0.0902	0.7745	0.9379	0.9621	nan	0.8897	0.9887	0.9607	0.8596	0.9909	0.8876	0.9882	0.9580	0.8246	0.9887
0.0038	29.76	19580	0.0882	0.7753	0.9383	0.9606	nan	0.8972	0.9894	0.9574	0.8569	0.9906	0.8955	0.9889	0.9546	0.8239	0.9886
0.0034	29.79	19600	0.0913	0.7751	0.9399	0.9607	nan	0.8939	0.9889	0.9578	0.8672	0.9915	0.8920	0.9884	0.9551	0.8253	0.9894
0.0065	29.82	19620	0.0887	0.7780	0.9438	0.9631	nan	0.9037	0.9894	0.9599	0.8737	0.9923	0.9016	0.9888	0.9573	0.8307	0.9899
0.0176	29.85	19640	0.0852	0.7771	0.9419	0.9654	nan	0.8997	0.9877	0.9643	0.8656	0.9921	0.8974	0.9873	0.9616	0.8263	0.9899
0.0029	29.88	19660	0.0852	0.7746	0.9384	0.9625	nan	0.8960	0.9871	0.9612	0.8585	0.9890	0.8938	0.9866	0.9583	0.8216	0.9873
0.011	29.91	19680	0.0882	0.7738	0.9360	0.9642	nan	0.8938	0.9899	0.9635	0.8426	0.9900	0.8921	0.9893	0.9605	0.8128	0.9880
0.027	29.94	19700	0.0884	0.7600	0.9192	0.9573	nan	0.8756	0.9873	0.9565	0.7894	0.9872	0.8737	0.9867	0.9539	0.7603	0.9854
0.0048	29.97	19720	0.0894	0.7572	0.9150	0.9626	nan	0.8827	0.9890	0.9632	0.7509	0.9889	0.8811	0.9885	0.9603	0.7263	0.9870
0.016	30.0	19740	0.0866	0.7585	0.9165	0.9588	nan	0.8743	0.9861	0.9583	0.7731	0.9908	0.8726	0.9858	0.9555	0.7486	0.9888
0.0051	30.03	19760	0.0872	0.7689	0.9293	0.9626	nan	0.9033	0.9903	0.9600	0.8038	0.9893	0.9008	0.9897	0.9572	0.7781	0.9877
0.0096	30.06	19780	0.0832	0.7593	0.9174	0.9622	nan	0.8876	0.9900	0.9617	0.7587	0.9890	0.8859	0.9893	0.9589	0.7346	0.9873
0.0226	30.09	19800	0.0858	0.7619	0.9211	0.9651	nan	0.9037	0.9884	0.9637	0.7580	0.9915	0.9013	0.9880	0.9612	0.7314	0.9895
0.0119	30.12	19820	0.0887	0.7648	0.9248	0.9566	nan	0.8906	0.9892	0.9523	0.8012	0.9906	0.8889	0.9886	0.9498	0.7728	0.9886
0.0023	30.15	19840	0.0837	0.7718	0.9356	0.9618	nan	0.8888	0.9913	0.9596	0.8460	0.9925	0.8872	0.9900	0.9569	0.8069	0.9898
0.0038	30.18	19860	0.0864	0.7709	0.9354	0.9610	nan	0.8862	0.9880	0.9592	0.8512	0.9924	0.8844	0.9873	0.9566	0.8075	0.9897
0.0103	30.21	19880	0.0823	0.7659	0.9285	0.9649	nan	0.8852	0.9880	0.9656	0.8122	0.9916	0.8836	0.9875	0.9627	0.7721	0.9897
0.0244	30.24	19900	0.0829	0.7665	0.9275	0.9648	nan	0.8851	0.9893	0.9651	0.8052	0.9927	0.8834	0.9888	0.9624	0.7738	0.9905
0.0072	30.27	19920	0.0830	0.7642	0.9237	0.9588	nan	0.8904	0.9900	0.9552	0.7904	0.9927	0.8883	0.9894	0.9529	0.7647	0.9901
0.0099	30.3	19940	0.0862	0.7626	0.9218	0.9572	nan	0.8922	0.9900	0.9525	0.7817	0.9925	0.8901	0.9894	0.9504	0.7560	0.9898
0.0049	30.33	19960	0.0869	0.7624	0.9217	0.9606	nan	0.8858	0.9908	0.9583	0.7804	0.9932	0.8839	0.9902	0.9559	0.7540	0.9906
0.0044	30.36	19980	0.0857	0.7643	0.9245	0.9660	nan	0.8953	0.9873	0.9661	0.7821	0.9917	0.8931	0.9870	0.9634	0.7529	0.9897
0.0566	30.4	20000	0.0854	0.7633	0.9227	0.9589	nan	0.8813	0.9885	0.9567	0.7945	0.9926	0.8791	0.9880	0.9545	0.7680	0.9901
0.0265	30.43	20020	0.0862	0.7736	0.9373	0.9649	nan	0.9003	0.9882	0.9634	0.8424	0.9922	0.8973	0.9878	0.9610	0.8056	0.9899
0.023	30.46	20040	0.0876	0.7709	0.9349	0.9620	nan	0.8828	0.9892	0.9614	0.8506	0.9908	0.8803	0.9886	0.9588	0.8087	0.9888
0.0096	30.49	20060	0.0891	0.7709	0.9339	0.9623	nan	0.8938	0.9869	0.9608	0.8368	0.9912	0.8913	0.9866	0.9583	0.8001	0.9891
0.0306	30.52	20080	0.0906	0.7667	0.9287	0.9596	nan	0.8911	0.9901	0.9568	0.8155	0.9900	0.8885	0.9895	0.9545	0.7795	0.9880
0.0041	30.55	20100	0.0913	0.7643	0.9252	0.9629	nan	0.8865	0.9898	0.9626	0.7971	0.9901	0.8843	0.9892	0.9600	0.7641	0.9882
0.0058	30.58	20120	0.0882	0.7632	0.9235	0.9637	nan	0.8993	0.9871	0.9626	0.7789	0.9896	0.8969	0.9867	0.9601	0.7481	0.9877
0.0121	30.61	20140	0.0901	0.7611	0.9205	0.9611	nan	0.8992	0.9883	0.9590	0.7678	0.9880	0.8972	0.9879	0.9563	0.7386	0.9863
0.0333	30.64	20160	0.0878	0.7671	0.9273	0.9687	nan	0.9033	0.9897	0.9696	0.7850	0.9887	0.9013	0.9893	0.9665	0.7586	0.9870
0.0033	30.67	20180	0.0856	0.7744	0.9384	0.9663	nan	0.9049	0.9900	0.9654	0.8421	0.9897	0.9026	0.9895	0.9628	0.8036	0.9878
0.0347	30.7	20200	0.0860	0.7746	0.9398	0.9629	nan	0.9016	0.9898	0.9601	0.8563	0.9914	0.8989	0.9893	0.9577	0.8123	0.9892
0.0304	30.73	20220	0.0897	0.7727	0.9367	0.9611	nan	0.8823	0.9902	0.9602	0.8609	0.9901	0.8805	0.9896	0.9574	0.8200	0.9884
0.0095	30.76	20240	0.0880	0.7753	0.9395	0.9615	nan	0.8990	0.9907	0.9583	0.8586	0.9909	0.8968	0.9901	0.9558	0.8203	0.9889
0.0267	30.79	20260	0.0879	0.7742	0.9375	0.9636	nan	0.9065	0.9892	0.9614	0.8421	0.9883	0.9042	0.9886	0.9589	0.8073	0.9865
0.0058	30.82	20280	0.0867	0.7756	0.9411	0.9651	nan	0.9041	0.9899	0.9636	0.8586	0.9894	0.9022	0.9891	0.9609	0.8134	0.9878
0.0123	30.85	20300	0.0954	0.7754	0.9419	0.9613	nan	0.8978	0.9907	0.9584	0.8729	0.9897	0.8957	0.9899	0.9560	0.8231	0.9879
0.0313	30.88	20320	0.0924	0.7768	0.9430	0.9643	nan	0.9000	0.9889	0.9631	0.8739	0.9890	0.8981	0.9884	0.9603	0.8268	0.9873
0.0122	30.91	20340	0.0909	0.7730	0.9371	0.9609	nan	0.8857	0.9894	0.9601	0.8625	0.9879	0.8837	0.9889	0.9573	0.8219	0.9862
0.0065	30.94	20360	0.0899	0.7749	0.9409	0.9635	nan	0.8831	0.9893	0.9637	0.8780	0.9904	0.8806	0.9887	0.9611	0.8307	0.9885
0.0141	30.97	20380	0.0900	0.7747	0.9404	0.9575	nan	0.8887	0.9900	0.9532	0.8783	0.9919	0.8862	0.9894	0.9510	0.8320	0.9895
0.0053	31.0	20400	0.0923	0.7787	0.9446	0.9664	nan	0.8993	0.9908	0.9661	0.8777	0.9892	0.8978	0.9900	0.9630	0.8341	0.9875
0.0044	31.03	20420	0.0863	0.7758	0.9405	0.9629	nan	0.8935	0.9879	0.9615	0.8685	0.9912	0.8913	0.9873	0.9589	0.8281	0.9891
0.0311	31.06	20440	0.0868	0.7728	0.9366	0.9625	nan	0.8909	0.9883	0.9613	0.8518	0.9906	0.8890	0.9877	0.9585	0.8130	0.9888
0.0093	31.09	20460	0.0936	0.7761	0.9411	0.9650	nan	0.8956	0.9886	0.9644	0.8658	0.9910	0.8933	0.9880	0.9615	0.8247	0.9893
0.0105	31.12	20480	0.0923	0.7698	0.9325	0.9594	nan	0.8611	0.9873	0.9605	0.8631	0.9906	0.8589	0.9869	0.9577	0.8267	0.9888
0.0274	31.16	20500	0.0893	0.7703	0.9319	0.9611	nan	0.8724	0.9891	0.9614	0.8460	0.9908	0.8700	0.9887	0.9587	0.8155	0.9889
0.0264	31.19	20520	0.0938	0.7724	0.9343	0.9636	nan	0.8875	0.9895	0.9636	0.8415	0.9892	0.8854	0.9890	0.9607	0.8119	0.9876
0.0353	31.22	20540	0.0919	0.7736	0.9353	0.9616	nan	0.8930	0.9888	0.9596	0.8446	0.9906	0.8907	0.9883	0.9570	0.8166	0.9887
0.004	31.25	20560	0.0919	0.7750	0.9377	0.9649	nan	0.8922	0.9885	0.9645	0.8509	0.9922	0.8901	0.9880	0.9618	0.8201	0.9901
0.0099	31.28	20580	0.0880	0.7768	0.9412	0.9644	nan	0.9070	0.9888	0.9621	0.8579	0.9901	0.9044	0.9882	0.9595	0.8198	0.9885
0.035	31.31	20600	0.0863	0.7754	0.9383	0.9626	nan	0.9045	0.9883	0.9597	0.8484	0.9906	0.9021	0.9878	0.9572	0.8168	0.9887
0.0026	31.34	20620	0.0878	0.7796	0.9470	0.9685	nan	0.8993	0.9898	0.9693	0.8862	0.9901	0.8972	0.9893	0.9664	0.8365	0.9884
0.0289	31.37	20640	0.0889	0.7738	0.9408	0.9573	nan	0.8935	0.9875	0.9536	0.8812	0.9883	0.8910	0.9871	0.9511	0.8268	0.9865
0.006	31.4	20660	0.0917	0.7745	0.9393	0.9551	nan	0.9049	0.9907	0.9485	0.8647	0.9878	0.9026	0.9902	0.9460	0.8221	0.9861
0.0042	31.43	20680	0.0864	0.7767	0.9412	0.9659	nan	0.8989	0.9894	0.9656	0.8625	0.9896	0.8970	0.9890	0.9626	0.8238	0.9880
0.0093	31.46	20700	0.0891	0.7731	0.9354	0.9609	nan	0.8976	0.9901	0.9578	0.8407	0.9907	0.8953	0.9895	0.9554	0.8099	0.9885
0.0035	31.49	20720	0.0934	0.7737	0.9356	0.9653	nan	0.8940	0.9899	0.9655	0.8397	0.9887	0.8920	0.9893	0.9628	0.8116	0.9868
0.0015	31.52	20740	0.0978	0.7718	0.9326	0.9617	nan	0.9023	0.9887	0.9595	0.8255	0.9870	0.9000	0.9883	0.9571	0.8000	0.9852
0.0021	31.55	20760	0.0974	0.7715	0.9324	0.9599	nan	0.8985	0.9896	0.9560	0.8263	0.9914	0.8963	0.9891	0.9538	0.8005	0.9889
0.0078	31.58	20780	0.0977	0.7747	0.9369	0.9630	nan	0.9005	0.9902	0.9600	0.8410	0.9926	0.8983	0.9897	0.9577	0.8121	0.9902
0.008	31.61	20800	0.0968	0.7746	0.9369	0.9634	nan	0.8990	0.9889	0.9612	0.8431	0.9922	0.8972	0.9885	0.9588	0.8132	0.9900
0.0044	31.64	20820	0.0980	0.7764	0.9403	0.9601	nan	0.9036	0.9897	0.9554	0.8607	0.9920	0.9018	0.9892	0.9530	0.8243	0.9898
0.0092	31.67	20840	0.0939	0.7759	0.9404	0.9609	nan	0.8978	0.9907	0.9574	0.8653	0.9910	0.8960	0.9902	0.9549	0.8249	0.9892
0.0053	31.7	20860	0.0956	0.7717	0.9364	0.9583	nan	0.8860	0.9877	0.9552	0.8608	0.9924	0.8840	0.9872	0.9531	0.8156	0.9901
0.0439	31.73	20880	0.1011	0.7701	0.9353	0.9553	nan	0.8890	0.9883	0.9500	0.8571	0.9923	0.8865	0.9878	0.9482	0.8082	0.9898
0.0139	31.76	20900	0.0952	0.7747	0.9402	0.9607	nan	0.8955	0.9887	0.9576	0.8680	0.9914	0.8936	0.9882	0.9553	0.8219	0.9890
0.0028	31.79	20920	0.0974	0.7769	0.9431	0.9617	nan	0.9080	0.9883	0.9577	0.8709	0.9909	0.9059	0.9879	0.9554	0.8235	0.9886
0.0314	31.82	20940	0.0953	0.7779	0.9435	0.9627	nan	0.9078	0.9899	0.9593	0.8703	0.9903	0.9061	0.9894	0.9567	0.8269	0.9883
0.008	31.85	20960	0.0898	0.7776	0.9435	0.9641	nan	0.9002	0.9895	0.9618	0.8734	0.9927	0.8984	0.9891	0.9592	0.8285	0.9903
0.0054	31.88	20980	0.0910	0.7763	0.9413	0.9637	nan	0.9002	0.9887	0.9616	0.8650	0.9911	0.8981	0.9883	0.9590	0.8232	0.9892
0.004	31.91	21000	0.0930	0.7748	0.9382	0.9621	nan	0.8969	0.9902	0.9598	0.8540	0.9903	0.8951	0.9896	0.9571	0.8189	0.9883
0.0136	31.95	21020	0.0912	0.7769	0.9409	0.9631	nan	0.9017	0.9894	0.9604	0.8617	0.9914	0.8996	0.9888	0.9580	0.8259	0.9891
0.0086	31.98	21040	0.0884	0.7778	0.9430	0.9646	nan	0.9016	0.9903	0.9630	0.8705	0.9897	0.8997	0.9897	0.9602	0.8295	0.9877
0.0039	32.01	21060	0.0897	0.7762	0.9412	0.9645	nan	0.9011	0.9872	0.9630	0.8638	0.9910	0.8988	0.9867	0.9605	0.8221	0.9889
0.005	32.04	21080	0.0979	0.7802	0.9479	0.9680	nan	0.9063	0.9903	0.9670	0.8838	0.9919	0.9041	0.9896	0.9641	0.8336	0.9901
0.0202	32.07	21100	0.1006	0.7738	0.9414	0.9583	nan	0.8936	0.9889	0.9542	0.8789	0.9913	0.8915	0.9884	0.9516	0.8223	0.9893
0.0135	32.1	21120	0.0997	0.7757	0.9418	0.9633	nan	0.8954	0.9901	0.9617	0.8710	0.9906	0.8938	0.9895	0.9588	0.8230	0.9889
0.0135	32.13	21140	0.0938	0.7761	0.9419	0.9628	nan	0.8999	0.9886	0.9604	0.8691	0.9912	0.8980	0.9881	0.9577	0.8237	0.9892
0.0036	32.16	21160	0.0897	0.7758	0.9407	0.9593	nan	0.8987	0.9876	0.9550	0.8704	0.9921	0.8967	0.9871	0.9525	0.8283	0.9899
0.0072	32.19	21180	0.0954	0.7765	0.9400	0.9607	nan	0.8963	0.9894	0.9569	0.8643	0.9932	0.8942	0.9888	0.9544	0.8307	0.9905
0.0066	32.22	21200	0.0985	0.7741	0.9378	0.9616	nan	0.8885	0.9899	0.9597	0.8596	0.9915	0.8866	0.9893	0.9570	0.8224	0.9894
0.0071	32.25	21220	0.0992	0.7713	0.9347	0.9587	nan	0.8890	0.9893	0.9556	0.8488	0.9907	0.8872	0.9888	0.9531	0.8105	0.9884
