VersaPRM_rewriteaug

This model is a fine-tuned version of Daewon0808/prm800k_llama_fulltune on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.2986
• Prm accuracy: 0.8889
• Prm precision: 0.8908
• Prm recall: 0.9907
• Prm specificty: 0.3158
• Prm npv: 0.8571
• Prm f1: 0.9381
• Prm f1 neg: 0.4615
• Prm f1 auc: 0.9078

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: 0.0001
• train_batch_size: 2
• eval_batch_size: 4
• seed: 908932403
• distributed_type: multi-GPU
• num_devices: 8
• gradient_accumulation_steps: 2
• total_train_batch_size: 32
• total_eval_batch_size: 32
• optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Prm accuracy	Prm precision	Prm recall	Prm specificty	Prm npv	Prm f1	Prm f1 neg	Prm f1 auc
No log	0	0	0.3536	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.8195
0.3984	0.0010	5	0.3542	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.8200
0.3619	0.0020	10	0.3538	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.8192
0.3639	0.0030	15	0.3536	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.8180
0.3644	0.0040	20	0.3527	0.8333	0.8707	0.9439	0.2105	0.4	0.9058	0.2759	0.8205
0.4227	0.0050	25	0.3498	0.8413	0.8718	0.9533	0.2105	0.4444	0.9107	0.2857	0.8224
0.3651	0.0060	30	0.3474	0.8413	0.8718	0.9533	0.2105	0.4444	0.9107	0.2857	0.8242
0.338	0.0069	35	0.3482	0.8492	0.8667	0.9720	0.1579	0.5	0.9163	0.24	0.8234
0.4438	0.0079	40	0.3634	0.8492	0.8667	0.9720	0.1579	0.5	0.9163	0.24	0.8283
0.2651	0.0089	45	0.3839	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8374
0.2973	0.0099	50	0.3921	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.8424
0.2325	0.0109	55	0.3677	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8522
0.2726	0.0119	60	0.3430	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8544
0.3342	0.0129	65	0.3299	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8537
0.3182	0.0139	70	0.3235	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8542
0.2403	0.0149	75	0.3213	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8576
0.373	0.0159	80	0.3208	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8615
0.2203	0.0169	85	0.3239	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8633
0.2795	0.0179	90	0.3184	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8672
0.3327	0.0189	95	0.3016	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8697
0.1968	0.0198	100	0.2878	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8697
0.22	0.0208	105	0.2863	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8728
0.1472	0.0218	110	0.2931	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8726
0.3445	0.0228	115	0.3005	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8687
0.2464	0.0238	120	0.3066	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8687
0.3239	0.0248	125	0.2981	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8660
0.1743	0.0258	130	0.2872	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8650
0.236	0.0268	135	0.2922	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8615
0.278	0.0278	140	0.3036	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8630
0.3509	0.0288	145	0.2900	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.8623
0.3033	0.0298	150	0.2937	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.8588
0.2492	0.0308	155	0.2989	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.8598
0.3886	0.0317	160	0.3019	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.8564
0.3413	0.0327	165	0.3073	0.8413	0.8718	0.9533	0.2105	0.4444	0.9107	0.2857	0.8537
0.3291	0.0337	170	0.3048	0.8492	0.8860	0.9439	0.3158	0.5	0.9140	0.3871	0.8478
0.2148	0.0347	175	0.3034	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8483
0.2587	0.0357	180	0.3172	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8475
0.2371	0.0367	185	0.3050	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.8411
0.3075	0.0377	190	0.2976	0.8492	0.8929	0.9346	0.3684	0.5	0.9132	0.4242	0.8416
0.2312	0.0387	195	0.3163	0.8492	0.8607	0.9813	0.1053	0.5	0.9170	0.1739	0.8492
0.274	0.0397	200	0.3273	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.8458
0.1322	0.0407	205	0.2967	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8448
0.2137	0.0417	210	0.3220	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.8495
0.269	0.0427	215	0.3379	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.8554
0.1637	0.0437	220	0.3131	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8539
0.2365	0.0446	225	0.3031	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.8505
0.2411	0.0456	230	0.3524	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8517
0.173	0.0466	235	0.3781	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.8421
0.4431	0.0476	240	0.3362	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8330
0.3366	0.0486	245	0.3100	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8409
0.369	0.0496	250	0.3122	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8441
0.2011	0.0506	255	0.3211	0.8492	0.8667	0.9720	0.1579	0.5	0.9163	0.24	0.8453
0.3189	0.0516	260	0.3304	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8512
0.2282	0.0526	265	0.3139	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8537
0.3364	0.0536	270	0.3093	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8549
0.275	0.0546	275	0.3003	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8581
0.2315	0.0556	280	0.3114	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8598
0.2494	0.0566	285	0.3009	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8574
0.1674	0.0575	290	0.2972	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8561
0.265	0.0585	295	0.2903	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.8574
0.2282	0.0595	300	0.2950	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.8537
0.2253	0.0605	305	0.3096	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8500
0.2358	0.0615	310	0.3285	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8419
0.2499	0.0625	315	0.3200	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.8364
0.2777	0.0635	320	0.3251	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.8305
0.2385	0.0645	325	0.3214	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.8377
0.2196	0.0655	330	0.3126	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.8369
0.194	0.0665	335	0.3116	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8401
0.2558	0.0675	340	0.3262	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.8416
0.2167	0.0685	345	0.3395	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.8473
0.1498	0.0695	350	0.3272	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.8453
0.1681	0.0704	355	0.3144	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.8490
0.2585	0.0714	360	0.3216	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.8468
0.2099	0.0724	365	0.3112	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.8517
0.3121	0.0734	370	0.3073	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.8574
0.3208	0.0744	375	0.3029	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.8613
0.2581	0.0754	380	0.2970	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8667
0.2021	0.0764	385	0.2938	0.8492	0.8793	0.9533	0.2632	0.5	0.9148	0.3448	0.8697
0.2491	0.0774	390	0.2991	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.8753
0.2512	0.0784	395	0.2992	0.8492	0.8667	0.9720	0.1579	0.5	0.9163	0.24	0.8760
0.1241	0.0794	400	0.2991	0.8492	0.8667	0.9720	0.1579	0.5	0.9163	0.24	0.8788
0.3403	0.0804	405	0.3543	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.8822
0.1632	0.0814	410	0.2993	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8780
0.1349	0.0823	415	0.3070	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8765
0.184	0.0833	420	0.3350	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8706
0.1895	0.0843	425	0.3362	0.8492	0.8860	0.9439	0.3158	0.5	0.9140	0.3871	0.8677
0.2496	0.0853	430	0.3359	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.8596
0.2792	0.0863	435	0.3099	0.8413	0.8991	0.9159	0.4211	0.4706	0.9074	0.4444	0.8596
0.2761	0.0873	440	0.3276	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8603
0.1846	0.0883	445	0.3077	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8642
0.1496	0.0893	450	0.2982	0.8730	0.8699	1.0	0.1579	1.0	0.9304	0.2727	0.8652
0.2464	0.0903	455	0.2865	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8669
0.1833	0.0913	460	0.3232	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.8679
0.0947	0.0923	465	0.3126	0.8730	0.8699	1.0	0.1579	1.0	0.9304	0.2727	0.8640
0.2275	0.0933	470	0.2818	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.8669
0.2182	0.0943	475	0.2844	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8733
0.2089	0.0952	480	0.3281	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.8783
0.2769	0.0962	485	0.2801	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8812
0.2857	0.0972	490	0.2785	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.8760
0.2411	0.0982	495	0.2916	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8733
0.1865	0.0992	500	0.3395	0.8810	0.8770	1.0	0.2105	1.0	0.9345	0.3478	0.8748
0.3538	0.1002	505	0.3366	0.8730	0.8699	1.0	0.1579	1.0	0.9304	0.2727	0.8709
0.1732	0.1012	510	0.2842	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.8633
0.2829	0.1022	515	0.3331	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8618
0.2056	0.1032	520	0.2996	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8655
0.3682	0.1042	525	0.2788	0.8492	0.8929	0.9346	0.3684	0.5	0.9132	0.4242	0.8706
0.2116	0.1052	530	0.2820	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8748
0.2065	0.1062	535	0.3134	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8733
0.2164	0.1072	540	0.3015	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.8655
0.1692	0.1081	545	0.3137	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.8640
0.2504	0.1091	550	0.3413	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8591
0.168	0.1101	555	0.3123	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8583
0.2819	0.1111	560	0.2855	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.8561
0.2525	0.1121	565	0.3129	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8635
0.1882	0.1131	570	0.2868	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8640
0.2131	0.1141	575	0.2875	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.8714
0.1373	0.1151	580	0.3143	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.8728
0.2636	0.1161	585	0.2907	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.8751
0.2298	0.1171	590	0.2892	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.8758
0.3168	0.1181	595	0.3158	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8753
0.2449	0.1191	600	0.2834	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.8714
