mmlu_augs_llama_lora

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: 0.2853
• Prm accuracy: 0.8810
• Prm precision: 0.8966
• Prm recall: 0.9720
• Prm specificty: 0.3684
• Prm npv: 0.7
• Prm f1: 0.9327
• Prm f1 neg: 0.4828
• Prm f1 auc: 0.6702
• Prm f1 auc (fixed): 0.8933

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	Prm f1 auc (fixed)
No log	0	0	0.3535	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8195
0.3622	0.0010	5	0.3547	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8173
0.4085	0.0021	10	0.3531	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8197
0.3572	0.0031	15	0.3549	0.8254	0.8696	0.9346	0.2105	0.3636	0.9009	0.2667	0.5726	0.8217
0.2966	0.0041	20	0.3533	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8207
0.4254	0.0052	25	0.3529	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8202
0.4569	0.0062	30	0.3534	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8192
0.3777	0.0073	35	0.3539	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8207
0.4355	0.0083	40	0.3513	0.8413	0.8783	0.9439	0.2632	0.4545	0.9099	0.3333	0.6035	0.8219
0.3555	0.0093	45	0.3482	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8269
0.331	0.0104	50	0.3419	0.8413	0.8850	0.9346	0.3158	0.4615	0.9091	0.375	0.6252	0.8305
0.4483	0.0114	55	0.3341	0.8413	0.8850	0.9346	0.3158	0.4615	0.9091	0.375	0.6252	0.8384
0.3558	0.0124	60	0.3262	0.8413	0.8850	0.9346	0.3158	0.4615	0.9091	0.375	0.6252	0.8428
0.2577	0.0135	65	0.3232	0.8413	0.8850	0.9346	0.3158	0.4615	0.9091	0.375	0.6252	0.8502
0.249	0.0145	70	0.3215	0.8333	0.8981	0.9065	0.4211	0.4444	0.9023	0.4324	0.6638	0.8532
0.288	0.0155	75	0.3326	0.8333	0.9135	0.8879	0.5263	0.4545	0.9005	0.4878	0.7071	0.8542
0.2834	0.0166	80	0.3364	0.8254	0.9048	0.8879	0.4737	0.4286	0.8962	0.45	0.6808	0.8542
0.3753	0.0176	85	0.3465	0.8333	0.9135	0.8879	0.5263	0.4545	0.9005	0.4878	0.7071	0.8527
0.417	0.0186	90	0.3609	0.8333	0.93	0.8692	0.6316	0.4615	0.8986	0.5333	0.7504	0.8556
0.2854	0.0197	95	0.3495	0.8254	0.9208	0.8692	0.5789	0.44	0.8942	0.5	0.7241	0.8564
0.4726	0.0207	100	0.3282	0.8333	0.9057	0.8972	0.4737	0.45	0.9014	0.4615	0.6854	0.8551
0.2729	0.0218	105	0.3251	0.8333	0.8839	0.9252	0.3158	0.4286	0.9041	0.3636	0.6205	0.8532
0.3246	0.0228	110	0.3262	0.8175	0.8889	0.8972	0.3684	0.3889	0.8930	0.3784	0.6328	0.8485
0.3214	0.0238	115	0.3310	0.8254	0.9048	0.8879	0.4737	0.4286	0.8962	0.45	0.6808	0.8455
0.2823	0.0249	120	0.3216	0.8333	0.8909	0.9159	0.3684	0.4375	0.9032	0.4	0.6422	0.8473
0.2694	0.0259	125	0.3160	0.8492	0.8929	0.9346	0.3684	0.5	0.9132	0.4242	0.6515	0.8455
0.3114	0.0269	130	0.3154	0.8333	0.8909	0.9159	0.3684	0.4375	0.9032	0.4	0.6422	0.8463
0.2547	0.0280	135	0.3237	0.8333	0.8909	0.9159	0.3684	0.4375	0.9032	0.4	0.6422	0.8443
0.2289	0.0290	140	0.3603	0.8333	0.9216	0.8785	0.5789	0.4583	0.8995	0.5116	0.7287	0.8345
0.1755	0.0300	145	0.3383	0.8254	0.8899	0.9065	0.3684	0.4118	0.8981	0.3889	0.6375	0.8411
0.3113	0.0311	150	0.3284	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8485
0.3854	0.0321	155	0.3220	0.8333	0.8909	0.9159	0.3684	0.4375	0.9032	0.4	0.6422	0.8473
0.2094	0.0332	160	0.3236	0.8413	0.8991	0.9159	0.4211	0.4706	0.9074	0.4444	0.6685	0.8497
0.339	0.0342	165	0.3316	0.8413	0.8991	0.9159	0.4211	0.4706	0.9074	0.4444	0.6685	0.8443
0.432	0.0352	170	0.3655	0.8175	0.9038	0.8785	0.4737	0.4091	0.8910	0.4390	0.6761	0.8421
0.2106	0.0363	175	0.3091	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8460
0.3042	0.0373	180	0.3007	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8468
0.299	0.0383	185	0.2953	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8529
0.2983	0.0394	190	0.3023	0.8333	0.8909	0.9159	0.3684	0.4375	0.9032	0.4	0.6422	0.8549
0.3386	0.0404	195	0.3128	0.8413	0.8919	0.9252	0.3684	0.4667	0.9083	0.4118	0.6468	0.8583
0.2911	0.0414	200	0.3079	0.8333	0.8909	0.9159	0.3684	0.4375	0.9032	0.4	0.6422	0.8586
0.3597	0.0425	205	0.2864	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8625
0.2423	0.0435	210	0.2796	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.6176	0.8657
0.2615	0.0445	215	0.3125	0.8254	0.9293	0.8598	0.6316	0.4444	0.8932	0.5217	0.7457	0.8657
0.2473	0.0456	220	0.3025	0.8333	0.9135	0.8879	0.5263	0.4545	0.9005	0.4878	0.7071	0.8640
0.3069	0.0466	225	0.3229	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.6176	0.8662
0.2816	0.0477	230	0.3189	0.8413	0.9065	0.9065	0.4737	0.4737	0.9065	0.4737	0.6901	0.8618
0.2367	0.0487	235	0.3681	0.7937	0.9263	0.8224	0.6316	0.3871	0.8713	0.48	0.7270	0.8660
0.3145	0.0497	240	0.3016	0.8413	0.9143	0.8972	0.5263	0.4762	0.9057	0.5	0.7118	0.8709
0.2765	0.0508	245	0.2918	0.8492	0.8793	0.9533	0.2632	0.5	0.9148	0.3448	0.6082	0.8733
0.2429	0.0518	250	0.3010	0.8492	0.8860	0.9439	0.3158	0.5	0.9140	0.3871	0.6299	0.8724
0.236	0.0528	255	0.3070	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8748
0.2968	0.0539	260	0.2954	0.8492	0.8860	0.9439	0.3158	0.5	0.9140	0.3871	0.6299	0.8743
0.2662	0.0549	265	0.3552	0.8175	0.9118	0.8692	0.5263	0.4167	0.8900	0.4651	0.6977	0.8704
0.2241	0.0559	270	0.3010	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8731
0.3069	0.0570	275	0.2930	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.6176	0.8800
0.3231	0.0580	280	0.3359	0.8333	0.8981	0.9065	0.4211	0.4444	0.9023	0.4324	0.6638	0.8716
0.2147	0.0590	285	0.3121	0.8333	0.8909	0.9159	0.3684	0.4375	0.9032	0.4	0.6422	0.8773
0.1532	0.0601	290	0.2904	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8827
0.1594	0.0611	295	0.2953	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8802
0.1758	0.0622	300	0.2967	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8839
0.2161	0.0632	305	0.3142	0.8095	0.8952	0.8785	0.4211	0.3810	0.8868	0.4	0.6498	0.8842
0.2943	0.0642	310	0.2930	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.6129	0.8780
0.1262	0.0653	315	0.2833	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8763
0.1025	0.0663	320	0.2898	0.8413	0.8919	0.9252	0.3684	0.4667	0.9083	0.4118	0.6468	0.8778
0.1977	0.0673	325	0.3098	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8812
0.3537	0.0684	330	0.3166	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8842
0.2479	0.0694	335	0.3214	0.8492	0.9074	0.9159	0.4737	0.5	0.9116	0.4865	0.6948	0.8812
0.2619	0.0704	340	0.2974	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8842
0.2675	0.0715	345	0.2952	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8800
0.2474	0.0725	350	0.3001	0.8413	0.8919	0.9252	0.3684	0.4667	0.9083	0.4118	0.6468	0.8810
0.2162	0.0736	355	0.3059	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8815
0.2653	0.0746	360	0.3040	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8738
0.2408	0.0756	365	0.2937	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8746
0.1629	0.0767	370	0.3314	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.5743	0.8716
0.162	0.0777	375	0.2980	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8662
0.268	0.0787	380	0.3361	0.8254	0.9293	0.8598	0.6316	0.4444	0.8932	0.5217	0.7457	0.8692
0.1491	0.0798	385	0.2993	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8709
0.2247	0.0808	390	0.3125	0.8413	0.8850	0.9346	0.3158	0.4615	0.9091	0.375	0.6252	0.8657
0.1759	0.0818	395	0.3232	0.8492	0.8860	0.9439	0.3158	0.5	0.9140	0.3871	0.6299	0.8613
0.3213	0.0829	400	0.3260	0.8651	0.9167	0.9252	0.5263	0.5556	0.9209	0.5405	0.7258	0.8588
0.1956	0.0839	405	0.3121	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.6129	0.8637
0.2179	0.0849	410	0.3124	0.8492	0.8860	0.9439	0.3158	0.5	0.9140	0.3871	0.6299	0.8689
0.2091	0.0860	415	0.3047	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8669
0.195	0.0870	420	0.3350	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.5696	0.8697
0.3687	0.0881	425	0.3443	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.5696	0.8628
0.1928	0.0891	430	0.2908	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8682
0.1588	0.0901	435	0.2921	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8669
0.1636	0.0912	440	0.3260	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8667
0.229	0.0922	445	0.3006	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8630
0.2109	0.0932	450	0.2867	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8574
0.2252	0.0943	455	0.2998	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.6995	0.8679
0.2576	0.0953	460	0.3324	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8709
0.2565	0.0963	465	0.3081	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8738
0.2072	0.0974	470	0.2880	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.6995	0.8741
0.222	0.0984	475	0.3090	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.5696	0.8812
0.178	0.0995	480	0.3126	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.5696	0.8783
0.2209	0.1005	485	0.2880	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8824
0.1707	0.1015	490	0.3175	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.6176	0.8692
0.3558	0.1026	495	0.3399	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.8618
0.2216	0.1036	500	0.3161	0.8254	0.8972	0.8972	0.4211	0.4211	0.8972	0.4211	0.6591	0.8601
0.2046	0.1046	505	0.3146	0.8413	0.8850	0.9346	0.3158	0.4615	0.9091	0.375	0.6252	0.8546
0.3191	0.1057	510	0.3025	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8576
0.1436	0.1067	515	0.2953	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.6995	0.8645
0.1559	0.1077	520	0.2867	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8684
0.2415	0.1088	525	0.2867	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8721
