segformer-b0-finetuned-segments-sidewalk-2

This model is a fine-tuned version of nvidia/mit-b0 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.0652
• Mean Iou: 0.9415
• Mean Accuracy: 0.9614
• Overall Accuracy: 0.9785
• Accuracy Water: 0.9290
• Accuracy Non-water: 0.9937
• Iou Water: 0.9104
• Iou Non-water: 0.9725

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: 1
• eval_batch_size: 1
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 5000

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Accuracy Water	Accuracy Non-water	Iou Water	Iou Non-water
0.2744	3.33	20	0.5474	0.7591	0.8996	0.8886	0.9204	0.8789	0.6602	0.8579
0.6419	6.67	40	0.4140	0.7124	0.8985	0.8547	0.9812	0.8158	0.6136	0.8111
0.1373	10.0	60	0.2129	0.8964	0.9580	0.9590	0.9561	0.9599	0.8457	0.9471
0.1052	13.33	80	0.1804	0.8872	0.9597	0.9545	0.9696	0.9498	0.8335	0.9410
0.2278	16.67	100	0.1461	0.9220	0.9639	0.9702	0.9519	0.9758	0.8825	0.9616
0.0835	20.0	120	0.1184	0.9289	0.9635	0.9732	0.9453	0.9818	0.8923	0.9655
0.3156	23.33	140	0.1160	0.9295	0.9589	0.9737	0.9309	0.9868	0.8926	0.9663
0.0834	26.67	160	0.1072	0.9286	0.9551	0.9735	0.9203	0.9899	0.8910	0.9662
0.0626	30.0	180	0.1039	0.9299	0.9551	0.9741	0.9191	0.9910	0.8929	0.9669
0.0658	33.33	200	0.0961	0.9235	0.9687	0.9705	0.9653	0.9722	0.8851	0.9619
0.065	36.67	220	0.1010	0.9317	0.9571	0.9747	0.9237	0.9904	0.8958	0.9677
0.0485	40.0	240	0.0950	0.9324	0.9555	0.9751	0.9187	0.9924	0.8966	0.9682
0.0563	43.33	260	0.0963	0.9226	0.9554	0.9710	0.9260	0.9848	0.8823	0.9629
0.2679	46.67	280	0.0929	0.9341	0.9544	0.9758	0.9140	0.9949	0.8990	0.9692
0.2814	50.0	300	0.1009	0.9310	0.9508	0.9748	0.9055	0.9961	0.8940	0.9679
0.0347	53.33	320	0.0869	0.9279	0.9564	0.9732	0.9247	0.9880	0.8901	0.9657
0.037	56.67	340	0.0838	0.9281	0.9599	0.9731	0.9352	0.9847	0.8908	0.9655
0.0322	60.0	360	0.0844	0.9315	0.9567	0.9746	0.9230	0.9905	0.8953	0.9676
0.042	63.33	380	0.0758	0.9303	0.9593	0.9740	0.9317	0.9870	0.8940	0.9667
0.0528	66.67	400	0.0872	0.9318	0.9567	0.9748	0.9226	0.9908	0.8958	0.9678
0.0288	70.0	420	0.0837	0.9280	0.9575	0.9731	0.9280	0.9870	0.8903	0.9656
0.2019	73.33	440	0.0834	0.9342	0.9570	0.9758	0.9217	0.9924	0.8994	0.9691
0.0386	76.67	460	0.0649	0.9377	0.9626	0.9769	0.9357	0.9896	0.9050	0.9704
0.0295	80.0	480	0.0703	0.9350	0.9601	0.9759	0.9301	0.9900	0.9008	0.9692
0.0399	83.33	500	0.0828	0.9365	0.9569	0.9767	0.9196	0.9942	0.9026	0.9703
0.025	86.67	520	0.0874	0.9343	0.9531	0.9760	0.9100	0.9963	0.8991	0.9695
0.0254	90.0	540	0.0669	0.9356	0.9659	0.9759	0.9472	0.9847	0.9023	0.9690
0.1682	93.33	560	0.0852	0.9370	0.9571	0.9769	0.9197	0.9945	0.9035	0.9705
0.0379	96.67	580	0.0709	0.9305	0.9588	0.9741	0.9299	0.9877	0.8942	0.9669
0.0346	100.0	600	0.0862	0.9291	0.9562	0.9737	0.9231	0.9893	0.8919	0.9664
0.0232	103.33	620	0.0750	0.9372	0.9571	0.9770	0.9195	0.9946	0.9038	0.9706
0.0356	106.67	640	0.0771	0.9335	0.9574	0.9755	0.9234	0.9915	0.8984	0.9686
0.0346	110.0	660	0.0635	0.9342	0.9618	0.9755	0.9358	0.9877	0.8998	0.9686
0.0365	113.33	680	0.0701	0.9344	0.9711	0.9751	0.9636	0.9786	0.9009	0.9678
0.1537	116.67	700	0.0762	0.9350	0.9576	0.9761	0.9226	0.9925	0.9006	0.9694
0.0334	120.0	720	0.0686	0.9362	0.9578	0.9765	0.9225	0.9932	0.9024	0.9700
0.3516	123.33	740	0.0629	0.9348	0.9603	0.9758	0.9309	0.9896	0.9005	0.9691
0.1583	126.67	760	0.0727	0.9355	0.9578	0.9763	0.9228	0.9927	0.9014	0.9697
0.0183	130.0	780	0.0652	0.9332	0.9591	0.9752	0.9287	0.9895	0.8982	0.9683
0.0184	133.33	800	0.0750	0.9329	0.9573	0.9752	0.9236	0.9910	0.8975	0.9683
0.0214	136.67	820	0.0730	0.9372	0.9560	0.9771	0.9163	0.9957	0.9037	0.9708
0.0212	140.0	840	0.0645	0.9358	0.9580	0.9764	0.9235	0.9926	0.9018	0.9698
0.018	143.33	860	0.0699	0.9305	0.9590	0.9741	0.9304	0.9875	0.8941	0.9669
0.0324	146.67	880	0.0770	0.9363	0.9577	0.9766	0.9220	0.9934	0.9026	0.9701
0.0337	150.0	900	0.0612	0.9386	0.9657	0.9771	0.9440	0.9873	0.9066	0.9706
0.0427	153.33	920	0.0546	0.9414	0.9641	0.9784	0.9371	0.9910	0.9106	0.9722
0.032	156.67	940	0.0684	0.9332	0.9583	0.9753	0.9262	0.9903	0.8980	0.9684
0.0413	160.0	960	0.0699	0.9346	0.9574	0.9759	0.9225	0.9923	0.9000	0.9692
0.0127	163.33	980	0.0706	0.9376	0.9572	0.9772	0.9195	0.9949	0.9044	0.9709
0.0202	166.67	1000	0.0768	0.9377	0.9574	0.9772	0.9202	0.9947	0.9045	0.9709
0.0329	170.0	1020	0.0663	0.9369	0.9583	0.9768	0.9233	0.9932	0.9034	0.9703
0.235	173.33	1040	0.0540	0.9447	0.9704	0.9794	0.9535	0.9874	0.9160	0.9735
0.016	176.67	1060	0.0558	0.9384	0.9617	0.9773	0.9324	0.9911	0.9060	0.9709
0.0112	180.0	1080	0.0614	0.9394	0.9665	0.9774	0.9457	0.9872	0.9079	0.9710
0.1565	183.33	1100	0.0642	0.9362	0.9620	0.9763	0.9349	0.9891	0.9028	0.9697
0.0154	186.67	1120	0.0690	0.9381	0.9578	0.9773	0.9211	0.9946	0.9051	0.9710
0.1415	190.0	1140	0.0684	0.9340	0.9579	0.9756	0.9243	0.9914	0.8992	0.9689
0.0505	193.33	1160	0.0744	0.9293	0.9575	0.9737	0.9270	0.9880	0.8922	0.9663
0.0101	196.67	1180	0.0535	0.9393	0.9610	0.9777	0.9296	0.9924	0.9073	0.9714
0.0126	200.0	1200	0.0749	0.9356	0.9576	0.9763	0.9223	0.9929	0.9015	0.9697
0.0194	203.33	1220	0.0758	0.9356	0.9568	0.9763	0.9200	0.9937	0.9013	0.9698
0.0155	206.67	1240	0.0830	0.9301	0.9570	0.9740	0.9248	0.9892	0.8934	0.9668
0.0195	210.0	1260	0.0965	0.9352	0.9574	0.9761	0.9220	0.9928	0.9008	0.9695
0.0399	213.33	1280	0.0811	0.9377	0.9572	0.9772	0.9194	0.9949	0.9045	0.9709
0.0191	216.67	1300	0.0678	0.9324	0.9588	0.9749	0.9283	0.9892	0.8969	0.9679
0.0303	220.0	1320	0.0826	0.9323	0.9569	0.9750	0.9227	0.9910	0.8965	0.9680
0.0085	223.33	1340	0.0606	0.9370	0.9635	0.9766	0.9388	0.9882	0.9040	0.9699
0.0095	226.67	1360	0.0643	0.9347	0.9588	0.9759	0.9266	0.9910	0.9003	0.9692
0.0141	230.0	1380	0.0717	0.9345	0.9575	0.9759	0.9228	0.9922	0.8999	0.9692
0.0083	233.33	1400	0.0608	0.9362	0.9593	0.9765	0.9268	0.9917	0.9025	0.9699
0.0082	236.67	1420	0.0721	0.9359	0.9577	0.9764	0.9225	0.9930	0.9019	0.9699
0.0338	240.0	1440	0.0747	0.9365	0.9575	0.9767	0.9213	0.9937	0.9028	0.9702
0.0145	243.33	1460	0.0709	0.9340	0.9574	0.9756	0.9231	0.9918	0.8991	0.9689
0.0186	246.67	1480	0.0615	0.9367	0.9592	0.9766	0.9262	0.9922	0.9032	0.9701
0.0375	250.0	1500	0.0697	0.9352	0.9581	0.9761	0.9240	0.9921	0.9010	0.9695
0.1679	253.33	1520	0.0797	0.9349	0.9579	0.9760	0.9238	0.9921	0.9005	0.9694
0.0142	256.67	1540	0.0671	0.9323	0.9580	0.9749	0.9260	0.9900	0.8967	0.9679
0.0296	260.0	1560	0.0681	0.9329	0.9585	0.9751	0.9270	0.9899	0.8976	0.9682
0.029	263.33	1580	0.0726	0.9354	0.9581	0.9762	0.9240	0.9922	0.9012	0.9696
0.1336	266.67	1600	0.0692	0.9365	0.9579	0.9766	0.9224	0.9933	0.9028	0.9702
0.0327	270.0	1620	0.0724	0.9359	0.9571	0.9764	0.9207	0.9936	0.9018	0.9699
0.0074	273.33	1640	0.0951	0.9335	0.9511	0.9758	0.9045	0.9977	0.8978	0.9693
0.1754	276.67	1660	0.0728	0.9373	0.9584	0.9769	0.9235	0.9934	0.9040	0.9705
0.0137	280.0	1680	0.0573	0.9395	0.9607	0.9778	0.9285	0.9929	0.9075	0.9715
0.0132	283.33	1700	0.0724	0.9326	0.9576	0.9750	0.9246	0.9905	0.8970	0.9681
0.0133	286.67	1720	0.0847	0.9362	0.9582	0.9765	0.9236	0.9928	0.9024	0.9700
0.0065	290.0	1740	0.0688	0.9324	0.9589	0.9749	0.9288	0.9891	0.8969	0.9679
0.1475	293.33	1760	0.0751	0.9386	0.9582	0.9775	0.9217	0.9946	0.9059	0.9712
0.0143	296.67	1780	0.0785	0.9378	0.9572	0.9772	0.9194	0.9950	0.9047	0.9709
0.006	300.0	1800	0.0714	0.9369	0.9584	0.9768	0.9236	0.9932	0.9035	0.9704
0.0183	303.33	1820	0.0900	0.9376	0.9585	0.9771	0.9234	0.9935	0.9044	0.9707
0.0185	306.67	1840	0.0756	0.9368	0.9583	0.9767	0.9235	0.9931	0.9032	0.9703
0.0127	310.0	1860	0.0741	0.9320	0.9577	0.9748	0.9256	0.9899	0.8962	0.9678
0.0308	313.33	1880	0.0675	0.9328	0.9582	0.9751	0.9264	0.9901	0.8974	0.9682
0.0303	316.67	1900	0.0584	0.9384	0.9602	0.9773	0.9279	0.9925	0.9058	0.9710
0.1517	320.0	1920	0.0687	0.9371	0.9587	0.9769	0.9244	0.9930	0.9038	0.9704
0.02	323.33	1940	0.0737	0.9311	0.9577	0.9744	0.9263	0.9892	0.8949	0.9673
0.1405	326.67	1960	0.0750	0.9389	0.9580	0.9776	0.9211	0.9950	0.9063	0.9714
0.0133	330.0	1980	0.0624	0.9382	0.9589	0.9773	0.9242	0.9936	0.9054	0.9710
0.0352	333.33	2000	0.0719	0.9375	0.9581	0.9770	0.9224	0.9938	0.9042	0.9707
0.0053	336.67	2020	0.0660	0.9369	0.9587	0.9768	0.9246	0.9928	0.9034	0.9703
0.0374	340.0	2040	0.0806	0.9378	0.9581	0.9772	0.9220	0.9941	0.9047	0.9708
0.0188	343.33	2060	0.0694	0.9327	0.9581	0.9751	0.9262	0.9901	0.8973	0.9681
0.0129	346.67	2080	0.0538	0.9426	0.9662	0.9787	0.9426	0.9898	0.9125	0.9727
0.0195	350.0	2100	0.0743	0.9328	0.9576	0.9751	0.9245	0.9907	0.8973	0.9682
0.0179	353.33	2120	0.0583	0.9372	0.9595	0.9769	0.9267	0.9923	0.9040	0.9704
0.1339	356.67	2140	0.0612	0.9385	0.9589	0.9774	0.9239	0.9939	0.9059	0.9712
0.006	360.0	2160	0.0900	0.9377	0.9576	0.9772	0.9207	0.9945	0.9045	0.9708
0.0124	363.33	2180	0.0660	0.9372	0.9588	0.9769	0.9247	0.9929	0.9040	0.9705
0.144	366.67	2200	0.0671	0.9307	0.9583	0.9742	0.9282	0.9884	0.8943	0.9670
0.0358	370.0	2220	0.0739	0.9335	0.9579	0.9754	0.9247	0.9910	0.8985	0.9686
0.0046	373.33	2240	0.0692	0.9336	0.9581	0.9754	0.9253	0.9909	0.8986	0.9686
0.0283	376.67	2260	0.0680	0.9329	0.9578	0.9752	0.9252	0.9905	0.8975	0.9683
0.1312	380.0	2280	0.0742	0.9353	0.9581	0.9761	0.9241	0.9922	0.9010	0.9695
0.13	383.33	2300	0.0700	0.9327	0.9581	0.9751	0.9261	0.9901	0.8973	0.9681
0.0119	386.67	2320	0.0875	0.9370	0.9580	0.9768	0.9223	0.9936	0.9035	0.9704
0.127	390.0	2340	0.0742	0.9357	0.9579	0.9763	0.9230	0.9927	0.9016	0.9698
0.012	393.33	2360	0.0816	0.9368	0.9584	0.9767	0.9237	0.9930	0.9032	0.9703
0.1322	396.67	2380	0.0717	0.9333	0.9582	0.9753	0.9257	0.9906	0.8982	0.9685
0.0178	400.0	2400	0.0738	0.9358	0.9585	0.9763	0.9250	0.9921	0.9018	0.9697
0.0342	403.33	2420	0.0677	0.9353	0.9586	0.9761	0.9255	0.9917	0.9011	0.9695
0.0042	406.67	2440	0.0793	0.9315	0.9574	0.9746	0.9249	0.9899	0.8954	0.9675
0.018	410.0	2460	0.0748	0.9356	0.9574	0.9763	0.9217	0.9931	0.9014	0.9697
0.0041	413.33	2480	0.0717	0.9353	0.9581	0.9761	0.9241	0.9921	0.9010	0.9695
0.004	416.67	2500	0.0726	0.9348	0.9579	0.9759	0.9237	0.9920	0.9003	0.9693
0.0284	420.0	2520	0.0696	0.9359	0.9582	0.9764	0.9238	0.9926	0.9020	0.9699
0.0121	423.33	2540	0.0669	0.9335	0.9583	0.9754	0.9260	0.9906	0.8984	0.9685
0.0117	426.67	2560	0.0693	0.9319	0.9580	0.9747	0.9265	0.9895	0.8960	0.9677
0.0171	430.0	2580	0.0711	0.9343	0.9580	0.9757	0.9245	0.9915	0.8996	0.9690
0.1286	433.33	2600	0.0714	0.9350	0.9586	0.9760	0.9257	0.9914	0.9006	0.9693
0.0116	436.67	2620	0.0693	0.9329	0.9581	0.9752	0.9259	0.9903	0.8976	0.9682
0.0271	440.0	2640	0.0735	0.9348	0.9580	0.9760	0.9243	0.9918	0.9004	0.9693
0.0333	443.33	2660	0.0766	0.9360	0.9581	0.9764	0.9234	0.9927	0.9020	0.9699
0.1291	446.67	2680	0.0665	0.9344	0.9584	0.9757	0.9256	0.9912	0.8997	0.9690
0.0036	450.0	2700	0.0788	0.9350	0.9580	0.9760	0.9240	0.9920	0.9006	0.9693
0.0036	453.33	2720	0.0958	0.9342	0.9573	0.9757	0.9225	0.9921	0.8993	0.9690
0.0172	456.67	2740	0.0776	0.9383	0.9586	0.9774	0.9230	0.9941	0.9055	0.9711
0.0122	460.0	2760	0.0733	0.9353	0.9580	0.9762	0.9237	0.9923	0.9011	0.9695
0.0285	463.33	2780	0.0881	0.9341	0.9577	0.9757	0.9237	0.9916	0.8992	0.9689
0.0171	466.67	2800	0.0732	0.9307	0.9577	0.9743	0.9264	0.9890	0.8944	0.9671
0.0279	470.0	2820	0.0701	0.9330	0.9583	0.9752	0.9264	0.9902	0.8978	0.9683
0.1256	473.33	2840	0.0762	0.9342	0.9581	0.9757	0.9248	0.9913	0.8994	0.9689
0.0335	476.67	2860	0.0693	0.9360	0.9577	0.9765	0.9223	0.9931	0.9021	0.9700
0.0113	480.0	2880	0.0702	0.9352	0.9583	0.9761	0.9247	0.9919	0.9009	0.9694
0.0133	483.33	2900	0.0767	0.9352	0.9581	0.9761	0.9243	0.9920	0.9009	0.9694
0.0335	486.67	2920	0.0686	0.9354	0.9585	0.9762	0.9251	0.9919	0.9013	0.9696
0.0035	490.0	2940	0.0709	0.9355	0.9582	0.9762	0.9241	0.9923	0.9014	0.9696
0.0167	493.33	2960	0.0741	0.9351	0.9580	0.9761	0.9239	0.9921	0.9007	0.9694
0.0166	496.67	2980	0.0750	0.9361	0.9583	0.9765	0.9241	0.9926	0.9022	0.9699
0.0277	500.0	3000	0.0726	0.9369	0.9585	0.9768	0.9238	0.9931	0.9035	0.9704
0.0169	503.33	3020	0.0779	0.9377	0.9576	0.9771	0.9206	0.9945	0.9045	0.9708
0.0038	506.67	3040	0.0681	0.9348	0.9587	0.9759	0.9262	0.9912	0.9004	0.9692
0.0166	510.0	3060	0.0754	0.9355	0.9583	0.9762	0.9245	0.9921	0.9014	0.9696
0.0268	513.33	3080	0.0677	0.9358	0.9588	0.9763	0.9256	0.9919	0.9019	0.9698
0.0032	516.67	3100	0.0720	0.9360	0.9583	0.9764	0.9240	0.9925	0.9021	0.9699
0.1239	520.0	3120	0.0697	0.9356	0.9586	0.9763	0.9252	0.9920	0.9016	0.9697
0.0269	523.33	3140	0.0747	0.9352	0.9584	0.9761	0.9250	0.9918	0.9010	0.9695
0.0129	526.67	3160	0.0895	0.9354	0.9577	0.9762	0.9227	0.9927	0.9012	0.9696
0.1726	530.0	3180	0.0636	0.9339	0.9587	0.9755	0.9268	0.9905	0.8991	0.9687
0.0332	533.33	3200	0.0998	0.9370	0.9577	0.9769	0.9215	0.9939	0.9035	0.9705
0.0115	536.67	3220	0.0778	0.9361	0.9585	0.9765	0.9246	0.9924	0.9023	0.9699
0.0167	540.0	3240	0.0767	0.9360	0.9582	0.9764	0.9238	0.9926	0.9021	0.9699
0.0109	543.33	3260	0.0725	0.9361	0.9584	0.9764	0.9243	0.9925	0.9022	0.9699
0.0264	546.67	3280	0.0687	0.9351	0.9584	0.9761	0.9251	0.9917	0.9008	0.9694
0.1259	550.0	3300	0.0751	0.9343	0.9582	0.9757	0.9250	0.9914	0.8997	0.9690
0.0111	553.33	3320	0.0714	0.9348	0.9583	0.9759	0.9250	0.9916	0.9003	0.9692
0.1257	556.67	3340	0.0656	0.9356	0.9588	0.9762	0.9259	0.9917	0.9015	0.9696
0.0163	560.0	3360	0.0724	0.9353	0.9583	0.9761	0.9246	0.9920	0.9011	0.9695
0.0111	563.33	3380	0.0787	0.9327	0.9578	0.9751	0.9250	0.9905	0.8973	0.9682
0.011	566.67	3400	0.0679	0.9336	0.9582	0.9754	0.9256	0.9908	0.8986	0.9686
0.1369	570.0	3420	0.0859	0.9331	0.9579	0.9753	0.9250	0.9907	0.8979	0.9684
0.0325	573.33	3440	0.0907	0.9361	0.9573	0.9765	0.9208	0.9937	0.9022	0.9701
0.132	576.67	3460	0.0849	0.9330	0.9579	0.9752	0.9252	0.9906	0.8977	0.9683
0.0111	580.0	3480	0.0908	0.9341	0.9581	0.9756	0.9249	0.9913	0.8993	0.9689
0.0109	583.33	3500	0.0809	0.9349	0.9584	0.9760	0.9253	0.9915	0.9005	0.9693
0.0264	586.67	3520	0.0821	0.9360	0.9584	0.9764	0.9243	0.9924	0.9021	0.9699
0.0163	590.0	3540	0.0690	0.9351	0.9584	0.9761	0.9249	0.9918	0.9008	0.9694
0.0028	593.33	3560	0.0742	0.9346	0.9581	0.9758	0.9246	0.9916	0.9000	0.9691
0.0274	596.67	3580	0.0717	0.9347	0.9582	0.9759	0.9247	0.9916	0.9002	0.9692
0.0266	600.0	3600	0.0873	0.9345	0.9578	0.9758	0.9237	0.9919	0.8999	0.9691
0.0164	603.33	3620	0.0735	0.9348	0.9584	0.9759	0.9254	0.9915	0.9004	0.9692
0.0162	606.67	3640	0.0757	0.9347	0.9583	0.9759	0.9250	0.9915	0.9001	0.9692
0.0109	610.0	3660	0.0853	0.9334	0.9580	0.9754	0.9252	0.9908	0.8983	0.9685
0.0109	613.33	3680	0.0741	0.9354	0.9583	0.9762	0.9244	0.9921	0.9013	0.9696
0.0027	616.67	3700	0.0751	0.9355	0.9583	0.9762	0.9244	0.9921	0.9014	0.9696
0.0266	620.0	3720	0.0728	0.9341	0.9580	0.9757	0.9247	0.9913	0.8993	0.9689