0.3205	0.1201	605	0.2952	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.8711
0.2726	0.1210	610	0.3077	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8726
0.1703	0.1220	615	0.3076	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.8687
0.3583	0.1230	620	0.3512	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.8733
0.1386	0.1240	625	0.3399	0.8492	0.8793	0.9533	0.2632	0.5	0.9148	0.3448	0.8768
0.2182	0.1250	630	0.2998	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.8805
0.2156	0.1260	635	0.2891	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.8822
0.223	0.1270	640	0.3410	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.8891
0.3322	0.1280	645	0.3031	0.8889	0.8843	1.0	0.2632	1.0	0.9386	0.4167	0.8795
0.2792	0.1290	650	0.2813	0.8492	0.8793	0.9533	0.2632	0.5	0.9148	0.3448	0.8788
0.2593	0.1300	655	0.3347	0.8730	0.8699	1.0	0.1579	1.0	0.9304	0.2727	0.8847
0.2618	0.1310	660	0.3120	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8805
0.1537	0.1320	665	0.3012	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.8864
0.4036	0.1329	670	0.3280	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.8891
0.2063	0.1339	675	0.3059	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.8800
0.1827	0.1349	680	0.3655	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8768
0.1918	0.1359	685	0.3479	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8756
0.1661	0.1369	690	0.3037	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.8726
0.1215	0.1379	695	0.3389	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8721
0.1857	0.1389	700	0.3179	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.8677
0.2525	0.1399	705	0.3072	0.8492	0.9	0.9252	0.4211	0.5	0.9124	0.4571	0.8652
0.3004	0.1409	710	0.2965	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.8709
0.217	0.1419	715	0.2965	0.8492	0.8793	0.9533	0.2632	0.5	0.9148	0.3448	0.8765
0.346	0.1429	720	0.2960	0.8492	0.8793	0.9533	0.2632	0.5	0.9148	0.3448	0.8765
0.2286	0.1439	725	0.3054	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8790
0.1516	0.1449	730	0.3171	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8800
0.1406	0.1458	735	0.3295	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8891
0.2691	0.1468	740	0.2848	0.8492	0.8860	0.9439	0.3158	0.5	0.9140	0.3871	0.8883
0.2089	0.1478	745	0.3076	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8861
0.3155	0.1488	750	0.3022	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8837
0.2367	0.1498	755	0.2947	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.8886
0.1974	0.1508	760	0.3145	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8861
0.2257	0.1518	765	0.3014	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.8854
0.1392	0.1528	770	0.3342	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8849
0.2274	0.1538	775	0.3701	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8827
0.1989	0.1548	780	0.3334	0.8571	0.8739	0.9720	0.2105	0.5714	0.9204	0.3077	0.8790
0.4064	0.1558	785	0.3005	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.8815
0.184	0.1568	790	0.2838	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.8832
0.3689	0.1578	795	0.3190	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8871
0.1269	0.1587	800	0.3198	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8908
0.1633	0.1597	805	0.2998	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8918
0.2365	0.1607	810	0.2984	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8874
0.1614	0.1617	815	0.3389	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8871
0.2731	0.1627	820	0.3300	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8901
0.1976	0.1637	825	0.2892	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8871
0.1472	0.1647	830	0.3096	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8898
0.1737	0.1657	835	0.3128	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8847
0.1645	0.1667	840	0.3543	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8819
0.233	0.1677	845	0.3124	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8925
0.2452	0.1687	850	0.2796	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.8933
0.1561	0.1697	855	0.3153	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8940
0.3386	0.1707	860	0.3143	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8915
0.1601	0.1716	865	0.2657	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8903
0.1067	0.1726	870	0.2780	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8876
0.3154	0.1736	875	0.2813	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8834
0.2532	0.1746	880	0.2764	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8753
0.2704	0.1756	885	0.3053	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8842
0.315	0.1766	890	0.3050	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8817
0.2014	0.1776	895	0.3496	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8893
0.1679	0.1786	900	0.2869	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8992
0.1664	0.1796	905	0.2809	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9046
0.1977	0.1806	910	0.2765	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9068
0.1752	0.1816	915	0.2768	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9110
0.2534	0.1826	920	0.2704	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9080
0.089	0.1835	925	0.2538	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.9033
0.2097	0.1845	930	0.2814	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.9033
0.2418	0.1855	935	0.3013	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9041
0.1382	0.1865	940	0.3317	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9024
0.2625	0.1875	945	0.2933	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9016
0.191	0.1885	950	0.2863	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9068
0.12	0.1895	955	0.2954	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8994
0.2604	0.1905	960	0.3346	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.9009
0.157	0.1915	965	0.3060	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9026
0.2578	0.1925	970	0.2657	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.8999
0.2961	0.1935	975	0.2797	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8925
0.1446	0.1945	980	0.2950	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8849
0.239	0.1955	985	0.2853	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8901
0.1886	0.1964	990	0.2687	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8979
0.1397	0.1974	995	0.2903	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9033
0.187	0.1984	1000	0.3522	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.9026
0.1595	0.1994	1005	0.2968	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8984
0.1126	0.2004	1010	0.3218	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8910
0.2691	0.2014	1015	0.3081	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8972
0.1736	0.2024	1020	0.2686	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8997
0.1738	0.2034	1025	0.3028	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9021
0.2914	0.2044	1030	0.2975	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8989
0.2518	0.2054	1035	0.2989	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8982
0.3013	0.2064	1040	0.3143	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8947
0.273	0.2074	1045	0.3297	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8933
0.2399	0.2084	1050	0.3203	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8987
0.2502	0.2093	1055	0.2862	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9036
0.3484	0.2103	1060	0.2572	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9051
0.2889	0.2113	1065	0.3025	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9001
0.3078	0.2123	1070	0.3142	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8979
0.4941	0.2133	1075	0.3232	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8999
0.2538	0.2143	1080	0.2979	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.8982
0.2399	0.2153	1085	0.4025	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.8977
0.2081	0.2163	1090	0.3459	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8935
0.184	0.2173	1095	0.2928	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9009
0.211	0.2183	1100	0.2655	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9112
0.2195	0.2193	1105	0.2538	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.9117
0.2158	0.2203	1110	0.2651	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.9166
0.1904	0.2213	1115	0.3396	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9117
0.1949	0.2222	1120	0.3133	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8997
0.3649	0.2232	1125	0.2846	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8962
0.1844	0.2242	1130	0.2606	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.8945
0.1825	0.2252	1135	0.2725	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9080
0.2266	0.2262	1140	0.2784	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9058
0.1835	0.2272	1145	0.2959	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8997
0.1748	0.2282	1150	0.2987	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8896
0.311	0.2292	1155	0.3140	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8847
0.2541	0.2302	1160	0.3365	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8854
0.3015	0.2312	1165	0.2666	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.8913
0.193	0.2322	1170	0.2853	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8957
0.2253	0.2332	1175	0.3504	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.8896
0.1855	0.2342	1180	0.2901	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8928
0.1513	0.2351	1185	0.2732	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.8974
0.2494	0.2361	1190	0.3646	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.9011
0.1162	0.2371	1195	0.2799	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.8984
0.2085	0.2381	1200	0.2956	0.8413	0.8595	0.9720	0.1053	0.4	0.9123	0.1667	0.8952
0.2794	0.2391	1205	0.2972	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.8992
0.1458	0.2401	1210	0.2708	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9026
0.1508	0.2411	1215	0.2678	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.9110
0.072	0.2421	1220	0.3141	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.9105
0.2478	0.2431	1225	0.3110	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.9147
0.1661	0.2441	1230	0.2682	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9144
0.1269	0.2451	1235	0.2748	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.9117
0.141	0.2461	1240	0.2864	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9065