0.0546	32.28	21240	0.0983	0.7728	0.9363	0.9639	nan	0.8924	0.9885	0.9631	0.8462	0.9913	0.8905	0.9880	0.9604	0.8088	0.9891
0.0078	32.31	21260	0.0999	0.7736	0.9385	0.9579	nan	0.9005	0.9894	0.9529	0.8594	0.9904	0.8979	0.9888	0.9505	0.8157	0.9885
0.0049	32.34	21280	0.1008	0.7743	0.9388	0.9600	nan	0.8976	0.9882	0.9562	0.8598	0.9922	0.8951	0.9877	0.9537	0.8193	0.9900
0.0018	32.37	21300	0.0973	0.7744	0.9375	0.9621	nan	0.8979	0.9876	0.9596	0.8505	0.9922	0.8957	0.9872	0.9569	0.8168	0.9899
0.0142	32.4	21320	0.0944	0.7734	0.9372	0.9588	nan	0.8937	0.9883	0.9552	0.8581	0.9910	0.8916	0.9878	0.9526	0.8194	0.9889
0.0098	32.43	21340	0.1006	0.7726	0.9361	0.9598	nan	0.8951	0.9867	0.9566	0.8507	0.9914	0.8931	0.9863	0.9540	0.8130	0.9892
0.0035	32.46	21360	0.1012	0.7730	0.9359	0.9630	nan	0.8949	0.9886	0.9615	0.8443	0.9904	0.8934	0.9881	0.9586	0.8092	0.9885
0.0051	32.49	21380	0.0971	0.7737	0.9373	0.9605	nan	0.9044	0.9887	0.9563	0.8460	0.9910	0.9025	0.9881	0.9538	0.8086	0.9891
0.0059	32.52	21400	0.0935	0.7711	0.9347	0.9586	nan	0.8945	0.9898	0.9557	0.8474	0.9863	0.8926	0.9892	0.9530	0.8066	0.9850
0.0124	32.55	21420	0.0923	0.7712	0.9354	0.9612	nan	0.8849	0.9876	0.9604	0.8542	0.9898	0.8829	0.9871	0.9577	0.8115	0.9878
0.0094	32.58	21440	0.0952	0.7725	0.9363	0.9623	nan	0.8870	0.9872	0.9620	0.8562	0.9892	0.8853	0.9867	0.9591	0.8168	0.9873
0.0102	32.61	21460	0.0940	0.7726	0.9352	0.9628	nan	0.8876	0.9880	0.9624	0.8476	0.9902	0.8859	0.9875	0.9595	0.8148	0.9881
0.002	32.64	21480	0.0954	0.7703	0.9326	0.9589	nan	0.8776	0.9891	0.9580	0.8498	0.9885	0.8761	0.9886	0.9551	0.8151	0.9867
0.0054	32.67	21500	0.0923	0.7708	0.9334	0.9594	nan	0.8793	0.9896	0.9583	0.8505	0.9891	0.8779	0.9891	0.9554	0.8153	0.9873
0.0086	32.71	21520	0.0950	0.7732	0.9370	0.9596	nan	0.8925	0.9885	0.9564	0.8561	0.9916	0.8907	0.9881	0.9537	0.8173	0.9892
0.0368	32.74	21540	0.0976	0.7749	0.9385	0.9640	nan	0.8965	0.9892	0.9626	0.8535	0.9909	0.8948	0.9887	0.9597	0.8174	0.9888
0.0066	32.77	21560	0.0977	0.7732	0.9368	0.9591	nan	0.8959	0.9880	0.9552	0.8529	0.9920	0.8937	0.9876	0.9527	0.8158	0.9896
0.012	32.8	21580	0.0966	0.7741	0.9403	0.9616	nan	0.9036	0.9897	0.9588	0.8618	0.9876	0.9012	0.9892	0.9561	0.8118	0.9861
0.007	32.83	21600	0.0961	0.7723	0.9379	0.9633	nan	0.8902	0.9882	0.9637	0.8605	0.9867	0.8884	0.9877	0.9607	0.8120	0.9852
0.0434	32.86	21620	0.0918	0.7725	0.9371	0.9629	nan	0.8938	0.9885	0.9624	0.8535	0.9872	0.8917	0.9879	0.9596	0.8099	0.9857
0.0107	32.89	21640	0.0946	0.7720	0.9349	0.9630	nan	0.8932	0.9881	0.9617	0.8405	0.9909	0.8913	0.9872	0.9590	0.8058	0.9888
0.0149	32.92	21660	0.0985	0.7705	0.9324	0.9616	nan	0.8917	0.9871	0.9600	0.8327	0.9907	0.8901	0.9864	0.9572	0.8008	0.9885
0.0111	32.95	21680	0.0910	0.7714	0.9335	0.9655	nan	0.8972	0.9895	0.9651	0.8255	0.9902	0.8958	0.9889	0.9621	0.7937	0.9882
0.0079	32.98	21700	0.0923	0.7732	0.9356	0.9669	nan	0.8979	0.9896	0.9670	0.8329	0.9905	0.8964	0.9890	0.9639	0.8013	0.9885
0.0032	33.01	21720	0.0909	0.7718	0.9340	0.9660	nan	0.8964	0.9886	0.9661	0.8284	0.9906	0.8946	0.9882	0.9630	0.7961	0.9887
0.0031	33.04	21740	0.0861	0.7698	0.9314	0.9633	nan	0.8956	0.9876	0.9623	0.8213	0.9899	0.8938	0.9873	0.9593	0.7904	0.9882
0.0104	33.07	21760	0.0898	0.7723	0.9357	0.9651	nan	0.8942	0.9865	0.9652	0.8421	0.9907	0.8923	0.9862	0.9620	0.8046	0.9888
0.0504	33.1	21780	0.0901	0.7753	0.9402	0.9657	nan	0.8998	0.9889	0.9649	0.8563	0.9908	0.8972	0.9885	0.9621	0.8152	0.9889
0.0029	33.13	21800	0.0894	0.7752	0.9404	0.9629	nan	0.8966	0.9884	0.9611	0.8653	0.9909	0.8943	0.9879	0.9584	0.8216	0.9889
0.0078	33.16	21820	0.0931	0.7724	0.9368	0.9594	nan	0.8895	0.9880	0.9567	0.8589	0.9907	0.8875	0.9875	0.9541	0.8168	0.9887
0.012	33.19	21840	0.0933	0.7729	0.9357	0.9609	nan	0.8906	0.9891	0.9593	0.8510	0.9885	0.8887	0.9885	0.9565	0.8169	0.9867
0.0066	33.22	21860	0.0920	0.7735	0.9373	0.9608	nan	0.8963	0.9876	0.9589	0.8564	0.9873	0.8943	0.9871	0.9562	0.8177	0.9857
0.0099	33.25	21880	0.0921	0.7772	0.9428	0.9634	nan	0.8997	0.9901	0.9615	0.8729	0.9898	0.8976	0.9894	0.9588	0.8294	0.9878
0.0131	33.28	21900	0.0988	0.7806	0.9452	0.9709	nan	0.9040	0.9912	0.9718	0.8672	0.9919	0.9024	0.9904	0.9685	0.8327	0.9897
0.0034	33.31	21920	0.0927	0.7759	0.9403	0.9642	nan	0.8929	0.9861	0.9637	0.8674	0.9910	0.8912	0.9857	0.9609	0.8289	0.9889
0.0259	33.34	21940	0.0925	0.7742	0.9374	0.9602	nan	0.8921	0.9887	0.9572	0.8573	0.9917	0.8901	0.9882	0.9547	0.8229	0.9894
0.0045	33.37	21960	0.0951	0.7726	0.9364	0.9607	nan	0.8810	0.9887	0.9600	0.8621	0.9900	0.8791	0.9882	0.9572	0.8231	0.9882
0.006	33.4	21980	0.0897	0.7748	0.9392	0.9623	nan	0.8934	0.9904	0.9604	0.8616	0.9900	0.8911	0.9899	0.9579	0.8217	0.9881
0.0064	33.43	22000	0.0944	0.7739	0.9379	0.9621	nan	0.8891	0.9881	0.9609	0.8607	0.9907	0.8870	0.9876	0.9583	0.8219	0.9887
0.006	33.47	22020	0.0922	0.7717	0.9345	0.9621	nan	0.8838	0.9889	0.9619	0.8486	0.9894	0.8817	0.9885	0.9591	0.8133	0.9876
0.0175	33.5	22040	0.0934	0.7735	0.9360	0.9643	nan	0.8896	0.9883	0.9642	0.8466	0.9913	0.8874	0.9879	0.9613	0.8151	0.9892
0.0021	33.53	22060	0.0901	0.7751	0.9389	0.9635	nan	0.8933	0.9894	0.9623	0.8584	0.9909	0.8913	0.9890	0.9595	0.8221	0.9889
0.0136	33.56	22080	0.0953	0.7711	0.9341	0.9589	nan	0.8916	0.9883	0.9557	0.8445	0.9905	0.8895	0.9878	0.9530	0.8078	0.9886
0.0061	33.59	22100	0.0934	0.7731	0.9371	0.9624	nan	0.8888	0.9885	0.9609	0.8548	0.9926	0.8867	0.9879	0.9584	0.8152	0.9902
0.0077	33.62	22120	0.0930	0.7734	0.9368	0.9611	nan	0.8894	0.9876	0.9587	0.8551	0.9931	0.8874	0.9870	0.9563	0.8191	0.9906
0.008	33.65	22140	0.0887	0.7738	0.9368	0.9601	nan	0.8925	0.9896	0.9577	0.8553	0.9890	0.8904	0.9891	0.9550	0.8212	0.9873
0.0024	33.68	22160	0.0914	0.7724	0.9354	0.9608	nan	0.8862	0.9884	0.9599	0.8542	0.9881	0.8841	0.9879	0.9571	0.8186	0.9866
0.011	33.71	22180	0.0894	0.7750	0.9383	0.9641	nan	0.8951	0.9888	0.9627	0.8527	0.9920	0.8930	0.9884	0.9599	0.8187	0.9899
0.0392	33.74	22200	0.0929	0.7726	0.9364	0.9620	nan	0.8883	0.9868	0.9612	0.8553	0.9903	0.8862	0.9865	0.9584	0.8161	0.9885
0.0043	33.77	22220	0.0960	0.7726	0.9370	0.9597	nan	0.8933	0.9874	0.9567	0.8567	0.9911	0.8912	0.9870	0.9542	0.8143	0.9892
0.0018	33.8	22240	0.0967	0.7736	0.9369	0.9632	nan	0.8894	0.9890	0.9625	0.8532	0.9906	0.8876	0.9886	0.9598	0.8171	0.9888
0.0026	33.83	22260	0.0964	0.7746	0.9378	0.9619	nan	0.8970	0.9889	0.9594	0.8527	0.9911	0.8952	0.9884	0.9568	0.8182	0.9891
0.0027	33.86	22280	0.1005	0.7749	0.9372	0.9607	nan	0.9036	0.9882	0.9568	0.8465	0.9909	0.9018	0.9877	0.9544	0.8167	0.9889
0.0229	33.89	22300	0.0972	0.7750	0.9373	0.9631	nan	0.8964	0.9889	0.9616	0.8498	0.9899	0.8948	0.9885	0.9588	0.8194	0.9881
0.0323	33.92	22320	0.0982	0.7739	0.9369	0.9619	nan	0.8952	0.9880	0.9595	0.8500	0.9920	0.8934	0.9876	0.9569	0.8157	0.9898
0.0035	33.95	22340	0.0979	0.7740	0.9371	0.9615	nan	0.8994	0.9890	0.9583	0.8472	0.9914	0.8974	0.9885	0.9557	0.8133	0.9894
0.0465	33.98	22360	0.0987	0.7739	0.9372	0.9633	nan	0.8916	0.9889	0.9620	0.8511	0.9924	0.8897	0.9883	0.9593	0.8156	0.9902
0.0666	34.01	22380	0.0964	0.7730	0.9365	0.9599	nan	0.8945	0.9887	0.9566	0.8513	0.9914	0.8924	0.9882	0.9539	0.8141	0.9896
0.0077	34.04	22400	0.1050	0.7672	0.9294	0.9540	nan	0.8768	0.9879	0.9500	0.8410	0.9912	0.8751	0.9875	0.9473	0.8036	0.9893
0.0025	34.07	22420	0.0995	0.7718	0.9355	0.9608	nan	0.8927	0.9890	0.9580	0.8459	0.9918	0.8907	0.9886	0.9553	0.8064	0.9899
0.0084	34.1	22440	0.0946	0.7710	0.9337	0.9615	nan	0.8840	0.9884	0.9607	0.8450	0.9905	0.8822	0.9880	0.9580	0.8091	0.9888
0.0017	34.13	22460	0.0946	0.7735	0.9373	0.9642	nan	0.8909	0.9885	0.9637	0.8523	0.9912	0.8888	0.9882	0.9609	0.8137	0.9893
0.0056	34.16	22480	0.0922	0.7707	0.9323	0.9605	nan	0.8866	0.9888	0.9590	0.8373	0.9898	0.8845	0.9884	0.9564	0.8076	0.9875
0.0039	34.19	22500	0.0900	0.7736	0.9362	0.9649	nan	0.8945	0.9872	0.9646	0.8437	0.9909	0.8926	0.9869	0.9618	0.8120	0.9886
0.0974	34.22	22520	0.0883	0.7759	0.9408	0.9645	nan	0.8984	0.9889	0.9631	0.8625	0.9911	0.8964	0.9885	0.9605	0.8209	0.9890
0.0084	34.26	22540	0.0887	0.7745	0.9386	0.9637	nan	0.9012	0.9894	0.9613	0.8491	0.9921	0.8996	0.9889	0.9587	0.8100	0.9897
0.0095	34.29	22560	0.0879	0.7735	0.9364	0.9622	nan	0.9042	0.9889	0.9587	0.8380	0.9920	0.9024	0.9885	0.9561	0.8041	0.9897
0.0045	34.32	22580	0.0932	0.7726	0.9343	0.9613	nan	0.9132	0.9895	0.9560	0.8203	0.9923	0.9111	0.9891	0.9536	0.7921	0.9899
0.0105	34.35	22600	0.0892	0.7734	0.9356	0.9690	nan	0.9090	0.9882	0.9686	0.8203	0.9922	0.9070	0.9878	0.9658	0.7901	0.9899
0.0071	34.38	22620	0.0890	0.7728	0.9350	0.9672	nan	0.9022	0.9885	0.9670	0.8260	0.9913	0.9004	0.9881	0.9643	0.7950	0.9891
0.0299	34.41	22640	0.0881	0.7704	0.9334	0.9617	nan	0.8997	0.9883	0.9591	0.8298	0.9902	0.8975	0.9878	0.9565	0.7927	0.9882
0.007	34.44	22660	0.0894	0.7720	0.9348	0.9627	nan	0.9049	0.9885	0.9596	0.8295	0.9915	0.9031	0.9881	0.9569	0.7944	0.9894
0.0175	34.47	22680	0.0898	0.7699	0.9317	0.9629	nan	0.8929	0.9872	0.9616	0.8250	0.9918	0.8912	0.9867	0.9589	0.7929	0.9896
0.0094	34.5	22700	0.0924	0.7728	0.9357	0.9629	nan	0.8983	0.9884	0.9603	0.8381	0.9934	0.8963	0.9880	0.9578	0.8040	0.9907
0.0038	34.53	22720	0.0984	0.7736	0.9367	0.9638	nan	0.8993	0.9891	0.9613	0.8401	0.9937	0.8974	0.9887	0.9587	0.8060	0.9912
0.0153	34.56	22740	0.0952	0.7739	0.9368	0.9646	nan	0.9019	0.9868	0.9630	0.8403	0.9921	0.9000	0.9865	0.9603	0.8065	0.9901
0.0129	34.59	22760	0.0917	0.7710	0.9329	0.9620	nan	0.8927	0.9883	0.9607	0.8331	0.9895	0.8907	0.9879	0.9579	0.8015	0.9878
0.0095	34.62	22780	0.0936	0.7682	0.9302	0.9584	nan	0.8846	0.9881	0.9564	0.8329	0.9888	0.8824	0.9876	0.9538	0.7984	0.9870
0.005	34.65	22800	0.0939	0.7682	0.9299	0.9587	nan	0.8723	0.9898	0.9575	0.8381	0.9917	0.8703	0.9892	0.9550	0.8053	0.9896
0.0053	34.68	22820	0.0945	0.7726	0.9349	0.9640	nan	0.8880	0.9897	0.9633	0.8413	0.9924	0.8861	0.9891	0.9607	0.8096	0.9902
0.0048	34.71	22840	0.0952	0.7721	0.9340	0.9623	nan	0.8935	0.9870	0.9604	0.8369	0.9922	0.8917	0.9866	0.9579	0.8063	0.9900
0.024	34.74	22860	0.0902	0.7703	0.9323	0.9612	nan	0.8831	0.9888	0.9603	0.8386	0.9909	0.8812	0.9883	0.9577	0.8055	0.9890
0.0079	34.77	22880	0.0921	0.7706	0.9352	0.9630	nan	0.8852	0.9883	0.9632	0.8504	0.9891	0.8834	0.9878	0.9605	0.8046	0.9876
0.0042	34.8	22900	0.0932	0.7754	0.9398	0.9649	nan	0.8972	0.9883	0.9639	0.8583	0.9914	0.8953	0.9878	0.9611	0.8184	0.9896