0.124	623.33	3740	0.0727	0.9323	0.9582	0.9749	0.9268	0.9897	0.8967	0.9679
0.0026	626.67	3760	0.0912	0.9366	0.9586	0.9766	0.9246	0.9927	0.9030	0.9702
0.0177	630.0	3780	0.0825	0.9366	0.9581	0.9767	0.9230	0.9932	0.9030	0.9702
0.0262	633.33	3800	0.0758	0.9368	0.9583	0.9767	0.9236	0.9931	0.9032	0.9703
0.0106	636.67	3820	0.0851	0.9339	0.9580	0.9756	0.9249	0.9912	0.8991	0.9688
0.1289	640.0	3840	0.0711	0.9349	0.9588	0.9760	0.9265	0.9912	0.9006	0.9693
0.0326	643.33	3860	0.0808	0.9343	0.9581	0.9757	0.9247	0.9914	0.8996	0.9690
0.016	646.67	3880	0.0709	0.9334	0.9583	0.9754	0.9261	0.9905	0.8983	0.9685
0.0106	650.0	3900	0.0812	0.9332	0.9578	0.9753	0.9247	0.9909	0.8979	0.9684
0.0104	653.33	3920	0.0794	0.9338	0.9579	0.9755	0.9247	0.9912	0.8989	0.9687
0.0326	656.67	3940	0.0746	0.9349	0.9582	0.9760	0.9247	0.9917	0.9005	0.9693
0.0322	660.0	3960	0.0788	0.9345	0.9581	0.9758	0.9247	0.9916	0.9000	0.9691
0.0318	663.33	3980	0.0815	0.9356	0.9581	0.9763	0.9238	0.9924	0.9015	0.9697
0.0157	666.67	4000	0.0759	0.9356	0.9582	0.9763	0.9242	0.9923	0.9015	0.9697
0.0024	670.0	4020	0.0748	0.9352	0.9583	0.9761	0.9248	0.9919	0.9010	0.9695
0.0315	673.33	4040	0.0850	0.9351	0.9582	0.9760	0.9246	0.9919	0.9007	0.9694
0.0324	676.67	4060	0.0820	0.9351	0.9580	0.9761	0.9239	0.9921	0.9007	0.9694
0.0258	680.0	4080	0.0711	0.9359	0.9585	0.9764	0.9247	0.9923	0.9020	0.9698
0.0315	683.33	4100	0.0876	0.9352	0.9579	0.9761	0.9235	0.9923	0.9009	0.9695
0.026	686.67	4120	0.0752	0.9355	0.9583	0.9762	0.9246	0.9921	0.9013	0.9696
0.0258	690.0	4140	0.0715	0.9353	0.9584	0.9761	0.9250	0.9919	0.9011	0.9695
0.0258	693.33	4160	0.0794	0.9363	0.9584	0.9765	0.9243	0.9926	0.9025	0.9700
0.1233	696.67	4180	0.0707	0.9358	0.9586	0.9763	0.9251	0.9921	0.9019	0.9698
0.0116	700.0	4200	0.0984	0.9335	0.9580	0.9754	0.9251	0.9908	0.8984	0.9686
0.013	703.33	4220	0.0754	0.9373	0.9586	0.9769	0.9239	0.9933	0.9041	0.9706
0.0024	706.67	4240	0.0810	0.9344	0.9584	0.9758	0.9255	0.9912	0.8998	0.9690
0.0315	710.0	4260	0.0745	0.9351	0.9584	0.9761	0.9252	0.9917	0.9008	0.9694
0.1223	713.33	4280	0.0743	0.9343	0.9583	0.9757	0.9252	0.9913	0.8997	0.9690
0.0315	716.67	4300	0.0954	0.9353	0.9579	0.9762	0.9234	0.9924	0.9011	0.9696
0.1263	720.0	4320	0.0793	0.9365	0.9586	0.9766	0.9246	0.9926	0.9029	0.9701
0.0155	723.33	4340	0.0923	0.9348	0.9584	0.9759	0.9252	0.9915	0.9004	0.9693
0.0256	726.67	4360	0.0794	0.9368	0.9586	0.9768	0.9243	0.9929	0.9034	0.9703
0.0316	730.0	4380	0.0853	0.9379	0.9584	0.9772	0.9229	0.9939	0.9049	0.9709
0.0155	733.33	4400	0.0688	0.9363	0.9592	0.9765	0.9264	0.9919	0.9026	0.9700
0.1215	736.67	4420	0.0720	0.9376	0.9586	0.9771	0.9239	0.9934	0.9045	0.9707
0.0105	740.0	4440	0.0838	0.9362	0.9587	0.9765	0.9251	0.9923	0.9024	0.9700
0.0326	743.33	4460	0.0901	0.9381	0.9585	0.9773	0.9230	0.9939	0.9052	0.9710
0.1212	746.67	4480	0.0755	0.9367	0.9586	0.9767	0.9245	0.9927	0.9031	0.9702
0.0313	750.0	4500	0.0770	0.9358	0.9585	0.9763	0.9248	0.9922	0.9018	0.9698
0.0311	753.33	4520	0.0747	0.9370	0.9585	0.9768	0.9239	0.9931	0.9036	0.9704
0.0255	756.67	4540	0.0728	0.9378	0.9586	0.9771	0.9236	0.9936	0.9047	0.9708
0.031	760.0	4560	0.0722	0.9354	0.9583	0.9762	0.9247	0.9920	0.9013	0.9696
0.0022	763.33	4580	0.0692	0.9348	0.9587	0.9759	0.9261	0.9912	0.9004	0.9692
0.031	766.67	4600	0.0740	0.9363	0.9584	0.9765	0.9242	0.9926	0.9025	0.9700
0.0151	770.0	4620	0.0738	0.9362	0.9585	0.9765	0.9244	0.9925	0.9024	0.9700
0.015	773.33	4640	0.0719	0.9358	0.9585	0.9763	0.9249	0.9921	0.9018	0.9697
0.0153	776.67	4660	0.0767	0.9339	0.9579	0.9756	0.9245	0.9913	0.8990	0.9688
0.1215	780.0	4680	0.0732	0.9353	0.9583	0.9761	0.9246	0.9920	0.9011	0.9695
0.0022	783.33	4700	0.0724	0.9359	0.9583	0.9764	0.9243	0.9924	0.9019	0.9698
0.0022	786.67	4720	0.0698	0.9360	0.9587	0.9764	0.9253	0.9921	0.9021	0.9698
0.0022	790.0	4740	0.0736	0.9356	0.9583	0.9763	0.9243	0.9922	0.9015	0.9697
0.0322	793.33	4760	0.0697	0.9376	0.9583	0.9771	0.9230	0.9937	0.9044	0.9707
0.0132	796.67	4780	0.0748	0.9355	0.9582	0.9762	0.9241	0.9922	0.9014	0.9696
0.0024	800.0	4800	0.0671	0.9360	0.9588	0.9764	0.9256	0.9920	0.9022	0.9698
0.0106	803.33	4820	0.0735	0.9361	0.9584	0.9765	0.9244	0.9925	0.9023	0.9699
0.015	806.67	4840	0.0673	0.9333	0.9589	0.9753	0.9280	0.9898	0.8982	0.9684
0.1232	810.0	4860	0.0811	0.9312	0.9579	0.9744	0.9267	0.9891	0.8950	0.9673
0.0262	813.33	4880	0.0716	0.9365	0.9588	0.9766	0.9252	0.9924	0.9028	0.9701
0.0254	816.67	4900	0.0743	0.9364	0.9585	0.9766	0.9242	0.9927	0.9027	0.9701
0.1216	820.0	4920	0.0689	0.9360	0.9590	0.9764	0.9261	0.9918	0.9021	0.9698
0.0105	823.33	4940	0.0798	0.9358	0.9583	0.9763	0.9244	0.9923	0.9018	0.9698
0.0251	826.67	4960	0.0713	0.9367	0.9588	0.9767	0.9249	0.9926	0.9032	0.9702
0.0021	830.0	4980	0.0701	0.9365	0.9590	0.9766	0.9257	0.9922	0.9029	0.9701
0.0021	833.33	5000	0.0723	0.9350	0.9587	0.9760	0.9261	0.9914	0.9007	0.9693
0.0148	836.67	5020	0.0720	0.9363	0.9588	0.9765	0.9255	0.9922	0.9025	0.9700
0.002	840.0	5040	0.0728	0.9361	0.9587	0.9764	0.9253	0.9922	0.9023	0.9699
0.0021	843.33	5060	0.0745	0.9360	0.9587	0.9764	0.9254	0.9921	0.9021	0.9698
0.0169	846.67	5080	0.0810	0.9365	0.9589	0.9766	0.9254	0.9923	0.9028	0.9701
0.0148	850.0	5100	0.0766	0.9353	0.9587	0.9761	0.9259	0.9916	0.9012	0.9695
0.0147	853.33	5120	0.0806	0.9368	0.9586	0.9767	0.9243	0.9928	0.9033	0.9703
0.0147	856.67	5140	0.0718	0.9366	0.9587	0.9767	0.9248	0.9926	0.9030	0.9702
0.0152	860.0	5160	0.0682	0.9353	0.9591	0.9761	0.9272	0.9911	0.9011	0.9694
0.025	863.33	5180	0.0730	0.9341	0.9586	0.9756	0.9264	0.9908	0.8993	0.9688
0.031	866.67	5200	0.0773	0.9369	0.9588	0.9768	0.9248	0.9927	0.9034	0.9703
0.0252	870.0	5220	0.0883	0.9353	0.9584	0.9761	0.9251	0.9918	0.9011	0.9695
0.01	873.33	5240	0.0708	0.9365	0.9588	0.9766	0.9252	0.9924	0.9030	0.9701
0.002	876.67	5260	0.0780	0.9372	0.9587	0.9769	0.9242	0.9931	0.9039	0.9705
0.031	880.0	5280	0.0674	0.9365	0.9590	0.9766	0.9257	0.9923	0.9029	0.9701
0.0022	883.33	5300	0.0671	0.9356	0.9589	0.9762	0.9261	0.9917	0.9016	0.9696
0.0306	886.67	5320	0.0726	0.9370	0.9586	0.9768	0.9241	0.9931	0.9037	0.9704
0.0096	890.0	5340	0.0698	0.9361	0.9588	0.9764	0.9254	0.9921	0.9023	0.9699
0.1208	893.33	5360	0.0746	0.9365	0.9585	0.9766	0.9243	0.9927	0.9029	0.9701
0.0177	896.67	5380	0.0767	0.9365	0.9585	0.9766	0.9242	0.9927	0.9028	0.9701
0.002	900.0	5400	0.0677	0.9363	0.9589	0.9765	0.9257	0.9921	0.9026	0.9700
0.0147	903.33	5420	0.0753	0.9345	0.9586	0.9758	0.9260	0.9911	0.9000	0.9691
0.1214	906.67	5440	0.0796	0.9363	0.9585	0.9765	0.9244	0.9926	0.9026	0.9700
0.1197	910.0	5460	0.0756	0.9374	0.9588	0.9770	0.9244	0.9931	0.9042	0.9706
0.0249	913.33	5480	0.0756	0.9372	0.9588	0.9769	0.9245	0.9930	0.9039	0.9705
0.0145	916.67	5500	0.0754	0.9355	0.9588	0.9762	0.9259	0.9916	0.9014	0.9695
0.1201	920.0	5520	0.0781	0.9352	0.9585	0.9761	0.9252	0.9917	0.9010	0.9694
0.0144	923.33	5540	0.0868	0.9366	0.9586	0.9767	0.9244	0.9927	0.9030	0.9702
0.0099	926.67	5560	0.0664	0.9371	0.9593	0.9768	0.9263	0.9923	0.9038	0.9704
0.0095	930.0	5580	0.0745	0.9357	0.9589	0.9763	0.9260	0.9917	0.9017	0.9697
0.0095	933.33	5600	0.0745	0.9366	0.9589	0.9766	0.9254	0.9924	0.9030	0.9701
0.1289	936.67	5620	0.0651	0.9375	0.9591	0.9770	0.9253	0.9929	0.9044	0.9706
0.0099	940.0	5640	0.0755	0.9357	0.9585	0.9763	0.9250	0.9920	0.9017	0.9697
0.01	943.33	5660	0.0678	0.9370	0.9591	0.9768	0.9258	0.9924	0.9036	0.9703
0.0247	946.67	5680	0.0787	0.9374	0.9585	0.9770	0.9236	0.9934	0.9042	0.9706
0.0248	950.0	5700	0.0740	0.9372	0.9585	0.9769	0.9238	0.9932	0.9039	0.9705
0.1199	953.33	5720	0.0720	0.9357	0.9586	0.9763	0.9252	0.9920	0.9017	0.9697
0.0148	956.67	5740	0.0715	0.9372	0.9589	0.9769	0.9250	0.9928	0.9039	0.9704
0.0254	960.0	5760	0.0821	0.9335	0.9579	0.9754	0.9248	0.9909	0.8983	0.9686
0.1213	963.33	5780	0.0709	0.9345	0.9586	0.9758	0.9263	0.9910	0.8999	0.9690
0.0152	966.67	5800	0.0716	0.9348	0.9587	0.9759	0.9261	0.9912	0.9004	0.9692
0.0248	970.0	5820	0.0929	0.9351	0.9581	0.9761	0.9240	0.9921	0.9008	0.9694
0.002	973.33	5840	0.0684	0.9359	0.9586	0.9764	0.9252	0.9921	0.9020	0.9698
0.1195	976.67	5860	0.0762	0.9331	0.9584	0.9752	0.9266	0.9902	0.8979	0.9683
0.002	980.0	5880	0.0798	0.9346	0.9582	0.9758	0.9248	0.9915	0.9000	0.9691
0.0302	983.33	5900	0.0840	0.9359	0.9584	0.9764	0.9245	0.9923	0.9020	0.9698
0.1191	986.67	5920	0.0724	0.9340	0.9587	0.9756	0.9270	0.9905	0.8992	0.9688
0.0142	990.0	5940	0.0791	0.9342	0.9583	0.9757	0.9254	0.9912	0.8995	0.9689
0.03	993.33	5960	0.0772	0.9358	0.9584	0.9763	0.9245	0.9923	0.9018	0.9698
0.0019	996.67	5980	0.0695	0.9358	0.9584	0.9764	0.9246	0.9922	0.9019	0.9698
0.0301	1000.0	6000	0.0783	0.9355	0.9585	0.9762	0.9252	0.9919	0.9014	0.9696
0.0246	1003.33	6020	0.0844	0.9356	0.9583	0.9763	0.9243	0.9922	0.9015	0.9697
0.0147	1006.67	6040	0.0726	0.9367	0.9588	0.9767	0.9249	0.9926	0.9032	0.9702
0.0021	1010.0	6060	0.0746	0.9347	0.9585	0.9759	0.9258	0.9912	0.9002	0.9691
0.1189	1013.33	6080	0.0745	0.9364	0.9588	0.9766	0.9254	0.9923	0.9028	0.9701
0.0301	1016.67	6100	0.0884	0.9364	0.9583	0.9766	0.9239	0.9928	0.9028	0.9701
0.0163	1020.0	6120	0.0731	0.9356	0.9586	0.9762	0.9254	0.9918	0.9015	0.9696
0.0141	1023.33	6140	0.0747	0.9346	0.9586	0.9758	0.9262	0.9911	0.9001	0.9691
0.0019	1026.67	6160	0.0662	0.9352	0.9594	0.9761	0.9279	0.9909	0.9011	0.9694
0.1197	1030.0	6180	0.0789	0.9352	0.9584	0.9761	0.9250	0.9918	0.9009	0.9694
0.1191	1033.33	6200	0.0681	0.9369	0.9591	0.9767	0.9258	0.9924	0.9034	0.9703
0.0093	1036.67	6220	0.0679	0.9360	0.9591	0.9764	0.9263	0.9918	0.9022	0.9698
0.1189	1040.0	6240	0.0753	0.9354	0.9586	0.9762	0.9254	0.9918	0.9013	0.9696
0.0092	1043.33	6260	0.0718	0.9354	0.9589	0.9762	0.9263	0.9915	0.9013	0.9695
0.1185	1046.67	6280	0.0757	0.9364	0.9588	0.9766	0.9253	0.9923	0.9027	0.9700
0.0315	1050.0	6300	0.0793	0.9358	0.9585	0.9763	0.9249	0.9921	0.9019	0.9698
0.0307	1053.33	6320	0.0770	0.9363	0.9584	0.9766	0.9241	0.9927	0.9026	0.9700
0.0247	1056.67	6340	0.0755	0.9348	0.9586	0.9759	0.9259	0.9913	0.9005	0.9692
0.0092	1060.0	6360	0.0788	0.9360	0.9586	0.9764	0.9251	0.9922	0.9022	0.9699
0.0093	1063.33	6380	0.0696	0.9358	0.9591	0.9763	0.9267	0.9915	0.9018	0.9697
0.0298	1066.67	6400	0.0707	0.9359	0.9586	0.9764	0.9251	0.9922	0.9021	0.9698
0.0018	1070.0	6420	0.0725	0.9343	0.9586	0.9757	0.9265	0.9908	0.8996	0.9689
0.1184	1073.33	6440	0.0669	0.9355	0.9594	0.9762	0.9277	0.9911	0.9015	0.9695
0.014	1076.67	6460	0.0857	0.9358	0.9584	0.9763	0.9244	0.9923	0.9019	0.9698
0.0138	1080.0	6480	0.0764	0.9347	0.9583	0.9759	0.9251	0.9915	0.9003	0.9692
0.0256	1083.33	6500	0.0807	0.9365	0.9582	0.9766	0.9234	0.9930	0.9028	0.9701
0.0136	1086.67	6520	0.0800	0.9359	0.9584	0.9764	0.9244	0.9924	0.9020	0.9698
0.0018	1090.0	6540	0.0701	0.9358	0.9589	0.9763	0.9262	0.9917	0.9019	0.9697
0.031	1093.33	6560	0.0699	0.9373	0.9588	0.9769	0.9245	0.9931	0.9041	0.9705
0.0243	1096.67	6580	0.0709	0.9368	0.9586	0.9768	0.9242	0.9929	0.9034	0.9703
0.0138	1100.0	6600	0.0735	0.9372	0.9587	0.9769	0.9244	0.9930	0.9039	0.9705
0.0096	1103.33	6620	0.0872	0.9358	0.9587	0.9763	0.9255	0.9919	0.9018	0.9697
0.0138	1106.67	6640	0.0762	0.9352	0.9585	0.9761	0.9255	0.9916	0.9009	0.9694
0.0308	1110.0	6660	0.0740	0.9373	0.9587	0.9769	0.9244	0.9931	0.9041	0.9705
0.0243	1113.33	6680	0.0817	0.9375	0.9585	0.9770	0.9235	0.9935	0.9043	0.9706
0.0296	1116.67	6700	0.0703	0.9370	0.9587	0.9768	0.9244	0.9929	0.9036	0.9704
0.0092	1120.0	6720	0.0744	0.9364	0.9590	0.9766	0.9259	0.9921	0.9028	0.9700
0.0091	1123.33	6740	0.0707	0.9351	0.9589	0.9760	0.9266	0.9912	0.9009	0.9694
0.0108	1126.67	6760	0.0740	0.9366	0.9589	0.9766	0.9253	0.9924	0.9031	0.9702
0.0018	1130.0	6780	0.0685	0.9345	0.9590	0.9758	0.9274	0.9906	0.9000	0.9690
0.0018	1133.33	6800	0.0701	0.9349	0.9592	0.9759	0.9276	0.9908	0.9006	0.9692
0.0017	1136.67	6820	0.0781	0.9360	0.9589	0.9764	0.9258	0.9920	0.9022	0.9698
0.0242	1140.0	6840	0.0773	0.9366	0.9586	0.9767	0.9244	0.9927	0.9031	0.9702
0.0263	1143.33	6860	0.0915	0.9375	0.9581	0.9770	0.9223	0.9939	0.9043	0.9707
0.0305	1146.67	6880	0.0737	0.9368	0.9588	0.9767	0.9249	0.9927	0.9033	0.9703
0.0017	1150.0	6900	0.0687	0.9369	0.9591	0.9768	0.9258	0.9925	0.9036	0.9703
0.0243	1153.33	6920	0.0791	0.9355	0.9586	0.9762	0.9253	0.9919	0.9014	0.9696
0.0253	1156.67	6940	0.0811	0.9359	0.9587	0.9764	0.9254	0.9921	0.9021	0.9698
0.1184	1160.0	6960	0.0724	0.9369	0.9591	0.9767	0.9258	0.9924	0.9035	0.9703
0.035	1163.33	6980	0.0781	0.9383	0.9590	0.9773	0.9244	0.9936	0.9055	0.9710
0.0296	1166.67	7000	0.0875	0.9366	0.9584	0.9767	0.9239	0.9929	0.9030	0.9702
0.0135	1170.0	7020	0.0847	0.9361	0.9586	0.9765	0.9250	0.9923	0.9023	0.9699
0.1182	1173.33	7040	0.0681	0.9375	0.9591	0.9770	0.9254	0.9929	0.9044	0.9706
0.0017	1176.67	7060	0.0674	0.9366	0.9594	0.9766	0.9269	0.9919	0.9032	0.9701
0.0089	1180.0	7080	0.0767	0.9364	0.9587	0.9766	0.9250	0.9924	0.9027	0.9701
0.0017	1183.33	7100	0.0720	0.9372	0.9590	0.9769	0.9252	0.9928	0.9039	0.9704
0.0294	1186.67	7120	0.0827	0.9371	0.9587	0.9769	0.9243	0.9930	0.9038	0.9704
0.0293	1190.0	7140	0.0723	0.9368	0.9590	0.9767	0.9257	0.9924	0.9033	0.9702
0.0018	1193.33	7160	0.0713	0.9361	0.9589	0.9764	0.9259	0.9920	0.9023	0.9699
0.0089	1196.67	7180	0.0852	0.9364	0.9586	0.9766	0.9248	0.9925	0.9028	0.9701
0.0017	1200.0	7200	0.0730	0.9371	0.9592	0.9768	0.9258	0.9925	0.9038	0.9704
0.0088	1203.33	7220	0.0662	0.9370	0.9596	0.9768	0.9271	0.9920	0.9037	0.9703
0.0088	1206.67	7240	0.0768	0.9358	0.9589	0.9763	0.9260	0.9918	0.9019	0.9697
0.0294	1210.0	7260	0.0731	0.9371	0.9589	0.9768	0.9250	0.9928	0.9038	0.9704
0.0017	1213.33	7280	0.0647	0.9372	0.9596	0.9769	0.9271	0.9922	0.9040	0.9704
0.009	1216.67	7300	0.0737	0.9371	0.9594	0.9768	0.9265	0.9923	0.9038	0.9703
0.0136	1220.0	7320	0.0722	0.9361	0.9590	0.9764	0.9263	0.9918	0.9023	0.9698
0.0019	1223.33	7340	0.0684	0.9373	0.9591	0.9769	0.9255	0.9927	0.9041	0.9705
0.0133	1226.67	7360	0.0911	0.9369	0.9589	0.9768	0.9252	0.9926	0.9035	0.9703
0.0018	1230.0	7380	0.0656	0.9369	0.9591	0.9767	0.9257	0.9924	0.9034	0.9703
0.0137	1233.33	7400	0.0677	0.9371	0.9597	0.9768	0.9274	0.9920	0.9038	0.9703
0.0309	1236.67	7420	0.0830	0.9370	0.9587	0.9768	0.9245	0.9929	0.9036	0.9704
0.025	1240.0	7440	0.0694	0.9375	0.9593	0.9770	0.9259	0.9927	0.9045	0.9706
0.0238	1243.33	7460	0.0720	0.9371	0.9593	0.9768	0.9261	0.9924	0.9038	0.9704
0.0087	1246.67	7480	0.0650	0.9374	0.9595	0.9769	0.9266	0.9924	0.9042	0.9705
0.0089	1250.0	7500	0.0750	0.9379	0.9589	0.9772	0.9245	0.9934	0.9049	0.9708
0.0131	1253.33	7520	0.0745	0.9365	0.9592	0.9766	0.9262	0.9921	0.9030	0.9701
0.0296	1256.67	7540	0.0782	0.9361	0.9587	0.9765	0.9253	0.9922	0.9024	0.9699