0.1949	0.2470	1245	0.3064	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9041
0.247	0.2480	1250	0.2565	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.8977
0.2185	0.2490	1255	0.2529	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.9016
0.1062	0.2500	1260	0.3160	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.9053
0.18	0.2510	1265	0.3058	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9078
0.2392	0.2520	1270	0.2482	0.8968	0.9273	0.9533	0.5789	0.6875	0.9401	0.6286	0.9139
0.1763	0.2530	1275	0.3188	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.9152
0.1579	0.2540	1280	0.2852	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.9132
0.1356	0.2550	1285	0.2573	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9112
0.1176	0.2560	1290	0.2861	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9105
0.0812	0.2570	1295	0.2851	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9051
0.2331	0.2580	1300	0.2862	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9024
0.2133	0.2590	1305	0.2603	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9006
0.1752	0.2599	1310	0.2529	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9075
0.2294	0.2609	1315	0.2737	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.9092
0.1716	0.2619	1320	0.2488	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.9120
0.2163	0.2629	1325	0.2460	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.9161
0.1539	0.2639	1330	0.2403	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9193
0.2389	0.2649	1335	0.2467	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.9169
0.2201	0.2659	1340	0.2549	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9115
0.2308	0.2669	1345	0.2758	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9065
0.1936	0.2679	1350	0.2948	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9041
0.1696	0.2689	1355	0.2595	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9038
0.206	0.2699	1360	0.2587	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.9046
0.1845	0.2709	1365	0.2541	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9100
0.2323	0.2719	1370	0.2639	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9169
0.2462	0.2728	1375	0.3226	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.9203
0.2336	0.2738	1380	0.2523	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.9154
0.1273	0.2748	1385	0.2495	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9201
0.1364	0.2758	1390	0.2488	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9201
0.1865	0.2768	1395	0.2321	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.9235
0.2088	0.2778	1400	0.2298	0.9048	0.9204	0.9720	0.5263	0.7692	0.9455	0.625	0.9206
0.211	0.2788	1405	0.2520	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9166
0.0913	0.2798	1410	0.2556	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9124
0.1489	0.2808	1415	0.2420	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9122
0.2085	0.2818	1420	0.2404	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.9115
0.1507	0.2828	1425	0.2382	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.9102
0.129	0.2838	1430	0.2703	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.9092
0.2367	0.2848	1435	0.2935	0.8730	0.8699	1.0	0.1579	1.0	0.9304	0.2727	0.9102
0.1221	0.2857	1440	0.2668	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9124
0.1519	0.2867	1445	0.2572	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9117
0.2542	0.2877	1450	0.2471	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.9085
0.1001	0.2887	1455	0.2617	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.9065
0.1637	0.2897	1460	0.2836	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9031
0.19	0.2907	1465	0.2704	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9021
0.1612	0.2917	1470	0.2836	0.8810	0.8770	1.0	0.2105	1.0	0.9345	0.3478	0.9043
0.1349	0.2927	1475	0.2894	0.8810	0.8770	1.0	0.2105	1.0	0.9345	0.3478	0.9085
0.2699	0.2937	1480	0.2440	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9097
0.1851	0.2947	1485	0.2402	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9100
0.2039	0.2957	1490	0.2633	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9092
0.1385	0.2967	1495	0.2828	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9073
0.1693	0.2976	1500	0.2570	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9011
0.2967	0.2986	1505	0.2571	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8952
0.2044	0.2996	1510	0.2776	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8930
0.1458	0.3006	1515	0.2821	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.8947
0.1854	0.3016	1520	0.2706	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8987
0.2217	0.3026	1525	0.2575	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.9031
0.2065	0.3036	1530	0.2714	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9068
0.2669	0.3046	1535	0.2639	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9083
0.1743	0.3056	1540	0.2572	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9075
0.1559	0.3066	1545	0.2653	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9110
0.1306	0.3076	1550	0.2699	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9085
0.1545	0.3086	1555	0.2659	0.9048	0.9204	0.9720	0.5263	0.7692	0.9455	0.625	0.9107
0.1679	0.3096	1560	0.2825	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9056
0.2249	0.3105	1565	0.2770	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.9016
0.1804	0.3115	1570	0.2629	0.9048	0.9279	0.9626	0.5789	0.7333	0.9450	0.6471	0.9024
0.2267	0.3125	1575	0.2743	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.8960
0.1571	0.3135	1580	0.2910	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8960
0.1445	0.3145	1585	0.2893	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8930
0.1401	0.3155	1590	0.2758	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8952
0.2179	0.3165	1595	0.2637	0.8730	0.9174	0.9346	0.5263	0.5882	0.9259	0.5556	0.8888
0.1549	0.3175	1600	0.2705	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.8893
0.1743	0.3185	1605	0.2998	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.8933
0.1946	0.3195	1610	0.3091	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8955
0.1196	0.3205	1615	0.2729	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.8977
0.2257	0.3215	1620	0.2657	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.8965
0.24	0.3225	1625	0.2671	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.8859
0.0955	0.3234	1630	0.2824	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.8861
0.3207	0.3244	1635	0.3057	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.8876
0.3162	0.3254	1640	0.2787	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.8856
0.1743	0.3264	1645	0.2729	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.8861
0.1958	0.3274	1650	0.2832	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.8874
0.1699	0.3284	1655	0.2760	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.8933
0.1218	0.3294	1660	0.3216	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8992
0.2593	0.3304	1665	0.3621	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.8982
0.1901	0.3314	1670	0.2972	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9021
0.1786	0.3324	1675	0.2884	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.9036
0.1567	0.3334	1680	0.3311	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.9115
0.1406	0.3344	1685	0.3231	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.9102
0.1734	0.3354	1690	0.2870	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.9092
0.2376	0.3363	1695	0.2715	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.9041
0.2964	0.3373	1700	0.2883	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.9011
0.1122	0.3383	1705	0.3127	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9036
0.1266	0.3393	1710	0.2910	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.9009
0.2918	0.3403	1715	0.2820	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.8984
0.1189	0.3413	1720	0.3013	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9009
0.1222	0.3423	1725	0.3632	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8984
0.1384	0.3433	1730	0.3082	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9021
0.0937	0.3443	1735	0.3042	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9043
0.1026	0.3453	1740	0.3026	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9033
0.2518	0.3463	1745	0.2878	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.8987
0.1583	0.3473	1750	0.2769	0.8492	0.9	0.9252	0.4211	0.5	0.9124	0.4571	0.8972
0.2194	0.3482	1755	0.2915	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.9048
0.1024	0.3492	1760	0.3115	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9051
0.2094	0.3502	1765	0.2905	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.9061
0.1381	0.3512	1770	0.2929	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9085
0.2438	0.3522	1775	0.3042	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9024
0.161	0.3532	1780	0.2879	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8957
0.1926	0.3542	1785	0.2733	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.8952
0.2024	0.3552	1790	0.2997	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8925
0.1461	0.3562	1795	0.3188	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8952
0.2284	0.3572	1800	0.3103	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.8982
0.2224	0.3582	1805	0.3086	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8952
0.1762	0.3592	1810	0.3012	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8979
0.0881	0.3602	1815	0.2900	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8982
0.1206	0.3611	1820	0.2737	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.9014
0.2806	0.3621	1825	0.2948	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9031
0.1775	0.3631	1830	0.2862	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9058
0.2402	0.3641	1835	0.2759	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9063
0.1742	0.3651	1840	0.2727	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9046
0.1547	0.3661	1845	0.2814	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9056
0.1445	0.3671	1850	0.2848	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9105
0.2593	0.3681	1855	0.2783	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9147
0.2616	0.3691	1860	0.2502	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.9191
0.2789	0.3701	1865	0.2509	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.9208
0.1332	0.3711	1870	0.2583	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9201