0.015	34.83	22920	0.0935	0.7750	0.9387	0.9637	nan	0.8987	0.9894	0.9618	0.8520	0.9917	0.8969	0.9888	0.9592	0.8151	0.9898
0.0075	34.86	22940	0.0917	0.7733	0.9361	0.9619	nan	0.8973	0.9863	0.9598	0.8463	0.9910	0.8953	0.9860	0.9573	0.8123	0.9887
0.0043	34.89	22960	0.0923	0.7721	0.9340	0.9611	nan	0.8953	0.9889	0.9582	0.8361	0.9916	0.8935	0.9885	0.9558	0.8058	0.9891
0.0127	34.92	22980	0.0915	0.7743	0.9382	0.9626	nan	0.8981	0.9889	0.9604	0.8528	0.9907	0.8961	0.9885	0.9579	0.8146	0.9886
0.0051	34.95	23000	0.0928	0.7728	0.9359	0.9626	nan	0.8939	0.9867	0.9613	0.8467	0.9907	0.8918	0.9864	0.9587	0.8110	0.9887
0.0277	34.98	23020	0.0918	0.7742	0.9383	0.9617	nan	0.8949	0.9881	0.9592	0.8571	0.9923	0.8920	0.9876	0.9570	0.8185	0.9900
0.0068	35.02	23040	0.0918	0.7760	0.9392	0.9644	nan	0.9006	0.9894	0.9624	0.8513	0.9924	0.8984	0.9890	0.9599	0.8184	0.9902
0.0076	35.05	23060	0.0945	0.7737	0.9369	0.9626	nan	0.8937	0.9880	0.9608	0.8499	0.9922	0.8919	0.9875	0.9584	0.8147	0.9899
0.0035	35.08	23080	0.0939	0.7737	0.9374	0.9633	nan	0.8938	0.9869	0.9628	0.8550	0.9887	0.8919	0.9865	0.9601	0.8165	0.9869
0.011	35.11	23100	0.0940	0.7754	0.9400	0.9657	nan	0.9000	0.9884	0.9653	0.8569	0.9894	0.8980	0.9880	0.9626	0.8160	0.9875
0.0042	35.14	23120	0.0936	0.7746	0.9400	0.9635	nan	0.8950	0.9886	0.9619	0.8626	0.9920	0.8932	0.9881	0.9593	0.8175	0.9896
0.0041	35.17	23140	0.0951	0.7763	0.9407	0.9666	nan	0.9012	0.9886	0.9660	0.8562	0.9913	0.8994	0.9882	0.9631	0.8179	0.9892
0.0092	35.2	23160	0.0954	0.7725	0.9360	0.9620	nan	0.8874	0.9889	0.9612	0.8529	0.9895	0.8859	0.9884	0.9582	0.8146	0.9877
0.0047	35.23	23180	0.0969	0.7763	0.9411	0.9637	nan	0.9002	0.9897	0.9613	0.8622	0.9920	0.8982	0.9892	0.9585	0.8217	0.9900
0.0097	35.26	23200	0.0971	0.7734	0.9375	0.9609	nan	0.8931	0.9871	0.9587	0.8574	0.9909	0.8911	0.9867	0.9560	0.8174	0.9890
0.0051	35.29	23220	0.0947	0.7779	0.9421	0.9699	nan	0.9061	0.9889	0.9705	0.8538	0.9911	0.9041	0.9884	0.9675	0.8183	0.9892
0.023	35.32	23240	0.0988	0.7724	0.9343	0.9594	nan	0.8994	0.9879	0.9554	0.8378	0.9911	0.8971	0.9872	0.9532	0.8078	0.9889
0.0293	35.35	23260	0.1002	0.7746	0.9369	0.9638	nan	0.9006	0.9894	0.9618	0.8412	0.9913	0.8985	0.9886	0.9594	0.8121	0.9892
0.0261	35.38	23280	0.0987	0.7755	0.9387	0.9634	nan	0.9082	0.9903	0.9597	0.8429	0.9922	0.9058	0.9895	0.9574	0.8106	0.9898
0.0074	35.41	23300	0.0996	0.7727	0.9353	0.9606	nan	0.8977	0.9896	0.9571	0.8403	0.9919	0.8954	0.9888	0.9548	0.8074	0.9896
0.0028	35.44	23320	0.1018	0.7702	0.9316	0.9605	nan	0.8853	0.9901	0.9589	0.8338	0.9899	0.8835	0.9893	0.9563	0.8042	0.9880
0.0084	35.47	23340	0.0997	0.7700	0.9314	0.9605	nan	0.8914	0.9893	0.9582	0.8282	0.9900	0.8894	0.9887	0.9558	0.7981	0.9879
0.0079	35.5	23360	0.1006	0.7694	0.9308	0.9602	nan	0.8906	0.9892	0.9582	0.8270	0.9892	0.8889	0.9886	0.9557	0.7958	0.9872
0.0098	35.53	23380	0.0995	0.7721	0.9345	0.9622	nan	0.9051	0.9880	0.9594	0.8306	0.9894	0.9031	0.9876	0.9568	0.7979	0.9875
0.0317	35.56	23400	0.0933	0.7750	0.9388	0.9648	nan	0.9027	0.9888	0.9633	0.8485	0.9906	0.9002	0.9883	0.9608	0.8120	0.9885
0.0096	35.59	23420	0.0904	0.7741	0.9368	0.9650	nan	0.9013	0.9893	0.9636	0.8389	0.9909	0.8991	0.9888	0.9610	0.8071	0.9888
0.0099	35.62	23440	0.0898	0.7740	0.9369	0.9669	nan	0.9010	0.9900	0.9663	0.8354	0.9918	0.8990	0.9895	0.9635	0.8025	0.9895
0.0306	35.65	23460	0.0887	0.7727	0.9348	0.9651	nan	0.9000	0.9891	0.9641	0.8306	0.9904	0.8980	0.9886	0.9613	0.7997	0.9883
0.0134	35.68	23480	0.0892	0.7730	0.9354	0.9653	nan	0.9001	0.9895	0.9647	0.8337	0.9889	0.8983	0.9891	0.9617	0.8022	0.9870
0.0257	35.71	23500	0.0934	0.7754	0.9383	0.9659	nan	0.9039	0.9900	0.9644	0.8418	0.9913	0.9016	0.9896	0.9617	0.8107	0.9890
0.004	35.74	23520	0.0900	0.7738	0.9362	0.9632	nan	0.9028	0.9884	0.9608	0.8381	0.9909	0.9006	0.9879	0.9583	0.8071	0.9886
0.0304	35.78	23540	0.0980	0.7722	0.9341	0.9614	nan	0.9041	0.9899	0.9580	0.8290	0.9896	0.9020	0.9893	0.9553	0.7989	0.9878
0.0461	35.81	23560	0.0982	0.7718	0.9335	0.9619	nan	0.8974	0.9883	0.9598	0.8325	0.9897	0.8954	0.9878	0.9570	0.8026	0.9879
0.012	35.84	23580	0.0965	0.7698	0.9310	0.9606	nan	0.8965	0.9880	0.9575	0.8214	0.9916	0.8944	0.9876	0.9549	0.7924	0.9893
0.004	35.87	23600	0.0973	0.7740	0.9375	0.9630	nan	0.8989	0.9895	0.9604	0.8462	0.9923	0.8967	0.9891	0.9579	0.8103	0.9900
0.0063	35.9	23620	0.0936	0.7728	0.9369	0.9631	nan	0.8950	0.9882	0.9617	0.8487	0.9908	0.8931	0.9879	0.9589	0.8079	0.9888
0.0113	35.93	23640	0.0989	0.7728	0.9362	0.9656	nan	0.8913	0.9867	0.9657	0.8448	0.9927	0.8897	0.9865	0.9627	0.8077	0.9904
0.0082	35.96	23660	0.0932	0.7746	0.9378	0.9638	nan	0.9000	0.9896	0.9617	0.8462	0.9917	0.8979	0.9892	0.9588	0.8116	0.9898
0.0042	35.99	23680	0.0940	0.7732	0.9367	0.9645	nan	0.8946	0.9885	0.9640	0.8463	0.9898	0.8927	0.9883	0.9609	0.8092	0.9882
0.0592	36.02	23700	0.0920	0.7719	0.9345	0.9638	nan	0.8963	0.9875	0.9631	0.8359	0.9896	0.8942	0.9872	0.9601	0.8018	0.9880
0.0058	36.05	23720	0.0923	0.7722	0.9350	0.9649	nan	0.8879	0.9872	0.9660	0.8453	0.9886	0.8860	0.9869	0.9629	0.8106	0.9870
0.0178	36.08	23740	0.0942	0.7709	0.9328	0.9591	nan	0.8909	0.9884	0.9567	0.8399	0.9882	0.8889	0.9880	0.9539	0.8080	0.9865
0.0053	36.11	23760	0.0972	0.7745	0.9368	0.9654	nan	0.8983	0.9902	0.9647	0.8409	0.9900	0.8964	0.9898	0.9617	0.8108	0.9881
0.0034	36.14	23780	0.0957	0.7731	0.9357	0.9621	nan	0.8986	0.9885	0.9595	0.8404	0.9913	0.8961	0.9881	0.9570	0.8083	0.9892
0.0117	36.17	23800	0.0952	0.7718	0.9344	0.9606	nan	0.8951	0.9880	0.9575	0.8391	0.9921	0.8924	0.9877	0.9551	0.8057	0.9898
0.008	36.2	23820	0.0942	0.7710	0.9337	0.9593	nan	0.8921	0.9875	0.9561	0.8415	0.9915	0.8896	0.9872	0.9535	0.8065	0.9893
0.0065	36.23	23840	0.0949	0.7694	0.9320	0.9571	nan	0.8880	0.9880	0.9538	0.8408	0.9893	0.8860	0.9877	0.9510	0.8040	0.9876
0.0127	36.26	23860	0.0975	0.7727	0.9378	0.9597	nan	0.8957	0.9883	0.9565	0.8581	0.9903	0.8933	0.9880	0.9538	0.8124	0.9884
0.0105	36.29	23880	0.0972	0.7721	0.9360	0.9623	nan	0.8898	0.9884	0.9613	0.8506	0.9898	0.8879	0.9881	0.9583	0.8106	0.9880
0.0037	36.32	23900	0.1002	0.7740	0.9371	0.9631	nan	0.8998	0.9877	0.9612	0.8463	0.9906	0.8977	0.9874	0.9583	0.8120	0.9886
0.0148	36.35	23920	0.0961	0.7737	0.9372	0.9621	nan	0.8954	0.9888	0.9603	0.8514	0.9899	0.8933	0.9884	0.9574	0.8152	0.9880
0.002	36.38	23940	0.0962	0.7728	0.9352	0.9612	nan	0.8946	0.9885	0.9588	0.8436	0.9904	0.8927	0.9881	0.9560	0.8117	0.9884
0.0359	36.41	23960	0.1016	0.7731	0.9359	0.9597	nan	0.8989	0.9887	0.9561	0.8458	0.9901	0.8966	0.9883	0.9535	0.8119	0.9881
0.0028	36.44	23980	0.0980	0.7746	0.9388	0.9622	nan	0.9004	0.9893	0.9592	0.8536	0.9914	0.8980	0.9889	0.9565	0.8146	0.9895
0.0057	36.47	24000	0.0968	0.7726	0.9360	0.9622	nan	0.8932	0.9877	0.9609	0.8487	0.9895	0.8911	0.9874	0.9580	0.8112	0.9879
0.0023	36.5	24020	0.0979	0.7709	0.9336	0.9618	nan	0.8937	0.9866	0.9608	0.8391	0.9880	0.8917	0.9863	0.9579	0.8033	0.9865
0.0294	36.53	24040	0.0907	0.7728	0.9356	0.9640	nan	0.8949	0.9883	0.9632	0.8410	0.9904	0.8928	0.9879	0.9604	0.8075	0.9885
0.0056	36.57	24060	0.0917	0.7728	0.9356	0.9627	nan	0.8952	0.9873	0.9611	0.8433	0.9911	0.8930	0.9869	0.9585	0.8095	0.9888
0.0183	36.6	24080	0.0917	0.7724	0.9350	0.9629	nan	0.8977	0.9875	0.9614	0.8383	0.9899	0.8954	0.9871	0.9587	0.8056	0.9878
0.0181	36.63	24100	0.0922	0.7730	0.9356	0.9643	nan	0.8978	0.9875	0.9638	0.8402	0.9887	0.8957	0.9872	0.9609	0.8074	0.9869
0.0033	36.66	24120	0.0949	0.7741	0.9391	0.9642	nan	0.9009	0.9873	0.9631	0.8551	0.9892	0.8988	0.9870	0.9603	0.8109	0.9874
0.0442	36.69	24140	0.0938	0.7724	0.9358	0.9623	nan	0.8941	0.9880	0.9605	0.8455	0.9910	0.8921	0.9876	0.9578	0.8079	0.9888
0.0026	36.72	24160	0.0964	0.7709	0.9344	0.9602	nan	0.8926	0.9874	0.9583	0.8454	0.9881	0.8906	0.9870	0.9555	0.8060	0.9865
0.0077	36.75	24180	0.0983	0.7740	0.9385	0.9625	nan	0.8957	0.9888	0.9604	0.8564	0.9911	0.8935	0.9884	0.9577	0.8152	0.9891
0.0043	36.78	24200	0.0979	0.7735	0.9373	0.9619	nan	0.8974	0.9885	0.9594	0.8502	0.9911	0.8952	0.9881	0.9568	0.8122	0.9889
0.0031	36.81	24220	0.1002	0.7736	0.9379	0.9604	nan	0.9072	0.9883	0.9563	0.8484	0.9892	0.9048	0.9879	0.9538	0.8079	0.9873
0.0089	36.84	24240	0.0999	0.7719	0.9360	0.9613	nan	0.8939	0.9878	0.9593	0.8489	0.9899	0.8919	0.9873	0.9568	0.8075	0.9878
0.0124	36.87	24260	0.0976	0.7742	0.9384	0.9643	nan	0.9021	0.9890	0.9630	0.8487	0.9892	0.8998	0.9885	0.9603	0.8091	0.9874
0.016	36.9	24280	0.0938	0.7740	0.9384	0.9632	nan	0.8986	0.9882	0.9616	0.8537	0.9898	0.8964	0.9878	0.9591	0.8129	0.9878
0.0342	36.93	24300	0.0960	0.7745	0.9402	0.9622	nan	0.8981	0.9873	0.9599	0.8649	0.9910	0.8956	0.9869	0.9575	0.8181	0.9887
0.0076	36.96	24320	0.1000	0.7744	0.9401	0.9595	nan	0.9043	0.9872	0.9549	0.8632	0.9910	0.9016	0.9869	0.9526	0.8171	0.9885
0.0075	36.99	24340	0.0972	0.7736	0.9381	0.9622	nan	0.8941	0.9888	0.9604	0.8566	0.9905	0.8919	0.9884	0.9577	0.8151	0.9887
0.0049	37.02	24360	0.1010	0.7740	0.9381	0.9625	nan	0.8941	0.9881	0.9608	0.8565	0.9912	0.8917	0.9877	0.9581	0.8173	0.9892
0.0034	37.05	24380	0.0984	0.7743	0.9386	0.9606	nan	0.8994	0.9873	0.9571	0.8577	0.9918	0.8966	0.9869	0.9547	0.8180	0.9897
0.0061	37.08	24400	0.1001	0.7736	0.9382	0.9623	nan	0.8955	0.9876	0.9601	0.8557	0.9921	0.8931	0.9872	0.9576	0.8140	0.9899
0.0531	37.11	24420	0.1003	0.7682	0.9312	0.9590	nan	0.8951	0.9884	0.9553	0.8256	0.9915	0.8923	0.9880	0.9531	0.7865	0.9894
0.0045	37.14	24440	0.0976	0.7720	0.9349	0.9603	nan	0.9008	0.9894	0.9563	0.8364	0.9914	0.8984	0.9890	0.9540	0.8016	0.9893
0.0022	37.17	24460	0.0975	0.7736	0.9375	0.9626	nan	0.8979	0.9887	0.9606	0.8502	0.9903	0.8955	0.9883	0.9580	0.8115	0.9885
0.0245	37.2	24480	0.0984	0.7730	0.9371	0.9610	nan	0.8934	0.9889	0.9591	0.8554	0.9889	0.8910	0.9884	0.9565	0.8150	0.9873
0.0116	37.23	24500	0.0969	0.7730	0.9380	0.9604	nan	0.8896	0.9881	0.9587	0.8646	0.9888	0.8874	0.9876	0.9561	0.8196	0.9872
0.0073	37.26	24520	0.1008	0.7741	0.9394	0.9607	nan	0.8954	0.9882	0.9580	0.8653	0.9901	0.8933	0.9877	0.9554	0.8197	0.9882
0.005	37.29	24540	0.0992	0.7751	0.9396	0.9630	nan	0.8975	0.9896	0.9613	0.8602	0.9897	0.8950	0.9890	0.9586	0.8198	0.9879
0.0044	37.33	24560	0.0967	0.7728	0.9364	0.9609	nan	0.8935	0.9862	0.9592	0.8536	0.9893	0.8913	0.9858	0.9566	0.8155	0.9874
0.0035	37.36	24580	0.0993	0.7725	0.9360	0.9595	nan	0.8921	0.9873	0.9572	0.8548	0.9887	0.8899	0.9868	0.9546	0.8169	0.9868