0.0017	1260.0	7560	0.0727	0.9369	0.9590	0.9768	0.9255	0.9925	0.9035	0.9703
0.0087	1263.33	7580	0.0738	0.9373	0.9592	0.9769	0.9256	0.9927	0.9040	0.9705
0.0016	1266.67	7600	0.0702	0.9372	0.9591	0.9769	0.9256	0.9927	0.9040	0.9705
0.1242	1270.0	7620	0.0651	0.9370	0.9597	0.9768	0.9276	0.9919	0.9038	0.9703
0.024	1273.33	7640	0.0681	0.9373	0.9598	0.9769	0.9274	0.9921	0.9041	0.9704
0.1179	1276.67	7660	0.0611	0.9372	0.9605	0.9768	0.9297	0.9913	0.9041	0.9703
0.0017	1280.0	7680	0.0737	0.9365	0.9588	0.9766	0.9253	0.9924	0.9030	0.9701
0.0239	1283.33	7700	0.0709	0.9367	0.9592	0.9767	0.9262	0.9922	0.9033	0.9702
0.0089	1286.67	7720	0.0734	0.9386	0.9585	0.9775	0.9227	0.9943	0.9060	0.9712
0.1184	1290.0	7740	0.0740	0.9373	0.9588	0.9769	0.9246	0.9930	0.9040	0.9705
0.0087	1293.33	7760	0.0721	0.9356	0.9592	0.9762	0.9271	0.9913	0.9016	0.9696
0.0017	1296.67	7780	0.0747	0.9366	0.9589	0.9767	0.9254	0.9924	0.9031	0.9702
0.0086	1300.0	7800	0.0738	0.9370	0.9591	0.9768	0.9257	0.9925	0.9037	0.9703
0.0237	1303.33	7820	0.0824	0.9367	0.9588	0.9767	0.9251	0.9925	0.9031	0.9702
0.0293	1306.67	7840	0.0725	0.9380	0.9593	0.9772	0.9254	0.9931	0.9052	0.9709
0.0019	1310.0	7860	0.0696	0.9385	0.9591	0.9774	0.9244	0.9937	0.9059	0.9712
0.1205	1313.33	7880	0.0633	0.9371	0.9596	0.9768	0.9272	0.9920	0.9038	0.9703
0.0239	1316.67	7900	0.0798	0.9379	0.9588	0.9772	0.9242	0.9935	0.9050	0.9708
0.0091	1320.0	7920	0.0695	0.9370	0.9595	0.9768	0.9268	0.9921	0.9037	0.9703
0.0087	1323.33	7940	0.0676	0.9374	0.9593	0.9769	0.9261	0.9926	0.9042	0.9705
0.0086	1326.67	7960	0.0775	0.9373	0.9589	0.9769	0.9250	0.9929	0.9040	0.9705
0.1182	1330.0	7980	0.0665	0.9371	0.9598	0.9768	0.9276	0.9919	0.9038	0.9703
0.1184	1333.33	8000	0.0726	0.9381	0.9591	0.9773	0.9247	0.9934	0.9053	0.9709
0.029	1336.67	8020	0.0818	0.9385	0.9588	0.9774	0.9236	0.9940	0.9059	0.9712
0.0237	1340.0	8040	0.0773	0.9362	0.9589	0.9765	0.9258	0.9920	0.9024	0.9699
0.0016	1343.33	8060	0.0662	0.9368	0.9598	0.9767	0.9280	0.9916	0.9034	0.9702
0.0016	1346.67	8080	0.0690	0.9373	0.9595	0.9769	0.9265	0.9924	0.9042	0.9705
0.0128	1350.0	8100	0.0797	0.9362	0.9589	0.9765	0.9257	0.9921	0.9025	0.9700
0.0239	1353.33	8120	0.0759	0.9374	0.9592	0.9769	0.9256	0.9927	0.9042	0.9705
0.0294	1356.67	8140	0.0722	0.9359	0.9593	0.9763	0.9271	0.9915	0.9020	0.9697
0.1299	1360.0	8160	0.0715	0.9371	0.9594	0.9768	0.9264	0.9924	0.9039	0.9704
0.0289	1363.33	8180	0.0711	0.9377	0.9591	0.9771	0.9252	0.9930	0.9046	0.9707
0.0108	1366.67	8200	0.0717	0.9376	0.9590	0.9770	0.9249	0.9931	0.9045	0.9707
0.0128	1370.0	8220	0.0730	0.9370	0.9592	0.9768	0.9260	0.9924	0.9037	0.9704
0.0128	1373.33	8240	0.0735	0.9363	0.9594	0.9765	0.9271	0.9917	0.9026	0.9699
0.0129	1376.67	8260	0.0699	0.9368	0.9596	0.9767	0.9273	0.9919	0.9035	0.9702
0.0087	1380.0	8280	0.0793	0.9367	0.9588	0.9767	0.9252	0.9925	0.9031	0.9702
0.0349	1383.33	8300	0.0810	0.9379	0.9588	0.9772	0.9241	0.9935	0.9049	0.9708
0.0127	1386.67	8320	0.0777	0.9373	0.9590	0.9769	0.9253	0.9928	0.9041	0.9705
0.0086	1390.0	8340	0.0737	0.9369	0.9590	0.9767	0.9256	0.9925	0.9035	0.9703
0.0109	1393.33	8360	0.0809	0.9377	0.9588	0.9771	0.9242	0.9934	0.9047	0.9708
0.0296	1396.67	8380	0.0745	0.9378	0.9585	0.9772	0.9232	0.9937	0.9048	0.9708
0.0016	1400.0	8400	0.0763	0.9366	0.9590	0.9766	0.9256	0.9923	0.9031	0.9701
0.0016	1403.33	8420	0.0722	0.9377	0.9594	0.9771	0.9260	0.9928	0.9047	0.9707
0.0128	1406.67	8440	0.0791	0.9373	0.9586	0.9770	0.9240	0.9932	0.9041	0.9706
0.0016	1410.0	8460	0.0685	0.9377	0.9593	0.9771	0.9258	0.9929	0.9048	0.9707
0.0086	1413.33	8480	0.0746	0.9387	0.9593	0.9775	0.9249	0.9937	0.9062	0.9712
0.0127	1416.67	8500	0.0859	0.9374	0.9589	0.9770	0.9248	0.9930	0.9043	0.9706
0.0238	1420.0	8520	0.0729	0.9377	0.9593	0.9771	0.9257	0.9928	0.9046	0.9707
0.0289	1423.33	8540	0.0752	0.9384	0.9591	0.9774	0.9247	0.9936	0.9057	0.9711
0.0236	1426.67	8560	0.0722	0.9371	0.9594	0.9768	0.9264	0.9923	0.9039	0.9704
0.0084	1430.0	8580	0.0708	0.9368	0.9594	0.9767	0.9268	0.9920	0.9035	0.9702
0.0126	1433.33	8600	0.0822	0.9380	0.9589	0.9772	0.9244	0.9935	0.9051	0.9709
0.0016	1436.67	8620	0.0661	0.9374	0.9599	0.9769	0.9278	0.9920	0.9044	0.9705
0.0126	1440.0	8640	0.0723	0.9373	0.9593	0.9769	0.9259	0.9926	0.9042	0.9705
0.1178	1443.33	8660	0.0646	0.9393	0.9600	0.9777	0.9266	0.9934	0.9071	0.9715
0.0287	1446.67	8680	0.0767	0.9383	0.9590	0.9773	0.9244	0.9936	0.9056	0.9710
0.0136	1450.0	8700	0.0721	0.9381	0.9591	0.9773	0.9248	0.9934	0.9053	0.9709
0.0234	1453.33	8720	0.0805	0.9377	0.9588	0.9771	0.9242	0.9934	0.9047	0.9707
0.0289	1456.67	8740	0.0667	0.9381	0.9594	0.9772	0.9258	0.9931	0.9054	0.9709
0.117	1460.0	8760	0.0719	0.9376	0.9594	0.9770	0.9260	0.9927	0.9045	0.9706
0.0286	1463.33	8780	0.0790	0.9385	0.9588	0.9774	0.9237	0.9940	0.9059	0.9712
0.0247	1466.67	8800	0.0729	0.9377	0.9593	0.9771	0.9257	0.9929	0.9047	0.9707
0.1171	1470.0	8820	0.0678	0.9376	0.9596	0.9770	0.9267	0.9925	0.9046	0.9706
0.0287	1473.33	8840	0.0693	0.9367	0.9593	0.9766	0.9266	0.9920	0.9032	0.9701
0.0238	1476.67	8860	0.0686	0.9368	0.9597	0.9767	0.9277	0.9917	0.9034	0.9702
0.0084	1480.0	8880	0.0754	0.9374	0.9592	0.9769	0.9256	0.9927	0.9042	0.9705
0.0015	1483.33	8900	0.0641	0.9372	0.9604	0.9768	0.9293	0.9914	0.9040	0.9703
0.0135	1486.67	8920	0.0732	0.9370	0.9594	0.9768	0.9267	0.9922	0.9037	0.9703
0.0234	1490.0	8940	0.0735	0.9378	0.9594	0.9771	0.9261	0.9928	0.9049	0.9708
0.0234	1493.33	8960	0.0764	0.9380	0.9596	0.9772	0.9265	0.9927	0.9051	0.9708
0.0016	1496.67	8980	0.0684	0.9376	0.9597	0.9770	0.9271	0.9923	0.9045	0.9706
0.1167	1500.0	9000	0.0688	0.9379	0.9596	0.9771	0.9266	0.9927	0.9050	0.9708
0.0232	1503.33	9020	0.0777	0.9381	0.9593	0.9772	0.9254	0.9932	0.9053	0.9709
0.1176	1506.67	9040	0.0665	0.9374	0.9603	0.9769	0.9289	0.9917	0.9044	0.9704
0.0286	1510.0	9060	0.0777	0.9374	0.9591	0.9770	0.9254	0.9928	0.9043	0.9706
0.0128	1513.33	9080	0.0824	0.9376	0.9588	0.9771	0.9243	0.9933	0.9045	0.9707
0.0016	1516.67	9100	0.0700	0.9370	0.9598	0.9768	0.9278	0.9918	0.9037	0.9703
0.0232	1520.0	9120	0.0791	0.9377	0.9593	0.9771	0.9257	0.9928	0.9047	0.9707
0.1192	1523.33	9140	0.0650	0.9386	0.9604	0.9774	0.9282	0.9925	0.9062	0.9711
0.0016	1526.67	9160	0.0683	0.9394	0.9596	0.9777	0.9255	0.9938	0.9072	0.9716
0.0251	1530.0	9180	0.0619	0.9376	0.9599	0.9770	0.9277	0.9922	0.9047	0.9706
0.0017	1533.33	9200	0.0529	0.9455	0.9689	0.9798	0.9483	0.9895	0.9170	0.9740
0.0312	1536.67	9220	0.0746	0.9351	0.9583	0.9761	0.9248	0.9918	0.9008	0.9694
0.029	1540.0	9240	0.0729	0.9374	0.9591	0.9770	0.9255	0.9928	0.9042	0.9705
0.0238	1543.33	9260	0.0821	0.9372	0.9587	0.9769	0.9244	0.9930	0.9039	0.9705
0.0233	1546.67	9280	0.0675	0.9372	0.9595	0.9768	0.9268	0.9922	0.9040	0.9704
0.0016	1550.0	9300	0.0679	0.9379	0.9594	0.9772	0.9258	0.9930	0.9050	0.9708
0.0082	1553.33	9320	0.0742	0.9375	0.9592	0.9770	0.9255	0.9928	0.9044	0.9706
0.0116	1556.67	9340	0.0679	0.9371	0.9597	0.9768	0.9273	0.9921	0.9039	0.9704
0.0163	1560.0	9360	0.0653	0.9381	0.9597	0.9772	0.9266	0.9928	0.9053	0.9709
0.0015	1563.33	9380	0.0666	0.9378	0.9594	0.9771	0.9259	0.9929	0.9049	0.9708
0.1187	1566.67	9400	0.0668	0.9381	0.9597	0.9772	0.9266	0.9928	0.9053	0.9709
0.0126	1570.0	9420	0.0750	0.9376	0.9593	0.9770	0.9258	0.9928	0.9045	0.9706
0.0017	1573.33	9440	0.0698	0.9378	0.9598	0.9771	0.9271	0.9925	0.9049	0.9707
0.0082	1576.67	9460	0.0862	0.9377	0.9588	0.9771	0.9241	0.9934	0.9047	0.9708
0.0285	1580.0	9480	0.0760	0.9383	0.9592	0.9773	0.9250	0.9934	0.9056	0.9710
0.0234	1583.33	9500	0.0781	0.9379	0.9591	0.9772	0.9250	0.9932	0.9050	0.9708
0.0082	1586.67	9520	0.0732	0.9387	0.9593	0.9775	0.9248	0.9937	0.9062	0.9713
0.0234	1590.0	9540	0.0695	0.9378	0.9598	0.9771	0.9273	0.9924	0.9049	0.9707
0.0232	1593.33	9560	0.0712	0.9374	0.9598	0.9769	0.9275	0.9921	0.9042	0.9705
0.1178	1596.67	9580	0.0705	0.9378	0.9594	0.9771	0.9258	0.9929	0.9049	0.9707
0.0231	1600.0	9600	0.0712	0.9377	0.9597	0.9770	0.9269	0.9925	0.9047	0.9707
0.0125	1603.33	9620	0.0696	0.9374	0.9599	0.9769	0.9276	0.9921	0.9043	0.9705
0.0283	1606.67	9640	0.0731	0.9382	0.9594	0.9773	0.9257	0.9931	0.9054	0.9709
0.0083	1610.0	9660	0.0686	0.9379	0.9599	0.9771	0.9274	0.9924	0.9050	0.9707
0.0083	1613.33	9680	0.0660	0.9377	0.9601	0.9770	0.9282	0.9920	0.9048	0.9706
0.0081	1616.67	9700	0.0737	0.9383	0.9593	0.9773	0.9253	0.9933	0.9056	0.9710
0.0123	1620.0	9720	0.0627	0.9382	0.9606	0.9772	0.9293	0.9919	0.9055	0.9708
0.0285	1623.33	9740	0.0708	0.9382	0.9590	0.9773	0.9244	0.9936	0.9054	0.9710
0.0182	1626.67	9760	0.0700	0.9383	0.9598	0.9773	0.9267	0.9928	0.9057	0.9710
0.0104	1630.0	9780	0.0782	0.9375	0.9592	0.9770	0.9254	0.9929	0.9045	0.9706
0.1166	1633.33	9800	0.0622	0.9389	0.9603	0.9775	0.9278	0.9928	0.9065	0.9712
0.1165	1636.67	9820	0.0646	0.9372	0.9602	0.9768	0.9289	0.9915	0.9040	0.9703
0.0284	1640.0	9840	0.0744	0.9377	0.9594	0.9771	0.9259	0.9928	0.9047	0.9707
0.002	1643.33	9860	0.0681	0.9366	0.9599	0.9766	0.9283	0.9914	0.9032	0.9701
0.0229	1646.67	9880	0.0705	0.9381	0.9597	0.9772	0.9266	0.9928	0.9053	0.9709
0.0081	1650.0	9900	0.0729	0.9383	0.9595	0.9773	0.9259	0.9931	0.9056	0.9710
0.1155	1653.33	9920	0.0614	0.9386	0.9609	0.9774	0.9297	0.9920	0.9062	0.9711
0.012	1656.67	9940	0.0686	0.9376	0.9599	0.9770	0.9277	0.9922	0.9047	0.9706
0.0015	1660.0	9960	0.0717	0.9377	0.9596	0.9771	0.9268	0.9925	0.9047	0.9707
0.1171	1663.33	9980	0.0645	0.9386	0.9604	0.9774	0.9284	0.9924	0.9061	0.9711
0.0085	1666.67	10000	0.0788	0.9348	0.9590	0.9759	0.9272	0.9909	0.9004	0.9692
0.03	1670.0	10020	0.0763	0.9383	0.9594	0.9773	0.9256	0.9932	0.9056	0.9710
0.0121	1673.33	10040	0.0725	0.9387	0.9596	0.9775	0.9259	0.9934	0.9063	0.9712
0.0121	1676.67	10060	0.0653	0.9383	0.9601	0.9773	0.9276	0.9925	0.9057	0.9709
0.008	1680.0	10080	0.0793	0.9378	0.9592	0.9771	0.9254	0.9930	0.9049	0.9708
0.0015	1683.33	10100	0.0653	0.9386	0.9602	0.9774	0.9278	0.9927	0.9062	0.9711
0.0015	1686.67	10120	0.0634	0.9380	0.9607	0.9771	0.9296	0.9917	0.9053	0.9707
0.0087	1690.0	10140	0.0640	0.9401	0.9610	0.9780	0.9291	0.9930	0.9084	0.9718
0.0017	1693.33	10160	0.0614	0.9385	0.9595	0.9774	0.9257	0.9933	0.9058	0.9711
0.023	1696.67	10180	0.0724	0.9362	0.9596	0.9764	0.9278	0.9914	0.9025	0.9699
0.1198	1700.0	10200	0.0716	0.9384	0.9595	0.9774	0.9258	0.9932	0.9058	0.9711
0.0015	1703.33	10220	0.0664	0.9384	0.9601	0.9773	0.9277	0.9926	0.9058	0.9710
0.008	1706.67	10240	0.0643	0.9376	0.9599	0.9770	0.9276	0.9922	0.9046	0.9706
0.0095	1710.0	10260	0.0660	0.9386	0.9602	0.9774	0.9278	0.9926	0.9061	0.9711
0.0123	1713.33	10280	0.0619	0.9388	0.9604	0.9775	0.9280	0.9927	0.9065	0.9712
0.0248	1716.67	10300	0.0704	0.9376	0.9594	0.9770	0.9262	0.9927	0.9046	0.9707
0.023	1720.0	10320	0.0697	0.9389	0.9598	0.9775	0.9263	0.9933	0.9065	0.9713
0.0285	1723.33	10340	0.0745	0.9389	0.9592	0.9776	0.9246	0.9938	0.9065	0.9713
0.0081	1726.67	10360	0.0760	0.9379	0.9595	0.9772	0.9261	0.9928	0.9050	0.9708
0.0228	1730.0	10380	0.0666	0.9385	0.9599	0.9774	0.9269	0.9929	0.9060	0.9711
0.0015	1733.33	10400	0.0693	0.9387	0.9596	0.9775	0.9260	0.9933	0.9062	0.9712
0.028	1736.67	10420	0.0742	0.9380	0.9597	0.9772	0.9266	0.9927	0.9052	0.9708
0.012	1740.0	10440	0.0681	0.9379	0.9599	0.9771	0.9275	0.9924	0.9050	0.9707
0.1159	1743.33	10460	0.0688	0.9390	0.9597	0.9776	0.9260	0.9934	0.9066	0.9713
0.0149	1746.67	10480	0.0674	0.9383	0.9599	0.9773	0.9271	0.9927	0.9057	0.9710
0.0084	1750.0	10500	0.0671	0.9385	0.9597	0.9774	0.9262	0.9931	0.9059	0.9711
0.1153	1753.33	10520	0.0691	0.9391	0.9595	0.9776	0.9252	0.9937	0.9068	0.9714
0.023	1756.67	10540	0.0780	0.9381	0.9595	0.9772	0.9261	0.9929	0.9053	0.9709
0.0285	1760.0	10560	0.0738	0.9380	0.9595	0.9772	0.9262	0.9929	0.9052	0.9709
0.0015	1763.33	10580	0.0688	0.9383	0.9595	0.9773	0.9258	0.9932	0.9056	0.9710
0.0016	1766.67	10600	0.0679	0.9384	0.9599	0.9773	0.9269	0.9928	0.9058	0.9710
0.1155	1770.0	10620	0.0673	0.9390	0.9597	0.9776	0.9260	0.9934	0.9066	0.9713
0.1172	1773.33	10640	0.0621	0.9396	0.9601	0.9778	0.9267	0.9935	0.9075	0.9716
0.0082	1776.67	10660	0.0661	0.9394	0.9598	0.9778	0.9259	0.9937	0.9073	0.9716
0.0015	1780.0	10680	0.0613	0.9391	0.9605	0.9776	0.9283	0.9927	0.9068	0.9713
0.0122	1783.33	10700	0.0666	0.9390	0.9597	0.9776	0.9261	0.9934	0.9066	0.9713
0.0119	1786.67	10720	0.0672	0.9383	0.9601	0.9773	0.9277	0.9925	0.9057	0.9709
0.0227	1790.0	10740	0.0741	0.9390	0.9596	0.9776	0.9257	0.9936	0.9067	0.9714
0.1157	1793.33	10760	0.0653	0.9395	0.9595	0.9778	0.9250	0.9940	0.9073	0.9716
0.0015	1796.67	10780	0.0672	0.9390	0.9595	0.9776	0.9255	0.9936	0.9066	0.9713
0.0242	1800.0	10800	0.0734	0.9385	0.9592	0.9774	0.9249	0.9935	0.9059	0.9711
0.0118	1803.33	10820	0.0700	0.9381	0.9597	0.9772	0.9266	0.9928	0.9054	0.9709
0.0079	1806.67	10840	0.0705	0.9389	0.9595	0.9776	0.9256	0.9935	0.9065	0.9713
0.0227	1810.0	10860	0.0671	0.9389	0.9604	0.9775	0.9281	0.9927	0.9066	0.9712
0.1151	1813.33	10880	0.0654	0.9384	0.9603	0.9773	0.9280	0.9925	0.9059	0.9710
0.1152	1816.67	10900	0.0683	0.9386	0.9596	0.9774	0.9261	0.9932	0.9060	0.9711
0.0283	1820.0	10920	0.0671	0.9383	0.9593	0.9773	0.9252	0.9934	0.9056	0.9710
0.1172	1823.33	10940	0.0585	0.9397	0.9613	0.9778	0.9302	0.9924	0.9077	0.9716
0.0119	1826.67	10960	0.0693	0.9379	0.9599	0.9771	0.9274	0.9924	0.9051	0.9708
0.0226	1830.0	10980	0.0705	0.9386	0.9597	0.9774	0.9262	0.9932	0.9060	0.9711
0.0015	1833.33	11000	0.0668	0.9387	0.9602	0.9774	0.9277	0.9927	0.9062	0.9711
0.023	1836.67	11020	0.0733	0.9391	0.9595	0.9776	0.9252	0.9938	0.9068	0.9714
0.0227	1840.0	11040	0.0701	0.9385	0.9598	0.9774	0.9265	0.9930	0.9059	0.9711
0.0226	1843.33	11060	0.0761	0.9385	0.9595	0.9774	0.9257	0.9933	0.9059	0.9711
0.0243	1846.67	11080	0.0677	0.9391	0.9602	0.9776	0.9273	0.9931	0.9068	0.9713
0.023	1850.0	11100	0.0699	0.9395	0.9597	0.9778	0.9256	0.9938	0.9073	0.9716
0.0014	1853.33	11120	0.0697	0.9387	0.9596	0.9775	0.9260	0.9933	0.9062	0.9712
0.0118	1856.67	11140	0.0681	0.9389	0.9599	0.9775	0.9265	0.9932	0.9065	0.9713
0.0079	1860.0	11160	0.0677	0.9388	0.9598	0.9775	0.9264	0.9932	0.9063	0.9712
0.0278	1863.33	11180	0.0733	0.9395	0.9592	0.9778	0.9241	0.9943	0.9073	0.9716
0.0078	1866.67	11200	0.0645	0.9397	0.9606	0.9778	0.9281	0.9931	0.9077	0.9716
0.0285	1870.0	11220	0.0637	0.9386	0.9600	0.9774	0.9271	0.9929	0.9061	0.9711
0.1191	1873.33	11240	0.0606	0.9385	0.9609	0.9773	0.9299	0.9919	0.9060	0.9710
0.0227	1876.67	11260	0.0597	0.9399	0.9609	0.9779	0.9289	0.9930	0.9081	0.9717
0.0015	1880.0	11280	0.0677	0.9391	0.9600	0.9776	0.9268	0.9932	0.9068	0.9714
0.0119	1883.33	11300	0.0696	0.9381	0.9600	0.9772	0.9274	0.9925	0.9054	0.9709
0.0279	1886.67	11320	0.0710	0.9391	0.9596	0.9776	0.9257	0.9936	0.9068	0.9714