0.1578	0.3721	1875	0.2888	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9152
0.2942	0.3731	1880	0.2655	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9203
0.2149	0.3740	1885	0.2480	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.9213
0.145	0.3750	1890	0.2607	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9240
0.2	0.3760	1895	0.2417	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.9208
0.2034	0.3770	1900	0.2351	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.9183
0.123	0.3780	1905	0.2354	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.9122
0.1951	0.3790	1910	0.2847	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9085
0.1759	0.3800	1915	0.2690	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9048
0.2089	0.3810	1920	0.2444	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.9124
0.2747	0.3820	1925	0.2359	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.9164
0.193	0.3830	1930	0.2544	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.9201
0.1739	0.3840	1935	0.2618	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.9228
0.0866	0.3850	1940	0.2369	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.9215
0.1388	0.3860	1945	0.2330	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.9198
0.1594	0.3869	1950	0.2410	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.9181
0.1151	0.3879	1955	0.2487	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9166
0.1194	0.3889	1960	0.2495	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9191
0.1599	0.3899	1965	0.2389	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.9174
0.1521	0.3909	1970	0.2464	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.9213
0.2187	0.3919	1975	0.2469	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.9220
0.1737	0.3929	1980	0.2442	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.9292
0.1909	0.3939	1985	0.2417	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.9299
0.0789	0.3949	1990	0.2390	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.9319
0.1725	0.3959	1995	0.2345	0.8889	0.9189	0.9533	0.5263	0.6667	0.9358	0.5882	0.9314
0.1437	0.3969	2000	0.2396	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.9358
0.2649	0.3979	2005	0.2469	0.9127	0.9138	0.9907	0.4737	0.9	0.9507	0.6207	0.9324
0.1319	0.3988	2010	0.2350	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.9324
0.142	0.3998	2015	0.2356	0.8968	0.9196	0.9626	0.5263	0.7143	0.9406	0.6061	0.9314
0.1369	0.4008	2020	0.2273	0.8968	0.9196	0.9626	0.5263	0.7143	0.9406	0.6061	0.9319
0.1835	0.4018	2025	0.2297	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.9358
0.1469	0.4028	2030	0.2427	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9353
0.2465	0.4038	2035	0.2251	0.9048	0.9204	0.9720	0.5263	0.7692	0.9455	0.625	0.9341
0.1367	0.4048	2040	0.2254	0.8968	0.9196	0.9626	0.5263	0.7143	0.9406	0.6061	0.9282
0.1123	0.4058	2045	0.2253	0.8968	0.9196	0.9626	0.5263	0.7143	0.9406	0.6061	0.9282
0.1875	0.4068	2050	0.2423	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.9267
0.1271	0.4078	2055	0.2353	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.9262
0.1537	0.4088	2060	0.2329	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.9225
0.1079	0.4098	2065	0.2407	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9247
0.1429	0.4108	2070	0.2752	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9225
0.2312	0.4117	2075	0.3018	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9213
0.1904	0.4127	2080	0.2488	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9171
0.1627	0.4137	2085	0.2435	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.9122
0.2536	0.4147	2090	0.2528	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.9117
0.1784	0.4157	2095	0.2868	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9159
0.1172	0.4167	2100	0.2639	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9176
0.1454	0.4177	2105	0.2529	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9198
0.1326	0.4187	2110	0.2480	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.9193
0.1661	0.4197	2115	0.2666	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9201
0.1936	0.4207	2120	0.2811	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9152
0.1789	0.4217	2125	0.2692	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.9137
0.1443	0.4227	2130	0.2633	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.9132
0.1174	0.4237	2135	0.2726	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.9193
0.1499	0.4246	2140	0.2773	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9230
0.1547	0.4256	2145	0.2629	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9201
0.1093	0.4266	2150	0.2584	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9213
0.2166	0.4276	2155	0.2568	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9213
0.1766	0.4286	2160	0.2683	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9110
0.2115	0.4296	2165	0.2640	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9120
0.1489	0.4306	2170	0.2550	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.9107
0.173	0.4316	2175	0.2568	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.9092
0.1195	0.4326	2180	0.2716	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9105
0.1477	0.4336	2185	0.2983	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9144
0.2087	0.4346	2190	0.2793	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9152
0.2691	0.4356	2195	0.2501	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.9174
0.2652	0.4366	2200	0.2687	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9152
0.2644	0.4375	2205	0.2867	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9102
0.076	0.4385	2210	0.2766	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9078
0.1575	0.4395	2215	0.2718	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9063
0.1677	0.4405	2220	0.2550	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9075
0.1326	0.4415	2225	0.2499	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9092
0.1503	0.4425	2230	0.2622	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9073
0.1371	0.4435	2235	0.2813	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9063
0.159	0.4445	2240	0.2790	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9097
0.1623	0.4455	2245	0.2803	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9070
0.1844	0.4465	2250	0.2597	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9092
0.1667	0.4475	2255	0.2598	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9107
0.1334	0.4485	2260	0.2641	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9120
0.1566	0.4494	2265	0.2518	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9196
0.2054	0.4504	2270	0.2461	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9201
0.203	0.4514	2275	0.2653	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9188
0.2019	0.4524	2280	0.2708	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9161
0.1799	0.4534	2285	0.2688	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9122
0.1787	0.4544	2290	0.2691	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9124
0.1093	0.4554	2295	0.2652	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9112
0.2097	0.4564	2300	0.2719	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9078
0.1804	0.4574	2305	0.3102	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9046
0.1764	0.4584	2310	0.3253	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9016
0.267	0.4594	2315	0.3307	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9043
0.1199	0.4604	2320	0.2915	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9080
0.1669	0.4614	2325	0.2593	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.9100
0.1508	0.4623	2330	0.2650	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9132
0.2158	0.4633	2335	0.2605	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9161
0.1856	0.4643	2340	0.2498	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.9166
0.1869	0.4653	2345	0.2542	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9174
0.1376	0.4663	2350	0.2880	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9166
0.1848	0.4673	2355	0.2915	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9179
0.1019	0.4683	2360	0.2678	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9196
0.1843	0.4693	2365	0.2892	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9206
0.1307	0.4703	2370	0.2988	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9188
0.1314	0.4713	2375	0.2885	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9188
0.2023	0.4723	2380	0.2820	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9159
0.1829	0.4733	2385	0.2620	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9100
0.1975	0.4743	2390	0.2682	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9102
0.1369	0.4752	2395	0.2641	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9102
0.1949	0.4762	2400	0.2564	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9110
0.1318	0.4772	2405	0.2722	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9075
0.1611	0.4782	2410	0.2780	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9068
0.1848	0.4792	2415	0.2788	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9097
0.1038	0.4802	2420	0.2783	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9068
0.183	0.4812	2425	0.2792	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9041
0.2462	0.4822	2430	0.2891	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8992
0.1171	0.4832	2435	0.3114	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8992
0.1247	0.4842	2440	0.3335	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8977
0.1901	0.4852	2445	0.3021	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8940
0.1138	0.4862	2450	0.2932	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8925
0.2017	0.4872	2455	0.2881	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8940
0.1209	0.4881	2460	0.2858	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8918
0.2391	0.4891	2465	0.2833	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8945
0.1578	0.4901	2470	0.2812	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8952
0.2071	0.4911	2475	0.2774	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8982
0.25	0.4921	2480	0.2930	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8997
0.1141	0.4931	2485	0.2931	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8945
0.2077	0.4941	2490	0.2869	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.8933
0.0947	0.4951	2495	0.2913	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.8925
0.0985	0.4961	2500	0.2923	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8920
0.1774	0.4971	2505	0.2914	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8881