0.1857	0.1098	530	0.2816	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8704
0.2659	0.1108	535	0.2740	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8687
0.1914	0.1119	540	0.2745	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.6129	0.8780
0.1901	0.1129	545	0.2861	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8883
0.1679	0.1140	550	0.2889	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.8829
0.2385	0.1150	555	0.2719	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8775
0.2094	0.1160	560	0.2650	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8800
0.1398	0.1171	565	0.2775	0.8492	0.9	0.9252	0.4211	0.5	0.9124	0.4571	0.6731	0.8731
0.1041	0.1181	570	0.2863	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8736
0.3945	0.1191	575	0.2881	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.6176	0.8751
0.196	0.1202	580	0.2836	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8765
0.1927	0.1212	585	0.2842	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8778
0.1672	0.1222	590	0.3109	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.6129	0.8859
0.178	0.1233	595	0.3003	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8819
0.2218	0.1243	600	0.2926	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.6129	0.8812
0.2347	0.1253	605	0.2808	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8797
0.1642	0.1264	610	0.2759	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.6176	0.8847
0.2107	0.1274	615	0.2701	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8906
0.222	0.1285	620	0.2783	0.8413	0.8919	0.9252	0.3684	0.4667	0.9083	0.4118	0.6468	0.8910
0.2047	0.1295	625	0.2816	0.8492	0.8860	0.9439	0.3158	0.5	0.9140	0.3871	0.6299	0.8861
0.2671	0.1305	630	0.2788	0.8413	0.8850	0.9346	0.3158	0.4615	0.9091	0.375	0.6252	0.8795
0.2712	0.1316	635	0.2785	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8768
0.3397	0.1326	640	0.2724	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8810
0.1452	0.1336	645	0.2745	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8834
0.2028	0.1347	650	0.2740	0.8492	0.9	0.9252	0.4211	0.5	0.9124	0.4571	0.6731	0.8918
0.1618	0.1357	655	0.2673	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8901
0.1846	0.1367	660	0.2797	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8883
0.2314	0.1378	665	0.2711	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8928
0.1638	0.1388	670	0.2748	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8847
0.193	0.1399	675	0.2871	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.8844
0.0842	0.1409	680	0.3021	0.8651	0.9167	0.9252	0.5263	0.5556	0.9209	0.5405	0.7258	0.8859
0.2596	0.1419	685	0.3033	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8756
0.2475	0.1430	690	0.2900	0.8492	0.9231	0.8972	0.5789	0.5	0.9100	0.5366	0.7381	0.8783
0.2255	0.1440	695	0.2818	0.8651	0.9245	0.9159	0.5789	0.55	0.9202	0.5641	0.7474	0.8743
0.2754	0.1450	700	0.2796	0.8571	0.9159	0.9159	0.5263	0.5263	0.9159	0.5263	0.7211	0.8684
0.2184	0.1461	705	0.2923	0.8254	0.9208	0.8692	0.5789	0.44	0.8942	0.5	0.7241	0.8699
0.2392	0.1471	710	0.2768	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.8692
0.2053	0.1481	715	0.2821	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8679
0.1317	0.1492	720	0.2850	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8699
0.2261	0.1502	725	0.2835	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8773
0.2649	0.1512	730	0.2861	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8847
0.205	0.1523	735	0.2990	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8829
0.3297	0.1533	740	0.2805	0.8413	0.8850	0.9346	0.3158	0.4615	0.9091	0.375	0.6252	0.8731
0.2414	0.1544	745	0.2893	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8760
0.3208	0.1554	750	0.2970	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.8728
0.2527	0.1564	755	0.2787	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8728
0.1614	0.1575	760	0.2808	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.6176	0.8792
0.2746	0.1585	765	0.2823	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8753
0.2393	0.1595	770	0.2805	0.8730	0.9174	0.9346	0.5263	0.5882	0.9259	0.5556	0.7304	0.8714
0.11	0.1606	775	0.2776	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8758
0.124	0.1616	780	0.2696	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8788
0.1253	0.1626	785	0.2763	0.8810	0.9182	0.9439	0.5263	0.625	0.9309	0.5714	0.7351	0.8741
0.2199	0.1637	790	0.2765	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8839
0.2402	0.1647	795	0.2775	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8856
0.1532	0.1658	800	0.2656	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8829
0.1617	0.1668	805	0.2687	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8775
0.1444	0.1678	810	0.2665	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8785
0.1771	0.1689	815	0.2669	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8758
0.1816	0.1699	820	0.2746	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8883
0.1926	0.1709	825	0.3200	0.8571	0.9320	0.8972	0.6316	0.5217	0.9143	0.5714	0.7644	0.8849
0.1853	0.1720	830	0.2794	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.6995	0.8834
0.1701	0.1730	835	0.2784	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8827
0.1693	0.1740	840	0.2723	0.8571	0.9238	0.9065	0.5789	0.5238	0.9151	0.55	0.7427	0.8807
0.2173	0.1751	845	0.2715	0.8651	0.9327	0.9065	0.6316	0.5455	0.9194	0.5854	0.7691	0.8849
0.1395	0.1761	850	0.2583	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8861
0.2659	0.1771	855	0.2671	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8950
0.2119	0.1782	860	0.2670	0.8651	0.9245	0.9159	0.5789	0.55	0.9202	0.5641	0.7474	0.8874
0.2144	0.1792	865	0.2617	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8906
0.2018	0.1803	870	0.2777	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8891
0.1918	0.1813	875	0.2770	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8753
0.2057	0.1823	880	0.2737	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8756
0.2406	0.1834	885	0.2751	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8738
0.1714	0.1844	890	0.2777	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8694
0.2495	0.1854	895	0.2819	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8655
0.1829	0.1865	900	0.3188	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8724
0.118	0.1875	905	0.2973	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8746
0.4919	0.1885	910	0.2900	0.8254	0.9126	0.8785	0.5263	0.4348	0.8952	0.4762	0.7024	0.8758
0.1483	0.1896	915	0.2787	0.8413	0.8991	0.9159	0.4211	0.4706	0.9074	0.4444	0.6685	0.8716
0.1518	0.1906	920	0.2834	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8765
0.2102	0.1917	925	0.2793	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8738
0.1299	0.1927	930	0.2875	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8753
0.1858	0.1937	935	0.2683	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8760
0.1437	0.1948	940	0.2630	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8819
0.1874	0.1958	945	0.2645	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8815
0.1687	0.1968	950	0.2754	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8773
0.2601	0.1979	955	0.2852	0.8413	0.9065	0.9065	0.4737	0.4737	0.9065	0.4737	0.6901	0.8660
0.3073	0.1989	960	0.2980	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8593
0.162	0.1999	965	0.2884	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8544
0.1049	0.2010	970	0.3068	0.8095	0.9029	0.8692	0.4737	0.3913	0.8857	0.4286	0.6714	0.8519
0.2279	0.2020	975	0.2898	0.8333	0.8909	0.9159	0.3684	0.4375	0.9032	0.4	0.6422	0.8561
0.2268	0.2030	980	0.2989	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8660
0.1494	0.2041	985	0.2768	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8635
0.3117	0.2051	990	0.2762	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8687
0.1252	0.2062	995	0.2825	0.8492	0.9074	0.9159	0.4737	0.5	0.9116	0.4865	0.6948	0.8802
0.144	0.2072	1000	0.2838	0.8492	0.8929	0.9346	0.3684	0.5	0.9132	0.4242	0.6515	0.8847
0.1768	0.2082	1005	0.2927	0.8492	0.8929	0.9346	0.3684	0.5	0.9132	0.4242	0.6515	0.8859
0.2493	0.2093	1010	0.2905	0.8413	0.9065	0.9065	0.4737	0.4737	0.9065	0.4737	0.6901	0.8876
0.1057	0.2103	1015	0.3017	0.8413	0.9143	0.8972	0.5263	0.4762	0.9057	0.5	0.7118	0.8842
0.1693	0.2113	1020	0.2964	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8802
0.1946	0.2124	1025	0.2904	0.8492	0.8929	0.9346	0.3684	0.5	0.9132	0.4242	0.6515	0.8807
0.2684	0.2134	1030	0.2867	0.8492	0.9074	0.9159	0.4737	0.5	0.9116	0.4865	0.6948	0.8810
0.1946	0.2144	1035	0.2735	0.8492	0.9	0.9252	0.4211	0.5	0.9124	0.4571	0.6731	0.8792
0.2308	0.2155	1040	0.2770	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8758
0.1681	0.2165	1045	0.2824	0.8492	0.9151	0.9065	0.5263	0.5	0.9108	0.5128	0.7164	0.8756
0.2091	0.2175	1050	0.2908	0.8492	0.9231	0.8972	0.5789	0.5	0.9100	0.5366	0.7381	0.8701
0.3263	0.2186	1055	0.2904	0.8571	0.9159	0.9159	0.5263	0.5263	0.9159	0.5263	0.7211	0.8628
0.15	0.2196	1060	0.3042	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8660
0.2732	0.2207	1065	0.3276	0.8730	0.8699	1.0	0.1579	1.0	0.9304	0.2727	0.5789	0.8716
0.1528	0.2217	1070	0.2861	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8728
0.2192	0.2227	1075	0.2886	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.8728
0.1801	0.2238	1080	0.2895	0.8730	0.9174	0.9346	0.5263	0.5882	0.9259	0.5556	0.7304	0.8775