0.1149	1890.0	11340	0.0640	0.9396	0.9605	0.9778	0.9280	0.9931	0.9076	0.9716
0.0278	1893.33	11360	0.0654	0.9393	0.9597	0.9777	0.9257	0.9937	0.9071	0.9715
0.0014	1896.67	11380	0.0678	0.9394	0.9597	0.9777	0.9257	0.9937	0.9072	0.9715
0.0229	1900.0	11400	0.0724	0.9392	0.9596	0.9777	0.9254	0.9938	0.9070	0.9715
0.0018	1903.33	11420	0.0633	0.9384	0.9612	0.9773	0.9310	0.9915	0.9059	0.9709
0.0226	1906.67	11440	0.0741	0.9392	0.9596	0.9777	0.9254	0.9937	0.9069	0.9715
0.0226	1910.0	11460	0.0709	0.9389	0.9599	0.9775	0.9266	0.9932	0.9065	0.9713
0.0243	1913.33	11480	0.0671	0.9392	0.9597	0.9777	0.9259	0.9936	0.9070	0.9715
0.0229	1916.67	11500	0.0635	0.9401	0.9602	0.9780	0.9266	0.9938	0.9084	0.9719
0.0015	1920.0	11520	0.0695	0.9392	0.9598	0.9777	0.9261	0.9935	0.9070	0.9714
0.0118	1923.33	11540	0.0713	0.9392	0.9599	0.9777	0.9263	0.9934	0.9069	0.9714
0.0231	1926.67	11560	0.0879	0.9383	0.9592	0.9773	0.9251	0.9934	0.9055	0.9710
0.0233	1930.0	11580	0.0738	0.9390	0.9595	0.9776	0.9252	0.9937	0.9067	0.9714
0.0127	1933.33	11600	0.0703	0.9394	0.9597	0.9777	0.9257	0.9937	0.9072	0.9715
0.0078	1936.67	11620	0.0746	0.9392	0.9594	0.9777	0.9250	0.9939	0.9069	0.9715
0.0278	1940.0	11640	0.0693	0.9388	0.9598	0.9775	0.9264	0.9932	0.9064	0.9713
0.0014	1943.33	11660	0.0697	0.9384	0.9597	0.9773	0.9264	0.9930	0.9057	0.9710
0.0148	1946.67	11680	0.0669	0.9396	0.9600	0.9778	0.9265	0.9936	0.9075	0.9716
0.0117	1950.0	11700	0.0768	0.9393	0.9593	0.9777	0.9245	0.9941	0.9070	0.9715
0.1156	1953.33	11720	0.0589	0.9406	0.9613	0.9782	0.9295	0.9931	0.9092	0.9721
0.1149	1956.67	11740	0.0611	0.9400	0.9606	0.9780	0.9277	0.9934	0.9083	0.9718
0.0081	1960.0	11760	0.0660	0.9397	0.9599	0.9779	0.9261	0.9938	0.9077	0.9717
0.0115	1963.33	11780	0.0662	0.9392	0.9601	0.9777	0.9269	0.9933	0.9070	0.9714
0.0077	1966.67	11800	0.0673	0.9395	0.9600	0.9778	0.9265	0.9935	0.9074	0.9716
0.0278	1970.0	11820	0.0671	0.9398	0.9599	0.9779	0.9259	0.9939	0.9079	0.9718
0.0225	1973.33	11840	0.0701	0.9395	0.9598	0.9778	0.9259	0.9937	0.9074	0.9716
0.0014	1976.67	11860	0.0602	0.9397	0.9609	0.9778	0.9290	0.9928	0.9077	0.9716
0.0014	1980.0	11880	0.0663	0.9394	0.9601	0.9777	0.9268	0.9934	0.9073	0.9715
0.0077	1983.33	11900	0.0689	0.9396	0.9601	0.9778	0.9268	0.9935	0.9075	0.9716
0.0079	1986.67	11920	0.0676	0.9387	0.9604	0.9774	0.9282	0.9926	0.9063	0.9712
0.1148	1990.0	11940	0.0661	0.9388	0.9599	0.9775	0.9266	0.9931	0.9064	0.9712
0.008	1993.33	11960	0.0693	0.9395	0.9604	0.9778	0.9275	0.9932	0.9075	0.9716
0.0278	1996.67	11980	0.0679	0.9400	0.9596	0.9780	0.9248	0.9943	0.9081	0.9719
0.0014	2000.0	12000	0.0675	0.9396	0.9601	0.9778	0.9268	0.9935	0.9075	0.9716
0.0115	2003.33	12020	0.0661	0.9395	0.9601	0.9778	0.9266	0.9935	0.9074	0.9716
0.1161	2006.67	12040	0.0570	0.9400	0.9614	0.9779	0.9302	0.9926	0.9083	0.9717
0.0278	2010.0	12060	0.0693	0.9393	0.9598	0.9777	0.9258	0.9937	0.9072	0.9715
0.0276	2013.33	12080	0.0643	0.9397	0.9605	0.9778	0.9278	0.9932	0.9077	0.9716
0.0114	2016.67	12100	0.0807	0.9391	0.9593	0.9776	0.9248	0.9939	0.9067	0.9714
0.0225	2020.0	12120	0.0693	0.9396	0.9599	0.9778	0.9259	0.9938	0.9076	0.9717
0.0278	2023.33	12140	0.0653	0.9394	0.9599	0.9777	0.9262	0.9936	0.9072	0.9715
0.0225	2026.67	12160	0.0561	0.9416	0.9624	0.9785	0.9321	0.9928	0.9107	0.9725
0.1167	2030.0	12180	0.0654	0.9395	0.9604	0.9777	0.9275	0.9932	0.9074	0.9715
0.0279	2033.33	12200	0.0597	0.9399	0.9605	0.9779	0.9277	0.9934	0.9081	0.9718
0.0078	2036.67	12220	0.0611	0.9393	0.9607	0.9777	0.9285	0.9928	0.9072	0.9714
0.0015	2040.0	12240	0.0676	0.9393	0.9601	0.9777	0.9269	0.9933	0.9071	0.9715
0.0117	2043.33	12260	0.0794	0.9390	0.9597	0.9776	0.9259	0.9935	0.9067	0.9714
0.0117	2046.67	12280	0.0758	0.9387	0.9594	0.9775	0.9251	0.9936	0.9062	0.9712
0.0117	2050.0	12300	0.0714	0.9386	0.9600	0.9774	0.9271	0.9929	0.9061	0.9711
0.0016	2053.33	12320	0.0638	0.9394	0.9603	0.9777	0.9273	0.9932	0.9072	0.9715
0.0015	2056.67	12340	0.0629	0.9391	0.9611	0.9775	0.9301	0.9921	0.9069	0.9713
0.0077	2060.0	12360	0.0648	0.9391	0.9606	0.9776	0.9285	0.9927	0.9069	0.9713
0.0015	2063.33	12380	0.0622	0.9392	0.9608	0.9776	0.9291	0.9925	0.9070	0.9714
0.0323	2066.67	12400	0.0707	0.9393	0.9597	0.9777	0.9257	0.9937	0.9071	0.9715
0.0121	2070.0	12420	0.0686	0.9391	0.9600	0.9776	0.9267	0.9933	0.9068	0.9714
0.1145	2073.33	12440	0.0650	0.9407	0.9604	0.9783	0.9268	0.9941	0.9093	0.9722
0.0223	2076.67	12460	0.0629	0.9401	0.9607	0.9780	0.9280	0.9933	0.9083	0.9718
0.0016	2080.0	12480	0.0606	0.9402	0.9610	0.9780	0.9289	0.9931	0.9086	0.9719
0.0014	2083.33	12500	0.0580	0.9401	0.9616	0.9780	0.9306	0.9925	0.9085	0.9718
0.0014	2086.67	12520	0.0597	0.9404	0.9609	0.9781	0.9284	0.9934	0.9088	0.9720
0.1217	2090.0	12540	0.0772	0.9386	0.9595	0.9774	0.9258	0.9933	0.9061	0.9712
0.1156	2093.33	12560	0.0698	0.9395	0.9596	0.9778	0.9253	0.9939	0.9073	0.9716
0.0078	2096.67	12580	0.0635	0.9401	0.9602	0.9780	0.9266	0.9938	0.9083	0.9719
0.1144	2100.0	12600	0.0641	0.9395	0.9602	0.9778	0.9271	0.9933	0.9074	0.9716
0.0223	2103.33	12620	0.0709	0.9394	0.9597	0.9778	0.9256	0.9938	0.9073	0.9716
0.0275	2106.67	12640	0.0717	0.9391	0.9599	0.9776	0.9264	0.9934	0.9069	0.9714
0.0223	2110.0	12660	0.0666	0.9397	0.9600	0.9779	0.9263	0.9937	0.9077	0.9717
0.0076	2113.33	12680	0.0716	0.9395	0.9597	0.9778	0.9257	0.9938	0.9074	0.9716
0.0114	2116.67	12700	0.0655	0.9395	0.9604	0.9778	0.9275	0.9932	0.9074	0.9715
0.0014	2120.0	12720	0.0726	0.9392	0.9597	0.9777	0.9258	0.9936	0.9070	0.9715
0.0077	2123.33	12740	0.0668	0.9398	0.9598	0.9779	0.9257	0.9939	0.9078	0.9717
0.0275	2126.67	12760	0.0719	0.9396	0.9596	0.9779	0.9250	0.9941	0.9076	0.9717
0.0014	2130.0	12780	0.0640	0.9400	0.9607	0.9780	0.9280	0.9933	0.9083	0.9718
0.0114	2133.33	12800	0.0633	0.9387	0.9605	0.9774	0.9285	0.9925	0.9063	0.9711
0.0114	2136.67	12820	0.0605	0.9398	0.9611	0.9779	0.9295	0.9927	0.9080	0.9717
0.0076	2140.0	12840	0.0651	0.9402	0.9607	0.9780	0.9279	0.9934	0.9085	0.9719
0.0113	2143.33	12860	0.0747	0.9394	0.9598	0.9777	0.9261	0.9936	0.9072	0.9715
0.0223	2146.67	12880	0.0746	0.9396	0.9596	0.9778	0.9252	0.9940	0.9076	0.9717
0.0276	2150.0	12900	0.0659	0.9397	0.9602	0.9778	0.9268	0.9935	0.9077	0.9717
0.0283	2153.33	12920	0.0748	0.9390	0.9595	0.9776	0.9254	0.9936	0.9067	0.9714
0.0274	2156.67	12940	0.0631	0.9400	0.9605	0.9779	0.9275	0.9934	0.9081	0.9718
0.0241	2160.0	12960	0.0656	0.9398	0.9603	0.9779	0.9272	0.9934	0.9079	0.9717
0.1143	2163.33	12980	0.0640	0.9403	0.9600	0.9781	0.9260	0.9941	0.9086	0.9720
0.0015	2166.67	13000	0.0585	0.9410	0.9614	0.9783	0.9294	0.9934	0.9097	0.9722
0.1149	2170.0	13020	0.0633	0.9396	0.9605	0.9778	0.9279	0.9931	0.9075	0.9716
0.1142	2173.33	13040	0.0631	0.9400	0.9605	0.9780	0.9275	0.9935	0.9082	0.9718
0.0276	2176.67	13060	0.0680	0.9400	0.9599	0.9780	0.9259	0.9940	0.9081	0.9718
0.0222	2180.0	13080	0.0621	0.9404	0.9607	0.9781	0.9278	0.9936	0.9088	0.9720
0.0014	2183.33	13100	0.0575	0.9407	0.9614	0.9782	0.9297	0.9931	0.9093	0.9721
0.1141	2186.67	13120	0.0645	0.9403	0.9603	0.9781	0.9268	0.9939	0.9086	0.9720
0.0274	2190.0	13140	0.0670	0.9399	0.9601	0.9779	0.9263	0.9938	0.9079	0.9718
0.0277	2193.33	13160	0.0688	0.9397	0.9597	0.9779	0.9254	0.9940	0.9078	0.9717
0.0078	2196.67	13180	0.0734	0.9399	0.9599	0.9779	0.9258	0.9939	0.9079	0.9718
0.0014	2200.0	13200	0.0653	0.9403	0.9604	0.9781	0.9271	0.9937	0.9086	0.9720
0.0278	2203.33	13220	0.0694	0.9399	0.9598	0.9780	0.9254	0.9941	0.9080	0.9718
0.0226	2206.67	13240	0.0636	0.9401	0.9608	0.9780	0.9285	0.9932	0.9083	0.9718
0.0014	2210.0	13260	0.0639	0.9404	0.9608	0.9781	0.9281	0.9935	0.9088	0.9720
0.0166	2213.33	13280	0.0629	0.9405	0.9608	0.9781	0.9280	0.9935	0.9089	0.9720
0.0077	2216.67	13300	0.0617	0.9396	0.9608	0.9778	0.9288	0.9929	0.9077	0.9716
0.1147	2220.0	13320	0.0673	0.9401	0.9603	0.9780	0.9269	0.9937	0.9083	0.9719
0.1145	2223.33	13340	0.0640	0.9404	0.9604	0.9781	0.9268	0.9939	0.9088	0.9720
0.0227	2226.67	13360	0.0734	0.9396	0.9595	0.9778	0.9248	0.9942	0.9075	0.9717
0.0014	2230.0	13380	0.0669	0.9392	0.9604	0.9776	0.9280	0.9929	0.9070	0.9714
0.0113	2233.33	13400	0.0673	0.9398	0.9604	0.9779	0.9275	0.9934	0.9079	0.9717
0.0075	2236.67	13420	0.0766	0.9397	0.9596	0.9779	0.9249	0.9942	0.9077	0.9718
0.0115	2240.0	13440	0.0681	0.9397	0.9601	0.9779	0.9266	0.9936	0.9078	0.9717
0.0114	2243.33	13460	0.0717	0.9399	0.9597	0.9780	0.9252	0.9942	0.9080	0.9718
0.1143	2246.67	13480	0.0580	0.9409	0.9616	0.9783	0.9302	0.9931	0.9097	0.9722
0.0112	2250.0	13500	0.0697	0.9398	0.9603	0.9779	0.9270	0.9935	0.9079	0.9717
0.0119	2253.33	13520	0.0669	0.9398	0.9603	0.9779	0.9271	0.9935	0.9080	0.9717
0.0112	2256.67	13540	0.0645	0.9406	0.9604	0.9782	0.9268	0.9940	0.9091	0.9721
0.1143	2260.0	13560	0.0645	0.9401	0.9603	0.9780	0.9270	0.9937	0.9084	0.9719
0.0221	2263.33	13580	0.0676	0.9400	0.9601	0.9780	0.9263	0.9939	0.9082	0.9719
0.0221	2266.67	13600	0.0668	0.9400	0.9606	0.9780	0.9278	0.9934	0.9082	0.9718
0.0077	2270.0	13620	0.0661	0.9403	0.9601	0.9781	0.9261	0.9941	0.9086	0.9720
0.0076	2273.33	13640	0.0639	0.9398	0.9608	0.9778	0.9286	0.9930	0.9079	0.9717
0.1141	2276.67	13660	0.0722	0.9405	0.9600	0.9782	0.9257	0.9943	0.9089	0.9721
0.0075	2280.0	13680	0.0683	0.9397	0.9603	0.9779	0.9270	0.9935	0.9078	0.9717
0.0222	2283.33	13700	0.0792	0.9403	0.9596	0.9781	0.9247	0.9945	0.9086	0.9721
0.0014	2286.67	13720	0.0616	0.9401	0.9617	0.9779	0.9311	0.9923	0.9084	0.9718
0.0014	2290.0	13740	0.0671	0.9398	0.9602	0.9779	0.9268	0.9936	0.9079	0.9717
0.0222	2293.33	13760	0.0685	0.9397	0.9607	0.9778	0.9284	0.9930	0.9078	0.9716
0.0276	2296.67	13780	0.0699	0.9402	0.9599	0.9781	0.9255	0.9942	0.9084	0.9720
0.1138	2300.0	13800	0.0660	0.9402	0.9604	0.9781	0.9270	0.9938	0.9085	0.9719
0.0223	2303.33	13820	0.0596	0.9408	0.9611	0.9783	0.9288	0.9935	0.9095	0.9722
0.0015	2306.67	13840	0.0608	0.9400	0.9607	0.9779	0.9282	0.9932	0.9081	0.9718
0.0014	2310.0	13860	0.0647	0.9401	0.9601	0.9780	0.9262	0.9939	0.9083	0.9719
0.1143	2313.33	13880	0.0615	0.9408	0.9605	0.9783	0.9269	0.9941	0.9094	0.9722
0.0076	2316.67	13900	0.0699	0.9396	0.9601	0.9778	0.9266	0.9936	0.9075	0.9716
0.0291	2320.0	13920	0.0639	0.9405	0.9601	0.9782	0.9261	0.9942	0.9088	0.9721
0.0111	2323.33	13940	0.0747	0.9397	0.9596	0.9779	0.9250	0.9941	0.9077	0.9718
0.0273	2326.67	13960	0.0678	0.9398	0.9602	0.9779	0.9267	0.9936	0.9079	0.9717
0.114	2330.0	13980	0.0659	0.9398	0.9601	0.9779	0.9266	0.9937	0.9079	0.9717
0.0272	2333.33	14000	0.0748	0.9400	0.9596	0.9780	0.9249	0.9943	0.9081	0.9719
0.0155	2336.67	14020	0.0659	0.9400	0.9601	0.9780	0.9263	0.9939	0.9082	0.9719
0.0112	2340.0	14040	0.0622	0.9400	0.9606	0.9780	0.9278	0.9934	0.9083	0.9718
0.0014	2343.33	14060	0.0452	0.9472	0.9680	0.9806	0.9443	0.9917	0.9195	0.9750
0.1638	2346.67	14080	0.0961	0.9376	0.9593	0.9770	0.9258	0.9928	0.9046	0.9707
0.1194	2350.0	14100	0.0704	0.9390	0.9596	0.9776	0.9256	0.9936	0.9066	0.9713
0.0084	2353.33	14120	0.0613	0.9410	0.9612	0.9783	0.9289	0.9935	0.9097	0.9723
0.0343	2356.67	14140	0.0730	0.9403	0.9598	0.9781	0.9253	0.9944	0.9086	0.9720
0.0223	2360.0	14160	0.0728	0.9396	0.9599	0.9778	0.9261	0.9937	0.9075	0.9716
0.0075	2363.33	14180	0.0695	0.9401	0.9602	0.9780	0.9266	0.9938	0.9083	0.9719
0.0221	2366.67	14200	0.0750	0.9398	0.9598	0.9779	0.9256	0.9940	0.9078	0.9717
0.0015	2370.0	14220	0.0717	0.9381	0.9602	0.9772	0.9280	0.9923	0.9054	0.9708
0.0017	2373.33	14240	0.0590	0.9401	0.9614	0.9780	0.9301	0.9927	0.9085	0.9718
0.0242	2376.67	14260	0.0634	0.9382	0.9604	0.9772	0.9285	0.9922	0.9055	0.9709
0.0014	2380.0	14280	0.0694	0.9392	0.9604	0.9776	0.9279	0.9929	0.9069	0.9714
0.0111	2383.33	14300	0.0734	0.9396	0.9596	0.9778	0.9252	0.9940	0.9075	0.9717
0.1139	2386.67	14320	0.0603	0.9408	0.9607	0.9783	0.9276	0.9938	0.9093	0.9722
0.0076	2390.0	14340	0.0665	0.9400	0.9605	0.9779	0.9276	0.9934	0.9082	0.9718
0.022	2393.33	14360	0.0758	0.9400	0.9597	0.9780	0.9252	0.9942	0.9081	0.9719
0.0074	2396.67	14380	0.0609	0.9400	0.9615	0.9779	0.9305	0.9925	0.9082	0.9717
0.1145	2400.0	14400	0.0643	0.9403	0.9607	0.9781	0.9279	0.9935	0.9086	0.9719
0.0015	2403.33	14420	0.0619	0.9403	0.9609	0.9781	0.9285	0.9933	0.9086	0.9719
0.0076	2406.67	14440	0.0612	0.9406	0.9611	0.9782	0.9288	0.9933	0.9092	0.9721
0.1154	2410.0	14460	0.0678	0.9394	0.9603	0.9777	0.9275	0.9932	0.9073	0.9715
0.0272	2413.33	14480	0.0730	0.9399	0.9597	0.9780	0.9252	0.9942	0.9080	0.9718
0.0014	2416.67	14500	0.0697	0.9396	0.9601	0.9778	0.9267	0.9935	0.9075	0.9716
0.0075	2420.0	14520	0.0640	0.9403	0.9608	0.9781	0.9280	0.9935	0.9087	0.9720
0.0343	2423.33	14540	0.0717	0.9405	0.9601	0.9782	0.9260	0.9942	0.9088	0.9721
0.0115	2426.67	14560	0.0716	0.9406	0.9600	0.9782	0.9256	0.9944	0.9091	0.9722
0.0111	2430.0	14580	0.0639	0.9397	0.9605	0.9779	0.9278	0.9932	0.9078	0.9717
0.0113	2433.33	14600	0.0716	0.9396	0.9602	0.9778	0.9270	0.9934	0.9076	0.9716
0.0272	2436.67	14620	0.0701	0.9400	0.9599	0.9780	0.9257	0.9941	0.9082	0.9719
0.1135	2440.0	14640	0.0658	0.9402	0.9607	0.9780	0.9279	0.9934	0.9085	0.9719
0.0013	2443.33	14660	0.0586	0.9408	0.9617	0.9782	0.9304	0.9929	0.9095	0.9721
0.0271	2446.67	14680	0.0732	0.9401	0.9597	0.9780	0.9252	0.9943	0.9083	0.9719
0.0143	2450.0	14700	0.0649	0.9403	0.9606	0.9781	0.9277	0.9936	0.9087	0.9720
0.0152	2453.33	14720	0.0640	0.9405	0.9607	0.9782	0.9278	0.9936	0.9090	0.9721
0.0271	2456.67	14740	0.0656	0.9406	0.9602	0.9782	0.9263	0.9942	0.9091	0.9721
0.011	2460.0	14760	0.0649	0.9404	0.9605	0.9781	0.9272	0.9938	0.9088	0.9720
0.0074	2463.33	14780	0.0675	0.9399	0.9605	0.9779	0.9278	0.9933	0.9080	0.9717
0.0271	2466.67	14800	0.0662	0.9399	0.9603	0.9779	0.9270	0.9936	0.9081	0.9718
0.1322	2470.0	14820	0.0658	0.9404	0.9616	0.9781	0.9305	0.9927	0.9089	0.9719
0.011	2473.33	14840	0.0702	0.9401	0.9607	0.9780	0.9281	0.9933	0.9083	0.9718
0.0334	2476.67	14860	0.0728	0.9410	0.9600	0.9784	0.9252	0.9948	0.9097	0.9724
0.1256	2480.0	14880	0.0628	0.9408	0.9612	0.9783	0.9291	0.9934	0.9095	0.9722
0.0073	2483.33	14900	0.0709	0.9400	0.9600	0.9780	0.9259	0.9940	0.9081	0.9718
0.022	2486.67	14920	0.0668	0.9398	0.9606	0.9779	0.9281	0.9932	0.9079	0.9717
0.0219	2490.0	14940	0.0650	0.9402	0.9605	0.9780	0.9275	0.9936	0.9085	0.9719
0.011	2493.33	14960	0.0712	0.9396	0.9602	0.9778	0.9269	0.9935	0.9076	0.9716
0.0219	2496.67	14980	0.0673	0.9399	0.9604	0.9779	0.9275	0.9934	0.9080	0.9718
0.1136	2500.0	15000	0.0613	0.9407	0.9610	0.9782	0.9286	0.9935	0.9093	0.9721
0.1133	2503.33	15020	0.0623	0.9407	0.9608	0.9782	0.9280	0.9937	0.9093	0.9722
0.0331	2506.67	15040	0.0640	0.9428	0.9616	0.9790	0.9287	0.9945	0.9124	0.9732
0.0272	2510.0	15060	0.0645	0.9400	0.9604	0.9780	0.9272	0.9936	0.9082	0.9718