0.1496	0.4981	2510	0.3017	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8913
0.1111	0.4991	2515	0.2892	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8913
0.1105	0.5000	2520	0.2758	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8950
0.0836	0.5010	2525	0.2683	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9009
0.0856	0.5020	2530	0.2995	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9043
0.1195	0.5030	2535	0.3358	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9031
0.1734	0.5040	2540	0.2982	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8992
0.1359	0.5050	2545	0.2813	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.8965
0.2051	0.5060	2550	0.2833	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.8972
0.1735	0.5070	2555	0.2893	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8960
0.1484	0.5080	2560	0.2842	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8974
0.1424	0.5090	2565	0.2894	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8935
0.2582	0.5100	2570	0.2885	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8962
0.2567	0.5110	2575	0.2836	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8915
0.1736	0.5120	2580	0.2748	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.8896
0.2834	0.5129	2585	0.2981	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8910
0.1531	0.5139	2590	0.3203	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8938
0.1193	0.5149	2595	0.3007	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8925
0.2407	0.5159	2600	0.2969	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8972
0.1397	0.5169	2605	0.2956	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8979
0.1613	0.5179	2610	0.2951	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8984
0.1856	0.5189	2615	0.2998	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9016
0.0752	0.5199	2620	0.2996	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9021
0.1614	0.5209	2625	0.2987	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9006
0.1607	0.5219	2630	0.2803	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.9014
0.1176	0.5229	2635	0.2778	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.8965
0.1854	0.5239	2640	0.2831	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8906
0.2092	0.5249	2645	0.2918	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8906
0.1929	0.5258	2650	0.3049	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8864
0.1491	0.5268	2655	0.3121	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8842
0.2344	0.5278	2660	0.3048	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8864
0.2596	0.5288	2665	0.2897	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.8881
0.1344	0.5298	2670	0.2831	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.8906
0.1114	0.5308	2675	0.3051	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8935
0.1602	0.5318	2680	0.3204	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8952
0.3599	0.5328	2685	0.2904	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8955
0.215	0.5338	2690	0.2694	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8960
0.1246	0.5348	2695	0.2662	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8940
0.1484	0.5358	2700	0.2745	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8930
0.1848	0.5368	2705	0.2862	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9001
0.185	0.5378	2710	0.2972	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9001
0.1473	0.5387	2715	0.3018	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9019
0.1488	0.5397	2720	0.2955	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9031
0.2257	0.5407	2725	0.2861	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9026
0.1358	0.5417	2730	0.2761	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9043
0.1208	0.5427	2735	0.2845	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9046
0.1261	0.5437	2740	0.2930	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9061
0.0992	0.5447	2745	0.2878	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.9058
0.2077	0.5457	2750	0.2931	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.9058
0.1842	0.5467	2755	0.3044	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9041
0.3014	0.5477	2760	0.2870	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8994
0.1208	0.5487	2765	0.2675	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.8992
0.1483	0.5497	2770	0.2697	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9006
0.2187	0.5506	2775	0.2988	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8994
0.2088	0.5516	2780	0.3193	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9011
0.1959	0.5526	2785	0.3137	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8994
0.1261	0.5536	2790	0.2968	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9016
0.2152	0.5546	2795	0.2829	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8989
0.2391	0.5556	2800	0.2677	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.9009
0.095	0.5566	2805	0.2715	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.9038
0.117	0.5576	2810	0.2846	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9041
0.1594	0.5586	2815	0.2913	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9051
0.1617	0.5596	2820	0.2925	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9026
0.0711	0.5606	2825	0.3022	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9001
0.1902	0.5616	2830	0.3330	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8972
0.0916	0.5626	2835	0.3381	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8928
0.1209	0.5635	2840	0.3171	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8928
0.0934	0.5645	2845	0.3151	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8928
0.2257	0.5655	2850	0.3169	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.8915
0.136	0.5665	2855	0.3312	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8896
0.1731	0.5675	2860	0.3376	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8903
0.2188	0.5685	2865	0.3307	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8918
0.1651	0.5695	2870	0.3185	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8940
0.1327	0.5705	2875	0.3138	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.8918
0.0964	0.5715	2880	0.3244	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.8910
0.1739	0.5725	2885	0.3293	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8928
0.1238	0.5735	2890	0.3144	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8938
0.1628	0.5745	2895	0.2950	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8942
0.1479	0.5755	2900	0.2972	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8923
0.2368	0.5764	2905	0.3189	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.8940
0.1251	0.5774	2910	0.3524	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8972
0.1426	0.5784	2915	0.3580	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8965
0.2128	0.5794	2920	0.3430	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9001
0.2241	0.5804	2925	0.3123	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9019
0.1635	0.5814	2930	0.2845	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9051
0.1406	0.5824	2935	0.2740	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9070
0.1399	0.5834	2940	0.2685	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9107
0.1516	0.5844	2945	0.2716	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9117
0.1264	0.5854	2950	0.2757	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9127
0.2035	0.5864	2955	0.2812	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9137
0.2023	0.5874	2960	0.2897	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9139
0.1306	0.5884	2965	0.2919	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9110
0.1444	0.5893	2970	0.2967	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9092
0.1406	0.5903	2975	0.2909	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9078
0.173	0.5913	2980	0.2914	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9070
0.1822	0.5923	2985	0.2846	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9036
0.1731	0.5933	2990	0.2807	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9053
0.1308	0.5943	2995	0.2841	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9065
0.16	0.5953	3000	0.2987	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9048
0.1502	0.5963	3005	0.3001	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9043
0.1456	0.5973	3010	0.2885	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9083
0.1065	0.5983	3015	0.2848	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9080
0.0713	0.5993	3020	0.2980	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9068
0.0498	0.6003	3025	0.3187	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9056
0.1559	0.6013	3030	0.3133	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9031
0.2125	0.6022	3035	0.3170	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9006
0.1457	0.6032	3040	0.3079	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9006
0.2207	0.6042	3045	0.3024	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9009
0.0497	0.6052	3050	0.3007	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9019
0.1497	0.6062	3055	0.3291	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8997
0.1792	0.6072	3060	0.3400	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9006
0.1184	0.6082	3065	0.3413	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9006
0.099	0.6092	3070	0.3310	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.8992
0.2754	0.6102	3075	0.3216	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8989
0.0991	0.6112	3080	0.3029	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9006
0.1145	0.6122	3085	0.3002	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9029
0.1178	0.6132	3090	0.3047	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8999
0.1776	0.6141	3095	0.3057	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9021
0.127	0.6151	3100	0.3061	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9041
0.1223	0.6161	3105	0.3016	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9043
0.1479	0.6171	3110	0.3061	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9075
0.1403	0.6181	3115	0.3098	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9095
0.374	0.6191	3120	0.2948	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9092
0.1807	0.6201	3125	0.2730	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9105
0.1895	0.6211	3130	0.2635	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9124
0.1545	0.6221	3135	0.2640	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9181