0.0313	37.39	24600	0.1020	0.7736	0.9363	0.9612	nan	0.8938	0.9890	0.9586	0.8485	0.9914	0.8917	0.9885	0.9560	0.8163	0.9890
0.0049	37.42	24620	0.1067	0.7743	0.9369	0.9629	nan	0.8929	0.9892	0.9610	0.8490	0.9925	0.8907	0.9887	0.9584	0.8179	0.9900
0.0199	37.45	24640	0.1050	0.7738	0.9372	0.9613	nan	0.8893	0.9880	0.9593	0.8573	0.9924	0.8870	0.9875	0.9567	0.8216	0.9900
0.0044	37.48	24660	0.1037	0.7737	0.9391	0.9597	nan	0.8952	0.9877	0.9564	0.8655	0.9909	0.8927	0.9874	0.9538	0.8194	0.9888
0.0182	37.51	24680	0.1033	0.7742	0.9397	0.9604	nan	0.8954	0.9881	0.9576	0.8672	0.9901	0.8932	0.9877	0.9549	0.8212	0.9883
0.0174	37.54	24700	0.1020	0.7751	0.9386	0.9610	nan	0.8948	0.9894	0.9581	0.8594	0.9911	0.8925	0.9889	0.9556	0.8246	0.9891
0.0051	37.57	24720	0.1040	0.7740	0.9370	0.9610	nan	0.8934	0.9895	0.9585	0.8525	0.9909	0.8912	0.9888	0.9560	0.8193	0.9888
0.0373	37.6	24740	0.1050	0.7723	0.9345	0.9612	nan	0.8884	0.9878	0.9597	0.8461	0.9905	0.8864	0.9872	0.9571	0.8145	0.9885
0.0088	37.63	24760	0.1052	0.7728	0.9351	0.9582	nan	0.8952	0.9880	0.9541	0.8470	0.9913	0.8929	0.9874	0.9518	0.8159	0.9891
0.0178	37.66	24780	0.1031	0.7739	0.9364	0.9594	nan	0.8991	0.9891	0.9554	0.8475	0.9908	0.8968	0.9885	0.9530	0.8164	0.9888
0.0258	37.69	24800	0.1031	0.7758	0.9392	0.9627	nan	0.9075	0.9885	0.9594	0.8498	0.9906	0.9050	0.9881	0.9568	0.8159	0.9887
0.0071	37.72	24820	0.1032	0.7744	0.9385	0.9613	nan	0.8969	0.9877	0.9586	0.8579	0.9912	0.8945	0.9872	0.9561	0.8194	0.9892
0.003	37.75	24840	0.1031	0.7740	0.9380	0.9612	nan	0.8920	0.9890	0.9590	0.8589	0.9909	0.8898	0.9885	0.9565	0.8200	0.9889
0.009	37.78	24860	0.1046	0.7764	0.9412	0.9654	nan	0.9051	0.9890	0.9637	0.8571	0.9910	0.9026	0.9886	0.9611	0.8173	0.9889
0.0067	37.81	24880	0.1026	0.7741	0.9407	0.9624	nan	0.9010	0.9879	0.9597	0.8642	0.9909	0.8984	0.9875	0.9573	0.8124	0.9888
0.0057	37.84	24900	0.1091	0.7723	0.9388	0.9600	nan	0.8939	0.9884	0.9567	0.8631	0.9919	0.8915	0.9880	0.9544	0.8104	0.9895
0.0039	37.87	24920	0.1021	0.7716	0.9388	0.9586	nan	0.8994	0.9893	0.9546	0.8626	0.9881	0.8968	0.9888	0.9524	0.8055	0.9863
0.0042	37.9	24940	0.1025	0.7715	0.9380	0.9608	nan	0.8971	0.9877	0.9586	0.8583	0.9882	0.8951	0.9872	0.9561	0.8043	0.9865
0.002	37.93	24960	0.1022	0.7739	0.9407	0.9639	nan	0.9046	0.9886	0.9620	0.8590	0.9895	0.9026	0.9882	0.9594	0.8055	0.9876
0.0016	37.96	24980	0.0979	0.7733	0.9398	0.9622	nan	0.8996	0.9885	0.9597	0.8605	0.9908	0.8975	0.9881	0.9572	0.8082	0.9887
0.0099	37.99	25000	0.1001	0.7722	0.9369	0.9626	nan	0.8956	0.9887	0.9612	0.8496	0.9893	0.8937	0.9883	0.9584	0.8052	0.9876
0.0376	38.02	25020	0.0971	0.7718	0.9361	0.9598	nan	0.8969	0.9891	0.9566	0.8484	0.9893	0.8950	0.9887	0.9539	0.8054	0.9876
0.016	38.05	25040	0.0970	0.7720	0.9359	0.9644	nan	0.8932	0.9886	0.9643	0.8440	0.9892	0.8916	0.9882	0.9613	0.8032	0.9875
0.0097	38.09	25060	0.0980	0.7709	0.9362	0.9602	nan	0.8892	0.9887	0.9576	0.8536	0.9918	0.8869	0.9882	0.9552	0.8056	0.9896
0.0059	38.12	25080	0.1009	0.7707	0.9358	0.9586	nan	0.8930	0.9884	0.9547	0.8512	0.9919	0.8909	0.9879	0.9523	0.8034	0.9896
0.0105	38.15	25100	0.0969	0.7697	0.9355	0.9597	nan	0.8893	0.9890	0.9572	0.8520	0.9902	0.8874	0.9885	0.9547	0.7993	0.9883
0.0078	38.18	25120	0.0994	0.7718	0.9371	0.9612	nan	0.8937	0.9887	0.9589	0.8534	0.9906	0.8919	0.9883	0.9563	0.8057	0.9885
0.0287	38.21	25140	0.0983	0.7720	0.9387	0.9602	nan	0.8964	0.9901	0.9569	0.8599	0.9902	0.8935	0.9895	0.9545	0.8062	0.9882
0.0014	38.24	25160	0.1017	0.7720	0.9359	0.9611	nan	0.8925	0.9895	0.9588	0.8479	0.9906	0.8902	0.9890	0.9563	0.8081	0.9887
0.0538	38.27	25180	0.1004	0.7734	0.9360	0.9618	nan	0.8947	0.9888	0.9595	0.8459	0.9912	0.8926	0.9883	0.9568	0.8132	0.9891
0.0025	38.3	25200	0.1042	0.7747	0.9393	0.9635	nan	0.9055	0.9878	0.9612	0.8519	0.9897	0.9035	0.9875	0.9585	0.8110	0.9878
0.0046	38.33	25220	0.1021	0.7730	0.9369	0.9631	nan	0.9000	0.9879	0.9617	0.8467	0.9883	0.8979	0.9876	0.9589	0.8071	0.9867
0.0016	38.36	25240	0.1009	0.7727	0.9364	0.9616	nan	0.8950	0.9888	0.9595	0.8490	0.9899	0.8929	0.9883	0.9569	0.8101	0.9880
0.0056	38.39	25260	0.1016	0.7766	0.9415	0.9654	nan	0.9049	0.9897	0.9635	0.8580	0.9912	0.9026	0.9892	0.9608	0.8177	0.9892
0.006	38.42	25280	0.1007	0.7731	0.9372	0.9615	nan	0.8967	0.9874	0.9591	0.8518	0.9908	0.8945	0.9869	0.9565	0.8117	0.9888
0.0027	38.45	25300	0.1021	0.7743	0.9401	0.9620	nan	0.9022	0.9879	0.9590	0.8606	0.9906	0.8999	0.9875	0.9564	0.8129	0.9887
0.0315	38.48	25320	0.1055	0.7727	0.9376	0.9607	nan	0.8924	0.9884	0.9581	0.8578	0.9911	0.8902	0.9880	0.9555	0.8131	0.9892
0.0158	38.51	25340	0.1008	0.7726	0.9352	0.9609	nan	0.8933	0.9886	0.9586	0.8451	0.9904	0.8911	0.9881	0.9559	0.8120	0.9885
0.0076	38.54	25360	0.1038	0.7730	0.9350	0.9635	nan	0.8954	0.9881	0.9625	0.8393	0.9900	0.8935	0.9877	0.9596	0.8092	0.9882
0.0041	38.57	25380	0.1106	0.7723	0.9344	0.9623	nan	0.9004	0.9865	0.9602	0.8348	0.9901	0.8983	0.9862	0.9574	0.8038	0.9882
0.0059	38.6	25400	0.0995	0.7696	0.9303	0.9601	nan	0.8991	0.9871	0.9575	0.8197	0.9881	0.8968	0.9868	0.9549	0.7929	0.9862
0.0256	38.63	25420	0.0969	0.7741	0.9372	0.9634	nan	0.9014	0.9886	0.9615	0.8446	0.9899	0.8989	0.9882	0.9590	0.8104	0.9881
0.0053	38.66	25440	0.0972	0.7731	0.9362	0.9628	nan	0.8947	0.9879	0.9611	0.8461	0.9912	0.8926	0.9875	0.9586	0.8106	0.9891
0.0111	38.69	25460	0.0956	0.7728	0.9365	0.9639	nan	0.8955	0.9884	0.9631	0.8457	0.9896	0.8931	0.9880	0.9604	0.8077	0.9879
0.0267	38.72	25480	0.0986	0.7729	0.9356	0.9619	nan	0.8985	0.9889	0.9592	0.8404	0.9911	0.8962	0.9886	0.9567	0.8068	0.9890
0.0346	38.75	25500	0.1010	0.7734	0.9365	0.9589	nan	0.9069	0.9887	0.9531	0.8410	0.9929	0.9043	0.9884	0.9509	0.8068	0.9903
0.0056	38.78	25520	0.1039	0.7748	0.9395	0.9614	nan	0.9090	0.9887	0.9571	0.8514	0.9913	0.9061	0.9883	0.9548	0.8104	0.9892
0.0061	38.81	25540	0.1045	0.7744	0.9381	0.9621	nan	0.9057	0.9889	0.9587	0.8469	0.9906	0.9034	0.9885	0.9564	0.8092	0.9887
0.0092	38.84	25560	0.1024	0.7731	0.9363	0.9612	nan	0.9039	0.9890	0.9576	0.8405	0.9904	0.9018	0.9886	0.9553	0.8046	0.9885
0.006	38.88	25580	0.1093	0.7737	0.9366	0.9622	nan	0.9029	0.9881	0.9595	0.8422	0.9902	0.9009	0.9877	0.9570	0.8082	0.9883
0.0047	38.91	25600	0.1025	0.7736	0.9366	0.9598	nan	0.9009	0.9884	0.9562	0.8483	0.9892	0.8989	0.9880	0.9538	0.8133	0.9874
0.0071	38.94	25620	0.1007	0.7749	0.9390	0.9625	nan	0.9014	0.9887	0.9598	0.8544	0.9905	0.8995	0.9883	0.9573	0.8155	0.9886
0.0044	38.97	25640	0.0991	0.7746	0.9407	0.9631	nan	0.9008	0.9881	0.9609	0.8631	0.9906	0.8987	0.9877	0.9585	0.8139	0.9886
0.0027	39.0	25660	0.0961	0.7748	0.9403	0.9624	nan	0.9006	0.9881	0.9601	0.8627	0.9900	0.8984	0.9877	0.9577	0.8166	0.9882
0.0138	39.03	25680	0.0979	0.7755	0.9401	0.9613	nan	0.9054	0.9883	0.9575	0.8588	0.9906	0.9033	0.9879	0.9551	0.8178	0.9886
0.0197	39.06	25700	0.1015	0.7756	0.9402	0.9645	nan	0.9029	0.9883	0.9630	0.8572	0.9897	0.9011	0.9880	0.9603	0.8161	0.9879
0.0136	39.09	25720	0.1017	0.7748	0.9389	0.9643	nan	0.9023	0.9874	0.9630	0.8525	0.9892	0.9006	0.9870	0.9604	0.8135	0.9875
0.0178	39.12	25740	0.0980	0.7759	0.9409	0.9640	nan	0.9029	0.9882	0.9624	0.8615	0.9895	0.9007	0.9879	0.9598	0.8194	0.9878
0.0017	39.15	25760	0.0960	0.7739	0.9382	0.9627	nan	0.8978	0.9891	0.9612	0.8545	0.9886	0.8955	0.9887	0.9586	0.8135	0.9870
0.0025	39.18	25780	0.0976	0.7739	0.9392	0.9632	nan	0.8972	0.9882	0.9615	0.8584	0.9906	0.8949	0.9879	0.9591	0.8130	0.9887
0.0157	39.21	25800	0.0953	0.7750	0.9405	0.9643	nan	0.8969	0.9873	0.9632	0.8638	0.9911	0.8947	0.9869	0.9607	0.8184	0.9890
0.0229	39.24	25820	0.0979	0.7753	0.9404	0.9653	nan	0.8957	0.9882	0.9647	0.8620	0.9913	0.8936	0.9878	0.9621	0.8190	0.9892
0.0186	39.27	25840	0.0980	0.7749	0.9398	0.9622	nan	0.8988	0.9888	0.9596	0.8609	0.9911	0.8966	0.9884	0.9571	0.8183	0.9889
0.0028	39.3	25860	0.1015	0.7744	0.9385	0.9616	nan	0.9002	0.9889	0.9588	0.8544	0.9899	0.8981	0.9886	0.9562	0.8154	0.9880
0.0017	39.33	25880	0.1006	0.7738	0.9381	0.9618	nan	0.8963	0.9882	0.9599	0.8571	0.9892	0.8942	0.9878	0.9573	0.8160	0.9876
0.0166	39.36	25900	0.0951	0.7752	0.9402	0.9640	nan	0.8989	0.9885	0.9627	0.8608	0.9902	0.8968	0.9881	0.9599	0.8182	0.9884
0.0086	39.39	25920	0.0958	0.7781	0.9448	0.9653	nan	0.9025	0.9906	0.9633	0.8758	0.9917	0.9003	0.9901	0.9608	0.8278	0.9895
0.0206	39.42	25940	0.0951	0.7746	0.9416	0.9619	nan	0.8947	0.9879	0.9601	0.8756	0.9896	0.8926	0.9875	0.9577	0.8220	0.9877
0.0045	39.45	25960	0.0931	0.7765	0.9421	0.9646	nan	0.9003	0.9895	0.9636	0.8683	0.9888	0.8982	0.9891	0.9610	0.8236	0.9871
0.0037	39.48	25980	0.0934	0.7760	0.9420	0.9630	nan	0.8977	0.9891	0.9610	0.8715	0.9909	0.8956	0.9886	0.9587	0.8245	0.9888
0.028	39.51	26000	0.0944	0.7756	0.9417	0.9635	nan	0.8960	0.9894	0.9618	0.8700	0.9913	0.8939	0.9889	0.9595	0.8219	0.9891
0.0061	39.54	26020	0.0963	0.7764	0.9415	0.9641	nan	0.9006	0.9894	0.9624	0.8648	0.9905	0.8986	0.9889	0.9599	0.8225	0.9886
0.0159	39.57	26040	0.0968	0.7749	0.9396	0.9620	nan	0.8971	0.9896	0.9599	0.8625	0.9890	0.8952	0.9891	0.9573	0.8208	0.9872
0.0098	39.6	26060	0.0975	0.7765	0.9414	0.9650	nan	0.9020	0.9897	0.9639	0.8622	0.9889	0.9000	0.9892	0.9612	0.8216	0.9872
0.0367	39.64	26080	0.0939	0.7746	0.9388	0.9638	nan	0.8936	0.9887	0.9626	0.8576	0.9915	0.8916	0.9882	0.9602	0.8184	0.9894
0.0037	39.67	26100	0.0960	0.7740	0.9383	0.9631	nan	0.8909	0.9892	0.9615	0.8573	0.9925	0.8889	0.9886	0.9592	0.8174	0.9900
0.0057	39.7	26120	0.0930	0.7743	0.9383	0.9637	nan	0.8999	0.9862	0.9619	0.8517	0.9919	0.8975	0.9858	0.9597	0.8131	0.9895
0.0204	39.73	26140	0.0970	0.7737	0.9387	0.9612	nan	0.8978	0.9876	0.9583	0.8583	0.9913	0.8951	0.9872	0.9560	0.8147	0.9890
0.0136	39.76	26160	0.0935	0.7712	0.9361	0.9621	nan	0.8825	0.9882	0.9619	0.8575	0.9902	0.8805	0.9878	0.9593	0.8116	0.9882
0.0249	39.79	26180	0.0945	0.7733	0.9382	0.9630	nan	0.8932	0.9884	0.9616	0.8565	0.9913	0.8910	0.9880	0.9591	0.8123	0.9893
0.0052	39.82	26200	0.0986	0.7729	0.9386	0.9633	nan	0.8941	0.9869	0.9630	0.8611	0.9880	0.8921	0.9866	0.9602	0.8120	0.9865
0.0034	39.85	26220	0.0999	0.7739	0.9394	0.9626	nan	0.9015	0.9867	0.9613	0.8610	0.9866	0.8990	0.9864	0.9586	0.8142	0.9851
0.0206	39.88	26240	0.0966	0.7763	0.9419	0.9636	nan	0.9039	0.9895	0.9616	0.8662	0.9884	0.9013	0.9891	0.9590	0.8216	0.9867