0.0013	2513.33	15080	0.0577	0.9414	0.9616	0.9785	0.9296	0.9935	0.9104	0.9725
0.0013	2516.67	15100	0.0636	0.9404	0.9610	0.9781	0.9287	0.9933	0.9088	0.9720
0.0014	2520.0	15120	0.0637	0.9402	0.9606	0.9780	0.9278	0.9935	0.9086	0.9719
0.0013	2523.33	15140	0.0589	0.9411	0.9615	0.9784	0.9298	0.9933	0.9099	0.9723
0.1133	2526.67	15160	0.0580	0.9414	0.9617	0.9785	0.9300	0.9934	0.9103	0.9724
0.0108	2530.0	15180	0.0660	0.9406	0.9603	0.9782	0.9267	0.9940	0.9090	0.9721
0.0219	2533.33	15200	0.0662	0.9405	0.9605	0.9782	0.9271	0.9938	0.9089	0.9721
0.1207	2536.67	15220	0.0589	0.9407	0.9614	0.9782	0.9297	0.9931	0.9094	0.9721
0.0073	2540.0	15240	0.0668	0.9396	0.9602	0.9778	0.9271	0.9934	0.9076	0.9716
0.0218	2543.33	15260	0.0716	0.9404	0.9598	0.9781	0.9250	0.9945	0.9087	0.9721
0.1133	2546.67	15280	0.0575	0.9412	0.9614	0.9784	0.9293	0.9935	0.9100	0.9724
0.0219	2550.0	15300	0.0656	0.9406	0.9605	0.9782	0.9271	0.9939	0.9091	0.9721
0.0108	2553.33	15320	0.0739	0.9398	0.9598	0.9779	0.9257	0.9940	0.9079	0.9718
0.0222	2556.67	15340	0.0651	0.9407	0.9604	0.9782	0.9266	0.9941	0.9092	0.9722
0.1138	2560.0	15360	0.0644	0.9408	0.9609	0.9782	0.9282	0.9936	0.9094	0.9722
0.0014	2563.33	15380	0.0644	0.9398	0.9608	0.9779	0.9287	0.9930	0.9080	0.9717
0.0072	2566.67	15400	0.0553	0.9418	0.9624	0.9786	0.9318	0.9930	0.9111	0.9726
0.0218	2570.0	15420	0.0659	0.9405	0.9604	0.9782	0.9268	0.9939	0.9089	0.9721
0.1145	2573.33	15440	0.0610	0.9406	0.9611	0.9782	0.9289	0.9933	0.9091	0.9721
0.0072	2576.67	15460	0.0684	0.9408	0.9606	0.9783	0.9272	0.9940	0.9093	0.9722
0.0222	2580.0	15480	0.0674	0.9406	0.9604	0.9782	0.9268	0.9940	0.9091	0.9721
0.0218	2583.33	15500	0.0738	0.9402	0.9599	0.9780	0.9256	0.9942	0.9084	0.9719
0.1132	2586.67	15520	0.0662	0.9405	0.9603	0.9782	0.9265	0.9941	0.9090	0.9721
0.0271	2590.0	15540	0.0697	0.9402	0.9600	0.9781	0.9258	0.9941	0.9084	0.9720
0.0108	2593.33	15560	0.0715	0.9404	0.9599	0.9781	0.9255	0.9943	0.9087	0.9721
0.0273	2596.67	15580	0.0647	0.9407	0.9604	0.9783	0.9268	0.9941	0.9093	0.9722
0.0014	2600.0	15600	0.0701	0.9398	0.9601	0.9779	0.9266	0.9937	0.9079	0.9718
0.0305	2603.33	15620	0.0648	0.9401	0.9603	0.9780	0.9269	0.9937	0.9084	0.9719
0.0222	2606.67	15640	0.0704	0.9402	0.9600	0.9781	0.9259	0.9941	0.9085	0.9720
0.1133	2610.0	15660	0.0637	0.9409	0.9606	0.9783	0.9271	0.9940	0.9095	0.9723
0.0218	2613.33	15680	0.0713	0.9405	0.9598	0.9782	0.9252	0.9945	0.9089	0.9721
0.0073	2616.67	15700	0.0665	0.9400	0.9608	0.9779	0.9284	0.9931	0.9082	0.9718
0.0273	2620.0	15720	0.0706	0.9402	0.9606	0.9780	0.9277	0.9935	0.9084	0.9719
0.0087	2623.33	15740	0.0651	0.9402	0.9608	0.9780	0.9284	0.9933	0.9086	0.9719
0.1133	2626.67	15760	0.0695	0.9404	0.9601	0.9781	0.9261	0.9942	0.9088	0.9721
0.0218	2630.0	15780	0.0658	0.9406	0.9610	0.9782	0.9285	0.9935	0.9092	0.9721
0.1131	2633.33	15800	0.0618	0.9408	0.9612	0.9783	0.9291	0.9934	0.9095	0.9722
0.0219	2636.67	15820	0.0665	0.9405	0.9608	0.9781	0.9280	0.9935	0.9089	0.9720
0.0073	2640.0	15840	0.0699	0.9405	0.9600	0.9782	0.9258	0.9943	0.9089	0.9721
0.0219	2643.33	15860	0.0628	0.9413	0.9610	0.9785	0.9282	0.9939	0.9102	0.9724
0.0108	2646.67	15880	0.0607	0.9410	0.9614	0.9783	0.9295	0.9933	0.9098	0.9723
0.0072	2650.0	15900	0.0653	0.9405	0.9607	0.9781	0.9277	0.9936	0.9089	0.9720
0.0218	2653.33	15920	0.0702	0.9403	0.9603	0.9781	0.9267	0.9939	0.9087	0.9720
0.0013	2656.67	15940	0.0680	0.9410	0.9603	0.9784	0.9262	0.9944	0.9096	0.9723
0.113	2660.0	15960	0.0646	0.9407	0.9607	0.9782	0.9275	0.9938	0.9092	0.9722
0.0269	2663.33	15980	0.0699	0.9406	0.9601	0.9782	0.9258	0.9943	0.9090	0.9722
0.0234	2666.67	16000	0.0638	0.9405	0.9609	0.9781	0.9283	0.9934	0.9089	0.9720
0.1179	2670.0	16020	0.0754	0.9391	0.9600	0.9776	0.9268	0.9933	0.9069	0.9714
0.011	2673.33	16040	0.0740	0.9396	0.9602	0.9778	0.9269	0.9935	0.9076	0.9716
0.0013	2676.67	16060	0.0598	0.9411	0.9619	0.9783	0.9308	0.9930	0.9100	0.9723
0.0107	2680.0	16080	0.0618	0.9406	0.9608	0.9782	0.9279	0.9936	0.9091	0.9721
0.0269	2683.33	16100	0.0745	0.9404	0.9599	0.9781	0.9255	0.9943	0.9087	0.9720
0.0013	2686.67	16120	0.0717	0.9404	0.9599	0.9782	0.9253	0.9944	0.9087	0.9721
0.1179	2690.0	16140	0.0636	0.9408	0.9607	0.9783	0.9275	0.9939	0.9094	0.9722
0.0269	2693.33	16160	0.0675	0.9405	0.9604	0.9782	0.9270	0.9939	0.9089	0.9721
0.0273	2696.67	16180	0.0676	0.9409	0.9603	0.9783	0.9262	0.9944	0.9095	0.9723
0.0109	2700.0	16200	0.0631	0.9407	0.9609	0.9782	0.9283	0.9936	0.9093	0.9722
0.0013	2703.33	16220	0.0655	0.9400	0.9608	0.9779	0.9285	0.9932	0.9083	0.9718
0.0108	2706.67	16240	0.0545	0.9430	0.9632	0.9790	0.9334	0.9931	0.9128	0.9731
0.0271	2710.0	16260	0.0652	0.9405	0.9606	0.9781	0.9275	0.9937	0.9089	0.9720
0.0107	2713.33	16280	0.0642	0.9400	0.9609	0.9779	0.9287	0.9931	0.9083	0.9718
0.0219	2716.67	16300	0.0675	0.9405	0.9607	0.9781	0.9277	0.9936	0.9089	0.9720
0.0269	2720.0	16320	0.0645	0.9407	0.9606	0.9782	0.9274	0.9938	0.9092	0.9721
0.0217	2723.33	16340	0.0716	0.9403	0.9600	0.9781	0.9260	0.9941	0.9086	0.9720
0.0233	2726.67	16360	0.0699	0.9405	0.9603	0.9782	0.9265	0.9941	0.9090	0.9721
0.1134	2730.0	16380	0.0602	0.9411	0.9609	0.9784	0.9279	0.9939	0.9098	0.9723
0.0106	2733.33	16400	0.0588	0.9410	0.9619	0.9783	0.9310	0.9928	0.9098	0.9722
0.1134	2736.67	16420	0.0620	0.9408	0.9610	0.9782	0.9286	0.9935	0.9094	0.9722
0.0013	2740.0	16440	0.0626	0.9408	0.9614	0.9782	0.9297	0.9932	0.9094	0.9721
0.0073	2743.33	16460	0.0667	0.9406	0.9603	0.9782	0.9265	0.9941	0.9091	0.9722
0.0269	2746.67	16480	0.0627	0.9411	0.9610	0.9784	0.9282	0.9938	0.9098	0.9723
0.0013	2750.0	16500	0.0581	0.9416	0.9623	0.9785	0.9316	0.9929	0.9107	0.9725
0.1129	2753.33	16520	0.0590	0.9415	0.9615	0.9785	0.9295	0.9936	0.9104	0.9725
0.0269	2756.67	16540	0.0651	0.9410	0.9605	0.9784	0.9269	0.9942	0.9096	0.9723
0.0013	2760.0	16560	0.0642	0.9406	0.9608	0.9782	0.9281	0.9936	0.9092	0.9721
0.0269	2763.33	16580	0.0675	0.9408	0.9603	0.9783	0.9265	0.9942	0.9093	0.9722
0.0106	2766.67	16600	0.0589	0.9417	0.9625	0.9785	0.9323	0.9928	0.9109	0.9725
0.0109	2770.0	16620	0.0656	0.9400	0.9607	0.9780	0.9281	0.9933	0.9083	0.9718
0.027	2773.33	16640	0.0730	0.9402	0.9600	0.9780	0.9260	0.9941	0.9084	0.9719
0.0072	2776.67	16660	0.0677	0.9410	0.9605	0.9784	0.9268	0.9942	0.9097	0.9723
0.0013	2780.0	16680	0.0649	0.9406	0.9609	0.9782	0.9283	0.9935	0.9091	0.9721
0.1129	2783.33	16700	0.0611	0.9409	0.9614	0.9783	0.9295	0.9933	0.9097	0.9722
0.0269	2786.67	16720	0.0611	0.9408	0.9617	0.9782	0.9306	0.9929	0.9095	0.9721
0.0106	2790.0	16740	0.0642	0.9402	0.9611	0.9780	0.9291	0.9930	0.9086	0.9719
0.1129	2793.33	16760	0.0628	0.9410	0.9613	0.9783	0.9292	0.9934	0.9097	0.9723
0.0014	2796.67	16780	0.0626	0.9406	0.9612	0.9782	0.9291	0.9932	0.9091	0.9721
0.0014	2800.0	16800	0.0627	0.9410	0.9612	0.9783	0.9288	0.9936	0.9098	0.9723
0.0073	2803.33	16820	0.0664	0.9405	0.9603	0.9782	0.9267	0.9940	0.9089	0.9721
0.1128	2806.67	16840	0.0586	0.9412	0.9619	0.9784	0.9309	0.9930	0.9101	0.9723
0.0072	2810.0	16860	0.0635	0.9408	0.9618	0.9782	0.9307	0.9928	0.9094	0.9721
0.0073	2813.33	16880	0.0602	0.9410	0.9616	0.9783	0.9302	0.9931	0.9098	0.9723
0.0217	2816.67	16900	0.0618	0.9406	0.9614	0.9782	0.9297	0.9930	0.9091	0.9720
0.022	2820.0	16920	0.0655	0.9401	0.9604	0.9780	0.9273	0.9936	0.9083	0.9719
0.0136	2823.33	16940	0.0648	0.9404	0.9609	0.9781	0.9285	0.9933	0.9088	0.9720
0.0013	2826.67	16960	0.0663	0.9405	0.9607	0.9781	0.9278	0.9936	0.9089	0.9720
0.0234	2830.0	16980	0.0668	0.9406	0.9607	0.9782	0.9277	0.9937	0.9091	0.9721
0.0102	2833.33	17000	0.0669	0.9403	0.9608	0.9780	0.9283	0.9933	0.9086	0.9719
0.0217	2836.67	17020	0.0651	0.9409	0.9609	0.9783	0.9280	0.9937	0.9095	0.9722
0.0071	2840.0	17040	0.0643	0.9413	0.9613	0.9784	0.9290	0.9937	0.9102	0.9724
0.0269	2843.33	17060	0.0589	0.9421	0.9615	0.9788	0.9288	0.9941	0.9114	0.9728
0.0216	2846.67	17080	0.0619	0.9413	0.9615	0.9784	0.9295	0.9935	0.9102	0.9724
0.0268	2850.0	17100	0.0644	0.9409	0.9610	0.9783	0.9282	0.9937	0.9096	0.9723
0.0216	2853.33	17120	0.0656	0.9407	0.9606	0.9782	0.9273	0.9939	0.9093	0.9722
0.0015	2856.67	17140	0.0656	0.9405	0.9608	0.9781	0.9282	0.9935	0.9089	0.9720
0.0072	2860.0	17160	0.0641	0.9408	0.9608	0.9783	0.9278	0.9938	0.9094	0.9722
0.0071	2863.33	17180	0.0624	0.9406	0.9614	0.9782	0.9298	0.9930	0.9091	0.9720
0.027	2866.67	17200	0.0608	0.9415	0.9617	0.9785	0.9300	0.9934	0.9104	0.9725
0.0272	2870.0	17220	0.0654	0.9407	0.9608	0.9782	0.9279	0.9937	0.9093	0.9722
0.1139	2873.33	17240	0.0590	0.9412	0.9618	0.9784	0.9306	0.9931	0.9101	0.9723
0.0268	2876.67	17260	0.0666	0.9409	0.9603	0.9783	0.9264	0.9943	0.9095	0.9723
0.1126	2880.0	17280	0.0635	0.9407	0.9609	0.9782	0.9281	0.9936	0.9093	0.9721
0.0218	2883.33	17300	0.0603	0.9412	0.9614	0.9784	0.9294	0.9935	0.9100	0.9724
0.0071	2886.67	17320	0.0623	0.9403	0.9613	0.9780	0.9297	0.9929	0.9087	0.9719
0.0013	2890.0	17340	0.0590	0.9417	0.9616	0.9786	0.9294	0.9937	0.9108	0.9726
0.0269	2893.33	17360	0.0637	0.9413	0.9607	0.9785	0.9271	0.9943	0.9101	0.9725
0.113	2896.67	17380	0.0668	0.9411	0.9602	0.9784	0.9259	0.9945	0.9097	0.9724
0.1133	2900.0	17400	0.0632	0.9411	0.9611	0.9784	0.9284	0.9937	0.9099	0.9723
0.0013	2903.33	17420	0.0540	0.9428	0.9634	0.9790	0.9339	0.9928	0.9126	0.9731
0.0076	2906.67	17440	0.0617	0.9412	0.9613	0.9784	0.9292	0.9935	0.9100	0.9724
0.0013	2910.0	17460	0.0633	0.9406	0.9613	0.9782	0.9295	0.9931	0.9092	0.9721
0.0267	2913.33	17480	0.0707	0.9407	0.9600	0.9783	0.9257	0.9944	0.9092	0.9722
0.0271	2916.67	17500	0.0590	0.9417	0.9613	0.9786	0.9286	0.9940	0.9108	0.9727
0.0276	2920.0	17520	0.0671	0.9394	0.9599	0.9777	0.9262	0.9936	0.9072	0.9715
0.1134	2923.33	17540	0.0598	0.9416	0.9618	0.9786	0.9303	0.9934	0.9107	0.9725
0.0105	2926.67	17560	0.0649	0.9409	0.9609	0.9783	0.9282	0.9937	0.9096	0.9722
0.1126	2930.0	17580	0.0616	0.9412	0.9610	0.9784	0.9282	0.9938	0.9100	0.9724
0.0115	2933.33	17600	0.0587	0.9416	0.9616	0.9786	0.9296	0.9936	0.9106	0.9726
0.0013	2936.67	17620	0.0560	0.9422	0.9625	0.9787	0.9320	0.9931	0.9116	0.9728
0.1125	2940.0	17640	0.0633	0.9412	0.9612	0.9784	0.9287	0.9937	0.9100	0.9724
0.1127	2943.33	17660	0.0624	0.9414	0.9608	0.9785	0.9273	0.9943	0.9103	0.9725
0.0013	2946.67	17680	0.0593	0.9419	0.9617	0.9787	0.9296	0.9937	0.9110	0.9727
0.0177	2950.0	17700	0.0674	0.9414	0.9610	0.9785	0.9280	0.9940	0.9104	0.9725
0.0216	2953.33	17720	0.0690	0.9407	0.9605	0.9782	0.9269	0.9940	0.9092	0.9722
0.0105	2956.67	17740	0.0651	0.9407	0.9609	0.9782	0.9281	0.9937	0.9093	0.9722
0.0266	2960.0	17760	0.0670	0.9409	0.9606	0.9783	0.9273	0.9940	0.9095	0.9723
0.1135	2963.33	17780	0.0543	0.9432	0.9632	0.9791	0.9332	0.9932	0.9131	0.9732
0.0013	2966.67	17800	0.0632	0.9409	0.9609	0.9783	0.9281	0.9937	0.9096	0.9722
0.0013	2970.0	17820	0.0645	0.9408	0.9612	0.9782	0.9292	0.9933	0.9094	0.9721
0.0071	2973.33	17840	0.0689	0.9406	0.9602	0.9782	0.9261	0.9942	0.9091	0.9722
0.0267	2976.67	17860	0.0644	0.9409	0.9607	0.9783	0.9274	0.9940	0.9096	0.9723
0.0013	2980.0	17880	0.0639	0.9407	0.9611	0.9782	0.9286	0.9935	0.9093	0.9722
0.0234	2983.33	17900	0.0677	0.9408	0.9606	0.9783	0.9272	0.9940	0.9093	0.9722
0.1126	2986.67	17920	0.0720	0.9414	0.9599	0.9786	0.9247	0.9951	0.9102	0.9726
0.022	2990.0	17940	0.0667	0.9402	0.9605	0.9780	0.9274	0.9936	0.9085	0.9719
0.0268	2993.33	17960	0.0585	0.9417	0.9612	0.9786	0.9282	0.9941	0.9108	0.9727
0.0013	2996.67	17980	0.0621	0.9406	0.9612	0.9782	0.9291	0.9932	0.9091	0.9721
0.1125	3000.0	18000	0.0633	0.9406	0.9609	0.9782	0.9284	0.9935	0.9092	0.9721
0.0272	3003.33	18020	0.0666	0.9402	0.9610	0.9780	0.9289	0.9931	0.9086	0.9719
0.0216	3006.67	18040	0.0743	0.9405	0.9601	0.9782	0.9258	0.9943	0.9089	0.9721
0.1124	3010.0	18060	0.0606	0.9404	0.9621	0.9781	0.9321	0.9922	0.9090	0.9719
0.0266	3013.33	18080	0.0712	0.9406	0.9602	0.9782	0.9261	0.9942	0.9090	0.9721
0.0013	3016.67	18100	0.0589	0.9413	0.9617	0.9784	0.9301	0.9933	0.9102	0.9724
0.0266	3020.0	18120	0.0644	0.9409	0.9608	0.9783	0.9276	0.9939	0.9095	0.9723
0.0013	3023.33	18140	0.0599	0.9415	0.9618	0.9785	0.9301	0.9934	0.9105	0.9725
0.0108	3026.67	18160	0.0627	0.9412	0.9616	0.9784	0.9300	0.9933	0.9100	0.9723
0.0109	3030.0	18180	0.0639	0.9403	0.9607	0.9781	0.9280	0.9934	0.9086	0.9719
0.0267	3033.33	18200	0.0623	0.9417	0.9615	0.9786	0.9292	0.9938	0.9107	0.9726
0.1126	3036.67	18220	0.0588	0.9417	0.9618	0.9786	0.9301	0.9935	0.9108	0.9726
0.0013	3040.0	18240	0.0630	0.9409	0.9611	0.9783	0.9288	0.9935	0.9095	0.9722
0.0013	3043.33	18260	0.0617	0.9409	0.9615	0.9783	0.9298	0.9932	0.9097	0.9722
0.0215	3046.67	18280	0.0747	0.9402	0.9601	0.9781	0.9262	0.9940	0.9085	0.9720
0.0106	3050.0	18300	0.0679	0.9398	0.9607	0.9779	0.9283	0.9931	0.9079	0.9717
0.1129	3053.33	18320	0.0622	0.9411	0.9610	0.9784	0.9281	0.9939	0.9099	0.9724
0.0104	3056.67	18340	0.0636	0.9409	0.9609	0.9783	0.9281	0.9937	0.9095	0.9722
0.0013	3060.0	18360	0.0616	0.9416	0.9612	0.9786	0.9283	0.9940	0.9106	0.9726
0.0217	3063.33	18380	0.0654	0.9404	0.9609	0.9781	0.9285	0.9934	0.9089	0.9720
0.007	3066.67	18400	0.0693	0.9403	0.9610	0.9781	0.9289	0.9932	0.9087	0.9719
0.1128	3070.0	18420	0.0619	0.9411	0.9611	0.9784	0.9285	0.9937	0.9099	0.9724
0.0107	3073.33	18440	0.0640	0.9400	0.9610	0.9779	0.9292	0.9929	0.9082	0.9717
0.027	3076.67	18460	0.0668	0.9406	0.9606	0.9782	0.9274	0.9938	0.9091	0.9721
0.0071	3080.0	18480	0.0650	0.9409	0.9608	0.9783	0.9279	0.9938	0.9096	0.9723
0.0215	3083.33	18500	0.0701	0.9411	0.9605	0.9784	0.9266	0.9943	0.9098	0.9724
0.0216	3086.67	18520	0.0629	0.9414	0.9612	0.9785	0.9286	0.9938	0.9103	0.9725
0.0072	3090.0	18540	0.0664	0.9409	0.9607	0.9783	0.9276	0.9939	0.9096	0.9723
0.0072	3093.33	18560	0.0631	0.9408	0.9616	0.9782	0.9303	0.9930	0.9095	0.9721
0.0105	3096.67	18580	0.0670	0.9406	0.9608	0.9782	0.9279	0.9936	0.9090	0.9721
0.0268	3100.0	18600	0.0655	0.9406	0.9609	0.9782	0.9282	0.9936	0.9091	0.9721
0.1121	3103.33	18620	0.0588	0.9422	0.9620	0.9788	0.9303	0.9937	0.9115	0.9728
0.0104	3106.67	18640	0.0616	0.9408	0.9618	0.9782	0.9309	0.9928	0.9095	0.9721
0.1121	3110.0	18660	0.0626	0.9408	0.9616	0.9782	0.9303	0.9930	0.9095	0.9721
0.1177	3113.33	18680	0.0612	0.9414	0.9609	0.9785	0.9278	0.9941	0.9102	0.9725
0.0013	3116.67	18700	0.0624	0.9407	0.9614	0.9782	0.9298	0.9931	0.9093	0.9721
0.007	3120.0	18720	0.0681	0.9404	0.9607	0.9781	0.9278	0.9936	0.9088	0.9720
0.0105	3123.33	18740	0.0664	0.9405	0.9610	0.9781	0.9286	0.9933	0.9089	0.9720
0.0106	3126.67	18760	0.0636	0.9412	0.9613	0.9784	0.9290	0.9936	0.9101	0.9724
0.0266	3130.0	18780	0.0692	0.9405	0.9605	0.9782	0.9273	0.9938	0.9089	0.9721
0.0214	3133.33	18800	0.0681	0.9405	0.9606	0.9782	0.9276	0.9937	0.9089	0.9721