0.0876	0.6231	3140	0.2835	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9233
0.1143	0.6241	3145	0.2869	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9250
0.0828	0.6251	3150	0.2773	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9274
0.192	0.6261	3155	0.2744	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9270
0.2824	0.6270	3160	0.2781	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9235
0.3246	0.6280	3165	0.2715	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9247
0.1506	0.6290	3170	0.2808	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9228
0.3231	0.6300	3175	0.2952	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9156
0.1647	0.6310	3180	0.2981	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9127
0.181	0.6320	3185	0.2985	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9144
0.165	0.6330	3190	0.2821	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9147
0.115	0.6340	3195	0.2774	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.9166
0.203	0.6350	3200	0.2814	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.9171
0.1515	0.6360	3205	0.3020	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9142
0.1074	0.6370	3210	0.3283	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9139
0.1914	0.6380	3215	0.3197	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9122
0.1713	0.6390	3220	0.2934	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.9193
0.1092	0.6399	3225	0.2858	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9220
0.0953	0.6409	3230	0.2865	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9230
0.0805	0.6419	3235	0.2955	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9208
0.1939	0.6429	3240	0.3011	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9169
0.0918	0.6439	3245	0.2940	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9149
0.0721	0.6449	3250	0.2929	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9139
0.0797	0.6459	3255	0.2854	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9107
0.2021	0.6469	3260	0.2846	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9090
0.1636	0.6479	3265	0.2805	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9092
0.1449	0.6489	3270	0.2695	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9095
0.1216	0.6499	3275	0.2662	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9105
0.2181	0.6509	3280	0.2688	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9110
0.1568	0.6519	3285	0.2669	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9095
0.169	0.6528	3290	0.2667	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9100
0.1763	0.6538	3295	0.2696	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9083
0.2732	0.6548	3300	0.2608	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.9107
0.121	0.6558	3305	0.2540	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.9120
0.1238	0.6568	3310	0.2532	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.9127
0.1678	0.6578	3315	0.2567	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.9132
0.1365	0.6588	3320	0.2696	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9117
0.1029	0.6598	3325	0.2850	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9124
0.0835	0.6608	3330	0.2980	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9115
0.3698	0.6618	3335	0.3019	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9110
0.0735	0.6628	3340	0.2932	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9107
0.1429	0.6638	3345	0.2880	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.1764	0.6647	3350	0.2865	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9078
0.135	0.6657	3355	0.2884	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9053
0.1289	0.6667	3360	0.2926	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9063
0.1614	0.6677	3365	0.2982	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9046
0.1164	0.6687	3370	0.3058	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9046
0.1318	0.6697	3375	0.3135	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9053
0.2146	0.6707	3380	0.3174	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9061
0.1727	0.6717	3385	0.3099	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9061
0.1795	0.6727	3390	0.2972	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9048
0.1565	0.6737	3395	0.2918	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9033
0.1113	0.6747	3400	0.2907	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9031
0.1953	0.6757	3405	0.3034	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9041
0.1893	0.6767	3410	0.3187	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9056
0.1429	0.6776	3415	0.3232	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9053
0.0365	0.6786	3420	0.3192	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9051
0.1526	0.6796	3425	0.3223	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9021
0.1261	0.6806	3430	0.3178	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9036
0.2412	0.6816	3435	0.3151	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9046
0.0988	0.6826	3440	0.2996	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9068
0.1864	0.6836	3445	0.2948	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9078
0.5021	0.6846	3450	0.2839	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9092
0.04	0.6856	3455	0.2857	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9058
0.0971	0.6866	3460	0.2977	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9011
0.1956	0.6876	3465	0.3098	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9009
0.0621	0.6886	3470	0.3062	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9006
0.1618	0.6896	3475	0.2993	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8999
0.1825	0.6905	3480	0.2942	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8999
0.2185	0.6915	3485	0.2877	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9011
0.1879	0.6925	3490	0.2875	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8994
0.1431	0.6935	3495	0.2897	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8994
0.044	0.6945	3500	0.2971	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8965
0.1799	0.6955	3505	0.3021	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9004
0.0657	0.6965	3510	0.2987	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8974
0.1278	0.6975	3515	0.2973	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8970
0.0894	0.6985	3520	0.3013	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8962
0.1482	0.6995	3525	0.3019	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8977
0.1166	0.7005	3530	0.3054	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.8955
0.0611	0.7015	3535	0.3111	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8938
0.2285	0.7025	3540	0.3107	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8928
0.1088	0.7034	3545	0.3062	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8955
0.154	0.7044	3550	0.2988	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8992
0.1149	0.7054	3555	0.2969	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9009
0.2004	0.7064	3560	0.2948	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.8997
0.0744	0.7074	3565	0.3009	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9024
0.1872	0.7084	3570	0.3070	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9051
0.0823	0.7094	3575	0.3035	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9041
0.178	0.7104	3580	0.2963	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9043
0.128	0.7114	3585	0.2939	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9026
0.2165	0.7124	3590	0.2975	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9004
0.0573	0.7134	3595	0.3038	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9021
0.1524	0.7144	3600	0.3117	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9011
0.1649	0.7153	3605	0.3207	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8999
0.1671	0.7163	3610	0.3234	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8999
0.2751	0.7173	3615	0.3241	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8999
0.0964	0.7183	3620	0.3209	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8979
0.1619	0.7193	3625	0.3170	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8977
0.1066	0.7203	3630	0.3158	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8965
0.1186	0.7213	3635	0.3142	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.8987
0.0995	0.7223	3640	0.3181	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8967
0.2271	0.7233	3645	0.3253	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8974
0.2156	0.7243	3650	0.3207	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.8979
0.2311	0.7253	3655	0.3025	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.8992
0.1819	0.7263	3660	0.2929	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.8984
0.2239	0.7273	3665	0.2827	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9014
0.1242	0.7282	3670	0.2822	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9031
0.1591	0.7292	3675	0.2833	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9031
0.1502	0.7302	3680	0.2826	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9051
0.191	0.7312	3685	0.2866	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9083
0.2081	0.7322	3690	0.2906	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9046
0.1711	0.7332	3695	0.2939	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9065
0.104	0.7342	3700	0.2950	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9073
0.1697	0.7352	3705	0.3086	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.9043
0.1079	0.7362	3710	0.3069	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9065
0.2155	0.7372	3715	0.3077	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.9078
0.1958	0.7382	3720	0.3026	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9083
0.113	0.7392	3725	0.2924	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9085
0.2503	0.7402	3730	0.2827	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9078
0.1404	0.7411	3735	0.2850	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9083
0.1071	0.7421	3740	0.2822	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9061
0.1961	0.7431	3745	0.2904	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9075
0.0853	0.7441	3750	0.2966	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9070
0.2212	0.7451	3755	0.3020	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9068
0.1573	0.7461	3760	0.3027	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.1143	0.7471	3765	0.2958	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9105
0.1732	0.7481	3770	0.2905	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9124