0.0109	39.91	26260	0.0979	0.7752	0.9397	0.9630	nan	0.8965	0.9894	0.9610	0.8606	0.9912	0.8940	0.9890	0.9585	0.8206	0.9889
0.0038	39.94	26280	0.0980	0.7755	0.9406	0.9636	nan	0.8978	0.9891	0.9619	0.8632	0.9908	0.8956	0.9887	0.9592	0.8209	0.9886
0.0011	39.97	26300	0.1015	0.7752	0.9414	0.9625	nan	0.9016	0.9895	0.9596	0.8651	0.9910	0.8991	0.9890	0.9571	0.8169	0.9888
0.0031	40.0	26320	0.1049	0.7732	0.9379	0.9606	nan	0.8920	0.9893	0.9581	0.8597	0.9904	0.8899	0.9888	0.9555	0.8166	0.9884
0.0183	40.03	26340	0.1014	0.7735	0.9380	0.9619	nan	0.8950	0.9884	0.9600	0.8567	0.9898	0.8928	0.9880	0.9573	0.8151	0.9879
0.011	40.06	26360	0.1000	0.7754	0.9404	0.9629	nan	0.9019	0.9886	0.9605	0.8605	0.9903	0.8996	0.9882	0.9578	0.8181	0.9884
0.003	40.09	26380	0.1009	0.7742	0.9388	0.9636	nan	0.8963	0.9883	0.9625	0.8573	0.9896	0.8941	0.9880	0.9598	0.8155	0.9877
0.0077	40.12	26400	0.0964	0.7740	0.9392	0.9632	nan	0.8951	0.9891	0.9623	0.8614	0.9883	0.8930	0.9887	0.9595	0.8163	0.9867
0.02	40.15	26420	0.0958	0.7739	0.9391	0.9610	nan	0.8997	0.9881	0.9581	0.8600	0.9897	0.8973	0.9877	0.9556	0.8152	0.9878
0.005	40.18	26440	0.0997	0.7751	0.9400	0.9637	nan	0.9007	0.9882	0.9621	0.8594	0.9894	0.8986	0.9879	0.9595	0.8170	0.9876
0.0041	40.21	26460	0.0990	0.7758	0.9395	0.9634	nan	0.9014	0.9888	0.9615	0.8562	0.9897	0.8994	0.9884	0.9588	0.8201	0.9878
0.0067	40.24	26480	0.0991	0.7740	0.9381	0.9611	nan	0.8942	0.9888	0.9592	0.8597	0.9886	0.8920	0.9883	0.9567	0.8203	0.9868
0.0085	40.27	26500	0.0990	0.7748	0.9392	0.9620	nan	0.8999	0.9885	0.9598	0.8588	0.9891	0.8974	0.9880	0.9573	0.8190	0.9873
0.0074	40.3	26520	0.1008	0.7736	0.9368	0.9628	nan	0.8962	0.9879	0.9612	0.8488	0.9901	0.8943	0.9875	0.9584	0.8130	0.9882
0.035	40.33	26540	0.1004	0.7742	0.9381	0.9615	nan	0.8975	0.9889	0.9588	0.8547	0.9907	0.8953	0.9884	0.9562	0.8170	0.9886
0.0039	40.36	26560	0.1064	0.7745	0.9381	0.9637	nan	0.8986	0.9882	0.9622	0.8510	0.9903	0.8967	0.9878	0.9594	0.8149	0.9883
0.0303	40.4	26580	0.1018	0.7731	0.9355	0.9614	nan	0.8987	0.9875	0.9589	0.8423	0.9901	0.8966	0.9872	0.9563	0.8105	0.9880
0.0025	40.43	26600	0.1036	0.7728	0.9360	0.9616	nan	0.8966	0.9885	0.9597	0.8462	0.9887	0.8945	0.9881	0.9570	0.8101	0.9869
0.009	40.46	26620	0.0966	0.7734	0.9377	0.9653	nan	0.8947	0.9886	0.9659	0.8522	0.9872	0.8929	0.9881	0.9628	0.8111	0.9857
0.0092	40.49	26640	0.0989	0.7732	0.9370	0.9624	nan	0.8966	0.9884	0.9606	0.8495	0.9901	0.8946	0.9879	0.9579	0.8110	0.9879
0.01	40.52	26660	0.0963	0.7724	0.9353	0.9606	nan	0.8933	0.9888	0.9579	0.8455	0.9911	0.8913	0.9882	0.9554	0.8108	0.9886
0.0391	40.55	26680	0.0994	0.7723	0.9351	0.9613	nan	0.8933	0.9885	0.9596	0.8449	0.9891	0.8914	0.9880	0.9568	0.8105	0.9872
0.0053	40.58	26700	0.0967	0.7732	0.9359	0.9634	nan	0.8953	0.9877	0.9625	0.8447	0.9892	0.8936	0.9873	0.9596	0.8116	0.9873
0.0095	40.61	26720	0.0972	0.7749	0.9384	0.9637	nan	0.8996	0.9885	0.9620	0.8512	0.9905	0.8976	0.9880	0.9593	0.8160	0.9883
0.0048	40.64	26740	0.1005	0.7736	0.9387	0.9615	nan	0.8976	0.9874	0.9594	0.8597	0.9892	0.8958	0.9870	0.9567	0.8149	0.9873
0.0247	40.67	26760	0.0979	0.7735	0.9370	0.9637	nan	0.8951	0.9884	0.9629	0.8488	0.9896	0.8933	0.9880	0.9600	0.8120	0.9876
0.0054	40.7	26780	0.1019	0.7741	0.9379	0.9651	nan	0.8952	0.9886	0.9650	0.8513	0.9896	0.8934	0.9882	0.9621	0.8132	0.9876
0.0041	40.73	26800	0.1026	0.7726	0.9367	0.9624	nan	0.8915	0.9874	0.9615	0.8533	0.9898	0.8893	0.9870	0.9588	0.8128	0.9878
0.0031	40.76	26820	0.1036	0.7732	0.9371	0.9642	nan	0.8936	0.9878	0.9637	0.8500	0.9905	0.8918	0.9874	0.9608	0.8105	0.9885
0.0036	40.79	26840	0.1016	0.7725	0.9363	0.9643	nan	0.8903	0.9875	0.9646	0.8495	0.9897	0.8886	0.9872	0.9616	0.8098	0.9879
0.0072	40.82	26860	0.1072	0.7732	0.9369	0.9633	nan	0.8922	0.9885	0.9624	0.8509	0.9907	0.8904	0.9881	0.9596	0.8125	0.9886
0.0068	40.85	26880	0.1032	0.7720	0.9351	0.9631	nan	0.8868	0.9885	0.9628	0.8468	0.9905	0.8851	0.9880	0.9599	0.8105	0.9885
0.02	40.88	26900	0.1065	0.7727	0.9360	0.9632	nan	0.8942	0.9874	0.9622	0.8462	0.9901	0.8924	0.9870	0.9594	0.8094	0.9881
0.0443	40.91	26920	0.1022	0.7740	0.9377	0.9633	nan	0.8995	0.9898	0.9612	0.8470	0.9909	0.8976	0.9892	0.9584	0.8098	0.9888
0.0195	40.94	26940	0.1028	0.7732	0.9372	0.9612	nan	0.8978	0.9898	0.9581	0.8496	0.9909	0.8956	0.9893	0.9555	0.8101	0.9888
0.0367	40.97	26960	0.1032	0.7724	0.9370	0.9600	nan	0.8959	0.9886	0.9568	0.8531	0.9907	0.8938	0.9881	0.9542	0.8098	0.9887
0.0068	41.0	26980	0.1044	0.7728	0.9377	0.9613	nan	0.8945	0.9892	0.9588	0.8550	0.9908	0.8927	0.9887	0.9560	0.8102	0.9888
0.0035	41.03	27000	0.1066	0.7712	0.9359	0.9605	nan	0.8909	0.9875	0.9584	0.8525	0.9903	0.8891	0.9871	0.9557	0.8067	0.9884
0.0057	41.06	27020	0.1066	0.7715	0.9364	0.9595	nan	0.8936	0.9883	0.9566	0.8536	0.9898	0.8916	0.9879	0.9540	0.8074	0.9879
0.0021	41.09	27040	0.0991	0.7741	0.9382	0.9625	nan	0.9005	0.9888	0.9602	0.8520	0.9895	0.8986	0.9883	0.9573	0.8123	0.9878
0.0047	41.12	27060	0.0973	0.7737	0.9378	0.9617	nan	0.8951	0.9879	0.9598	0.8569	0.9894	0.8931	0.9875	0.9571	0.8168	0.9877
0.0377	41.16	27080	0.1009	0.7731	0.9368	0.9628	nan	0.8905	0.9884	0.9618	0.8531	0.9904	0.8887	0.9879	0.9590	0.8143	0.9884
0.0066	41.19	27100	0.1011	0.7733	0.9379	0.9635	nan	0.8949	0.9878	0.9630	0.8561	0.9879	0.8929	0.9874	0.9602	0.8132	0.9863
0.0039	41.22	27120	0.1049	0.7741	0.9380	0.9639	nan	0.8986	0.9879	0.9627	0.8508	0.9900	0.8969	0.9874	0.9598	0.8125	0.9882
0.0046	41.25	27140	0.1038	0.7766	0.9410	0.9665	nan	0.9002	0.9895	0.9658	0.8580	0.9915	0.8984	0.9889	0.9630	0.8198	0.9894
0.0029	41.28	27160	0.1020	0.7759	0.9409	0.9650	nan	0.9013	0.9875	0.9638	0.8610	0.9906	0.8992	0.9871	0.9611	0.8193	0.9886
0.0042	41.31	27180	0.0992	0.7750	0.9398	0.9626	nan	0.8955	0.9881	0.9607	0.8634	0.9914	0.8930	0.9876	0.9583	0.8219	0.9891
0.005	41.34	27200	0.0982	0.7742	0.9390	0.9624	nan	0.8937	0.9883	0.9607	0.8617	0.9907	0.8912	0.9879	0.9582	0.8191	0.9885
0.0299	41.37	27220	0.1003	0.7744	0.9404	0.9619	nan	0.8984	0.9890	0.9595	0.8652	0.9900	0.8958	0.9886	0.9571	0.8172	0.9880
0.01	41.4	27240	0.1015	0.7722	0.9368	0.9602	nan	0.8920	0.9881	0.9584	0.8577	0.9876	0.8897	0.9876	0.9559	0.8137	0.9860
0.0051	41.43	27260	0.1018	0.7742	0.9389	0.9634	nan	0.8958	0.9890	0.9623	0.8579	0.9892	0.8936	0.9886	0.9596	0.8160	0.9875
0.0039	41.46	27280	0.0982	0.7740	0.9383	0.9624	nan	0.8938	0.9879	0.9609	0.8584	0.9904	0.8917	0.9875	0.9583	0.8179	0.9885
0.0046	41.49	27300	0.1017	0.7738	0.9377	0.9614	nan	0.8934	0.9878	0.9590	0.8566	0.9917	0.8914	0.9873	0.9565	0.8180	0.9894
0.0228	41.52	27320	0.1011	0.7758	0.9405	0.9651	nan	0.8998	0.9890	0.9642	0.8594	0.9901	0.8978	0.9885	0.9613	0.8189	0.9884
0.0212	41.55	27340	0.1001	0.7749	0.9390	0.9650	nan	0.8953	0.9879	0.9648	0.8572	0.9899	0.8933	0.9875	0.9620	0.8182	0.9881
0.0053	41.58	27360	0.0970	0.7741	0.9385	0.9632	nan	0.8958	0.9870	0.9622	0.8580	0.9893	0.8936	0.9867	0.9595	0.8173	0.9876
0.0048	41.61	27380	0.1021	0.7754	0.9400	0.9645	nan	0.8991	0.9885	0.9634	0.8592	0.9899	0.8971	0.9881	0.9606	0.8185	0.9881
0.0031	41.64	27400	0.1021	0.7740	0.9384	0.9632	nan	0.8933	0.9874	0.9623	0.8586	0.9902	0.8915	0.9870	0.9595	0.8174	0.9884
0.003	41.67	27420	0.1080	0.7733	0.9370	0.9618	nan	0.8926	0.9868	0.9600	0.8541	0.9918	0.8906	0.9864	0.9573	0.8157	0.9895
0.0028	41.7	27440	0.1006	0.7761	0.9408	0.9641	nan	0.9019	0.9882	0.9621	0.8599	0.9918	0.8997	0.9878	0.9593	0.8199	0.9898
0.0277	41.73	27460	0.0984	0.7747	0.9391	0.9640	nan	0.8997	0.9872	0.9629	0.8562	0.9897	0.8976	0.9868	0.9600	0.8160	0.9880
0.0214	41.76	27480	0.0998	0.7744	0.9383	0.9651	nan	0.8938	0.9881	0.9649	0.8540	0.9909	0.8918	0.9877	0.9620	0.8155	0.9891
0.0214	41.79	27500	0.0971	0.7757	0.9403	0.9628	nan	0.8987	0.9887	0.9602	0.8613	0.9925	0.8965	0.9882	0.9577	0.8216	0.9902
0.0164	41.82	27520	0.0969	0.7722	0.9362	0.9601	nan	0.8867	0.9883	0.9580	0.8565	0.9913	0.8850	0.9878	0.9555	0.8159	0.9892
0.0053	41.85	27540	0.0996	0.7740	0.9384	0.9622	nan	0.8957	0.9888	0.9600	0.8563	0.9910	0.8938	0.9883	0.9573	0.8154	0.9890
0.0142	41.88	27560	0.1008	0.7728	0.9364	0.9617	nan	0.8940	0.9875	0.9598	0.8497	0.9909	0.8922	0.9870	0.9571	0.8117	0.9888
0.0018	41.91	27580	0.1018	0.7727	0.9365	0.9614	nan	0.8952	0.9868	0.9594	0.8509	0.9903	0.8933	0.9864	0.9567	0.8117	0.9883
0.0121	41.95	27600	0.0985	0.7752	0.9394	0.9642	nan	0.9010	0.9886	0.9627	0.8545	0.9900	0.8990	0.9882	0.9599	0.8157	0.9882
0.0067	41.98	27620	0.1009	0.7735	0.9383	0.9627	nan	0.8944	0.9884	0.9614	0.8579	0.9895	0.8924	0.9879	0.9587	0.8146	0.9877
0.0199	42.01	27640	0.0970	0.7732	0.9373	0.9628	nan	0.8902	0.9881	0.9619	0.8558	0.9908	0.8885	0.9876	0.9591	0.8154	0.9888
0.0156	42.04	27660	0.0991	0.7749	0.9396	0.9634	nan	0.9014	0.9880	0.9614	0.8570	0.9903	0.8996	0.9875	0.9587	0.8151	0.9884
0.0083	42.07	27680	0.0978	0.7749	0.9398	0.9628	nan	0.9016	0.9886	0.9602	0.8574	0.9910	0.8997	0.9881	0.9577	0.8151	0.9889
0.0193	42.1	27700	0.0952	0.7738	0.9379	0.9619	nan	0.8965	0.9885	0.9597	0.8551	0.9899	0.8947	0.9880	0.9571	0.8150	0.9881
0.0103	42.13	27720	0.0978	0.7737	0.9379	0.9631	nan	0.8940	0.9885	0.9621	0.8557	0.9893	0.8925	0.9880	0.9592	0.8150	0.9877
0.0034	42.16	27740	0.0996	0.7736	0.9381	0.9614	nan	0.8948	0.9877	0.9590	0.8573	0.9914	0.8930	0.9873	0.9564	0.8158	0.9893
0.0158	42.19	27760	0.1003	0.7738	0.9386	0.9623	nan	0.8960	0.9876	0.9604	0.8588	0.9904	0.8940	0.9871	0.9577	0.8155	0.9886
0.0004	42.22	27780	0.1000	0.7744	0.9392	0.9631	nan	0.8994	0.9883	0.9613	0.8570	0.9900	0.8976	0.9879	0.9585	0.8141	0.9882
0.0298	42.25	27800	0.0953	0.7746	0.9395	0.9626	nan	0.9002	0.9887	0.9600	0.8578	0.9910	0.8981	0.9882	0.9575	0.8148	0.9890
0.0041	42.28	27820	0.1039	0.7741	0.9391	0.9628	nan	0.8976	0.9888	0.9608	0.8576	0.9904	0.8959	0.9883	0.9582	0.8139	0.9884
0.012	42.31	27840	0.0998	0.7729	0.9378	0.9625	nan	0.8953	0.9883	0.9612	0.8556	0.9886	0.8936	0.9878	0.9586	0.8106	0.9868
0.0042	42.34	27860	0.1018	0.7735	0.9383	0.9630	nan	0.8995	0.9880	0.9619	0.8553	0.9871	0.8977	0.9875	0.9591	0.8113	0.9856
0.0115	42.37	27880	0.1020	0.7740	0.9387	0.9626	nan	0.8987	0.9882	0.9608	0.8563	0.9893	0.8967	0.9877	0.9583	0.8138	0.9874
0.0246	42.4	27900	0.0999	0.7726	0.9366	0.9618	nan	0.8974	0.9859	0.9602	0.8507	0.9886	0.8956	0.9856	0.9575	0.8100	0.9868
0.0053	42.43	27920	0.0985	0.7755	0.9404	0.9629	nan	0.9045	0.9886	0.9602	0.8585	0.9904	0.9024	0.9881	0.9577	0.8165	0.9884