0.0105	3136.67	18820	0.0656	0.9408	0.9607	0.9783	0.9274	0.9939	0.9094	0.9722
0.007	3140.0	18840	0.0639	0.9410	0.9609	0.9784	0.9278	0.9939	0.9097	0.9723
0.0013	3143.33	18860	0.0554	0.9418	0.9623	0.9786	0.9314	0.9931	0.9110	0.9726
0.0016	3146.67	18880	0.0705	0.9405	0.9604	0.9782	0.9269	0.9939	0.9089	0.9721
0.1124	3150.0	18900	0.0644	0.9407	0.9610	0.9782	0.9284	0.9935	0.9092	0.9721
0.0268	3153.33	18920	0.0636	0.9411	0.9610	0.9784	0.9282	0.9938	0.9098	0.9723
0.0269	3156.67	18940	0.0687	0.9404	0.9602	0.9781	0.9263	0.9940	0.9087	0.9720
0.1182	3160.0	18960	0.0589	0.9416	0.9620	0.9785	0.9309	0.9932	0.9106	0.9725
0.0215	3163.33	18980	0.0640	0.9410	0.9614	0.9783	0.9294	0.9934	0.9098	0.9723
0.0265	3166.67	19000	0.0656	0.9410	0.9609	0.9784	0.9280	0.9938	0.9098	0.9723
0.0014	3170.0	19020	0.0576	0.9417	0.9617	0.9786	0.9299	0.9936	0.9109	0.9726
0.1185	3173.33	19040	0.0542	0.9427	0.9628	0.9790	0.9322	0.9934	0.9124	0.9731
0.0229	3176.67	19060	0.0623	0.9407	0.9607	0.9782	0.9275	0.9938	0.9093	0.9722
0.0215	3180.0	19080	0.0616	0.9403	0.9613	0.9781	0.9296	0.9930	0.9087	0.9719
0.0202	3183.33	19100	0.0734	0.9406	0.9608	0.9782	0.9279	0.9936	0.9090	0.9721
0.0215	3186.67	19120	0.0677	0.9407	0.9604	0.9782	0.9268	0.9940	0.9092	0.9722
0.0266	3190.0	19140	0.0645	0.9410	0.9609	0.9783	0.9281	0.9938	0.9097	0.9723
0.1176	3193.33	19160	0.0519	0.9432	0.9651	0.9790	0.9387	0.9914	0.9132	0.9731
0.0215	3196.67	19180	0.0634	0.9406	0.9610	0.9782	0.9287	0.9934	0.9091	0.9721
0.0013	3200.0	19200	0.0607	0.9414	0.9616	0.9785	0.9298	0.9934	0.9104	0.9725
0.0091	3203.33	19220	0.0638	0.9410	0.9610	0.9783	0.9284	0.9937	0.9097	0.9723
0.112	3206.67	19240	0.0608	0.9413	0.9614	0.9784	0.9291	0.9936	0.9102	0.9724
0.0071	3210.0	19260	0.0667	0.9407	0.9609	0.9782	0.9283	0.9935	0.9092	0.9721
0.0013	3213.33	19280	0.0559	0.9422	0.9628	0.9788	0.9326	0.9930	0.9117	0.9728
0.0103	3216.67	19300	0.0621	0.9414	0.9613	0.9785	0.9287	0.9938	0.9104	0.9725
0.0069	3220.0	19320	0.0635	0.9409	0.9612	0.9783	0.9290	0.9934	0.9095	0.9722
0.0069	3223.33	19340	0.0675	0.9408	0.9607	0.9783	0.9275	0.9939	0.9095	0.9722
0.1124	3226.67	19360	0.0586	0.9419	0.9619	0.9787	0.9303	0.9935	0.9111	0.9727
0.1123	3230.0	19380	0.0652	0.9410	0.9610	0.9783	0.9284	0.9937	0.9097	0.9723
0.0271	3233.33	19400	0.0599	0.9415	0.9613	0.9785	0.9289	0.9938	0.9105	0.9725
0.0102	3236.67	19420	0.0683	0.9410	0.9604	0.9784	0.9266	0.9943	0.9097	0.9724
0.0069	3240.0	19440	0.0621	0.9416	0.9614	0.9786	0.9289	0.9938	0.9107	0.9726
0.0265	3243.33	19460	0.0704	0.9411	0.9604	0.9784	0.9264	0.9944	0.9097	0.9724
0.0102	3246.67	19480	0.0601	0.9411	0.9615	0.9784	0.9297	0.9933	0.9099	0.9723
0.1121	3250.0	19500	0.0577	0.9416	0.9615	0.9785	0.9294	0.9937	0.9106	0.9725
0.0013	3253.33	19520	0.0534	0.9432	0.9631	0.9791	0.9329	0.9933	0.9131	0.9733
0.0074	3256.67	19540	0.0584	0.9420	0.9618	0.9787	0.9300	0.9937	0.9113	0.9728
0.0013	3260.0	19560	0.0622	0.9413	0.9613	0.9784	0.9291	0.9936	0.9102	0.9724
0.112	3263.33	19580	0.0622	0.9414	0.9614	0.9785	0.9291	0.9937	0.9103	0.9725
0.0091	3266.67	19600	0.0564	0.9424	0.9628	0.9788	0.9326	0.9930	0.9119	0.9729
0.0215	3270.0	19620	0.0627	0.9414	0.9614	0.9785	0.9293	0.9936	0.9103	0.9725
0.0019	3273.33	19640	0.0583	0.9417	0.9627	0.9786	0.9329	0.9926	0.9109	0.9725
0.1121	3276.67	19660	0.0582	0.9416	0.9617	0.9785	0.9299	0.9935	0.9106	0.9725
0.0266	3280.0	19680	0.0623	0.9415	0.9612	0.9785	0.9285	0.9939	0.9105	0.9725
0.1121	3283.33	19700	0.0621	0.9409	0.9612	0.9783	0.9290	0.9935	0.9096	0.9722
0.0292	3286.67	19720	0.0679	0.9412	0.9604	0.9784	0.9264	0.9944	0.9099	0.9724
0.0103	3290.0	19740	0.0661	0.9407	0.9610	0.9782	0.9284	0.9935	0.9093	0.9721
0.0268	3293.33	19760	0.0636	0.9410	0.9612	0.9784	0.9287	0.9936	0.9098	0.9723
0.1121	3296.67	19780	0.0639	0.9410	0.9609	0.9784	0.9279	0.9939	0.9097	0.9723
0.0265	3300.0	19800	0.0651	0.9411	0.9610	0.9784	0.9281	0.9939	0.9099	0.9724
0.007	3303.33	19820	0.0628	0.9408	0.9619	0.9782	0.9311	0.9927	0.9095	0.9721
0.0013	3306.67	19840	0.0586	0.9418	0.9620	0.9786	0.9307	0.9933	0.9109	0.9726
0.0266	3310.0	19860	0.0630	0.9411	0.9610	0.9784	0.9283	0.9938	0.9098	0.9723
0.0266	3313.33	19880	0.0643	0.9411	0.9608	0.9784	0.9277	0.9940	0.9099	0.9724
0.0268	3316.67	19900	0.0602	0.9419	0.9614	0.9787	0.9287	0.9941	0.9111	0.9727
0.0229	3320.0	19920	0.0620	0.9409	0.9613	0.9783	0.9292	0.9934	0.9096	0.9722
0.0265	3323.33	19940	0.0646	0.9419	0.9611	0.9787	0.9280	0.9943	0.9110	0.9727
0.0013	3326.67	19960	0.0639	0.9415	0.9613	0.9785	0.9287	0.9938	0.9105	0.9725
0.0013	3330.0	19980	0.0615	0.9412	0.9615	0.9784	0.9297	0.9933	0.9100	0.9723
0.0013	3333.33	20000	0.0567	0.9417	0.9627	0.9786	0.9327	0.9926	0.9109	0.9725
0.0102	3336.67	20020	0.0629	0.9413	0.9613	0.9785	0.9290	0.9937	0.9102	0.9724
0.0069	3340.0	20040	0.0651	0.9408	0.9608	0.9783	0.9279	0.9938	0.9095	0.9722
0.1119	3343.33	20060	0.0632	0.9413	0.9608	0.9785	0.9275	0.9941	0.9101	0.9725
0.022	3346.67	20080	0.0699	0.9410	0.9606	0.9783	0.9270	0.9941	0.9096	0.9723
0.007	3350.0	20100	0.0645	0.9411	0.9614	0.9783	0.9294	0.9934	0.9098	0.9723
0.1118	3353.33	20120	0.0588	0.9418	0.9624	0.9786	0.9318	0.9930	0.9110	0.9726
0.1118	3356.67	20140	0.0601	0.9416	0.9619	0.9785	0.9305	0.9933	0.9106	0.9725
0.0069	3360.0	20160	0.0653	0.9411	0.9611	0.9784	0.9285	0.9937	0.9099	0.9724
0.0264	3363.33	20180	0.0591	0.9421	0.9614	0.9787	0.9286	0.9942	0.9113	0.9728
0.0013	3366.67	20200	0.0570	0.9426	0.9627	0.9789	0.9321	0.9933	0.9123	0.9730
0.0102	3370.0	20220	0.0611	0.9415	0.9616	0.9785	0.9296	0.9935	0.9105	0.9725
0.0013	3373.33	20240	0.0535	0.9433	0.9637	0.9791	0.9345	0.9929	0.9133	0.9733
0.112	3376.67	20260	0.0618	0.9420	0.9613	0.9787	0.9284	0.9942	0.9111	0.9728
0.0214	3380.0	20280	0.0658	0.9411	0.9610	0.9784	0.9283	0.9938	0.9098	0.9723
0.0132	3383.33	20300	0.0681	0.9410	0.9605	0.9784	0.9268	0.9942	0.9097	0.9723
0.0216	3386.67	20320	0.0778	0.9407	0.9600	0.9783	0.9254	0.9945	0.9092	0.9722
0.0013	3390.0	20340	0.0616	0.9415	0.9615	0.9785	0.9294	0.9936	0.9105	0.9725
0.1123	3393.33	20360	0.0609	0.9419	0.9613	0.9787	0.9286	0.9941	0.9111	0.9727
0.0069	3396.67	20380	0.0577	0.9424	0.9623	0.9788	0.9310	0.9935	0.9118	0.9729
0.0133	3400.0	20400	0.0610	0.9414	0.9615	0.9785	0.9293	0.9936	0.9104	0.9725
0.0104	3403.33	20420	0.0587	0.9419	0.9622	0.9787	0.9311	0.9933	0.9112	0.9727
0.1173	3406.67	20440	0.0629	0.9413	0.9609	0.9785	0.9276	0.9941	0.9102	0.9725
0.1152	3410.0	20460	0.0618	0.9413	0.9616	0.9784	0.9297	0.9934	0.9102	0.9724
0.0013	3413.33	20480	0.0623	0.9419	0.9616	0.9787	0.9295	0.9938	0.9111	0.9727
0.007	3416.67	20500	0.0620	0.9425	0.9615	0.9789	0.9287	0.9944	0.9120	0.9730
0.0013	3420.0	20520	0.0638	0.9417	0.9614	0.9786	0.9290	0.9939	0.9108	0.9726
0.0214	3423.33	20540	0.0683	0.9411	0.9609	0.9784	0.9277	0.9940	0.9099	0.9724
0.0104	3426.67	20560	0.0658	0.9410	0.9611	0.9783	0.9285	0.9937	0.9098	0.9723
0.0267	3430.0	20580	0.0651	0.9415	0.9614	0.9785	0.9292	0.9937	0.9105	0.9725
0.0107	3433.33	20600	0.0587	0.9425	0.9632	0.9789	0.9335	0.9928	0.9121	0.9729
0.0013	3436.67	20620	0.0568	0.9428	0.9623	0.9790	0.9307	0.9938	0.9124	0.9731
0.1127	3440.0	20640	0.0620	0.9425	0.9620	0.9789	0.9300	0.9939	0.9119	0.9730
0.0013	3443.33	20660	0.0564	0.9432	0.9636	0.9791	0.9343	0.9929	0.9132	0.9732
0.1123	3446.67	20680	0.0631	0.9410	0.9610	0.9783	0.9283	0.9937	0.9097	0.9723
0.0213	3450.0	20700	0.0615	0.9415	0.9613	0.9785	0.9288	0.9938	0.9105	0.9725
0.1119	3453.33	20720	0.0572	0.9428	0.9628	0.9790	0.9324	0.9933	0.9125	0.9731
0.0264	3456.67	20740	0.0731	0.9410	0.9603	0.9784	0.9260	0.9945	0.9097	0.9724
0.0069	3460.0	20760	0.0635	0.9412	0.9613	0.9784	0.9290	0.9936	0.9100	0.9724
0.0264	3463.33	20780	0.0727	0.9410	0.9603	0.9784	0.9262	0.9944	0.9097	0.9724
0.0215	3466.67	20800	0.0605	0.9419	0.9612	0.9787	0.9283	0.9942	0.9110	0.9727
0.0264	3470.0	20820	0.0591	0.9426	0.9623	0.9789	0.9309	0.9937	0.9122	0.9730
0.0101	3473.33	20840	0.0618	0.9410	0.9616	0.9783	0.9302	0.9931	0.9098	0.9722
0.0213	3476.67	20860	0.0578	0.9418	0.9624	0.9786	0.9318	0.9930	0.9111	0.9726
0.0013	3480.0	20880	0.0627	0.9412	0.9618	0.9784	0.9304	0.9931	0.9101	0.9723
0.0212	3483.33	20900	0.0708	0.9408	0.9607	0.9783	0.9274	0.9939	0.9095	0.9722
0.0213	3486.67	20920	0.0636	0.9415	0.9613	0.9785	0.9289	0.9938	0.9104	0.9725
0.1116	3490.0	20940	0.0595	0.9420	0.9620	0.9787	0.9304	0.9936	0.9113	0.9727
0.0212	3493.33	20960	0.0614	0.9417	0.9616	0.9786	0.9296	0.9937	0.9108	0.9726
0.1254	3496.67	20980	0.0556	0.9435	0.9643	0.9792	0.9361	0.9925	0.9137	0.9734
0.0212	3500.0	21000	0.0636	0.9414	0.9614	0.9785	0.9291	0.9937	0.9104	0.9725
0.0264	3503.33	21020	0.0640	0.9416	0.9610	0.9786	0.9280	0.9941	0.9106	0.9726
0.0013	3506.67	21040	0.0547	0.9432	0.9628	0.9792	0.9319	0.9937	0.9132	0.9733
0.0264	3510.0	21060	0.0643	0.9415	0.9610	0.9786	0.9280	0.9941	0.9105	0.9726
0.0101	3513.33	21080	0.0624	0.9412	0.9614	0.9784	0.9294	0.9935	0.9101	0.9724
0.0212	3516.67	21100	0.0639	0.9412	0.9615	0.9784	0.9296	0.9934	0.9101	0.9724
0.0013	3520.0	21120	0.0650	0.9410	0.9612	0.9783	0.9288	0.9936	0.9097	0.9723
0.0069	3523.33	21140	0.0633	0.9417	0.9611	0.9786	0.9281	0.9942	0.9108	0.9727
0.007	3526.67	21160	0.0578	0.9423	0.9620	0.9788	0.9303	0.9937	0.9117	0.9729
0.0013	3530.0	21180	0.0610	0.9414	0.9617	0.9785	0.9299	0.9934	0.9104	0.9725
0.0266	3533.33	21200	0.0613	0.9419	0.9613	0.9787	0.9285	0.9941	0.9111	0.9728
0.0212	3536.67	21220	0.0646	0.9411	0.9613	0.9784	0.9291	0.9935	0.9099	0.9723
0.01	3540.0	21240	0.0591	0.9421	0.9620	0.9787	0.9304	0.9936	0.9115	0.9728
0.113	3543.33	21260	0.0590	0.9421	0.9620	0.9787	0.9303	0.9936	0.9114	0.9728
0.0013	3546.67	21280	0.0584	0.9429	0.9624	0.9790	0.9310	0.9938	0.9126	0.9732
0.0105	3550.0	21300	0.0629	0.9412	0.9613	0.9784	0.9292	0.9935	0.9100	0.9724
0.0212	3553.33	21320	0.0663	0.9411	0.9611	0.9784	0.9285	0.9937	0.9098	0.9723
0.1184	3556.67	21340	0.0591	0.9420	0.9622	0.9787	0.9310	0.9934	0.9113	0.9727
0.0013	3560.0	21360	0.0609	0.9418	0.9617	0.9786	0.9298	0.9936	0.9110	0.9727
0.1122	3563.33	21380	0.0533	0.9439	0.9639	0.9794	0.9348	0.9931	0.9143	0.9736
0.0013	3566.67	21400	0.0533	0.9441	0.9645	0.9794	0.9362	0.9927	0.9146	0.9736
0.0265	3570.0	21420	0.0650	0.9408	0.9607	0.9783	0.9275	0.9939	0.9094	0.9722
0.0101	3573.33	21440	0.0611	0.9422	0.9622	0.9788	0.9309	0.9935	0.9116	0.9728
0.0264	3576.67	21460	0.0586	0.9420	0.9619	0.9787	0.9301	0.9937	0.9113	0.9728
0.0089	3580.0	21480	0.0564	0.9429	0.9626	0.9790	0.9316	0.9936	0.9127	0.9732
0.0071	3583.33	21500	0.0625	0.9418	0.9615	0.9786	0.9291	0.9939	0.9109	0.9727
0.1116	3586.67	21520	0.0631	0.9416	0.9613	0.9786	0.9287	0.9939	0.9106	0.9726
0.0101	3590.0	21540	0.0599	0.9422	0.9620	0.9788	0.9304	0.9936	0.9115	0.9728
0.0068	3593.33	21560	0.0660	0.9409	0.9611	0.9783	0.9286	0.9936	0.9096	0.9722
0.0212	3596.67	21580	0.0595	0.9421	0.9620	0.9787	0.9304	0.9936	0.9114	0.9728
0.0212	3600.0	21600	0.0584	0.9425	0.9623	0.9789	0.9309	0.9936	0.9120	0.9730
0.0264	3603.33	21620	0.0697	0.9417	0.9605	0.9786	0.9264	0.9947	0.9106	0.9727
0.0014	3606.67	21640	0.0575	0.9424	0.9621	0.9788	0.9306	0.9937	0.9118	0.9729
0.0068	3610.0	21660	0.0594	0.9421	0.9618	0.9787	0.9298	0.9938	0.9113	0.9728
0.0015	3613.33	21680	0.0595	0.9417	0.9631	0.9785	0.9340	0.9922	0.9110	0.9725
0.0263	3616.67	21700	0.0613	0.9418	0.9617	0.9786	0.9299	0.9936	0.9109	0.9726
0.0069	3620.0	21720	0.0670	0.9410	0.9608	0.9783	0.9278	0.9939	0.9096	0.9723
0.0216	3623.33	21740	0.0644	0.9415	0.9613	0.9785	0.9289	0.9938	0.9105	0.9725
0.0068	3626.67	21760	0.0620	0.9417	0.9615	0.9786	0.9292	0.9938	0.9109	0.9726
0.0212	3630.0	21780	0.0624	0.9416	0.9614	0.9786	0.9291	0.9938	0.9107	0.9726
0.0215	3633.33	21800	0.0612	0.9416	0.9618	0.9785	0.9302	0.9934	0.9106	0.9725
0.1175	3636.67	21820	0.0625	0.9417	0.9615	0.9786	0.9293	0.9938	0.9108	0.9726
0.01	3640.0	21840	0.0580	0.9424	0.9622	0.9789	0.9306	0.9937	0.9119	0.9730
0.1181	3643.33	21860	0.0555	0.9432	0.9630	0.9792	0.9326	0.9935	0.9132	0.9733
0.1124	3646.67	21880	0.0574	0.9427	0.9628	0.9789	0.9322	0.9933	0.9123	0.9730
0.0068	3650.0	21900	0.0571	0.9427	0.9629	0.9790	0.9324	0.9933	0.9124	0.9731
0.0266	3653.33	21920	0.0644	0.9416	0.9612	0.9786	0.9283	0.9940	0.9106	0.9726
0.0087	3656.67	21940	0.0520	0.9437	0.9637	0.9793	0.9341	0.9932	0.9140	0.9735
0.0069	3660.0	21960	0.0654	0.9414	0.9608	0.9785	0.9275	0.9942	0.9102	0.9725
0.0014	3663.33	21980	0.0545	0.9435	0.9635	0.9793	0.9336	0.9933	0.9137	0.9734
0.1183	3666.67	22000	0.0593	0.9421	0.9613	0.9788	0.9282	0.9943	0.9114	0.9728
0.0013	3670.0	22020	0.0610	0.9418	0.9616	0.9786	0.9294	0.9938	0.9110	0.9727
0.0013	3673.33	22040	0.0624	0.9418	0.9616	0.9786	0.9296	0.9937	0.9110	0.9727
0.01	3676.67	22060	0.0613	0.9417	0.9614	0.9786	0.9290	0.9939	0.9108	0.9726
0.0264	3680.0	22080	0.0626	0.9417	0.9611	0.9786	0.9281	0.9942	0.9108	0.9727
0.1114	3683.33	22100	0.0580	0.9423	0.9623	0.9788	0.9312	0.9935	0.9118	0.9729
0.0013	3686.67	22120	0.0607	0.9419	0.9617	0.9787	0.9297	0.9937	0.9111	0.9727
0.0211	3690.0	22140	0.0633	0.9416	0.9615	0.9786	0.9292	0.9937	0.9107	0.9726
0.0102	3693.33	22160	0.0608	0.9422	0.9622	0.9787	0.9310	0.9934	0.9115	0.9728
0.0013	3696.67	22180	0.0659	0.9412	0.9611	0.9784	0.9284	0.9938	0.9101	0.9724
0.01	3700.0	22200	0.0622	0.9417	0.9616	0.9786	0.9295	0.9937	0.9108	0.9726
0.0068	3703.33	22220	0.0671	0.9414	0.9606	0.9785	0.9269	0.9944	0.9103	0.9725
0.023	3706.67	22240	0.0575	0.9421	0.9618	0.9788	0.9298	0.9938	0.9114	0.9728
0.0265	3710.0	22260	0.0585	0.9419	0.9616	0.9787	0.9295	0.9938	0.9111	0.9727
0.01	3713.33	22280	0.0662	0.9411	0.9610	0.9784	0.9281	0.9939	0.9099	0.9724
0.1114	3716.67	22300	0.0593	0.9422	0.9618	0.9788	0.9299	0.9938	0.9116	0.9729
0.1114	3720.0	22320	0.0585	0.9423	0.9623	0.9788	0.9311	0.9935	0.9117	0.9729
0.1116	3723.33	22340	0.0562	0.9427	0.9626	0.9790	0.9318	0.9935	0.9124	0.9731
0.0266	3726.67	22360	0.0677	0.9417	0.9609	0.9786	0.9275	0.9943	0.9107	0.9727
0.0265	3730.0	22380	0.0628	0.9417	0.9613	0.9786	0.9285	0.9940	0.9107	0.9726
0.0102	3733.33	22400	0.0633	0.9415	0.9610	0.9785	0.9279	0.9941	0.9105	0.9726
0.1115	3736.67	22420	0.0613	0.9418	0.9613	0.9787	0.9284	0.9941	0.9110	0.9727
0.0263	3740.0	22440	0.0633	0.9414	0.9613	0.9785	0.9289	0.9937	0.9103	0.9725
0.0264	3743.33	22460	0.0655	0.9412	0.9608	0.9784	0.9274	0.9941	0.9100	0.9724
0.0069	3746.67	22480	0.0620	0.9417	0.9617	0.9786	0.9299	0.9936	0.9108	0.9726
0.0211	3750.0	22500	0.0636	0.9413	0.9612	0.9785	0.9285	0.9938	0.9102	0.9725
0.0212	3753.33	22520	0.0602	0.9413	0.9620	0.9784	0.9310	0.9930	0.9102	0.9723
0.01	3756.67	22540	0.0625	0.9421	0.9621	0.9787	0.9308	0.9934	0.9114	0.9728