0.0969	0.7491	3775	0.2853	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9112
0.0973	0.7501	3780	0.2840	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9117
0.1311	0.7511	3785	0.2885	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.9110
0.1232	0.7521	3790	0.2997	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9095
0.1185	0.7531	3795	0.3082	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9080
0.1367	0.7540	3800	0.3084	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.9095
0.0605	0.7550	3805	0.3018	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9095
0.1474	0.7560	3810	0.2959	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9078
0.1179	0.7570	3815	0.2939	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9080
0.0729	0.7580	3820	0.2971	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9085
0.1039	0.7590	3825	0.3025	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9095
0.1078	0.7600	3830	0.3066	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9100
0.1311	0.7610	3835	0.3075	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9102
0.1654	0.7620	3840	0.3082	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9092
0.1385	0.7630	3845	0.3057	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9102
0.1616	0.7640	3850	0.3070	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9088
0.1511	0.7650	3855	0.3096	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9056
0.1711	0.7659	3860	0.3099	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9058
0.0644	0.7669	3865	0.3065	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9088
0.1722	0.7679	3870	0.3034	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9090
0.1164	0.7689	3875	0.2995	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9080
0.1138	0.7699	3880	0.2938	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9080
0.2497	0.7709	3885	0.2945	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9075
0.2191	0.7719	3890	0.2953	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9063
0.101	0.7729	3895	0.3000	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9063
0.1204	0.7739	3900	0.3010	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.1646	0.7749	3905	0.3015	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9095
0.1111	0.7759	3910	0.2995	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9095
0.1489	0.7769	3915	0.2990	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9092
0.204	0.7779	3920	0.2981	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9097
0.3276	0.7788	3925	0.2994	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9100
0.1229	0.7798	3930	0.2995	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.2508	0.7808	3935	0.2993	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9095
0.1082	0.7818	3940	0.3010	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9110
0.2648	0.7828	3945	0.2938	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9102
0.2328	0.7838	3950	0.2897	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9105
0.1134	0.7848	3955	0.2815	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9120
0.1735	0.7858	3960	0.2804	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9117
0.1235	0.7868	3965	0.2832	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9095
0.164	0.7878	3970	0.2899	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9088
0.1655	0.7888	3975	0.2977	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9095
0.2846	0.7898	3980	0.3019	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9095
0.1131	0.7908	3985	0.3056	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.9085
0.1573	0.7917	3990	0.3033	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9075
0.2196	0.7927	3995	0.2980	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9105
0.0704	0.7937	4000	0.2949	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9080
0.1456	0.7947	4005	0.2961	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9053
0.1609	0.7957	4010	0.2968	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9053
0.2263	0.7967	4015	0.3006	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9024
0.1189	0.7977	4020	0.2968	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9041
0.2224	0.7987	4025	0.2970	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9031
0.1373	0.7997	4030	0.2960	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9033
0.1595	0.8007	4035	0.2950	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9056
0.1363	0.8017	4040	0.2929	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9038
0.2028	0.8027	4045	0.2909	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9041
0.2505	0.8037	4050	0.2929	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9029
0.1035	0.8046	4055	0.2896	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9038
0.2006	0.8056	4060	0.2911	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9024
0.1632	0.8066	4065	0.2916	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9036
0.2379	0.8076	4070	0.2939	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9026
0.1494	0.8086	4075	0.2969	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9021
0.1148	0.8096	4080	0.2965	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9019
0.1866	0.8106	4085	0.2970	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9026
0.291	0.8116	4090	0.2975	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9021
0.2055	0.8126	4095	0.2935	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9036
0.0752	0.8136	4100	0.2922	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9051
0.1502	0.8146	4105	0.2900	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9061
0.1847	0.8156	4110	0.2869	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9075
0.2848	0.8165	4115	0.2856	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9061
0.1725	0.8175	4120	0.2844	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9073
0.1241	0.8185	4125	0.2794	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9053
0.14	0.8195	4130	0.2798	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9063
0.11	0.8205	4135	0.2793	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9088
0.1275	0.8215	4140	0.2814	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9070
0.1903	0.8225	4145	0.2833	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.9132
0.17	0.8235	4150	0.2843	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9117
0.1482	0.8245	4155	0.2877	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9110
0.1175	0.8255	4160	0.2877	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9112
0.1489	0.8265	4165	0.2898	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9115
0.2415	0.8275	4170	0.2876	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9120
0.1068	0.8285	4175	0.2883	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9110
0.1708	0.8294	4180	0.2882	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9127
0.0985	0.8304	4185	0.2857	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9124
0.1892	0.8314	4190	0.2848	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9122
0.2743	0.8324	4195	0.2843	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9124
0.1396	0.8334	4200	0.2841	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9120
0.2113	0.8344	4205	0.2842	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9117
0.2298	0.8354	4210	0.2851	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9097
0.1179	0.8364	4215	0.2837	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9137
0.1562	0.8374	4220	0.2853	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9129
0.0993	0.8384	4225	0.2870	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9112
0.2437	0.8394	4230	0.2866	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9083
0.1768	0.8404	4235	0.2854	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9105
0.1467	0.8414	4240	0.2854	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9132
0.1262	0.8423	4245	0.2863	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9115
0.1438	0.8433	4250	0.2854	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9124
0.2653	0.8443	4255	0.2886	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9097
0.1514	0.8453	4260	0.2886	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9088
0.0743	0.8463	4265	0.2889	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9063
0.1698	0.8473	4270	0.2936	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9073
0.1278	0.8483	4275	0.2949	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9070
0.1143	0.8493	4280	0.2945	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9092
0.1155	0.8503	4285	0.2944	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9078
0.0994	0.8513	4290	0.2940	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9065
0.1895	0.8523	4295	0.2934	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9088
0.1332	0.8533	4300	0.2931	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9095
0.0954	0.8543	4305	0.2940	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9097
0.1851	0.8552	4310	0.2943	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9097
0.1278	0.8562	4315	0.2931	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9097
0.1313	0.8572	4320	0.2934	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9110
0.1847	0.8582	4325	0.2910	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9112
0.0619	0.8592	4330	0.2908	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9110
0.0686	0.8602	4335	0.2911	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9112
0.2156	0.8612	4340	0.2890	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9092
0.1278	0.8622	4345	0.2881	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9110
0.1654	0.8632	4350	0.2880	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9090
0.0474	0.8642	4355	0.2850	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9110
0.1936	0.8652	4360	0.2848	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9115
0.1427	0.8662	4365	0.2856	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9097
0.0668	0.8671	4370	0.2843	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9132
0.1367	0.8681	4375	0.2850	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9112
0.0848	0.8691	4380	0.2867	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9124
0.1774	0.8701	4385	0.2873	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9117
0.1587	0.8711	4390	0.2871	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9112
0.1321	0.8721	4395	0.2869	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9092
0.1024	0.8731	4400	0.2867	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9120
0.0884	0.8741	4405	0.2891	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9117