0.1339	0.2248	1085	0.3031	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8844
0.1427	0.2258	1090	0.2913	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8903
0.0871	0.2269	1095	0.2643	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.9001
0.2109	0.2279	1100	0.2642	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9029
0.4087	0.2289	1105	0.2737	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8970
0.198	0.2300	1110	0.2666	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8979
0.1401	0.2310	1115	0.2727	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8974
0.189	0.2321	1120	0.2708	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8913
0.1064	0.2331	1125	0.2682	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8974
0.3242	0.2341	1130	0.2982	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.6006	0.9001
0.2112	0.2352	1135	0.2618	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8982
0.2253	0.2362	1140	0.2534	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8987
0.1744	0.2372	1145	0.2652	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8928
0.2154	0.2383	1150	0.2965	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8933
0.215	0.2393	1155	0.2634	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8923
0.2022	0.2403	1160	0.2770	0.8333	0.9057	0.8972	0.4737	0.45	0.9014	0.4615	0.6854	0.8977
0.1974	0.2414	1165	0.2866	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8952
0.214	0.2424	1170	0.2905	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8849
0.148	0.2434	1175	0.2670	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8819
0.223	0.2445	1180	0.2695	0.8413	0.9065	0.9065	0.4737	0.4737	0.9065	0.4737	0.6901	0.8788
0.2114	0.2455	1185	0.2672	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8827
0.1785	0.2466	1190	0.2693	0.8413	0.9065	0.9065	0.4737	0.4737	0.9065	0.4737	0.6901	0.8933
0.2935	0.2476	1195	0.2773	0.8413	0.9065	0.9065	0.4737	0.4737	0.9065	0.4737	0.6901	0.8930
0.0994	0.2486	1200	0.2765	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8947
0.1754	0.2497	1205	0.2790	0.8571	0.9159	0.9159	0.5263	0.5263	0.9159	0.5263	0.7211	0.8871
0.3388	0.2507	1210	0.2811	0.8571	0.9159	0.9159	0.5263	0.5263	0.9159	0.5263	0.7211	0.8822
0.0843	0.2517	1215	0.2814	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8746
0.1038	0.2528	1220	0.2982	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.6129	0.8697
0.2343	0.2538	1225	0.2966	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8697
0.2241	0.2548	1230	0.2891	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8637
0.1961	0.2559	1235	0.2853	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8652
0.1801	0.2569	1240	0.2847	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8719
0.2661	0.2580	1245	0.2837	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.6995	0.8751
0.355	0.2590	1250	0.2832	0.8492	0.9151	0.9065	0.5263	0.5	0.9108	0.5128	0.7164	0.8785
0.2801	0.2600	1255	0.2889	0.8492	0.8929	0.9346	0.3684	0.5	0.9132	0.4242	0.6515	0.8716
0.1553	0.2611	1260	0.2999	0.8413	0.8850	0.9346	0.3158	0.4615	0.9091	0.375	0.6252	0.8650
0.1528	0.2621	1265	0.3166	0.8492	0.8860	0.9439	0.3158	0.5	0.9140	0.3871	0.6299	0.8625
0.1491	0.2631	1270	0.3085	0.8492	0.8860	0.9439	0.3158	0.5	0.9140	0.3871	0.6299	0.8669
0.2103	0.2642	1275	0.2938	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.6995	0.8701
0.1554	0.2652	1280	0.2963	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8699
0.16	0.2662	1285	0.3433	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.6176	0.8709
0.3225	0.2673	1290	0.3241	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.6176	0.8667
0.1067	0.2683	1295	0.3019	0.8333	0.8909	0.9159	0.3684	0.4375	0.9032	0.4	0.6422	0.8694
0.1642	0.2693	1300	0.3120	0.8254	0.8761	0.9252	0.2632	0.3846	0.9	0.3125	0.5942	0.8640
0.1595	0.2704	1305	0.3309	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.5696	0.8645
0.1684	0.2714	1310	0.2941	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8635
0.2508	0.2725	1315	0.2916	0.8413	0.8991	0.9159	0.4211	0.4706	0.9074	0.4444	0.6685	0.8667
0.0868	0.2735	1320	0.2888	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8689
0.1488	0.2745	1325	0.3399	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.8633
0.1295	0.2756	1330	0.3086	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8581
0.2324	0.2766	1335	0.3063	0.8413	0.9223	0.8879	0.5789	0.4783	0.9048	0.5238	0.7334	0.8635
0.2035	0.2776	1340	0.2855	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8655
0.1896	0.2787	1345	0.3087	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.5743	0.8736
0.1806	0.2797	1350	0.2757	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8807
0.1501	0.2807	1355	0.2921	0.8492	0.9151	0.9065	0.5263	0.5	0.9108	0.5128	0.7164	0.8792
0.2129	0.2818	1360	0.3097	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8839
0.2348	0.2828	1365	0.3225	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8815
0.0904	0.2838	1370	0.2898	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8756
0.1565	0.2849	1375	0.2966	0.8492	0.8929	0.9346	0.3684	0.5	0.9132	0.4242	0.6515	0.8642
0.2356	0.2859	1380	0.3047	0.8651	0.8814	0.9720	0.2632	0.625	0.9244	0.3704	0.6176	0.8672
0.1646	0.2870	1385	0.2967	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8692
0.14	0.2880	1390	0.2769	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8746
0.1456	0.2890	1395	0.2777	0.8413	0.8919	0.9252	0.3684	0.4667	0.9083	0.4118	0.6468	0.8753
0.0895	0.2901	1400	0.2919	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8773
0.1261	0.2911	1405	0.2783	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8800
0.1657	0.2921	1410	0.2865	0.8571	0.9320	0.8972	0.6316	0.5217	0.9143	0.5714	0.7644	0.8792
0.1873	0.2932	1415	0.2856	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8856
0.1922	0.2942	1420	0.2880	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8854
0.2192	0.2952	1425	0.2753	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8864
0.1426	0.2963	1430	0.2848	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.8819
0.1914	0.2973	1435	0.2835	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8856
0.1764	0.2984	1440	0.2862	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.5743	0.8893
0.2277	0.2994	1445	0.2854	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.5696	0.8822
0.1296	0.3004	1450	0.2734	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8807
0.1019	0.3015	1455	0.2751	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.8783
0.1613	0.3025	1460	0.2729	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8783
0.2381	0.3035	1465	0.2760	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8731
0.1328	0.3046	1470	0.2656	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8797
0.157	0.3056	1475	0.2651	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8898
0.2018	0.3066	1480	0.2646	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8925
0.1334	0.3077	1485	0.2675	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8866
0.1754	0.3087	1490	0.2718	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8898
0.2176	0.3097	1495	0.2664	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8935
0.2523	0.3108	1500	0.2632	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.8898
0.2611	0.3118	1505	0.2661	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8876
0.2432	0.3129	1510	0.2686	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.6129	0.8851
0.2081	0.3139	1515	0.2717	0.8571	0.8803	0.9626	0.2632	0.5556	0.9196	0.3571	0.6129	0.8847
0.3347	0.3149	1520	0.2719	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.8819
0.1557	0.3160	1525	0.2726	0.8810	0.9182	0.9439	0.5263	0.625	0.9309	0.5714	0.7351	0.8847
0.2365	0.3170	1530	0.2632	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8984
0.1707	0.3180	1535	0.2605	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.9014
0.1957	0.3191	1540	0.2542	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.9058
0.1142	0.3201	1545	0.2512	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.9019
0.1456	0.3211	1550	0.2553	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.9024
0.1397	0.3222	1555	0.2495	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.9038
0.1417	0.3232	1560	0.2550	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.9033
0.3551	0.3243	1565	0.2621	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.9058
0.1479	0.3253	1570	0.2698	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.9073
0.1538	0.3263	1575	0.2673	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.6006	0.9056
0.1901	0.3274	1580	0.2522	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8984
0.1879	0.3284	1585	0.2623	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8915
0.2222	0.3294	1590	0.2752	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8829
0.1151	0.3305	1595	0.2595	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8827
0.1579	0.3315	1600	0.2522	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8960
0.1983	0.3325	1605	0.2613	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.5743	0.8987
0.1096	0.3336	1610	0.2516	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8984
0.1755	0.3346	1615	0.2520	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8974
0.1407	0.3356	1620	0.2591	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8913
0.0966	0.3367	1625	0.2879	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8906
0.234	0.3377	1630	0.2997	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8829