0.0068	3760.0	22560	0.0639	0.9413	0.9611	0.9784	0.9285	0.9938	0.9101	0.9724
0.0263	3763.33	22580	0.0646	0.9416	0.9611	0.9786	0.9280	0.9942	0.9107	0.9726
0.0081	3766.67	22600	0.0555	0.9426	0.9621	0.9789	0.9304	0.9939	0.9122	0.9730
0.0101	3770.0	22620	0.0622	0.9416	0.9613	0.9786	0.9288	0.9938	0.9106	0.9726
0.0263	3773.33	22640	0.0686	0.9417	0.9605	0.9786	0.9263	0.9947	0.9106	0.9727
0.0068	3776.67	22660	0.0552	0.9430	0.9634	0.9790	0.9340	0.9929	0.9128	0.9731
0.01	3780.0	22680	0.0595	0.9420	0.9620	0.9787	0.9305	0.9935	0.9113	0.9727
0.0013	3783.33	22700	0.0545	0.9431	0.9636	0.9791	0.9344	0.9928	0.9130	0.9732
0.0212	3786.67	22720	0.0677	0.9413	0.9608	0.9785	0.9276	0.9941	0.9101	0.9724
0.1114	3790.0	22740	0.0598	0.9419	0.9619	0.9786	0.9304	0.9935	0.9111	0.9727
0.0013	3793.33	22760	0.0571	0.9425	0.9628	0.9789	0.9325	0.9931	0.9121	0.9729
0.0068	3796.67	22780	0.0703	0.9415	0.9606	0.9785	0.9267	0.9945	0.9103	0.9726
0.0068	3800.0	22800	0.0614	0.9417	0.9615	0.9786	0.9292	0.9938	0.9108	0.9726
0.1114	3803.33	22820	0.0592	0.9423	0.9613	0.9788	0.9282	0.9944	0.9116	0.9729
0.1116	3806.67	22840	0.0582	0.9425	0.9617	0.9789	0.9291	0.9943	0.9120	0.9730
0.007	3810.0	22860	0.0621	0.9417	0.9615	0.9786	0.9293	0.9937	0.9107	0.9726
0.0068	3813.33	22880	0.0590	0.9420	0.9625	0.9787	0.9320	0.9930	0.9113	0.9727
0.0265	3816.67	22900	0.0697	0.9409	0.9607	0.9783	0.9274	0.9939	0.9095	0.9723
0.0263	3820.0	22920	0.0605	0.9418	0.9617	0.9786	0.9299	0.9936	0.9109	0.9726
0.1114	3823.33	22940	0.0545	0.9434	0.9633	0.9792	0.9334	0.9933	0.9134	0.9734
0.1114	3826.67	22960	0.0618	0.9418	0.9612	0.9787	0.9283	0.9941	0.9109	0.9727
0.0211	3830.0	22980	0.0647	0.9413	0.9611	0.9784	0.9283	0.9939	0.9101	0.9724
0.0228	3833.33	23000	0.0603	0.9420	0.9619	0.9787	0.9303	0.9936	0.9113	0.9728
0.0263	3836.67	23020	0.0618	0.9419	0.9614	0.9787	0.9288	0.9940	0.9110	0.9727
0.0211	3840.0	23040	0.0551	0.9428	0.9630	0.9790	0.9327	0.9932	0.9126	0.9731
0.0211	3843.33	23060	0.0624	0.9410	0.9614	0.9783	0.9295	0.9933	0.9097	0.9723
0.0103	3846.67	23080	0.0592	0.9424	0.9621	0.9789	0.9304	0.9937	0.9118	0.9729
0.0263	3850.0	23100	0.0584	0.9423	0.9619	0.9788	0.9299	0.9939	0.9118	0.9729
0.0211	3853.33	23120	0.0650	0.9414	0.9613	0.9785	0.9288	0.9938	0.9103	0.9725
0.0067	3856.67	23140	0.0642	0.9414	0.9613	0.9785	0.9287	0.9938	0.9104	0.9725
0.0221	3860.0	23160	0.0635	0.9416	0.9613	0.9786	0.9286	0.9939	0.9107	0.9726
0.0099	3863.33	23180	0.0643	0.9416	0.9613	0.9786	0.9288	0.9939	0.9107	0.9726
0.0068	3866.67	23200	0.0622	0.9413	0.9619	0.9784	0.9306	0.9931	0.9102	0.9724
0.0228	3870.0	23220	0.0613	0.9419	0.9613	0.9787	0.9284	0.9941	0.9110	0.9727
0.0277	3873.33	23240	0.0575	0.9427	0.9621	0.9790	0.9302	0.9940	0.9124	0.9731
0.0013	3876.67	23260	0.0589	0.9420	0.9624	0.9787	0.9319	0.9930	0.9112	0.9727
0.1115	3880.0	23280	0.0569	0.9422	0.9624	0.9788	0.9316	0.9933	0.9116	0.9728
0.0014	3883.33	23300	0.0537	0.9436	0.9639	0.9793	0.9349	0.9929	0.9138	0.9734
0.1115	3886.67	23320	0.0629	0.9415	0.9616	0.9785	0.9296	0.9935	0.9105	0.9725
0.0013	3890.0	23340	0.0626	0.9418	0.9616	0.9786	0.9295	0.9937	0.9110	0.9727
0.1113	3893.33	23360	0.0575	0.9426	0.9618	0.9789	0.9295	0.9941	0.9121	0.9731
0.0013	3896.67	23380	0.0560	0.9428	0.9627	0.9790	0.9320	0.9934	0.9124	0.9731
0.0086	3900.0	23400	0.0595	0.9420	0.9621	0.9787	0.9308	0.9934	0.9112	0.9727
0.0262	3903.33	23420	0.0720	0.9412	0.9605	0.9784	0.9267	0.9943	0.9100	0.9724
0.0099	3906.67	23440	0.0640	0.9414	0.9614	0.9785	0.9293	0.9936	0.9104	0.9725
0.1117	3910.0	23460	0.0605	0.9419	0.9619	0.9786	0.9304	0.9935	0.9110	0.9727
0.1112	3913.33	23480	0.0568	0.9426	0.9631	0.9789	0.9332	0.9929	0.9122	0.9730
0.0099	3916.67	23500	0.0607	0.9419	0.9618	0.9786	0.9299	0.9936	0.9110	0.9727
0.1112	3920.0	23520	0.0613	0.9417	0.9618	0.9786	0.9302	0.9934	0.9107	0.9726
0.0265	3923.33	23540	0.0656	0.9416	0.9611	0.9786	0.9281	0.9941	0.9106	0.9726
0.0129	3926.67	23560	0.0611	0.9417	0.9620	0.9786	0.9306	0.9933	0.9109	0.9726
0.0099	3930.0	23580	0.0634	0.9412	0.9618	0.9784	0.9306	0.9931	0.9100	0.9723
0.1113	3933.33	23600	0.0545	0.9435	0.9637	0.9792	0.9345	0.9930	0.9136	0.9734
0.0013	3936.67	23620	0.0564	0.9432	0.9631	0.9791	0.9328	0.9934	0.9131	0.9733
0.0067	3940.0	23640	0.0629	0.9415	0.9615	0.9785	0.9293	0.9936	0.9104	0.9725
0.1112	3943.33	23660	0.0596	0.9422	0.9619	0.9788	0.9299	0.9938	0.9115	0.9728
0.0214	3946.67	23680	0.0595	0.9424	0.9615	0.9789	0.9288	0.9943	0.9118	0.9730
0.0013	3950.0	23700	0.0614	0.9419	0.9616	0.9787	0.9294	0.9938	0.9111	0.9727
0.0067	3953.33	23720	0.0656	0.9415	0.9612	0.9785	0.9286	0.9939	0.9105	0.9726
0.0014	3956.67	23740	0.0588	0.9419	0.9617	0.9787	0.9297	0.9937	0.9111	0.9727
0.1112	3960.0	23760	0.0571	0.9426	0.9626	0.9789	0.9318	0.9934	0.9121	0.9730
0.0262	3963.33	23780	0.0679	0.9415	0.9607	0.9786	0.9270	0.9944	0.9105	0.9726
0.0099	3966.67	23800	0.0715	0.9411	0.9606	0.9784	0.9271	0.9941	0.9098	0.9724
0.0013	3970.0	23820	0.0582	0.9425	0.9623	0.9789	0.9310	0.9936	0.9121	0.9730
0.0107	3973.33	23840	0.0591	0.9422	0.9626	0.9787	0.9322	0.9930	0.9116	0.9728
0.0098	3976.67	23860	0.0735	0.9410	0.9606	0.9784	0.9272	0.9941	0.9097	0.9723
0.0013	3980.0	23880	0.0589	0.9420	0.9622	0.9787	0.9310	0.9934	0.9113	0.9727
0.0013	3983.33	23900	0.0576	0.9424	0.9626	0.9788	0.9319	0.9932	0.9118	0.9729
0.0013	3986.67	23920	0.0607	0.9417	0.9621	0.9786	0.9311	0.9932	0.9109	0.9726
0.0264	3990.0	23940	0.0635	0.9424	0.9610	0.9789	0.9272	0.9948	0.9117	0.9730
0.0128	3993.33	23960	0.0678	0.9413	0.9609	0.9784	0.9278	0.9940	0.9101	0.9724
0.021	3996.67	23980	0.0658	0.9411	0.9614	0.9783	0.9295	0.9933	0.9098	0.9723
0.0013	4000.0	24000	0.0570	0.9424	0.9629	0.9788	0.9328	0.9930	0.9119	0.9729
0.0067	4003.33	24020	0.0628	0.9420	0.9614	0.9787	0.9289	0.9940	0.9112	0.9728
0.0018	4006.67	24040	0.0536	0.9445	0.9651	0.9796	0.9379	0.9924	0.9153	0.9738
0.0068	4010.0	24060	0.0611	0.9418	0.9616	0.9786	0.9294	0.9938	0.9110	0.9727
0.0067	4013.33	24080	0.0609	0.9419	0.9620	0.9787	0.9306	0.9935	0.9112	0.9727
0.1112	4016.67	24100	0.0590	0.9421	0.9621	0.9787	0.9307	0.9935	0.9114	0.9728
0.0211	4020.0	24120	0.0601	0.9419	0.9618	0.9787	0.9299	0.9937	0.9112	0.9727
0.0211	4023.33	24140	0.0675	0.9411	0.9611	0.9784	0.9285	0.9937	0.9098	0.9723
0.0262	4026.67	24160	0.0579	0.9427	0.9623	0.9790	0.9308	0.9938	0.9124	0.9731
0.0013	4030.0	24180	0.0616	0.9419	0.9619	0.9787	0.9301	0.9936	0.9111	0.9727
0.1111	4033.33	24200	0.0547	0.9431	0.9635	0.9791	0.9341	0.9929	0.9130	0.9732
0.0068	4036.67	24220	0.0640	0.9415	0.9613	0.9785	0.9287	0.9938	0.9105	0.9725
0.1111	4040.0	24240	0.0603	0.9419	0.9617	0.9787	0.9298	0.9937	0.9111	0.9727
0.1111	4043.33	24260	0.0549	0.9434	0.9636	0.9792	0.9343	0.9930	0.9134	0.9733
0.0262	4046.67	24280	0.0634	0.9419	0.9614	0.9787	0.9287	0.9940	0.9111	0.9727
0.0099	4050.0	24300	0.0597	0.9419	0.9620	0.9787	0.9305	0.9935	0.9112	0.9727
0.0013	4053.33	24320	0.0550	0.9431	0.9633	0.9791	0.9335	0.9931	0.9130	0.9732
0.0213	4056.67	24340	0.0642	0.9417	0.9613	0.9786	0.9286	0.9940	0.9107	0.9726
0.1112	4060.0	24360	0.0618	0.9419	0.9617	0.9787	0.9295	0.9938	0.9111	0.9727
0.0211	4063.33	24380	0.0657	0.9413	0.9609	0.9785	0.9276	0.9941	0.9101	0.9724
0.0013	4066.67	24400	0.0636	0.9412	0.9616	0.9784	0.9299	0.9933	0.9101	0.9723
0.0013	4070.0	24420	0.0600	0.9419	0.9620	0.9786	0.9305	0.9934	0.9111	0.9727
0.1111	4073.33	24440	0.0595	0.9426	0.9623	0.9789	0.9309	0.9937	0.9122	0.9730
0.1162	4076.67	24460	0.0522	0.9438	0.9636	0.9794	0.9338	0.9934	0.9141	0.9736
0.1112	4080.0	24480	0.0575	0.9422	0.9623	0.9788	0.9312	0.9934	0.9116	0.9728
0.021	4083.33	24500	0.0651	0.9411	0.9613	0.9784	0.9289	0.9936	0.9100	0.9723
0.021	4086.67	24520	0.0585	0.9421	0.9623	0.9787	0.9312	0.9934	0.9115	0.9728
0.0098	4090.0	24540	0.0602	0.9418	0.9622	0.9786	0.9311	0.9932	0.9109	0.9726
0.021	4093.33	24560	0.0668	0.9411	0.9611	0.9784	0.9284	0.9938	0.9099	0.9724
0.0081	4096.67	24580	0.0527	0.9437	0.9638	0.9793	0.9346	0.9931	0.9140	0.9735
0.0013	4100.0	24600	0.0642	0.9426	0.9623	0.9789	0.9310	0.9937	0.9122	0.9730
0.0263	4103.33	24620	0.0634	0.9416	0.9613	0.9786	0.9287	0.9939	0.9106	0.9726
0.021	4106.67	24640	0.0679	0.9412	0.9608	0.9784	0.9275	0.9941	0.9100	0.9724
0.0262	4110.0	24660	0.0624	0.9419	0.9617	0.9787	0.9296	0.9937	0.9111	0.9727
0.0072	4113.33	24680	0.0593	0.9422	0.9626	0.9787	0.9321	0.9931	0.9115	0.9728
0.0104	4116.67	24700	0.0613	0.9416	0.9616	0.9786	0.9297	0.9936	0.9107	0.9726
0.0098	4120.0	24720	0.0588	0.9420	0.9620	0.9787	0.9306	0.9935	0.9112	0.9727
0.0067	4123.33	24740	0.0573	0.9424	0.9634	0.9788	0.9342	0.9925	0.9120	0.9728
0.0261	4126.67	24760	0.0650	0.9414	0.9610	0.9785	0.9281	0.9940	0.9103	0.9725
0.0067	4130.0	24780	0.0592	0.9422	0.9619	0.9788	0.9299	0.9938	0.9116	0.9729
0.0099	4133.33	24800	0.0634	0.9416	0.9616	0.9785	0.9295	0.9936	0.9106	0.9725
0.1265	4136.67	24820	0.0574	0.9430	0.9630	0.9790	0.9328	0.9933	0.9128	0.9731
0.0067	4140.0	24840	0.0584	0.9426	0.9625	0.9789	0.9316	0.9935	0.9122	0.9730
0.021	4143.33	24860	0.0690	0.9415	0.9606	0.9786	0.9266	0.9945	0.9104	0.9726
0.021	4146.67	24880	0.0599	0.9420	0.9621	0.9787	0.9307	0.9934	0.9113	0.9727
0.0068	4150.0	24900	0.0593	0.9423	0.9618	0.9788	0.9298	0.9939	0.9116	0.9729
0.0067	4153.33	24920	0.0587	0.9422	0.9623	0.9788	0.9313	0.9934	0.9116	0.9728
0.0262	4156.67	24940	0.0625	0.9418	0.9612	0.9787	0.9283	0.9941	0.9109	0.9727
0.0067	4160.0	24960	0.0584	0.9424	0.9626	0.9788	0.9319	0.9932	0.9119	0.9729
0.111	4163.33	24980	0.0529	0.9435	0.9638	0.9792	0.9348	0.9929	0.9137	0.9734
0.0098	4166.67	25000	0.0608	0.9418	0.9616	0.9786	0.9294	0.9938	0.9110	0.9727
0.0013	4170.0	25020	0.0587	0.9423	0.9623	0.9788	0.9311	0.9935	0.9117	0.9729
0.111	4173.33	25040	0.0585	0.9423	0.9626	0.9788	0.9320	0.9932	0.9118	0.9728
0.0068	4176.67	25060	0.0624	0.9417	0.9617	0.9786	0.9300	0.9935	0.9108	0.9726
0.0067	4180.0	25080	0.0602	0.9421	0.9619	0.9787	0.9302	0.9936	0.9114	0.9728
0.0098	4183.33	25100	0.0660	0.9411	0.9613	0.9784	0.9290	0.9936	0.9099	0.9723
0.0091	4186.67	25120	0.0655	0.9412	0.9610	0.9784	0.9282	0.9939	0.9101	0.9724
0.1111	4190.0	25140	0.0593	0.9420	0.9622	0.9787	0.9310	0.9934	0.9113	0.9727
0.111	4193.33	25160	0.0586	0.9421	0.9621	0.9787	0.9308	0.9934	0.9114	0.9727
0.0262	4196.67	25180	0.0593	0.9420	0.9617	0.9787	0.9296	0.9938	0.9112	0.9728
0.021	4200.0	25200	0.0620	0.9417	0.9617	0.9786	0.9297	0.9936	0.9108	0.9726
0.0013	4203.33	25220	0.0541	0.9433	0.9635	0.9792	0.9341	0.9930	0.9133	0.9733
0.1128	4206.67	25240	0.0593	0.9418	0.9618	0.9786	0.9301	0.9936	0.9110	0.9727
0.0211	4210.0	25260	0.0641	0.9414	0.9612	0.9785	0.9285	0.9939	0.9103	0.9725
0.0098	4213.33	25280	0.0647	0.9412	0.9614	0.9784	0.9292	0.9936	0.9101	0.9724
0.021	4216.67	25300	0.0600	0.9420	0.9621	0.9787	0.9307	0.9934	0.9113	0.9727
0.021	4220.0	25320	0.0608	0.9420	0.9620	0.9787	0.9305	0.9935	0.9113	0.9727
0.017	4223.33	25340	0.0705	0.9417	0.9612	0.9786	0.9283	0.9941	0.9108	0.9727
0.0264	4226.67	25360	0.0618	0.9423	0.9618	0.9788	0.9295	0.9940	0.9117	0.9729
0.0067	4230.0	25380	0.0595	0.9426	0.9623	0.9789	0.9309	0.9937	0.9121	0.9730
0.0013	4233.33	25400	0.0617	0.9418	0.9619	0.9786	0.9304	0.9935	0.9110	0.9726
0.0013	4236.67	25420	0.0580	0.9428	0.9627	0.9790	0.9320	0.9934	0.9125	0.9731
0.111	4240.0	25440	0.0604	0.9422	0.9618	0.9788	0.9298	0.9938	0.9115	0.9729
0.1113	4243.33	25460	0.0582	0.9425	0.9619	0.9789	0.9299	0.9939	0.9119	0.9730
0.0098	4246.67	25480	0.0526	0.9442	0.9647	0.9795	0.9369	0.9926	0.9147	0.9737
0.0067	4250.0	25500	0.0602	0.9421	0.9621	0.9787	0.9306	0.9936	0.9115	0.9728
0.0212	4253.33	25520	0.0601	0.9419	0.9618	0.9787	0.9301	0.9936	0.9111	0.9727
0.0274	4256.67	25540	0.0612	0.9417	0.9621	0.9786	0.9309	0.9932	0.9108	0.9725
0.0067	4260.0	25560	0.0600	0.9420	0.9619	0.9787	0.9301	0.9936	0.9113	0.9727
0.0067	4263.33	25580	0.0601	0.9420	0.9619	0.9787	0.9300	0.9937	0.9112	0.9727
0.0067	4266.67	25600	0.0613	0.9421	0.9617	0.9787	0.9297	0.9938	0.9113	0.9728
0.0012	4270.0	25620	0.0603	0.9421	0.9623	0.9787	0.9313	0.9933	0.9114	0.9728
0.0067	4273.33	25640	0.0634	0.9416	0.9618	0.9786	0.9301	0.9934	0.9107	0.9726
0.0099	4276.67	25660	0.0558	0.9430	0.9626	0.9791	0.9316	0.9937	0.9128	0.9732
0.0013	4280.0	25680	0.0610	0.9418	0.9618	0.9786	0.9301	0.9935	0.9109	0.9726
0.0262	4283.33	25700	0.0608	0.9422	0.9615	0.9788	0.9288	0.9942	0.9115	0.9729
0.0067	4286.67	25720	0.0639	0.9412	0.9617	0.9784	0.9302	0.9932	0.9100	0.9723
0.0013	4290.0	25740	0.0573	0.9425	0.9623	0.9789	0.9309	0.9936	0.9120	0.9730
0.111	4293.33	25760	0.0529	0.9440	0.9639	0.9794	0.9346	0.9932	0.9143	0.9736
0.0209	4296.67	25780	0.0630	0.9420	0.9613	0.9787	0.9285	0.9942	0.9113	0.9728
0.111	4300.0	25800	0.0609	0.9421	0.9620	0.9787	0.9303	0.9936	0.9114	0.9728
0.0215	4303.33	25820	0.0586	0.9423	0.9622	0.9788	0.9308	0.9936	0.9118	0.9729
0.1109	4306.67	25840	0.0556	0.9428	0.9631	0.9790	0.9332	0.9930	0.9125	0.9730
0.0013	4310.0	25860	0.0610	0.9419	0.9619	0.9787	0.9302	0.9935	0.9111	0.9727
0.0013	4313.33	25880	0.0572	0.9424	0.9621	0.9788	0.9305	0.9937	0.9118	0.9729
0.0067	4316.67	25900	0.0586	0.9425	0.9623	0.9789	0.9311	0.9936	0.9121	0.9730
0.0261	4320.0	25920	0.0615	0.9418	0.9618	0.9786	0.9302	0.9935	0.9109	0.9726
0.0012	4323.33	25940	0.0621	0.9412	0.9618	0.9784	0.9306	0.9931	0.9101	0.9723
0.0067	4326.67	25960	0.0554	0.9431	0.9635	0.9791	0.9343	0.9928	0.9130	0.9732
0.0212	4330.0	25980	0.0617	0.9420	0.9617	0.9787	0.9296	0.9938	0.9112	0.9728
0.0261	4333.33	26000	0.0636	0.9415	0.9613	0.9785	0.9288	0.9938	0.9104	0.9725
0.0069	4336.67	26020	0.0658	0.9413	0.9610	0.9785	0.9281	0.9940	0.9102	0.9725
0.1114	4340.0	26040	0.0641	0.9414	0.9612	0.9785	0.9284	0.9939	0.9104	0.9725
0.021	4343.33	26060	0.0640	0.9413	0.9612	0.9785	0.9287	0.9937	0.9102	0.9724
0.0212	4346.67	26080	0.0658	0.9415	0.9611	0.9785	0.9283	0.9940	0.9104	0.9725
0.0261	4350.0	26100	0.0649	0.9415	0.9614	0.9785	0.9290	0.9938	0.9105	0.9725
0.0014	4353.33	26120	0.0615	0.9419	0.9615	0.9787	0.9290	0.9939	0.9110	0.9727
0.0067	4356.67	26140	0.0554	0.9430	0.9629	0.9791	0.9325	0.9934	0.9129	0.9732
0.0263	4360.0	26160	0.0612	0.9418	0.9615	0.9786	0.9293	0.9938	0.9109	0.9726
0.0013	4363.33	26180	0.0529	0.9437	0.9642	0.9793	0.9357	0.9927	0.9140	0.9735
0.0067	4366.67	26200	0.0691	0.9415	0.9608	0.9786	0.9272	0.9944	0.9105	0.9726
0.0014	4370.0	26220	0.0567	0.9431	0.9630	0.9791	0.9327	0.9934	0.9129	0.9732
0.0261	4373.33	26240	0.0652	0.9416	0.9610	0.9786	0.9278	0.9942	0.9106	0.9726
0.0012	4376.67	26260	0.0594	0.9419	0.9619	0.9786	0.9304	0.9935	0.9111	0.9727
0.111	4380.0	26280	0.0596	0.9419	0.9615	0.9787	0.9291	0.9939	0.9111	0.9727