0.0053	42.46	27940	0.1021	0.7742	0.9390	0.9617	nan	0.8992	0.9883	0.9592	0.8587	0.9898	0.8970	0.9879	0.9567	0.8159	0.9879
0.0154	42.49	27960	0.1011	0.7733	0.9378	0.9607	nan	0.8966	0.9868	0.9581	0.8576	0.9899	0.8946	0.9863	0.9557	0.8155	0.9879
0.0046	42.52	27980	0.1011	0.7756	0.9401	0.9635	nan	0.9026	0.9883	0.9614	0.8578	0.9906	0.9006	0.9878	0.9589	0.8178	0.9886
0.0556	42.55	28000	0.0988	0.7742	0.9393	0.9621	nan	0.8966	0.9883	0.9601	0.8615	0.9898	0.8943	0.9878	0.9577	0.8175	0.9879
0.002	42.58	28020	0.1016	0.7752	0.9406	0.9636	nan	0.9015	0.9890	0.9619	0.8620	0.9886	0.8994	0.9885	0.9593	0.8171	0.9869
0.0055	42.61	28040	0.1025	0.7751	0.9396	0.9629	nan	0.9001	0.9894	0.9608	0.8585	0.9895	0.8982	0.9889	0.9582	0.8176	0.9876
0.0046	42.64	28060	0.1012	0.7729	0.9370	0.9611	nan	0.8887	0.9881	0.9595	0.8583	0.9904	0.8868	0.9876	0.9571	0.8175	0.9883
0.0336	42.67	28080	0.0988	0.7730	0.9364	0.9615	nan	0.8916	0.9874	0.9600	0.8528	0.9899	0.8898	0.9870	0.9574	0.8161	0.9879
0.0168	42.71	28100	0.0992	0.7727	0.9368	0.9615	nan	0.8850	0.9886	0.9606	0.8598	0.9901	0.8832	0.9881	0.9579	0.8186	0.9882
0.0069	42.74	28120	0.0990	0.7744	0.9394	0.9620	nan	0.8945	0.9888	0.9601	0.8640	0.9898	0.8924	0.9882	0.9576	0.8200	0.9880
0.0029	42.77	28140	0.1012	0.7740	0.9394	0.9610	nan	0.8976	0.9877	0.9585	0.8637	0.9893	0.8952	0.9873	0.9559	0.8183	0.9875
0.0242	42.8	28160	0.1033	0.7730	0.9382	0.9578	nan	0.8938	0.9886	0.9539	0.8655	0.9894	0.8915	0.9881	0.9515	0.8195	0.9876
0.0189	42.83	28180	0.0983	0.7734	0.9383	0.9589	nan	0.8944	0.9882	0.9556	0.8641	0.9893	0.8922	0.9877	0.9531	0.8199	0.9875
0.0019	42.86	28200	0.1042	0.7745	0.9396	0.9607	nan	0.8956	0.9881	0.9578	0.8654	0.9909	0.8937	0.9877	0.9553	0.8213	0.9888
0.0039	42.89	28220	0.1019	0.7742	0.9380	0.9597	nan	0.8976	0.9876	0.9562	0.8581	0.9906	0.8955	0.9872	0.9537	0.8203	0.9885
0.0192	42.92	28240	0.0996	0.7738	0.9382	0.9589	nan	0.8985	0.9875	0.9551	0.8604	0.9897	0.8963	0.9871	0.9525	0.8191	0.9878
0.0081	42.95	28260	0.0978	0.7734	0.9367	0.9601	nan	0.8980	0.9870	0.9570	0.8512	0.9902	0.8959	0.9866	0.9545	0.8151	0.9881
0.0067	42.98	28280	0.1029	0.7744	0.9383	0.9619	nan	0.8973	0.9878	0.9595	0.8558	0.9912	0.8952	0.9874	0.9569	0.8182	0.9890
0.0046	43.01	28300	0.1019	0.7741	0.9381	0.9616	nan	0.8912	0.9881	0.9598	0.8605	0.9908	0.8895	0.9877	0.9572	0.8211	0.9888
0.0207	43.04	28320	0.1013	0.7760	0.9402	0.9614	nan	0.9041	0.9892	0.9577	0.8594	0.9907	0.9021	0.9888	0.9553	0.8214	0.9887
0.0058	43.07	28340	0.0985	0.7758	0.9402	0.9621	nan	0.9005	0.9879	0.9595	0.8627	0.9906	0.8986	0.9875	0.9570	0.8229	0.9886
0.0027	43.1	28360	0.1014	0.7759	0.9412	0.9624	nan	0.9001	0.9877	0.9598	0.8675	0.9912	0.8982	0.9873	0.9573	0.8236	0.9892
0.0048	43.13	28380	0.1010	0.7760	0.9416	0.9614	nan	0.9028	0.9885	0.9579	0.8676	0.9911	0.9006	0.9880	0.9556	0.8230	0.9891
0.005	43.16	28400	0.1032	0.7769	0.9423	0.9630	nan	0.9060	0.9883	0.9598	0.8662	0.9912	0.9037	0.9879	0.9574	0.8233	0.9892
0.0033	43.19	28420	0.1022	0.7765	0.9415	0.9628	nan	0.9043	0.9888	0.9597	0.8631	0.9915	0.9021	0.9883	0.9572	0.8222	0.9894
0.0292	43.22	28440	0.1042	0.7764	0.9422	0.9631	nan	0.9043	0.9883	0.9604	0.8672	0.9906	0.9021	0.9878	0.9579	0.8216	0.9887
0.0019	43.25	28460	0.1043	0.7762	0.9414	0.9633	nan	0.9031	0.9880	0.9609	0.8643	0.9907	0.9011	0.9876	0.9583	0.8217	0.9888
0.0034	43.28	28480	0.1051	0.7749	0.9402	0.9609	nan	0.8984	0.9880	0.9580	0.8667	0.9899	0.8966	0.9877	0.9553	0.8215	0.9880
0.0038	43.31	28500	0.1063	0.7761	0.9419	0.9628	nan	0.9018	0.9886	0.9603	0.8686	0.9901	0.8998	0.9882	0.9576	0.8230	0.9883
0.0071	43.34	28520	0.1055	0.7752	0.9402	0.9621	nan	0.8971	0.9886	0.9598	0.8650	0.9906	0.8950	0.9881	0.9572	0.8224	0.9886
0.007	43.37	28540	0.1054	0.7753	0.9396	0.9632	nan	0.8981	0.9889	0.9616	0.8597	0.9898	0.8963	0.9884	0.9589	0.8204	0.9879
0.0049	43.4	28560	0.1046	0.7750	0.9395	0.9633	nan	0.8971	0.9880	0.9620	0.8609	0.9895	0.8953	0.9875	0.9593	0.8204	0.9877
0.0109	43.43	28580	0.1013	0.7758	0.9408	0.9629	nan	0.9012	0.9891	0.9606	0.8634	0.9897	0.8991	0.9885	0.9580	0.8213	0.9879
0.0074	43.47	28600	0.1007	0.7747	0.9395	0.9613	nan	0.8982	0.9880	0.9590	0.8634	0.9890	0.8961	0.9875	0.9564	0.8210	0.9873
0.0043	43.5	28620	0.1019	0.7751	0.9402	0.9616	nan	0.9018	0.9875	0.9592	0.8640	0.9884	0.8997	0.9871	0.9566	0.8207	0.9868
0.0053	43.53	28640	0.1025	0.7759	0.9400	0.9638	nan	0.9018	0.9888	0.9620	0.8576	0.9900	0.8998	0.9883	0.9593	0.8203	0.9880
0.0032	43.56	28660	0.1016	0.7753	0.9393	0.9635	nan	0.8993	0.9884	0.9617	0.8564	0.9907	0.8973	0.9879	0.9590	0.8192	0.9887
0.0048	43.59	28680	0.1035	0.7739	0.9371	0.9615	nan	0.8958	0.9881	0.9593	0.8523	0.9901	0.8939	0.9877	0.9566	0.8170	0.9881
0.0121	43.62	28700	0.1024	0.7734	0.9367	0.9603	nan	0.8946	0.9883	0.9579	0.8538	0.9890	0.8927	0.9879	0.9552	0.8175	0.9873
0.0033	43.65	28720	0.1046	0.7746	0.9388	0.9607	nan	0.8989	0.9883	0.9577	0.8595	0.9897	0.8969	0.9878	0.9551	0.8200	0.9879
0.0053	43.68	28740	0.1038	0.7739	0.9376	0.9612	nan	0.8944	0.9879	0.9590	0.8566	0.9899	0.8925	0.9875	0.9563	0.8191	0.9881
0.0033	43.71	28760	0.1039	0.7738	0.9374	0.9609	nan	0.8956	0.9882	0.9584	0.8552	0.9896	0.8937	0.9877	0.9558	0.8175	0.9878
0.0033	43.74	28780	0.1026	0.7749	0.9392	0.9623	nan	0.8996	0.9885	0.9601	0.8584	0.9896	0.8973	0.9880	0.9575	0.8185	0.9879
0.036	43.77	28800	0.1046	0.7741	0.9387	0.9622	nan	0.8947	0.9893	0.9604	0.8594	0.9899	0.8925	0.9888	0.9578	0.8176	0.9882
0.011	43.8	28820	0.1042	0.7735	0.9385	0.9607	nan	0.8954	0.9885	0.9583	0.8609	0.9892	0.8930	0.9880	0.9558	0.8164	0.9875
0.0254	43.83	28840	0.1024	0.7761	0.9417	0.9641	nan	0.9007	0.9892	0.9625	0.8657	0.9902	0.8983	0.9888	0.9598	0.8210	0.9885
0.1378	43.86	28860	0.1030	0.7757	0.9413	0.9636	nan	0.9015	0.9883	0.9617	0.8651	0.9900	0.8989	0.9879	0.9592	0.8201	0.9882
0.0062	43.89	28880	0.1031	0.7755	0.9403	0.9633	nan	0.8976	0.9891	0.9614	0.8626	0.9909	0.8952	0.9886	0.9589	0.8213	0.9890
0.0034	43.92	28900	0.1038	0.7737	0.9379	0.9605	nan	0.8941	0.9881	0.9580	0.8591	0.9902	0.8917	0.9876	0.9557	0.8190	0.9884
0.0437	43.95	28920	0.1040	0.7747	0.9400	0.9622	nan	0.8972	0.9895	0.9600	0.8633	0.9900	0.8949	0.9890	0.9575	0.8188	0.9883
0.0082	43.98	28940	0.1058	0.7739	0.9382	0.9624	nan	0.8935	0.9890	0.9606	0.8569	0.9910	0.8916	0.9884	0.9581	0.8162	0.9890
0.002	44.01	28960	0.1039	0.7742	0.9388	0.9626	nan	0.8971	0.9888	0.9607	0.8570	0.9904	0.8951	0.9883	0.9582	0.8151	0.9885
0.0058	44.04	28980	0.1030	0.7726	0.9381	0.9609	nan	0.8947	0.9884	0.9587	0.8589	0.9896	0.8926	0.9879	0.9562	0.8111	0.9879
0.003	44.07	29000	0.1047	0.7741	0.9394	0.9627	nan	0.8984	0.9885	0.9608	0.8595	0.9901	0.8964	0.9880	0.9582	0.8138	0.9883
0.0026	44.1	29020	0.1049	0.7744	0.9399	0.9629	nan	0.8973	0.9890	0.9610	0.8613	0.9906	0.8953	0.9885	0.9585	0.8154	0.9887
0.0052	44.13	29040	0.1047	0.7737	0.9390	0.9633	nan	0.8944	0.9885	0.9621	0.8599	0.9903	0.8924	0.9880	0.9596	0.8137	0.9884
0.0025	44.16	29060	0.1063	0.7744	0.9409	0.9622	nan	0.8968	0.9890	0.9597	0.8675	0.9913	0.8946	0.9885	0.9574	0.8166	0.9892
0.0036	44.19	29080	0.1032	0.7750	0.9409	0.9625	nan	0.9008	0.9884	0.9600	0.8648	0.9907	0.8985	0.9879	0.9576	0.8175	0.9887
0.0123	44.22	29100	0.1013	0.7744	0.9403	0.9623	nan	0.8967	0.9885	0.9602	0.8659	0.9904	0.8944	0.9880	0.9578	0.8178	0.9886
0.0058	44.26	29120	0.1033	0.7750	0.9409	0.9614	nan	0.8994	0.9888	0.9583	0.8672	0.9909	0.8969	0.9883	0.9560	0.8197	0.9890
0.0097	44.29	29140	0.1016	0.7749	0.9402	0.9616	nan	0.8984	0.9888	0.9588	0.8642	0.9907	0.8962	0.9883	0.9564	0.8196	0.9889
0.0208	44.32	29160	0.1014	0.7749	0.9395	0.9628	nan	0.8954	0.9881	0.9610	0.8617	0.9912	0.8934	0.9876	0.9584	0.8205	0.9893
0.0031	44.35	29180	0.0991	0.7741	0.9396	0.9634	nan	0.8960	0.9883	0.9624	0.8623	0.9893	0.8940	0.9878	0.9596	0.8156	0.9877
0.0236	44.38	29200	0.1028	0.7755	0.9402	0.9624	nan	0.9002	0.9884	0.9597	0.8612	0.9913	0.8983	0.9879	0.9571	0.8204	0.9894
0.0162	44.41	29220	0.1032	0.7746	0.9386	0.9603	nan	0.8992	0.9888	0.9567	0.8573	0.9908	0.8970	0.9882	0.9543	0.8189	0.9889
0.0043	44.44	29240	0.1068	0.7748	0.9389	0.9608	nan	0.9015	0.9886	0.9571	0.8562	0.9910	0.8995	0.9881	0.9546	0.8178	0.9890
0.0042	44.47	29260	0.1038	0.7749	0.9399	0.9612	nan	0.8983	0.9886	0.9584	0.8642	0.9899	0.8962	0.9881	0.9559	0.8209	0.9882
0.01	44.5	29280	0.1012	0.7754	0.9402	0.9619	nan	0.9009	0.9881	0.9591	0.8625	0.9904	0.8986	0.9877	0.9565	0.8209	0.9886
0.0042	44.53	29300	0.1062	0.7745	0.9384	0.9608	nan	0.8984	0.9876	0.9582	0.8590	0.9889	0.8964	0.9872	0.9557	0.8201	0.9873
0.0034	44.56	29320	0.1057	0.7746	0.9384	0.9603	nan	0.9004	0.9879	0.9571	0.8574	0.9891	0.8985	0.9875	0.9545	0.8194	0.9874
0.0053	44.59	29340	0.1030	0.7746	0.9387	0.9621	nan	0.8947	0.9886	0.9604	0.8602	0.9896	0.8928	0.9882	0.9577	0.8211	0.9879
0.0078	44.62	29360	0.1060	0.7744	0.9380	0.9621	nan	0.8938	0.9881	0.9604	0.8569	0.9906	0.8920	0.9877	0.9577	0.8200	0.9888
0.022	44.65	29380	0.1047	0.7729	0.9373	0.9596	nan	0.8920	0.9878	0.9570	0.8604	0.9893	0.8900	0.9874	0.9544	0.8182	0.9876
0.0071	44.68	29400	0.1071	0.7739	0.9384	0.9604	nan	0.8934	0.9881	0.9578	0.8623	0.9904	0.8914	0.9876	0.9552	0.8208	0.9886
0.0057	44.71	29420	0.1042	0.7735	0.9372	0.9595	nan	0.8937	0.9877	0.9565	0.8575	0.9903	0.8918	0.9873	0.9540	0.8193	0.9885
0.0079	44.74	29440	0.1035	0.7757	0.9403	0.9624	nan	0.8980	0.9889	0.9598	0.8635	0.9915	0.8961	0.9884	0.9573	0.8230	0.9895
0.0073	44.77	29460	0.1039	0.7749	0.9396	0.9616	nan	0.8980	0.9880	0.9591	0.8625	0.9903	0.8961	0.9876	0.9566	0.8207	0.9884
0.0039	44.8	29480	0.1071	0.7752	0.9400	0.9618	nan	0.8997	0.9876	0.9591	0.8630	0.9907	0.8976	0.9872	0.9566	0.8213	0.9887
0.0281	44.83	29500	0.0977	0.7765	0.9418	0.9639	nan	0.9026	0.9886	0.9618	0.8653	0.9909	0.9006	0.9881	0.9591	0.8222	0.9889
0.0263	44.86	29520	0.0992	0.7751	0.9398	0.9636	nan	0.8940	0.9884	0.9623	0.8628	0.9913	0.8920	0.9880	0.9597	0.8218	0.9892
0.0082	44.89	29540	0.1013	0.7739	0.9380	0.9623	nan	0.8922	0.9884	0.9606	0.8577	0.9910	0.8902	0.9880	0.9581	0.8185	0.9889
0.0127	44.92	29560	0.1009	0.7750	0.9395	0.9630	nan	0.8974	0.9886	0.9612	0.8601	0.9901	0.8954	0.9882	0.9586	0.8199	0.9883
0.0352	44.95	29580	0.1013	0.7754	0.9398	0.9632	nan	0.8973	0.9894	0.9615	0.8607	0.9900	0.8953	0.9890	0.9589	0.8212	0.9882
0.0191	44.98	29600	0.0991	0.7753	0.9398	0.9631	nan	0.8949	0.9897	0.9616	0.8627	0.9901	0.8927	0.9892	0.9590	0.8224	0.9883