0.123	0.3388	1635	0.2807	0.8571	0.8870	0.9533	0.3158	0.5455	0.9189	0.4	0.6345	0.8765
0.2077	0.3398	1640	0.2722	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8815
0.1678	0.3408	1645	0.2630	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8910
0.211	0.3419	1650	0.2504	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8967
0.1094	0.3429	1655	0.2497	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8999
0.1975	0.3439	1660	0.2578	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8992
0.2229	0.3450	1665	0.2589	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8952
0.125	0.3460	1670	0.2591	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8906
0.2029	0.3470	1675	0.2684	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8906
0.1982	0.3481	1680	0.3092	0.8492	0.9231	0.8972	0.5789	0.5	0.9100	0.5366	0.7381	0.8765
0.2169	0.3491	1685	0.3228	0.8333	0.9216	0.8785	0.5789	0.4583	0.8995	0.5116	0.7287	0.8719
0.1658	0.3502	1690	0.3023	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8716
0.1561	0.3512	1695	0.3087	0.8254	0.9126	0.8785	0.5263	0.4348	0.8952	0.4762	0.7024	0.8726
0.2983	0.3522	1700	0.2879	0.8571	0.9159	0.9159	0.5263	0.5263	0.9159	0.5263	0.7211	0.8839
0.1632	0.3533	1705	0.2812	0.8413	0.8991	0.9159	0.4211	0.4706	0.9074	0.4444	0.6685	0.8812
0.1195	0.3543	1710	0.2781	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8864
0.1886	0.3553	1715	0.2744	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8881
0.2241	0.3564	1720	0.2772	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.6995	0.8928
0.2285	0.3574	1725	0.2891	0.8651	0.9167	0.9252	0.5263	0.5556	0.9209	0.5405	0.7258	0.8876
0.1289	0.3584	1730	0.2735	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.8955
0.0988	0.3595	1735	0.2867	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8942
0.1202	0.3605	1740	0.2879	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8967
0.1541	0.3615	1745	0.3118	0.8413	0.9143	0.8972	0.5263	0.4762	0.9057	0.5	0.7118	0.8989
0.313	0.3626	1750	0.2894	0.8571	0.9159	0.9159	0.5263	0.5263	0.9159	0.5263	0.7211	0.8950
0.2109	0.3636	1755	0.2687	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8962
0.2115	0.3647	1760	0.2640	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8957
0.1709	0.3657	1765	0.2665	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8940
0.1245	0.3667	1770	0.2583	0.8810	0.9182	0.9439	0.5263	0.625	0.9309	0.5714	0.7351	0.8915
0.2319	0.3678	1775	0.2596	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8940
0.1936	0.3688	1780	0.2639	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8886
0.1964	0.3698	1785	0.2594	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8977
0.1661	0.3709	1790	0.2604	0.8413	0.9065	0.9065	0.4737	0.4737	0.9065	0.4737	0.6901	0.9001
0.2204	0.3719	1795	0.2511	0.8492	0.9074	0.9159	0.4737	0.5	0.9116	0.4865	0.6948	0.9036
0.2846	0.3729	1800	0.2512	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.9001
0.226	0.3740	1805	0.2526	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.6995	0.9026
0.1888	0.3750	1810	0.2591	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.9016
0.2323	0.3760	1815	0.2550	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.9006
0.1919	0.3771	1820	0.2676	0.8730	0.9333	0.9159	0.6316	0.5714	0.9245	0.6	0.7737	0.8960
0.1683	0.3781	1825	0.2521	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.6995	0.8920
0.0973	0.3792	1830	0.2706	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8935
0.1306	0.3802	1835	0.2572	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8952
0.1903	0.3812	1840	0.2519	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8952
0.1103	0.3823	1845	0.2529	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8970
0.2227	0.3833	1850	0.2538	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8972
0.1209	0.3843	1855	0.2502	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9033
0.2997	0.3854	1860	0.2519	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9046
0.1308	0.3864	1865	0.2793	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8962
0.173	0.3874	1870	0.2858	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8859
0.1502	0.3885	1875	0.2632	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8876
0.2194	0.3895	1880	0.2635	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8901
0.1973	0.3906	1885	0.2614	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8933
0.1075	0.3916	1890	0.2666	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8994
0.167	0.3926	1895	0.2629	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8962
0.1705	0.3937	1900	0.2731	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8940
0.1119	0.3947	1905	0.2722	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8923
0.1568	0.3957	1910	0.2632	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8918
0.1971	0.3968	1915	0.2619	0.8492	0.9151	0.9065	0.5263	0.5	0.9108	0.5128	0.7164	0.8957
0.1578	0.3978	1920	0.2636	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8984
0.1376	0.3988	1925	0.2562	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9024
0.2815	0.3999	1930	0.2586	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8999
0.1819	0.4009	1935	0.2734	0.8413	0.9065	0.9065	0.4737	0.4737	0.9065	0.4737	0.6901	0.8906
0.1347	0.4019	1940	0.2581	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8942
0.1058	0.4030	1945	0.2729	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8938
0.0949	0.4040	1950	0.2787	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8974
0.2258	0.4051	1955	0.2845	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.9043
0.242	0.4061	1960	0.2561	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.9033
0.1614	0.4071	1965	0.2655	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.8979
0.1898	0.4082	1970	0.2652	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8886
0.1903	0.4092	1975	0.2633	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8955
0.1409	0.4102	1980	0.2513	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.9021
0.1362	0.4113	1985	0.2503	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.9088
0.1647	0.4123	1990	0.2556	0.8492	0.8929	0.9346	0.3684	0.5	0.9132	0.4242	0.6515	0.9090
0.1534	0.4133	1995	0.2628	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.9088
0.2171	0.4144	2000	0.2752	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.9080
0.1437	0.4154	2005	0.2681	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.9021
0.1499	0.4165	2010	0.2524	0.8571	0.9009	0.9346	0.4211	0.5333	0.9174	0.4706	0.6778	0.9031
0.2335	0.4175	2015	0.2513	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.9014
0.243	0.4185	2020	0.2570	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.9065
0.1449	0.4196	2025	0.2557	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9080
0.1536	0.4206	2030	0.2461	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.9100
0.1299	0.4216	2035	0.2460	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.9107
0.2539	0.4227	2040	0.2469	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.9075
0.1989	0.4237	2045	0.2439	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.9080
0.2527	0.4247	2050	0.2528	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.9100
0.2296	0.4258	2055	0.2626	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9068
0.1558	0.4268	2060	0.2560	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.9070
0.1117	0.4278	2065	0.2497	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.9068
0.2548	0.4289	2070	0.2512	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.9117
0.1235	0.4299	2075	0.2546	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.9137
0.1391	0.4310	2080	0.2423	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9142
0.2171	0.4320	2085	0.2367	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9134
0.0954	0.4330	2090	0.2406	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.9100
0.1305	0.4341	2095	0.2409	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9110
0.1538	0.4351	2100	0.2468	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.9073
0.2351	0.4361	2105	0.2538	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9122
0.1911	0.4372	2110	0.2539	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9120
0.1307	0.4382	2115	0.2472	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.9073
0.3074	0.4392	2120	0.2472	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.9102
0.1586	0.4403	2125	0.2452	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9102
0.1781	0.4413	2130	0.2528	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9095
0.1641	0.4423	2135	0.2582	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9120
0.201	0.4434	2140	0.2536	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9097
0.076	0.4444	2145	0.2594	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9090
0.1917	0.4455	2150	0.2597	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.9070
0.1154	0.4465	2155	0.2710	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.9100
0.0875	0.4475	2160	0.2848	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.9107
0.4553	0.4486	2165	0.3017	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.9149
0.1624	0.4496	2170	0.2616	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.9120
0.1144	0.4506	2175	0.2466	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.9129
0.166	0.4517	2180	0.2501	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9129