0.2373	0.8751	4410	0.2894	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9120
0.1102	0.8761	4415	0.2873	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9115
0.1023	0.8771	4420	0.2884	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9102
0.099	0.8781	4425	0.2893	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9107
0.1609	0.8791	4430	0.2876	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9102
0.1834	0.8800	4435	0.2880	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9088
0.2051	0.8810	4440	0.2867	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9097
0.0559	0.8820	4445	0.2857	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9090
0.1381	0.8830	4450	0.2839	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9078
0.1689	0.8840	4455	0.2852	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9073
0.1124	0.8850	4460	0.2857	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9078
0.3506	0.8860	4465	0.2861	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9102
0.1327	0.8870	4470	0.2870	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9102
0.2257	0.8880	4475	0.2902	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9073
0.1432	0.8890	4480	0.2930	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9058
0.1348	0.8900	4485	0.2930	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9083
0.1695	0.8910	4490	0.2925	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.0867	0.8920	4495	0.2930	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9056
0.0692	0.8929	4500	0.2933	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9058
0.1112	0.8939	4505	0.2925	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9073
0.1119	0.8949	4510	0.2930	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9078
0.1882	0.8959	4515	0.2940	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9078
0.3298	0.8969	4520	0.2942	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9083
0.0732	0.8979	4525	0.2946	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9078
0.1293	0.8989	4530	0.2930	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9073
0.171	0.8999	4535	0.2922	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9083
0.0781	0.9009	4540	0.2936	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9080
0.1031	0.9019	4545	0.2922	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9083
0.105	0.9029	4550	0.2928	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9083
0.0636	0.9039	4555	0.2935	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9068
0.104	0.9049	4560	0.2942	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9080
0.1735	0.9058	4565	0.2965	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9080
0.1468	0.9068	4570	0.2943	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9095
0.0948	0.9078	4575	0.2952	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9095
0.1528	0.9088	4580	0.2948	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9105
0.1368	0.9098	4585	0.2936	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9073
0.1528	0.9108	4590	0.2954	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9095
0.0871	0.9118	4595	0.2937	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9097
0.1742	0.9128	4600	0.2934	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9075
0.1752	0.9138	4605	0.2909	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9095
0.0785	0.9148	4610	0.2912	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9088
0.1262	0.9158	4615	0.2901	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9097
0.1638	0.9168	4620	0.2911	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9078
0.1453	0.9177	4625	0.2908	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9097
0.0976	0.9187	4630	0.2915	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9085
0.0777	0.9197	4635	0.2911	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9085
0.0931	0.9207	4640	0.2933	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9102
0.2011	0.9217	4645	0.2929	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9078
0.1495	0.9227	4650	0.2936	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9075
0.1773	0.9237	4655	0.2927	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9112
0.1554	0.9247	4660	0.2923	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9107
0.1152	0.9257	4665	0.2921	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9097
0.2319	0.9267	4670	0.2918	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9107
0.1422	0.9277	4675	0.2938	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9088
0.1409	0.9287	4680	0.2914	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9095
0.1346	0.9297	4685	0.2942	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9105
0.1698	0.9306	4690	0.2959	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9080
0.1142	0.9316	4695	0.2943	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9107
0.0998	0.9326	4700	0.2961	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9083
0.0965	0.9336	4705	0.2960	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9100
0.1359	0.9346	4710	0.2963	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9073
0.1692	0.9356	4715	0.2961	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9095
0.1699	0.9366	4720	0.2967	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9092
0.2269	0.9376	4725	0.2988	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9080
0.1948	0.9386	4730	0.2972	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9088
0.2105	0.9396	4735	0.2992	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9102
0.1597	0.9406	4740	0.2994	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9092
0.1161	0.9416	4745	0.2997	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.1812	0.9426	4750	0.2975	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9092
0.1252	0.9435	4755	0.2991	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9102
0.0656	0.9445	4760	0.2981	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.1663	0.9455	4765	0.2977	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9097
0.1502	0.9465	4770	0.2975	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.2046	0.9475	4775	0.3000	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9080
0.1391	0.9485	4780	0.2986	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9090
0.1455	0.9495	4785	0.2977	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9083
0.1688	0.9505	4790	0.2977	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.2742	0.9515	4795	0.2989	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9068
0.183	0.9525	4800	0.2969	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9085
0.2148	0.9535	4805	0.2972	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9070
0.1131	0.9545	4810	0.2971	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9080
0.1374	0.9555	4815	0.2981	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9095
0.1798	0.9564	4820	0.2979	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.0987	0.9574	4825	0.2969	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9100
0.1743	0.9584	4830	0.2985	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9092
0.1953	0.9594	4835	0.2979	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9075
0.0903	0.9604	4840	0.2983	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9088
0.0627	0.9614	4845	0.2988	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9085
0.1	0.9624	4850	0.2960	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9107
0.0826	0.9634	4855	0.2975	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9088
0.1711	0.9644	4860	0.2985	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9083
0.1634	0.9654	4865	0.2980	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9100
0.1202	0.9664	4870	0.2989	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.1343	0.9674	4875	0.2988	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9070
0.1089	0.9684	4880	0.2971	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9073
0.0929	0.9693	4885	0.2985	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9097
0.108	0.9703	4890	0.2976	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9102
0.1799	0.9713	4895	0.2963	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9102
0.133	0.9723	4900	0.2980	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9088
0.234	0.9733	4905	0.2965	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9080
0.2688	0.9743	4910	0.2991	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9092
0.0804	0.9753	4915	0.2970	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9100
0.1565	0.9763	4920	0.2976	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9095
0.0934	0.9773	4925	0.2994	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9102
0.1011	0.9783	4930	0.2979	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9075
0.2213	0.9793	4935	0.2984	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9102
0.0628	0.9803	4940	0.2986	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9083
0.1407	0.9812	4945	0.2974	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.1502	0.9822	4950	0.2974	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9085
0.2713	0.9832	4955	0.2982	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9080
0.0865	0.9842	4960	0.2979	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.1986	0.9852	4965	0.2971	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9070
0.1414	0.9862	4970	0.2989	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9083
0.141	0.9872	4975	0.2971	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9078
0.1054	0.9882	4980	0.2984	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9070
0.2115	0.9892	4985	0.2977	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9078
0.1354	0.9902	4990	0.2973	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.9083
0.2705	0.9912	4995	0.2990	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9078
0.1663	0.9922	5000	0.2981	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9092
0.1395	0.9932	5005	0.2986	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9095
0.185	0.9941	5010	0.2985	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9078
0.211	0.9951	5015	0.2981	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9097
0.0359	0.9961	5020	0.2966	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9090
0.23	0.9971	5025	0.2961	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9097
0.0961	0.9981	5030	0.2967	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9088
0.0667	0.9991	5035	0.2986	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.9078

Framework versions

• PEFT 0.12.0
• Transformers 4.46.0
• Pytorch 2.4.0+cu118
• Datasets 3.0.0
• Tokenizers 0.20.1