0.0197	45.02	29620	0.1012	0.7736	0.9383	0.9620	nan	0.8924	0.9886	0.9606	0.8606	0.9890	0.8904	0.9882	0.9579	0.8176	0.9874
0.0036	45.05	29640	0.1017	0.7734	0.9379	0.9612	nan	0.8945	0.9885	0.9592	0.8585	0.9888	0.8925	0.9881	0.9565	0.8158	0.9872
0.0034	45.08	29660	0.1039	0.7729	0.9372	0.9612	nan	0.8908	0.9884	0.9597	0.8577	0.9893	0.8889	0.9880	0.9570	0.8158	0.9876
0.0165	45.11	29680	0.1031	0.7749	0.9396	0.9647	nan	0.8976	0.9891	0.9641	0.8580	0.9892	0.8956	0.9887	0.9612	0.8162	0.9876
0.016	45.14	29700	0.1036	0.7732	0.9373	0.9631	nan	0.8908	0.9880	0.9626	0.8558	0.9891	0.8890	0.9877	0.9598	0.8154	0.9875
0.0192	45.17	29720	0.1026	0.7744	0.9384	0.9642	nan	0.8969	0.9871	0.9639	0.8556	0.9884	0.8948	0.9868	0.9610	0.8167	0.9868
0.0097	45.2	29740	0.0999	0.7745	0.9385	0.9636	nan	0.8940	0.9884	0.9629	0.8577	0.9895	0.8920	0.9880	0.9602	0.8191	0.9878
0.0051	45.23	29760	0.1049	0.7751	0.9397	0.9633	nan	0.8979	0.9887	0.9615	0.8596	0.9905	0.8958	0.9883	0.9589	0.8188	0.9886
0.0249	45.26	29780	0.1030	0.7751	0.9402	0.9627	nan	0.8974	0.9887	0.9607	0.8635	0.9908	0.8953	0.9882	0.9581	0.8200	0.9889
0.0152	45.29	29800	0.1007	0.7751	0.9395	0.9620	nan	0.8990	0.9880	0.9593	0.8600	0.9911	0.8968	0.9876	0.9568	0.8207	0.9890
0.0277	45.32	29820	0.1023	0.7739	0.9383	0.9621	nan	0.8957	0.9878	0.9603	0.8579	0.9898	0.8937	0.9875	0.9576	0.8166	0.9881
0.0036	45.35	29840	0.1079	0.7744	0.9383	0.9618	nan	0.8983	0.9885	0.9592	0.8544	0.9910	0.8964	0.9880	0.9565	0.8163	0.9890
0.0298	45.38	29860	0.1001	0.7753	0.9399	0.9619	nan	0.8985	0.9894	0.9589	0.8611	0.9916	0.8965	0.9889	0.9564	0.8206	0.9895
0.0055	45.41	29880	0.1057	0.7750	0.9394	0.9624	nan	0.8975	0.9884	0.9602	0.8600	0.9909	0.8957	0.9880	0.9574	0.8201	0.9890
0.0092	45.44	29900	0.1037	0.7748	0.9386	0.9626	nan	0.8956	0.9882	0.9606	0.8571	0.9914	0.8938	0.9878	0.9579	0.8199	0.9893
0.0068	45.47	29920	0.1015	0.7739	0.9377	0.9605	nan	0.8938	0.9885	0.9579	0.8577	0.9907	0.8919	0.9881	0.9552	0.8193	0.9887
0.0017	45.5	29940	0.1058	0.7744	0.9385	0.9609	nan	0.8945	0.9892	0.9584	0.8602	0.9903	0.8927	0.9887	0.9557	0.8207	0.9884
0.0066	45.53	29960	0.1031	0.7747	0.9389	0.9621	nan	0.8953	0.9887	0.9599	0.8596	0.9913	0.8932	0.9882	0.9572	0.8200	0.9893
0.0199	45.56	29980	0.1035	0.7742	0.9384	0.9613	nan	0.8950	0.9884	0.9588	0.8588	0.9908	0.8931	0.9880	0.9561	0.8191	0.9889
0.008	45.59	30000	0.1015	0.7749	0.9399	0.9612	nan	0.8986	0.9882	0.9582	0.8635	0.9910	0.8965	0.9878	0.9556	0.8207	0.9890
0.0086	45.62	30020	0.1087	0.7755	0.9401	0.9630	nan	0.9008	0.9885	0.9607	0.8594	0.9909	0.8989	0.9881	0.9580	0.8189	0.9890
0.0028	45.65	30040	0.1037	0.7736	0.9381	0.9618	nan	0.8948	0.9882	0.9598	0.8575	0.9900	0.8928	0.9877	0.9571	0.8159	0.9883
0.0091	45.68	30060	0.1022	0.7725	0.9357	0.9602	nan	0.8931	0.9876	0.9578	0.8501	0.9900	0.8910	0.9872	0.9552	0.8133	0.9881
0.0268	45.71	30080	0.1034	0.7737	0.9377	0.9616	nan	0.8959	0.9882	0.9594	0.8548	0.9902	0.8939	0.9877	0.9567	0.8155	0.9883
0.0222	45.74	30100	0.0999	0.7742	0.9376	0.9626	nan	0.8972	0.9889	0.9605	0.8506	0.9907	0.8953	0.9884	0.9578	0.8152	0.9888
0.0049	45.78	30120	0.1070	0.7745	0.9383	0.9633	nan	0.8971	0.9890	0.9615	0.8532	0.9908	0.8953	0.9885	0.9587	0.8156	0.9889
0.015	45.81	30140	0.1006	0.7747	0.9393	0.9633	nan	0.8984	0.9887	0.9618	0.8585	0.9893	0.8964	0.9882	0.9590	0.8169	0.9876
0.0054	45.84	30160	0.1036	0.7731	0.9375	0.9611	nan	0.8933	0.9878	0.9593	0.8578	0.9893	0.8914	0.9874	0.9567	0.8156	0.9876
0.0074	45.87	30180	0.1025	0.7739	0.9380	0.9617	nan	0.8974	0.9878	0.9595	0.8559	0.9896	0.8954	0.9874	0.9568	0.8157	0.9878
0.0046	45.9	30200	0.1031	0.7744	0.9385	0.9617	nan	0.8995	0.9882	0.9592	0.8555	0.9899	0.8975	0.9878	0.9565	0.8163	0.9881
0.0064	45.93	30220	0.1028	0.7733	0.9370	0.9615	nan	0.8915	0.9884	0.9600	0.8557	0.9896	0.8897	0.9879	0.9572	0.8173	0.9878
0.0014	45.96	30240	0.1042	0.7737	0.9380	0.9615	nan	0.8940	0.9880	0.9598	0.8593	0.9889	0.8921	0.9876	0.9571	0.8179	0.9872
0.002	45.99	30260	0.1088	0.7735	0.9372	0.9619	nan	0.8940	0.9878	0.9604	0.8546	0.9891	0.8924	0.9874	0.9576	0.8162	0.9874
0.0017	46.02	30280	0.1073	0.7732	0.9367	0.9604	nan	0.8937	0.9878	0.9580	0.8541	0.9899	0.8919	0.9874	0.9553	0.8164	0.9880
0.0198	46.05	30300	0.1033	0.7737	0.9378	0.9614	nan	0.8961	0.9881	0.9593	0.8567	0.9890	0.8942	0.9877	0.9566	0.8163	0.9873
0.005	46.08	30320	0.1051	0.7743	0.9386	0.9620	nan	0.8980	0.9880	0.9598	0.8574	0.9898	0.8960	0.9876	0.9571	0.8173	0.9880
0.0198	46.11	30340	0.1007	0.7747	0.9382	0.9627	nan	0.8998	0.9882	0.9607	0.8524	0.9899	0.8979	0.9878	0.9579	0.8166	0.9881
0.0172	46.14	30360	0.1049	0.7727	0.9357	0.9609	nan	0.8930	0.9880	0.9589	0.8491	0.9893	0.8913	0.9876	0.9562	0.8135	0.9876
0.0196	46.17	30380	0.1031	0.7735	0.9367	0.9607	nan	0.8958	0.9886	0.9581	0.8513	0.9897	0.8939	0.9882	0.9555	0.8154	0.9878
0.0105	46.2	30400	0.1041	0.7736	0.9363	0.9624	nan	0.8971	0.9879	0.9607	0.8465	0.9894	0.8954	0.9875	0.9579	0.8135	0.9876
0.0045	46.23	30420	0.1018	0.7756	0.9391	0.9637	nan	0.9011	0.9888	0.9615	0.8529	0.9912	0.8992	0.9884	0.9588	0.8179	0.9892
0.0222	46.26	30440	0.1029	0.7739	0.9378	0.9624	nan	0.8940	0.9886	0.9609	0.8554	0.9900	0.8922	0.9881	0.9582	0.8165	0.9882
0.0128	46.29	30460	0.1030	0.7752	0.9392	0.9630	nan	0.8978	0.9888	0.9610	0.8572	0.9911	0.8959	0.9883	0.9584	0.8194	0.9892
0.0034	46.32	30480	0.1056	0.7742	0.9387	0.9629	nan	0.8936	0.9882	0.9615	0.8593	0.9907	0.8918	0.9878	0.9588	0.8178	0.9888
0.0014	46.35	30500	0.1064	0.7743	0.9392	0.9632	nan	0.8962	0.9877	0.9620	0.8603	0.9896	0.8945	0.9873	0.9592	0.8172	0.9878
0.0066	46.38	30520	0.1027	0.7746	0.9390	0.9638	nan	0.8972	0.9877	0.9627	0.8578	0.9898	0.8954	0.9873	0.9599	0.8168	0.9880
0.0158	46.41	30540	0.0990	0.7734	0.9375	0.9606	nan	0.8938	0.9879	0.9583	0.8578	0.9895	0.8918	0.9875	0.9556	0.8180	0.9877
0.008	46.44	30560	0.1015	0.7748	0.9389	0.9620	nan	0.8998	0.9876	0.9596	0.8576	0.9901	0.8978	0.9872	0.9569	0.8186	0.9882
0.0077	46.47	30580	0.1026	0.7741	0.9383	0.9618	nan	0.8960	0.9877	0.9599	0.8582	0.9895	0.8941	0.9873	0.9572	0.8185	0.9877
0.0058	46.5	30600	0.0998	0.7742	0.9379	0.9624	nan	0.8954	0.9878	0.9608	0.8561	0.9896	0.8935	0.9874	0.9581	0.8181	0.9879
0.0051	46.53	30620	0.1037	0.7741	0.9381	0.9616	nan	0.8955	0.9881	0.9595	0.8574	0.9899	0.8935	0.9876	0.9569	0.8184	0.9881
0.0053	46.57	30640	0.1003	0.7754	0.9402	0.9627	nan	0.8994	0.9885	0.9606	0.8625	0.9899	0.8973	0.9881	0.9580	0.8211	0.9882
0.0048	46.6	30660	0.1063	0.7752	0.9395	0.9628	nan	0.8979	0.9886	0.9609	0.8603	0.9900	0.8961	0.9882	0.9582	0.8207	0.9882
0.0052	46.63	30680	0.1073	0.7744	0.9384	0.9624	nan	0.8955	0.9888	0.9605	0.8568	0.9902	0.8938	0.9883	0.9578	0.8180	0.9883
0.004	46.66	30700	0.1041	0.7752	0.9397	0.9633	nan	0.8987	0.9886	0.9616	0.8594	0.9903	0.8969	0.9882	0.9588	0.8190	0.9885
0.0061	46.69	30720	0.1045	0.7740	0.9385	0.9629	nan	0.8956	0.9876	0.9618	0.8583	0.9893	0.8937	0.9872	0.9590	0.8167	0.9876
0.0162	46.72	30740	0.1022	0.7745	0.9388	0.9625	nan	0.8965	0.9884	0.9608	0.8587	0.9895	0.8946	0.9880	0.9581	0.8183	0.9878
0.0098	46.75	30760	0.1033	0.7745	0.9388	0.9630	nan	0.8959	0.9881	0.9615	0.8582	0.9903	0.8941	0.9877	0.9588	0.8178	0.9885
0.003	46.78	30780	0.1060	0.7738	0.9380	0.9619	nan	0.8948	0.9882	0.9602	0.8570	0.9897	0.8930	0.9877	0.9575	0.8167	0.9879
0.0205	46.81	30800	0.1058	0.7745	0.9391	0.9624	nan	0.8969	0.9885	0.9604	0.8593	0.9902	0.8951	0.9881	0.9577	0.8180	0.9883
0.0265	46.84	30820	0.1020	0.7734	0.9372	0.9617	nan	0.8927	0.9883	0.9601	0.8554	0.9897	0.8909	0.9879	0.9574	0.8164	0.9879
0.006	46.87	30840	0.1052	0.7739	0.9385	0.9608	nan	0.8940	0.9886	0.9583	0.8616	0.9900	0.8922	0.9882	0.9557	0.8190	0.9881
0.0078	46.9	30860	0.1037	0.7743	0.9393	0.9620	nan	0.8939	0.9893	0.9603	0.8638	0.9894	0.8920	0.9888	0.9577	0.8195	0.9877
0.0024	46.93	30880	0.1080	0.7743	0.9388	0.9618	nan	0.8967	0.9883	0.9595	0.8591	0.9901	0.8949	0.9879	0.9569	0.8178	0.9882
0.0342	46.96	30900	0.1022	0.7754	0.9405	0.9618	nan	0.9017	0.9886	0.9589	0.8635	0.9900	0.8996	0.9881	0.9564	0.8199	0.9881
0.0099	46.99	30920	0.1006	0.7755	0.9403	0.9621	nan	0.9008	0.9887	0.9593	0.8616	0.9910	0.8986	0.9882	0.9568	0.8206	0.9889
0.009	47.02	30940	0.1060	0.7748	0.9394	0.9622	nan	0.8948	0.9884	0.9602	0.8630	0.9906	0.8929	0.9879	0.9577	0.8217	0.9887
0.0541	47.05	30960	0.1034	0.7748	0.9383	0.9627	nan	0.8970	0.9883	0.9606	0.8547	0.9911	0.8951	0.9878	0.9580	0.8188	0.9891
0.0127	47.08	30980	0.1013	0.7744	0.9393	0.9619	nan	0.8968	0.9879	0.9600	0.8624	0.9894	0.8949	0.9875	0.9573	0.8189	0.9877
0.0053	47.11	31000	0.1049	0.7747	0.9397	0.9623	nan	0.8973	0.9885	0.9603	0.8626	0.9895	0.8955	0.9880	0.9577	0.8195	0.9877
0.0044	47.14	31020	0.1062	0.7743	0.9390	0.9624	nan	0.8973	0.9877	0.9608	0.8601	0.9891	0.8955	0.9873	0.9581	0.8177	0.9875
0.003	47.17	31040	0.1070	0.7750	0.9401	0.9631	nan	0.8993	0.9882	0.9614	0.8622	0.9894	0.8975	0.9877	0.9586	0.8183	0.9877
0.0344	47.2	31060	0.1048	0.7754	0.9412	0.9630	nan	0.8985	0.9890	0.9610	0.8670	0.9903	0.8966	0.9885	0.9583	0.8204	0.9885
0.0032	47.23	31080	0.1045	0.7755	0.9411	0.9630	nan	0.8989	0.9890	0.9609	0.8660	0.9908	0.8970	0.9885	0.9583	0.8203	0.9889
0.0058	47.26	31100	0.1022	0.7751	0.9399	0.9631	nan	0.8983	0.9886	0.9612	0.8607	0.9905	0.8964	0.9881	0.9585	0.8189	0.9886
0.0019	47.29	31120	0.1067	0.7755	0.9409	0.9628	nan	0.9020	0.9888	0.9602	0.8629	0.9904	0.9000	0.9883	0.9576	0.8187	0.9885
0.0288	47.33	31140	0.1058	0.7749	0.9401	0.9630	nan	0.8994	0.9885	0.9612	0.8618	0.9899	0.8976	0.9880	0.9585	0.8172	0.9881
0.0138	47.36	31160	0.1033	0.7755	0.9410	0.9635	nan	0.9015	0.9882	0.9617	0.8642	0.9897	0.8996	0.9877	0.9591	0.8186	0.9879
0.0117	47.39	31180	0.1024	0.7752	0.9409	0.9637	nan	0.9002	0.9889	0.9623	0.8643	0.9888	0.8983	0.9884	0.9595	0.8176	0.9872
0.006	47.42	31200	0.1005	0.7740	0.9388	0.9615	nan	0.8954	0.9883	0.9595	0.8617	0.9891	0.8935	0.9878	0.9570	0.8182	0.9874
0.0007	47.45	31220	0.1011	0.7754	0.9405	0.9625	nan	0.8993	0.9887	0.9604	0.8646	0.9894	0.8974	0.9882	0.9578	0.8212	0.9877
0.0032	47.48	31240	0.1041	0.7757	0.9401	0.9632	nan	0.9005	0.9887	0.9612	0.8603	0.9898	0.8986	0.9882	0.9585	0.8208	0.9880
0.0174	47.51	31260	0.1040	0.7747	0.9400	0.9622	nan	0.8978	0.9885	0.9603	0.8645	0.9889	0.8959	0.9881	0.9577	0.8191	0.9872
0.0211	47.54	31280	0.1035	0.7750	0.9401	0.9614	nan	0.8988	0.9883	0.9588	0.8651	0.9897	0.8968	0.9879	0.9562	0.8213	0.9879