0.182	0.4527	2185	0.2597	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.9065
0.3124	0.4537	2190	0.2530	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9102
0.2305	0.4548	2195	0.2489	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.9110
0.1281	0.4558	2200	0.2518	0.8730	0.9174	0.9346	0.5263	0.5882	0.9259	0.5556	0.7304	0.9107
0.1227	0.4569	2205	0.2505	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9083
0.1345	0.4579	2210	0.2540	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9078
0.2909	0.4589	2215	0.2552	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.9019
0.2583	0.4600	2220	0.2633	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.8992
0.1742	0.4610	2225	0.2653	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.9029
0.0652	0.4620	2230	0.2624	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.9065
0.1137	0.4631	2235	0.2738	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.9046
0.2237	0.4641	2240	0.2789	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.9058
0.2266	0.4651	2245	0.2830	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8965
0.1506	0.4662	2250	0.2723	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8923
0.1068	0.4672	2255	0.2679	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8928
0.1622	0.4682	2260	0.2729	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8992
0.1854	0.4693	2265	0.2752	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8950
0.1868	0.4703	2270	0.2837	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8979
0.1232	0.4714	2275	0.2921	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8979
0.0854	0.4724	2280	0.2910	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8984
0.1286	0.4734	2285	0.2723	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8962
0.2696	0.4745	2290	0.2669	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8979
0.1643	0.4755	2295	0.2646	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.8974
0.1604	0.4765	2300	0.2633	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8925
0.1525	0.4776	2305	0.2728	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8982
0.2017	0.4786	2310	0.2695	0.8651	0.8879	0.9626	0.3158	0.6	0.9238	0.4138	0.6392	0.8989
0.1731	0.4796	2315	0.2666	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8942
0.2273	0.4807	2320	0.2725	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8957
0.1237	0.4817	2325	0.2681	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8962
0.1697	0.4828	2330	0.2681	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8965
0.1191	0.4838	2335	0.2612	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.9001
0.129	0.4848	2340	0.2632	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.9053
0.1583	0.4859	2345	0.2712	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9046
0.2002	0.4869	2350	0.2571	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.9056
0.1757	0.4879	2355	0.2556	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.9038
0.1846	0.4890	2360	0.2553	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.9021
0.192	0.4900	2365	0.2572	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.9036
0.2176	0.4910	2370	0.2576	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.9058
0.1494	0.4921	2375	0.2615	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.9043
0.0894	0.4931	2380	0.2566	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.9051
0.1204	0.4941	2385	0.2662	0.8571	0.9159	0.9159	0.5263	0.5263	0.9159	0.5263	0.7211	0.9024
0.4244	0.4952	2390	0.2550	0.8492	0.9	0.9252	0.4211	0.5	0.9124	0.4571	0.6731	0.9053
0.1446	0.4962	2395	0.2521	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9075
0.1218	0.4973	2400	0.2550	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.9115
0.3915	0.4983	2405	0.2525	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.9115
0.0907	0.4993	2410	0.2529	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.9058
0.2388	0.5004	2415	0.2579	0.8651	0.9018	0.9439	0.4211	0.5714	0.9224	0.4848	0.6825	0.9011
0.1638	0.5014	2420	0.2536	0.8571	0.8938	0.9439	0.3684	0.5385	0.9182	0.4375	0.6562	0.9001
0.161	0.5024	2425	0.2508	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.9063
0.1041	0.5035	2430	0.2568	0.8651	0.8947	0.9533	0.3684	0.5833	0.9231	0.4516	0.6608	0.9092
0.1012	0.5045	2435	0.2695	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.9075
0.2858	0.5055	2440	0.2764	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.9019
0.0808	0.5066	2445	0.2670	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8962
0.1243	0.5076	2450	0.2626	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8920
0.1465	0.5087	2455	0.2581	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8923
0.1162	0.5097	2460	0.2595	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8945
0.1992	0.5107	2465	0.2553	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8957
0.2345	0.5118	2470	0.2466	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8950
0.0686	0.5128	2475	0.2483	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8930
0.1137	0.5138	2480	0.2477	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8947
0.2094	0.5149	2485	0.2554	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8965
0.1301	0.5159	2490	0.2624	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8960
0.1771	0.5169	2495	0.2606	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8945
0.1913	0.5180	2500	0.2584	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8930
0.1784	0.5190	2505	0.2596	0.8571	0.9083	0.9252	0.4737	0.5294	0.9167	0.5	0.6995	0.8893
0.3368	0.5200	2510	0.2579	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8915
0.0798	0.5211	2515	0.2540	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8903
0.1453	0.5221	2520	0.2541	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8886
0.1584	0.5232	2525	0.2599	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8874
0.1562	0.5242	2530	0.2680	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8898
0.0896	0.5252	2535	0.2778	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8837
0.0771	0.5263	2540	0.2778	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8815
0.201	0.5273	2545	0.2812	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8785
0.2093	0.5283	2550	0.2738	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8760
0.0978	0.5294	2555	0.2746	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8775
0.2975	0.5304	2560	0.2884	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8795
0.0651	0.5314	2565	0.2994	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8805
0.0913	0.5325	2570	0.2855	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8851
0.0801	0.5335	2575	0.2676	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8851
0.1466	0.5345	2580	0.2687	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8802
0.1217	0.5356	2585	0.2732	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8881
0.1793	0.5366	2590	0.2746	0.8730	0.9174	0.9346	0.5263	0.5882	0.9259	0.5556	0.7304	0.8906
0.1481	0.5377	2595	0.2659	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8881
0.1305	0.5387	2600	0.2738	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8915
0.1474	0.5397	2605	0.2703	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8874
0.1729	0.5408	2610	0.2636	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8915
0.2788	0.5418	2615	0.2542	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8933
0.1243	0.5428	2620	0.2512	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8925
0.2553	0.5439	2625	0.2470	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8930
0.1145	0.5449	2630	0.2531	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8945
0.2263	0.5459	2635	0.2560	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8957
0.1632	0.5470	2640	0.2503	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8940
0.2034	0.5480	2645	0.2501	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8970
0.2257	0.5491	2650	0.2557	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8952
0.0999	0.5501	2655	0.2646	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8947
0.1252	0.5511	2660	0.2709	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8974
0.1397	0.5522	2665	0.2660	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8974
0.1597	0.5532	2670	0.2630	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8977
0.1283	0.5542	2675	0.2559	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8997
0.1656	0.5553	2680	0.2563	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8992
0.262	0.5563	2685	0.2583	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9006
0.2582	0.5573	2690	0.2573	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9021
0.1328	0.5584	2695	0.2590	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9029
0.132	0.5594	2700	0.2665	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.9019
0.125	0.5604	2705	0.2602	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.9036
0.1284	0.5615	2710	0.2564	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9068
0.1173	0.5625	2715	0.2499	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9078
0.1114	0.5636	2720	0.2453	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9097
0.1465	0.5646	2725	0.2456	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9117
0.1623	0.5656	2730	0.2488	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9122
0.1831	0.5667	2735	0.2393	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9137
0.1188	0.5677	2740	0.2365	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9100