0.0067	4383.33	26300	0.0547	0.9428	0.9640	0.9789	0.9359	0.9922	0.9127	0.9730
0.0261	4386.67	26320	0.0554	0.9433	0.9630	0.9792	0.9326	0.9935	0.9132	0.9733
0.0067	4390.0	26340	0.0626	0.9416	0.9615	0.9786	0.9293	0.9937	0.9106	0.9726
0.0097	4393.33	26360	0.0704	0.9408	0.9609	0.9783	0.9281	0.9937	0.9094	0.9722
0.0013	4396.67	26380	0.0586	0.9424	0.9620	0.9788	0.9301	0.9938	0.9118	0.9729
0.0209	4400.0	26400	0.0608	0.9414	0.9620	0.9785	0.9310	0.9931	0.9104	0.9724
0.0209	4403.33	26420	0.0692	0.9413	0.9608	0.9785	0.9273	0.9942	0.9102	0.9725
0.0067	4406.67	26440	0.0611	0.9418	0.9618	0.9786	0.9300	0.9936	0.9110	0.9727
0.0067	4410.0	26460	0.0616	0.9420	0.9620	0.9787	0.9305	0.9935	0.9112	0.9727
0.0067	4413.33	26480	0.0593	0.9420	0.9626	0.9787	0.9322	0.9929	0.9112	0.9727
0.0261	4416.67	26500	0.0584	0.9423	0.9620	0.9788	0.9302	0.9937	0.9116	0.9729
0.1111	4420.0	26520	0.0588	0.9426	0.9627	0.9789	0.9320	0.9933	0.9122	0.9730
0.0097	4423.33	26540	0.0574	0.9424	0.9624	0.9789	0.9313	0.9935	0.9119	0.9729
0.0067	4426.67	26560	0.0597	0.9419	0.9623	0.9786	0.9313	0.9932	0.9111	0.9726
0.0209	4430.0	26580	0.0660	0.9412	0.9612	0.9784	0.9287	0.9937	0.9100	0.9724
0.0104	4433.33	26600	0.0610	0.9419	0.9610	0.9787	0.9275	0.9945	0.9111	0.9728
0.0014	4436.67	26620	0.0495	0.9446	0.9646	0.9796	0.9363	0.9930	0.9154	0.9739
0.021	4440.0	26640	0.0598	0.9418	0.9618	0.9786	0.9299	0.9936	0.9110	0.9727
0.1109	4443.33	26660	0.0587	0.9423	0.9623	0.9788	0.9311	0.9935	0.9118	0.9729
0.1109	4446.67	26680	0.0638	0.9415	0.9612	0.9785	0.9285	0.9939	0.9105	0.9726
0.0067	4450.0	26700	0.0595	0.9422	0.9622	0.9788	0.9309	0.9935	0.9115	0.9728
0.021	4453.33	26720	0.0633	0.9415	0.9616	0.9785	0.9296	0.9935	0.9104	0.9725
0.0261	4456.67	26740	0.0607	0.9423	0.9617	0.9788	0.9294	0.9940	0.9117	0.9729
0.021	4460.0	26760	0.0613	0.9419	0.9616	0.9787	0.9293	0.9939	0.9112	0.9727
0.0013	4463.33	26780	0.0528	0.9437	0.9644	0.9793	0.9361	0.9926	0.9140	0.9735
0.0262	4466.67	26800	0.0572	0.9427	0.9631	0.9789	0.9332	0.9930	0.9125	0.9730
0.0261	4470.0	26820	0.0559	0.9426	0.9622	0.9789	0.9308	0.9937	0.9122	0.9730
0.1109	4473.33	26840	0.0554	0.9429	0.9630	0.9790	0.9327	0.9933	0.9126	0.9731
0.0012	4476.67	26860	0.0541	0.9436	0.9634	0.9793	0.9335	0.9934	0.9138	0.9735
0.0013	4480.0	26880	0.0576	0.9424	0.9622	0.9789	0.9308	0.9936	0.9119	0.9729
0.0066	4483.33	26900	0.0642	0.9414	0.9614	0.9785	0.9292	0.9936	0.9103	0.9724
0.0097	4486.67	26920	0.0523	0.9440	0.9643	0.9794	0.9359	0.9928	0.9144	0.9736
0.1109	4490.0	26940	0.0635	0.9420	0.9615	0.9787	0.9290	0.9940	0.9112	0.9728
0.1109	4493.33	26960	0.0522	0.9444	0.9646	0.9795	0.9365	0.9928	0.9150	0.9738
0.0013	4496.67	26980	0.0592	0.9420	0.9626	0.9787	0.9323	0.9929	0.9113	0.9727
0.1108	4500.0	27000	0.0603	0.9422	0.9619	0.9788	0.9301	0.9937	0.9116	0.9728
0.0261	4503.33	27020	0.0665	0.9415	0.9607	0.9785	0.9271	0.9944	0.9104	0.9726
0.0013	4506.67	27040	0.0581	0.9425	0.9624	0.9789	0.9313	0.9935	0.9121	0.9730
0.1108	4510.0	27060	0.0579	0.9421	0.9622	0.9787	0.9309	0.9934	0.9114	0.9728
0.0261	4513.33	27080	0.0618	0.9413	0.9616	0.9784	0.9299	0.9933	0.9102	0.9724
0.0266	4516.67	27100	0.0626	0.9417	0.9616	0.9786	0.9295	0.9937	0.9108	0.9726
0.0013	4520.0	27120	0.0602	0.9420	0.9619	0.9787	0.9302	0.9936	0.9112	0.9727
0.0013	4523.33	27140	0.0602	0.9419	0.9623	0.9786	0.9316	0.9931	0.9111	0.9726
0.0209	4526.67	27160	0.0725	0.9411	0.9607	0.9784	0.9272	0.9941	0.9098	0.9724
0.026	4530.0	27180	0.0606	0.9420	0.9617	0.9787	0.9298	0.9937	0.9112	0.9727
0.1108	4533.33	27200	0.0564	0.9428	0.9620	0.9790	0.9299	0.9941	0.9125	0.9732
0.0097	4536.67	27220	0.0586	0.9422	0.9623	0.9788	0.9313	0.9933	0.9116	0.9728
0.026	4540.0	27240	0.0633	0.9418	0.9614	0.9786	0.9290	0.9939	0.9109	0.9727
0.021	4543.33	27260	0.0656	0.9415	0.9614	0.9785	0.9290	0.9937	0.9105	0.9725
0.0013	4546.67	27280	0.0576	0.9423	0.9627	0.9788	0.9323	0.9931	0.9118	0.9729
0.0066	4550.0	27300	0.0612	0.9418	0.9616	0.9786	0.9296	0.9937	0.9109	0.9727
0.0212	4553.33	27320	0.0667	0.9412	0.9612	0.9784	0.9287	0.9937	0.9100	0.9724
0.026	4556.67	27340	0.0617	0.9421	0.9615	0.9788	0.9289	0.9941	0.9114	0.9728
0.0209	4560.0	27360	0.0580	0.9425	0.9623	0.9789	0.9309	0.9937	0.9120	0.9730
0.0097	4563.33	27380	0.0652	0.9412	0.9614	0.9784	0.9294	0.9935	0.9101	0.9724
0.0097	4566.67	27400	0.0559	0.9430	0.9634	0.9790	0.9338	0.9929	0.9128	0.9731
0.026	4570.0	27420	0.0634	0.9417	0.9615	0.9786	0.9292	0.9938	0.9108	0.9726
0.0097	4573.33	27440	0.0702	0.9414	0.9607	0.9785	0.9271	0.9943	0.9102	0.9725
0.0097	4576.67	27460	0.0613	0.9417	0.9618	0.9786	0.9302	0.9934	0.9108	0.9726
0.0013	4580.0	27480	0.0588	0.9424	0.9621	0.9788	0.9306	0.9937	0.9118	0.9729
0.0012	4583.33	27500	0.0591	0.9423	0.9620	0.9788	0.9303	0.9938	0.9118	0.9729
0.0209	4586.67	27520	0.0603	0.9423	0.9618	0.9788	0.9296	0.9939	0.9116	0.9729
0.0014	4590.0	27540	0.0575	0.9423	0.9625	0.9788	0.9319	0.9932	0.9117	0.9728
0.0263	4593.33	27560	0.0638	0.9415	0.9617	0.9785	0.9300	0.9934	0.9105	0.9725
0.1112	4596.67	27580	0.0639	0.9417	0.9611	0.9786	0.9280	0.9942	0.9107	0.9726
0.0107	4600.0	27600	0.0604	0.9420	0.9619	0.9787	0.9303	0.9936	0.9112	0.9727
0.0209	4603.33	27620	0.0593	0.9423	0.9620	0.9788	0.9304	0.9937	0.9117	0.9729
0.1168	4606.67	27640	0.0612	0.9423	0.9613	0.9788	0.9283	0.9944	0.9116	0.9729
0.0013	4610.0	27660	0.0597	0.9424	0.9621	0.9788	0.9306	0.9937	0.9118	0.9729
0.026	4613.33	27680	0.0610	0.9419	0.9618	0.9787	0.9301	0.9936	0.9111	0.9727
0.0013	4616.67	27700	0.0622	0.9415	0.9618	0.9785	0.9303	0.9933	0.9105	0.9725
0.0097	4620.0	27720	0.0650	0.9415	0.9614	0.9785	0.9291	0.9937	0.9105	0.9725
0.0263	4623.33	27740	0.0626	0.9418	0.9611	0.9787	0.9280	0.9943	0.9110	0.9727
0.0012	4626.67	27760	0.0623	0.9419	0.9616	0.9787	0.9294	0.9938	0.9111	0.9727
0.0013	4630.0	27780	0.0616	0.9426	0.9625	0.9789	0.9315	0.9935	0.9122	0.9730
0.0099	4633.33	27800	0.0560	0.9428	0.9628	0.9790	0.9322	0.9933	0.9125	0.9731
0.0066	4636.67	27820	0.0571	0.9423	0.9626	0.9788	0.9320	0.9932	0.9118	0.9729
0.0068	4640.0	27840	0.0609	0.9418	0.9617	0.9786	0.9296	0.9937	0.9110	0.9727
0.0226	4643.33	27860	0.0606	0.9419	0.9617	0.9787	0.9297	0.9937	0.9111	0.9727
0.0066	4646.67	27880	0.0561	0.9427	0.9634	0.9789	0.9341	0.9927	0.9124	0.9730
0.0068	4650.0	27900	0.0571	0.9425	0.9620	0.9789	0.9302	0.9939	0.9120	0.9730
0.0097	4653.33	27920	0.0582	0.9424	0.9626	0.9788	0.9319	0.9933	0.9119	0.9729
0.0012	4656.67	27940	0.0635	0.9415	0.9613	0.9785	0.9289	0.9938	0.9105	0.9725
0.026	4660.0	27960	0.0626	0.9416	0.9615	0.9785	0.9293	0.9937	0.9106	0.9726
0.0013	4663.33	27980	0.0590	0.9421	0.9622	0.9787	0.9311	0.9934	0.9114	0.9728
0.0261	4666.67	28000	0.0646	0.9414	0.9612	0.9785	0.9286	0.9938	0.9103	0.9725
0.1108	4670.0	28020	0.0592	0.9420	0.9619	0.9787	0.9302	0.9936	0.9113	0.9728
0.0068	4673.33	28040	0.0640	0.9415	0.9613	0.9785	0.9288	0.9938	0.9105	0.9726
0.0013	4676.67	28060	0.0655	0.9417	0.9611	0.9786	0.9279	0.9942	0.9108	0.9727
0.0209	4680.0	28080	0.0614	0.9418	0.9618	0.9786	0.9299	0.9936	0.9109	0.9726
0.0068	4683.33	28100	0.0648	0.9416	0.9611	0.9786	0.9280	0.9941	0.9106	0.9726
0.0209	4686.67	28120	0.0625	0.9413	0.9619	0.9784	0.9308	0.9930	0.9102	0.9724
0.1165	4690.0	28140	0.0589	0.9422	0.9622	0.9788	0.9310	0.9934	0.9115	0.9728
0.0066	4693.33	28160	0.0644	0.9414	0.9614	0.9785	0.9290	0.9937	0.9103	0.9725
0.0215	4696.67	28180	0.0674	0.9418	0.9609	0.9787	0.9273	0.9945	0.9108	0.9727
0.026	4700.0	28200	0.0649	0.9415	0.9613	0.9785	0.9289	0.9938	0.9105	0.9725
0.0066	4703.33	28220	0.0568	0.9425	0.9632	0.9789	0.9337	0.9927	0.9121	0.9729
0.1108	4706.67	28240	0.0541	0.9434	0.9638	0.9792	0.9347	0.9929	0.9135	0.9733
0.0066	4710.0	28260	0.0589	0.9423	0.9621	0.9788	0.9307	0.9936	0.9117	0.9729
0.026	4713.33	28280	0.0646	0.9416	0.9608	0.9786	0.9271	0.9944	0.9106	0.9726
0.026	4716.67	28300	0.0579	0.9424	0.9622	0.9788	0.9308	0.9936	0.9118	0.9729
0.0097	4720.0	28320	0.0595	0.9418	0.9617	0.9786	0.9297	0.9937	0.9110	0.9727
0.009	4723.33	28340	0.0621	0.9418	0.9615	0.9786	0.9291	0.9939	0.9110	0.9727
0.1109	4726.67	28360	0.0637	0.9417	0.9613	0.9786	0.9286	0.9940	0.9107	0.9726
0.0209	4730.0	28380	0.0637	0.9415	0.9616	0.9785	0.9296	0.9935	0.9105	0.9725
0.0015	4733.33	28400	0.0518	0.9446	0.9648	0.9796	0.9367	0.9928	0.9153	0.9738
0.0209	4736.67	28420	0.0524	0.9436	0.9636	0.9793	0.9340	0.9932	0.9138	0.9735
0.0209	4740.0	28440	0.0585	0.9424	0.9622	0.9789	0.9307	0.9937	0.9119	0.9729
0.0013	4743.33	28460	0.0625	0.9416	0.9615	0.9786	0.9294	0.9937	0.9107	0.9726
0.0281	4746.67	28480	0.0661	0.9419	0.9608	0.9787	0.9271	0.9945	0.9110	0.9728
0.0209	4750.0	28500	0.0626	0.9415	0.9616	0.9785	0.9296	0.9936	0.9106	0.9725
0.026	4753.33	28520	0.0635	0.9418	0.9617	0.9786	0.9298	0.9937	0.9110	0.9727
0.1108	4756.67	28540	0.0586	0.9423	0.9624	0.9788	0.9314	0.9934	0.9117	0.9729
0.0209	4760.0	28560	0.0655	0.9414	0.9612	0.9785	0.9285	0.9938	0.9103	0.9725
0.0264	4763.33	28580	0.0691	0.9413	0.9607	0.9785	0.9272	0.9943	0.9102	0.9725
0.026	4766.67	28600	0.0591	0.9422	0.9620	0.9788	0.9303	0.9937	0.9116	0.9729
0.0209	4770.0	28620	0.0629	0.9417	0.9614	0.9786	0.9288	0.9939	0.9108	0.9726
0.0013	4773.33	28640	0.0531	0.9441	0.9641	0.9795	0.9352	0.9931	0.9146	0.9737
0.01	4776.67	28660	0.0598	0.9422	0.9615	0.9788	0.9289	0.9941	0.9115	0.9729
0.026	4780.0	28680	0.0632	0.9417	0.9615	0.9786	0.9293	0.9937	0.9108	0.9726
0.0066	4783.33	28700	0.0654	0.9418	0.9611	0.9786	0.9279	0.9942	0.9108	0.9727
0.0012	4786.67	28720	0.0581	0.9424	0.9624	0.9788	0.9315	0.9934	0.9119	0.9729
0.0012	4790.0	28740	0.0560	0.9429	0.9629	0.9790	0.9324	0.9934	0.9127	0.9732
0.0262	4793.33	28760	0.0562	0.9433	0.9628	0.9792	0.9318	0.9937	0.9132	0.9733
0.0209	4796.67	28780	0.0567	0.9424	0.9627	0.9788	0.9322	0.9932	0.9120	0.9729
0.026	4800.0	28800	0.0615	0.9419	0.9616	0.9787	0.9292	0.9939	0.9111	0.9727
0.0066	4803.33	28820	0.0647	0.9418	0.9611	0.9787	0.9279	0.9942	0.9109	0.9727
0.0012	4806.67	28840	0.0525	0.9441	0.9641	0.9795	0.9352	0.9931	0.9145	0.9737
0.1107	4810.0	28860	0.0605	0.9420	0.9617	0.9787	0.9295	0.9938	0.9112	0.9728
0.0209	4813.33	28880	0.0584	0.9422	0.9621	0.9788	0.9307	0.9936	0.9116	0.9728
0.0209	4816.67	28900	0.0638	0.9415	0.9615	0.9785	0.9294	0.9936	0.9105	0.9725
0.026	4820.0	28920	0.0613	0.9418	0.9616	0.9786	0.9293	0.9938	0.9110	0.9727
0.0209	4823.33	28940	0.0643	0.9420	0.9617	0.9787	0.9295	0.9939	0.9113	0.9728
0.0068	4826.67	28960	0.0536	0.9437	0.9637	0.9793	0.9342	0.9932	0.9140	0.9735
0.0096	4830.0	28980	0.0577	0.9427	0.9623	0.9790	0.9308	0.9938	0.9123	0.9731
0.026	4833.33	29000	0.0634	0.9417	0.9615	0.9786	0.9292	0.9938	0.9108	0.9726
0.0012	4836.67	29020	0.0638	0.9413	0.9615	0.9785	0.9295	0.9935	0.9103	0.9724
0.021	4840.0	29040	0.0627	0.9416	0.9613	0.9786	0.9288	0.9939	0.9107	0.9726
0.0012	4843.33	29060	0.0597	0.9419	0.9623	0.9786	0.9315	0.9932	0.9112	0.9727
0.026	4846.67	29080	0.0720	0.9414	0.9606	0.9785	0.9269	0.9944	0.9102	0.9725
0.0263	4850.0	29100	0.0606	0.9419	0.9616	0.9787	0.9295	0.9938	0.9111	0.9727
0.0067	4853.33	29120	0.0626	0.9416	0.9615	0.9786	0.9294	0.9937	0.9107	0.9726
0.027	4856.67	29140	0.0680	0.9414	0.9612	0.9785	0.9285	0.9938	0.9103	0.9725
0.1107	4860.0	29160	0.0586	0.9427	0.9627	0.9789	0.9321	0.9933	0.9123	0.9730
0.0012	4863.33	29180	0.0530	0.9442	0.9643	0.9795	0.9357	0.9929	0.9147	0.9737
0.026	4866.67	29200	0.0618	0.9421	0.9615	0.9787	0.9289	0.9941	0.9113	0.9728
0.0013	4870.0	29220	0.0627	0.9416	0.9618	0.9786	0.9301	0.9934	0.9107	0.9726
0.011	4873.33	29240	0.0567	0.9427	0.9624	0.9790	0.9313	0.9936	0.9123	0.9731
0.0096	4876.67	29260	0.0596	0.9422	0.9624	0.9788	0.9314	0.9933	0.9116	0.9728
0.0209	4880.0	29280	0.0610	0.9422	0.9618	0.9788	0.9299	0.9938	0.9115	0.9728
0.0096	4883.33	29300	0.0660	0.9417	0.9612	0.9786	0.9282	0.9941	0.9108	0.9727
0.0096	4886.67	29320	0.0646	0.9413	0.9618	0.9784	0.9303	0.9932	0.9102	0.9724
0.0099	4890.0	29340	0.0634	0.9417	0.9616	0.9786	0.9295	0.9937	0.9108	0.9726
0.1107	4893.33	29360	0.0541	0.9437	0.9639	0.9793	0.9349	0.9929	0.9139	0.9735
0.026	4896.67	29380	0.0604	0.9423	0.9620	0.9788	0.9301	0.9938	0.9117	0.9729
0.0263	4900.0	29400	0.0619	0.9420	0.9615	0.9787	0.9290	0.9940	0.9113	0.9728
0.026	4903.33	29420	0.0655	0.9418	0.9610	0.9787	0.9275	0.9944	0.9109	0.9727
0.0208	4906.67	29440	0.0642	0.9418	0.9613	0.9787	0.9285	0.9941	0.9109	0.9727
0.0012	4910.0	29460	0.0594	0.9423	0.9622	0.9788	0.9310	0.9935	0.9117	0.9729
0.0096	4913.33	29480	0.0658	0.9416	0.9612	0.9786	0.9285	0.9939	0.9106	0.9726
0.0066	4916.67	29500	0.0497	0.9453	0.9649	0.9799	0.9365	0.9933	0.9164	0.9742
0.0215	4920.0	29520	0.0600	0.9422	0.9618	0.9788	0.9298	0.9939	0.9115	0.9729
0.0066	4923.33	29540	0.0643	0.9415	0.9616	0.9785	0.9296	0.9936	0.9105	0.9725
0.0012	4926.67	29560	0.0626	0.9417	0.9617	0.9786	0.9297	0.9936	0.9108	0.9726
0.0097	4930.0	29580	0.0611	0.9422	0.9620	0.9788	0.9304	0.9936	0.9115	0.9728
0.0084	4933.33	29600	0.0535	0.9438	0.9635	0.9794	0.9335	0.9935	0.9141	0.9736
0.0066	4936.67	29620	0.0548	0.9433	0.9633	0.9792	0.9334	0.9932	0.9133	0.9733
0.0107	4940.0	29640	0.0583	0.9422	0.9622	0.9788	0.9308	0.9935	0.9116	0.9728
0.0013	4943.33	29660	0.0604	0.9417	0.9620	0.9786	0.9307	0.9933	0.9109	0.9726
0.0014	4946.67	29680	0.0596	0.9421	0.9618	0.9787	0.9299	0.9937	0.9114	0.9728
0.0013	4950.0	29700	0.0596	0.9421	0.9620	0.9787	0.9305	0.9936	0.9114	0.9728
0.026	4953.33	29720	0.0625	0.9418	0.9613	0.9786	0.9286	0.9940	0.9109	0.9727
0.0013	4956.67	29740	0.0581	0.9426	0.9628	0.9789	0.9325	0.9932	0.9123	0.9730
0.0087	4960.0	29760	0.0549	0.9437	0.9629	0.9794	0.9320	0.9939	0.9139	0.9736
0.0013	4963.33	29780	0.0566	0.9428	0.9629	0.9790	0.9326	0.9932	0.9125	0.9731
0.1117	4966.67	29800	0.0568	0.9432	0.9627	0.9791	0.9317	0.9937	0.9131	0.9733
0.011	4970.0	29820	0.0564	0.9424	0.9623	0.9789	0.9310	0.9936	0.9119	0.9729
0.1108	4973.33	29840	0.0556	0.9430	0.9628	0.9791	0.9322	0.9935	0.9129	0.9732
0.1107	4976.67	29860	0.0558	0.9431	0.9630	0.9791	0.9327	0.9934	0.9130	0.9732
0.0208	4980.0	29880	0.0601	0.9421	0.9622	0.9787	0.9309	0.9934	0.9115	0.9728
0.0066	4983.33	29900	0.0554	0.9431	0.9632	0.9791	0.9331	0.9932	0.9130	0.9732
0.0209	4986.67	29920	0.0627	0.9420	0.9613	0.9787	0.9286	0.9941	0.9112	0.9728
0.01	4990.0	29940	0.0583	0.9422	0.9622	0.9788	0.9308	0.9935	0.9115	0.9728
0.0096	4993.33	29960	0.0605	0.9418	0.9623	0.9786	0.9314	0.9931	0.9110	0.9726
0.0013	4996.67	29980	0.0635	0.9414	0.9616	0.9785	0.9299	0.9934	0.9104	0.9725
0.0096	5000.0	30000	0.0652	0.9415	0.9614	0.9785	0.9290	0.9937	0.9104	0.9725

Framework versions

• Transformers 4.35.0
• Pytorch 2.1.0+cpu
• Datasets 2.15.0
• Tokenizers 0.14.1