0.0069	47.57	31300	0.1022	0.7757	0.9408	0.9620	nan	0.9014	0.9885	0.9592	0.8650	0.9899	0.8992	0.9881	0.9567	0.8223	0.9881
0.0108	47.6	31320	0.0990	0.7747	0.9406	0.9607	nan	0.8990	0.9891	0.9577	0.8683	0.9890	0.8968	0.9885	0.9552	0.8202	0.9873
0.005	47.63	31340	0.1030	0.7747	0.9392	0.9620	nan	0.8967	0.9886	0.9599	0.8612	0.9899	0.8948	0.9881	0.9573	0.8199	0.9881
0.003	47.66	31360	0.1043	0.7753	0.9403	0.9627	nan	0.8971	0.9889	0.9606	0.8645	0.9906	0.8951	0.9884	0.9581	0.8214	0.9887
0.0019	47.69	31380	0.1074	0.7748	0.9391	0.9620	nan	0.8982	0.9882	0.9595	0.8589	0.9907	0.8963	0.9878	0.9570	0.8190	0.9887
0.0163	47.72	31400	0.1059	0.7748	0.9390	0.9618	nan	0.8974	0.9889	0.9593	0.8588	0.9906	0.8955	0.9884	0.9568	0.8194	0.9886
0.0065	47.75	31420	0.1027	0.7738	0.9379	0.9606	nan	0.8955	0.9885	0.9580	0.8579	0.9897	0.8933	0.9880	0.9555	0.8180	0.9879
0.0023	47.78	31440	0.1054	0.7754	0.9396	0.9624	nan	0.9005	0.9888	0.9597	0.8578	0.9910	0.8984	0.9883	0.9572	0.8197	0.9890
0.0052	47.81	31460	0.1068	0.7751	0.9395	0.9633	nan	0.8970	0.9885	0.9618	0.8599	0.9906	0.8951	0.9881	0.9591	0.8195	0.9887
0.0024	47.84	31480	0.1102	0.7757	0.9400	0.9636	nan	0.8993	0.9888	0.9615	0.8588	0.9916	0.8975	0.9883	0.9589	0.8202	0.9895
0.0068	47.87	31500	0.1071	0.7750	0.9391	0.9631	nan	0.8968	0.9884	0.9612	0.8573	0.9917	0.8950	0.9879	0.9586	0.8191	0.9895
0.0059	47.9	31520	0.1067	0.7753	0.9401	0.9634	nan	0.8987	0.9882	0.9616	0.8612	0.9907	0.8969	0.9878	0.9589	0.8192	0.9888
0.007	47.93	31540	0.1102	0.7749	0.9397	0.9632	nan	0.8974	0.9882	0.9616	0.8610	0.9903	0.8956	0.9878	0.9590	0.8188	0.9884
0.0111	47.96	31560	0.1027	0.7765	0.9425	0.9647	nan	0.9018	0.9893	0.9633	0.8682	0.9899	0.8999	0.9888	0.9606	0.8217	0.9882
0.0038	47.99	31580	0.1031	0.7750	0.9394	0.9625	nan	0.8986	0.9886	0.9603	0.8590	0.9904	0.8967	0.9881	0.9577	0.8191	0.9885
0.0013	48.02	31600	0.1042	0.7756	0.9408	0.9625	nan	0.9000	0.9887	0.9600	0.8648	0.9905	0.8979	0.9882	0.9575	0.8213	0.9886
0.0184	48.05	31620	0.1043	0.7753	0.9397	0.9625	nan	0.8994	0.9884	0.9603	0.8602	0.9900	0.8974	0.9880	0.9578	0.8203	0.9882
0.0045	48.09	31640	0.1032	0.7745	0.9389	0.9619	nan	0.8961	0.9883	0.9599	0.8601	0.9901	0.8941	0.9878	0.9573	0.8197	0.9883
0.0024	48.12	31660	0.1027	0.7754	0.9396	0.9626	nan	0.8995	0.9889	0.9603	0.8589	0.9902	0.8975	0.9884	0.9577	0.8204	0.9884
0.0011	48.15	31680	0.1098	0.7745	0.9384	0.9618	nan	0.8983	0.9882	0.9592	0.8555	0.9905	0.8963	0.9878	0.9567	0.8177	0.9885
0.0027	48.18	31700	0.1053	0.7759	0.9403	0.9629	nan	0.9033	0.9887	0.9604	0.8593	0.9901	0.9012	0.9882	0.9578	0.8198	0.9882
0.0061	48.21	31720	0.1043	0.7756	0.9402	0.9625	nan	0.9014	0.9888	0.9598	0.8604	0.9905	0.8994	0.9883	0.9573	0.8200	0.9886
0.0054	48.24	31740	0.1061	0.7751	0.9397	0.9619	nan	0.8994	0.9883	0.9594	0.8612	0.9904	0.8975	0.9879	0.9568	0.8200	0.9885
0.0135	48.27	31760	0.1046	0.7747	0.9387	0.9624	nan	0.8978	0.9877	0.9604	0.8572	0.9903	0.8958	0.9873	0.9578	0.8186	0.9884
0.0383	48.3	31780	0.1073	0.7747	0.9389	0.9606	nan	0.8992	0.9883	0.9572	0.8587	0.9911	0.8972	0.9878	0.9548	0.8196	0.9890
0.0175	48.33	31800	0.1020	0.7744	0.9396	0.9608	nan	0.8989	0.9882	0.9579	0.8637	0.9895	0.8966	0.9877	0.9555	0.8189	0.9877
0.0026	48.36	31820	0.1050	0.7749	0.9397	0.9622	nan	0.8985	0.9882	0.9599	0.8615	0.9901	0.8967	0.9877	0.9573	0.8195	0.9883
0.0012	48.39	31840	0.1088	0.7750	0.9393	0.9615	nan	0.8983	0.9884	0.9587	0.8603	0.9906	0.8964	0.9880	0.9562	0.8205	0.9887
0.0055	48.42	31860	0.1080	0.7748	0.9385	0.9631	nan	0.8980	0.9882	0.9612	0.8543	0.9908	0.8963	0.9878	0.9585	0.8173	0.9889
0.0074	48.45	31880	0.1023	0.7750	0.9390	0.9623	nan	0.8979	0.9889	0.9601	0.8583	0.9900	0.8958	0.9884	0.9575	0.8196	0.9883
0.015	48.48	31900	0.1015	0.7759	0.9398	0.9627	nan	0.9019	0.9898	0.9600	0.8568	0.9906	0.8998	0.9893	0.9574	0.8201	0.9887
0.0059	48.51	31920	0.1039	0.7746	0.9389	0.9620	nan	0.8964	0.9887	0.9601	0.8597	0.9894	0.8945	0.9883	0.9575	0.8195	0.9877
0.0016	48.54	31940	0.1097	0.7747	0.9392	0.9626	nan	0.8983	0.9887	0.9608	0.8591	0.9891	0.8964	0.9883	0.9581	0.8182	0.9874
0.0263	48.57	31960	0.1041	0.7750	0.9395	0.9620	nan	0.8988	0.9890	0.9597	0.8605	0.9892	0.8969	0.9885	0.9571	0.8199	0.9876
0.0033	48.6	31980	0.1042	0.7750	0.9395	0.9619	nan	0.9001	0.9891	0.9594	0.8597	0.9891	0.8981	0.9886	0.9569	0.8191	0.9873
0.0034	48.63	32000	0.1041	0.7749	0.9393	0.9618	nan	0.8976	0.9889	0.9594	0.8602	0.9905	0.8956	0.9885	0.9569	0.8201	0.9886
0.0032	48.66	32020	0.1066	0.7748	0.9394	0.9626	nan	0.8978	0.9884	0.9608	0.8600	0.9899	0.8959	0.9880	0.9582	0.8189	0.9881
0.0032	48.69	32040	0.1074	0.7749	0.9391	0.9632	nan	0.8977	0.9883	0.9617	0.8577	0.9901	0.8959	0.9879	0.9590	0.8184	0.9883
0.012	48.72	32060	0.1055	0.7749	0.9394	0.9626	nan	0.8978	0.9885	0.9606	0.8598	0.9903	0.8959	0.9880	0.9580	0.8192	0.9885
0.0047	48.75	32080	0.1037	0.7757	0.9401	0.9630	nan	0.9014	0.9885	0.9606	0.8590	0.9908	0.8994	0.9881	0.9581	0.8197	0.9889
0.0161	48.78	32100	0.1022	0.7751	0.9392	0.9626	nan	0.8989	0.9885	0.9604	0.8580	0.9905	0.8969	0.9881	0.9578	0.8196	0.9886
0.0048	48.81	32120	0.1071	0.7754	0.9398	0.9632	nan	0.8975	0.9890	0.9613	0.8602	0.9910	0.8955	0.9885	0.9587	0.8206	0.9890
0.0117	48.84	32140	0.1043	0.7757	0.9405	0.9629	nan	0.8993	0.9894	0.9608	0.8629	0.9902	0.8972	0.9889	0.9582	0.8215	0.9884
0.0006	48.88	32160	0.1076	0.7760	0.9408	0.9633	nan	0.9020	0.9888	0.9611	0.8616	0.9902	0.9001	0.9884	0.9585	0.8206	0.9884
0.0025	48.91	32180	0.1072	0.7753	0.9401	0.9624	nan	0.8983	0.9887	0.9600	0.8627	0.9908	0.8963	0.9882	0.9575	0.8211	0.9889
0.0034	48.94	32200	0.1049	0.7756	0.9407	0.9626	nan	0.8983	0.9888	0.9602	0.8650	0.9911	0.8961	0.9883	0.9578	0.8223	0.9891
0.0061	48.97	32220	0.1056	0.7749	0.9396	0.9626	nan	0.8977	0.9882	0.9608	0.8619	0.9895	0.8957	0.9878	0.9582	0.8196	0.9878
0.0047	49.0	32240	0.1066	0.7748	0.9398	0.9617	nan	0.8971	0.9885	0.9594	0.8640	0.9898	0.8950	0.9880	0.9569	0.8208	0.9881
0.0094	49.03	32260	0.1076	0.7749	0.9392	0.9619	nan	0.8975	0.9884	0.9597	0.8602	0.9901	0.8956	0.9880	0.9571	0.8202	0.9883
0.0089	49.06	32280	0.1050	0.7747	0.9398	0.9625	nan	0.8983	0.9882	0.9607	0.8628	0.9892	0.8963	0.9878	0.9580	0.8185	0.9876
0.0029	49.09	32300	0.1060	0.7748	0.9395	0.9619	nan	0.8968	0.9885	0.9597	0.8627	0.9899	0.8949	0.9881	0.9571	0.8205	0.9882
0.024	49.12	32320	0.1034	0.7747	0.9395	0.9612	nan	0.8972	0.9885	0.9586	0.8634	0.9900	0.8950	0.9881	0.9561	0.8209	0.9882
0.0023	49.15	32340	0.1045	0.7752	0.9409	0.9629	nan	0.9002	0.9889	0.9610	0.8654	0.9892	0.8981	0.9884	0.9583	0.8188	0.9876
0.0032	49.18	32360	0.1080	0.7759	0.9404	0.9633	nan	0.9008	0.9889	0.9611	0.8604	0.9906	0.8989	0.9884	0.9585	0.8207	0.9888
0.0015	49.21	32380	0.1050	0.7759	0.9407	0.9630	nan	0.9021	0.9886	0.9606	0.8617	0.9903	0.9001	0.9882	0.9581	0.8205	0.9885
0.0057	49.24	32400	0.1030	0.7750	0.9394	0.9620	nan	0.8996	0.9883	0.9596	0.8599	0.9897	0.8975	0.9879	0.9571	0.8195	0.9879
0.0087	49.27	32420	0.1043	0.7752	0.9398	0.9623	nan	0.8991	0.9882	0.9599	0.8614	0.9905	0.8971	0.9878	0.9574	0.8205	0.9886
0.0039	49.3	32440	0.1050	0.7754	0.9394	0.9623	nan	0.9008	0.9885	0.9597	0.8574	0.9909	0.8987	0.9880	0.9571	0.8197	0.9889
0.0107	49.33	32460	0.1007	0.7747	0.9393	0.9615	nan	0.8977	0.9884	0.9590	0.8611	0.9902	0.8957	0.9880	0.9565	0.8199	0.9884
0.0037	49.36	32480	0.1054	0.7756	0.9406	0.9628	nan	0.9000	0.9889	0.9607	0.8635	0.9898	0.8981	0.9884	0.9580	0.8211	0.9881
0.0375	49.39	32500	0.1065	0.7745	0.9388	0.9617	nan	0.8951	0.9888	0.9595	0.8606	0.9900	0.8932	0.9883	0.9569	0.8202	0.9882
0.0399	49.42	32520	0.1049	0.7758	0.9407	0.9626	nan	0.9018	0.9885	0.9601	0.8627	0.9905	0.8998	0.9881	0.9574	0.8209	0.9887
0.0047	49.45	32540	0.1080	0.7748	0.9391	0.9623	nan	0.8962	0.9887	0.9602	0.8601	0.9904	0.8945	0.9882	0.9576	0.8199	0.9885
0.006	49.48	32560	0.1054	0.7757	0.9403	0.9629	nan	0.9000	0.9888	0.9608	0.8616	0.9903	0.8981	0.9884	0.9581	0.8209	0.9885
0.0019	49.51	32580	0.1058	0.7747	0.9391	0.9623	nan	0.8967	0.9888	0.9603	0.8597	0.9900	0.8949	0.9883	0.9576	0.8193	0.9883
0.0039	49.54	32600	0.1068	0.7747	0.9393	0.9624	nan	0.8968	0.9883	0.9606	0.8609	0.9899	0.8949	0.9878	0.9579	0.8192	0.9881
0.0368	49.57	32620	0.1070	0.7755	0.9403	0.9630	nan	0.9000	0.9883	0.9611	0.8623	0.9900	0.8980	0.9878	0.9584	0.8204	0.9883
0.0077	49.6	32640	0.1039	0.7742	0.9388	0.9617	nan	0.8959	0.9881	0.9597	0.8608	0.9894	0.8941	0.9877	0.9571	0.8188	0.9877
0.0096	49.64	32660	0.1051	0.7750	0.9394	0.9614	nan	0.8983	0.9889	0.9587	0.8611	0.9901	0.8963	0.9884	0.9562	0.8206	0.9883
0.0046	49.67	32680	0.1073	0.7755	0.9398	0.9627	nan	0.8993	0.9889	0.9605	0.8598	0.9904	0.8974	0.9884	0.9579	0.8205	0.9885
0.445	49.7	32700	0.1067	0.7754	0.9395	0.9634	nan	0.8990	0.9888	0.9617	0.8576	0.9904	0.8973	0.9884	0.9589	0.8195	0.9886
0.0087	49.73	32720	0.1057	0.7757	0.9405	0.9632	nan	0.8988	0.9890	0.9611	0.8628	0.9906	0.8969	0.9886	0.9585	0.8213	0.9888
0.0642	49.76	32740	0.1061	0.7752	0.9393	0.9627	nan	0.8973	0.9884	0.9607	0.8592	0.9910	0.8955	0.9880	0.9580	0.8204	0.9890
0.0092	49.79	32760	0.1052	0.7755	0.9400	0.9626	nan	0.8996	0.9886	0.9603	0.8611	0.9902	0.8977	0.9882	0.9577	0.8211	0.9884
0.0081	49.82	32780	0.1112	0.7752	0.9393	0.9628	nan	0.8981	0.9884	0.9607	0.8586	0.9908	0.8962	0.9880	0.9581	0.8198	0.9889
0.0369	49.85	32800	0.1065	0.7754	0.9404	0.9627	nan	0.8982	0.9889	0.9606	0.8635	0.9906	0.8962	0.9884	0.9580	0.8211	0.9888
0.0051	49.88	32820	0.1060	0.7755	0.9398	0.9630	nan	0.8985	0.9888	0.9609	0.8599	0.9908	0.8966	0.9883	0.9583	0.8206	0.9889
0.0047	49.91	32840	0.1091	0.7748	0.9390	0.9616	nan	0.8985	0.9881	0.9591	0.8589	0.9901	0.8966	0.9877	0.9566	0.8194	0.9883
0.0026	49.94	32860	0.1058	0.7745	0.9386	0.9619	nan	0.8952	0.9885	0.9599	0.8593	0.9901	0.8933	0.9880	0.9573	0.8201	0.9883
0.0071	49.97	32880	0.1066	0.7750	0.9389	0.9630	nan	0.8980	0.9886	0.9611	0.8563	0.9906	0.8961	0.9882	0.9583	0.8187	0.9887
0.0036	50.0	32900	0.1093	0.7759	0.9403	0.9638	nan	0.9007	0.9887	0.9619	0.8594	0.9905	0.8989	0.9883	0.9592	0.8204	0.9887

Framework versions

Transformers 4.38.0.dev0
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.0

patrickcleeve
/

segformer-b1-autolamella-mega-1

segformer-b0-finetuned-autolamella-mega-1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Model tree for patrickcleeve/segformer-b1-autolamella-mega-1

Evaluation results