0.1307	0.5687	2745	0.2395	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9115
0.2093	0.5698	2750	0.2441	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9117
0.1087	0.5708	2755	0.2483	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9120
0.0604	0.5718	2760	0.2456	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9092
0.1285	0.5729	2765	0.2494	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9097
0.1094	0.5739	2770	0.2544	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9065
0.0842	0.5750	2775	0.2620	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9065
0.2133	0.5760	2780	0.2734	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.9056
0.1762	0.5770	2785	0.2815	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.9006
0.1651	0.5781	2790	0.2722	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8984
0.2114	0.5791	2795	0.2566	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8965
0.1294	0.5801	2800	0.2492	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8987
0.2181	0.5812	2805	0.2538	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8955
0.14	0.5822	2810	0.2608	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8970
0.1543	0.5832	2815	0.2692	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.9006
0.1292	0.5843	2820	0.2708	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.9051
0.2274	0.5853	2825	0.2658	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9078
0.1675	0.5863	2830	0.2641	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9090
0.1303	0.5874	2835	0.2660	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9100
0.095	0.5884	2840	0.2670	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9073
0.1674	0.5895	2845	0.2620	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9056
0.1236	0.5905	2850	0.2682	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9051
0.1523	0.5915	2855	0.2646	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9043
0.0919	0.5926	2860	0.2591	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9056
0.2677	0.5936	2865	0.2592	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9097
0.1634	0.5946	2870	0.2607	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9061
0.2143	0.5957	2875	0.2616	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9080
0.1849	0.5967	2880	0.2610	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9080
0.1208	0.5977	2885	0.2550	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9097
0.1625	0.5988	2890	0.2636	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9097
0.1231	0.5998	2895	0.2817	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9107
0.1043	0.6008	2900	0.2928	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9115
0.0933	0.6019	2905	0.2705	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9090
0.1293	0.6029	2910	0.2584	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9026
0.1532	0.6040	2915	0.2555	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9031
0.2161	0.6050	2920	0.2599	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9046
0.1596	0.6060	2925	0.2578	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9024
0.1252	0.6071	2930	0.2576	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9058
0.1891	0.6081	2935	0.2581	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9051
0.1434	0.6091	2940	0.2549	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9056
0.0901	0.6102	2945	0.2519	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9083
0.1397	0.6112	2950	0.2536	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9024
0.1043	0.6122	2955	0.2623	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9006
0.1229	0.6133	2960	0.2747	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8955
0.3661	0.6143	2965	0.2710	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8940
0.1755	0.6154	2970	0.2624	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8987
0.1058	0.6164	2975	0.2592	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8999
0.3446	0.6174	2980	0.2565	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9016
0.1377	0.6185	2985	0.2488	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9011
0.1478	0.6195	2990	0.2422	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9046
0.1821	0.6205	2995	0.2408	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9075
0.1163	0.6216	3000	0.2434	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9058
0.1765	0.6226	3005	0.2455	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9048
0.1171	0.6236	3010	0.2479	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9070
0.1954	0.6247	3015	0.2447	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9061
0.1358	0.6257	3020	0.2435	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9065
0.1733	0.6267	3025	0.2445	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9100
0.2705	0.6278	3030	0.2463	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.9058
0.1356	0.6288	3035	0.2487	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.9038
0.1505	0.6299	3040	0.2505	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.9043
0.2101	0.6309	3045	0.2596	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9058
0.1007	0.6319	3050	0.2639	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9046
0.1291	0.6330	3055	0.2681	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9046
0.2469	0.6340	3060	0.2644	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9033
0.2247	0.6350	3065	0.2561	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9063
0.0689	0.6361	3070	0.2564	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9046
0.147	0.6371	3075	0.2542	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9068
0.1593	0.6381	3080	0.2616	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9068
0.177	0.6392	3085	0.2692	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9063
0.2096	0.6402	3090	0.2686	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9031
0.1972	0.6413	3095	0.2670	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9004
0.0458	0.6423	3100	0.2639	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8974
0.1294	0.6433	3105	0.2612	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8962
0.2608	0.6444	3110	0.2615	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8947
0.0859	0.6454	3115	0.2609	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8972
0.1153	0.6464	3120	0.2637	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8992
0.1532	0.6475	3125	0.2606	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8994
0.1641	0.6485	3130	0.2624	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9014
0.1446	0.6495	3135	0.2654	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.9014
0.1698	0.6506	3140	0.2665	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8994
0.0931	0.6516	3145	0.2618	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8984
0.0868	0.6526	3150	0.2610	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8970
0.18	0.6537	3155	0.2604	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8950
0.1662	0.6547	3160	0.2664	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8970
0.1791	0.6558	3165	0.2677	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8997
0.2186	0.6568	3170	0.2664	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8994
0.2078	0.6578	3175	0.2664	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8945
0.0621	0.6589	3180	0.2667	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8906
0.1751	0.6599	3185	0.2694	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8861
0.1149	0.6609	3190	0.2690	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8891
0.2019	0.6620	3195	0.2649	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8928
0.1954	0.6630	3200	0.2657	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8918
0.2105	0.6640	3205	0.2660	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8940
0.2122	0.6651	3210	0.2682	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8965
0.1684	0.6661	3215	0.2667	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8972
0.1349	0.6672	3220	0.2653	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8967
0.1058	0.6682	3225	0.2705	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8984
0.2105	0.6692	3230	0.2697	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.9024
0.1891	0.6703	3235	0.2731	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.9004
0.1271	0.6713	3240	0.2694	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8997
0.2012	0.6723	3245	0.2769	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8984
0.0751	0.6734	3250	0.2821	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8979
0.1797	0.6744	3255	0.2826	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8960
0.1246	0.6754	3260	0.2770	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8962
0.1381	0.6765	3265	0.2737	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.9001
0.0904	0.6775	3270	0.2724	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8984
0.081	0.6785	3275	0.2713	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8965
0.2827	0.6796	3280	0.2686	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.7059	0.8999
0.2254	0.6806	3285	0.2673	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.7059	0.8992
0.245	0.6817	3290	0.2684	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8957
0.139	0.6827	3295	0.2735	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8957
0.1834	0.6837	3300	0.2768	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8930
0.0987	0.6848	3305	0.2772	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8910
0.1194	0.6858	3310	0.2778	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8935
0.0778	0.6868	3315	0.2760	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8930
0.1944	0.6879	3320	0.2738	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8982
0.1422	0.6889	3325	0.2662	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8994
0.1588	0.6899	3330	0.2656	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8967
0.1718	0.6910	3335	0.2708	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8938
0.055	0.6920	3340	0.2728	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8965
0.0947	0.6930	3345	0.2760	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8952
0.0985	0.6941	3350	0.2827	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8950
0.1061	0.6951	3355	0.2816	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8955
0.1344	0.6962	3360	0.2783	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8925
0.1331	0.6972	3365	0.2743	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8903
0.1826	0.6982	3370	0.2758	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8871
0.1095	0.6993	3375	0.2766	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8844
0.1002	0.7003	3380	0.2805	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8832
0.0975	0.7013	3385	0.2876	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8876
0.1544	0.7024	3390	0.2915	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8869
0.2657	0.7034	3395	0.2933	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8893
0.2826	0.7044	3400	0.2861	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8920
0.1924	0.7055	3405	0.2840	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8920
0.1633	0.7065	3410	0.2787	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8950
0.2472	0.7076	3415	0.2775	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8965
0.2333	0.7086	3420	0.2781	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8947
0.1325	0.7096	3425	0.2794	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8955
0.1889	0.7107	3430	0.2808	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8997
0.1144	0.7117	3435	0.2855	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8982
0.211	0.7127	3440	0.2907	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8992
0.1134	0.7138	3445	0.2930	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8979
0.1982	0.7148	3450	0.2876	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8997
0.1881	0.7158	3455	0.2868	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8947
0.1514	0.7169	3460	0.2826	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8960
0.201	0.7179	3465	0.2819	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8920
0.0495	0.7189	3470	0.2804	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8925
0.1887	0.7200	3475	0.2828	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8928
0.1956	0.7210	3480	0.2807	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8950
0.1835	0.7221	3485	0.2803	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8942
0.3315	0.7231	3490	0.2811	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8925
0.1029	0.7241	3495	0.2785	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8928
0.0998	0.7252	3500	0.2752	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8920
0.1031	0.7262	3505	0.2771	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8933
0.0739	0.7272	3510	0.2760	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8945
0.1531	0.7283	3515	0.2840	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8945
0.1169	0.7293	3520	0.2829	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8940
0.0789	0.7303	3525	0.2823	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8930
0.1708	0.7314	3530	0.2816	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8925
0.1494	0.7324	3535	0.2807	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8910
0.1636	0.7335	3540	0.2785	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8930
0.1636	0.7345	3545	0.2799	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8935
0.1276	0.7355	3550	0.2806	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8930
0.1116	0.7366	3555	0.2818	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8947
0.1458	0.7376	3560	0.2804	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8945
0.1854	0.7386	3565	0.2771	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8930
0.1465	0.7397	3570	0.2731	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8928
0.1225	0.7407	3575	0.2737	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8938
0.0975	0.7417	3580	0.2796	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8915
0.2476	0.7428	3585	0.2844	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8896
0.0953	0.7438	3590	0.2912	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8906
0.1174	0.7448	3595	0.2989	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8876
0.1024	0.7459	3600	0.3035	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8874
0.1352	0.7469	3605	0.3012	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8851
0.1143	0.7480	3610	0.2980	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8874
0.2524	0.7490	3615	0.3001	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8856
0.1543	0.7500	3620	0.2945	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8864
0.1106	0.7511	3625	0.2921	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8861
0.1695	0.7521	3630	0.2860	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8871
0.0876	0.7531	3635	0.2872	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8910
0.1406	0.7542	3640	0.2856	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8861
0.1686	0.7552	3645	0.2883	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8883
0.1824	0.7562	3650	0.2900	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8886
0.1197	0.7573	3655	0.2870	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8888
0.302	0.7583	3660	0.2861	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8898
0.1483	0.7593	3665	0.2837	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8866
0.1091	0.7604	3670	0.2766	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8879
0.0693	0.7614	3675	0.2808	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8874
0.2118	0.7625	3680	0.2866	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8864
0.1567	0.7635	3685	0.2931	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8851
0.1666	0.7645	3690	0.2961	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8869
0.1761	0.7656	3695	0.2904	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8864
0.2426	0.7666	3700	0.2845	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8842
0.174	0.7676	3705	0.2778	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8888
0.132	0.7687	3710	0.2764	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8864
0.1219	0.7697	3715	0.2801	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8883
0.1436	0.7707	3720	0.2828	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8871
0.2011	0.7718	3725	0.2803	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8901
0.1506	0.7728	3730	0.2780	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8886
0.1014	0.7739	3735	0.2780	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8901
0.1711	0.7749	3740	0.2790	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8906
0.1403	0.7759	3745	0.2828	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8918
0.1069	0.7770	3750	0.2856	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8915
0.0555	0.7780	3755	0.2854	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8918
0.1375	0.7790	3760	0.2847	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8901
0.1866	0.7801	3765	0.2834	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8903
0.0891	0.7811	3770	0.2778	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8920
0.082	0.7821	3775	0.2799	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8913
0.3945	0.7832	3780	0.2818	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8915
0.14	0.7842	3785	0.2843	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8881
0.2082	0.7852	3790	0.2820	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8903
0.173	0.7863	3795	0.2814	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8903
0.1233	0.7873	3800	0.2803	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8896
0.2146	0.7884	3805	0.2764	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8888
0.1747	0.7894	3810	0.2742	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8886
0.1311	0.7904	3815	0.2757	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8883
0.0846	0.7915	3820	0.2753	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8891
0.1814	0.7925	3825	0.2797	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8886
0.0785	0.7935	3830	0.2824	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8903
0.0845	0.7946	3835	0.2847	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8923
0.1084	0.7956	3840	0.2875	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8893
0.1248	0.7966	3845	0.2903	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8888
0.1929	0.7977	3850	0.2934	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8886
0.1361	0.7987	3855	0.2923	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8871
0.2633	0.7998	3860	0.2891	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8886
0.2031	0.8008	3865	0.2852	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8874
0.1125	0.8018	3870	0.2839	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8869
0.1079	0.8029	3875	0.2812	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8886
0.1034	0.8039	3880	0.2792	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8896
0.1253	0.8049	3885	0.2785	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8891
0.0814	0.8060	3890	0.2748	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8891
0.1633	0.8070	3895	0.2734	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8901
0.165	0.8080	3900	0.2746	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8903
0.1851	0.8091	3905	0.2746	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8910
0.2565	0.8101	3910	0.2727	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8891
0.2585	0.8111	3915	0.2751	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8879
0.1587	0.8122	3920	0.2768	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8864
0.1853	0.8132	3925	0.2759	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8898
0.0917	0.8143	3930	0.2765	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8893
0.2301	0.8153	3935	0.2773	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8883
0.1238	0.8163	3940	0.2755	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8898
0.1652	0.8174	3945	0.2779	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8883
0.0742	0.8184	3950	0.2785	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8881
0.1023	0.8194	3955	0.2792	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8893
0.1044	0.8205	3960	0.2808	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8888
0.0881	0.8215	3965	0.2823	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8893
0.1099	0.8225	3970	0.2796	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8910
0.1751	0.8236	3975	0.2779	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8901
0.0965	0.8246	3980	0.2798	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8886
0.0866	0.8257	3985	0.2766	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8901
0.1801	0.8267	3990	0.2758	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8913
0.1123	0.8277	3995	0.2765	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8891
0.0846	0.8288	4000	0.2761	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8906
0.1183	0.8298	4005	0.2756	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8893
0.0882	0.8308	4010	0.2744	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8901
0.1257	0.8319	4015	0.2756	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8879
0.0861	0.8329	4020	0.2718	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8891
0.1623	0.8339	4025	0.2727	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8896
0.374	0.8350	4030	0.2735	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8923
0.2001	0.8360	4035	0.2731	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8906
0.1163	0.8370	4040	0.2739	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8888
0.1296	0.8381	4045	0.2731	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8908
0.1372	0.8391	4050	0.2725	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8920
0.206	0.8402	4055	0.2740	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8910
0.114	0.8412	4060	0.2726	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8910
0.1138	0.8422	4065	0.2723	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8918
0.1539	0.8433	4070	0.2729	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8933
0.1122	0.8443	4075	0.2744	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8940
0.1498	0.8453	4080	0.2760	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8928
0.0666	0.8464	4085	0.2770	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8908
0.2147	0.8474	4090	0.2783	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8920
0.1064	0.8484	4095	0.2788	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8930
0.1805	0.8495	4100	0.2790	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8930
0.1642	0.8505	4105	0.2770	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8923
0.2176	0.8515	4110	0.2776	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8915
0.1031	0.8526	4115	0.2775	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8915
0.066	0.8536	4120	0.2768	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8938
0.164	0.8547	4125	0.2777	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8923
0.2378	0.8557	4130	0.2767	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8915
0.1352	0.8567	4135	0.2771	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8923
0.2058	0.8578	4140	0.2766	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8930
0.0956	0.8588	4145	0.2753	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8925
0.2606	0.8598	4150	0.2765	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8918
0.1326	0.8609	4155	0.2759	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8928
0.1778	0.8619	4160	0.2767	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8918
0.0692	0.8629	4165	0.2766	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8933
0.1359	0.8640	4170	0.2763	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8928
0.1411	0.8650	4175	0.2788	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8910
0.088	0.8661	4180	0.2800	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8925
0.1492	0.8671	4185	0.2816	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8928
0.148	0.8681	4190	0.2833	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8913
0.1508	0.8692	4195	0.2833	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8918
0.1197	0.8702	4200	0.2840	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8906
0.1298	0.8712	4205	0.2847	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8923
0.1748	0.8723	4210	0.2855	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8918
0.1578	0.8733	4215	0.2868	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8918
0.1057	0.8743	4220	0.2871	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8938
0.1068	0.8754	4225	0.2884	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8918
0.3388	0.8764	4230	0.2879	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8913
0.1435	0.8774	4235	0.2882	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8910
0.0929	0.8785	4240	0.2878	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8910
0.0824	0.8795	4245	0.2872	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8910
0.1121	0.8806	4250	0.2867	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8888
0.0921	0.8816	4255	0.2865	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8893
0.151	0.8826	4260	0.2857	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8901
0.1282	0.8837	4265	0.2859	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8925
0.1566	0.8847	4270	0.2874	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8883
0.1971	0.8857	4275	0.2879	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8923
0.1725	0.8868	4280	0.2902	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8901
0.1372	0.8878	4285	0.2879	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8935
0.0634	0.8888	4290	0.2909	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8923
0.0809	0.8899	4295	0.2908	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8915
0.1655	0.8909	4300	0.2906	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8935
0.1122	0.8920	4305	0.2923	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8923
0.3467	0.8930	4310	0.2934	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8933
0.1442	0.8940	4315	0.2928	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8928
0.1434	0.8951	4320	0.2943	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8933
0.1001	0.8961	4325	0.2944	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8925
0.1938	0.8971	4330	0.2942	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8935
0.0751	0.8982	4335	0.2934	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8930
0.1732	0.8992	4340	0.2928	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8910
0.0875	0.9002	4345	0.2915	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8906
0.1334	0.9013	4350	0.2911	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8913
0.0422	0.9023	4355	0.2918	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8906
0.0687	0.9033	4360	0.2932	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8920
0.1476	0.9044	4365	0.2914	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8923
0.1748	0.9054	4370	0.2916	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8933
0.1656	0.9065	4375	0.2928	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8928
0.0753	0.9075	4380	0.2914	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8930
0.1296	0.9085	4385	0.2922	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8928
0.1092	0.9096	4390	0.2889	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8930
0.1303	0.9106	4395	0.2873	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8938
0.107	0.9116	4400	0.2870	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8942
0.1577	0.9127	4405	0.2872	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8945
0.0888	0.9137	4410	0.2880	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8928
0.1415	0.9147	4415	0.2875	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8933
0.1898	0.9158	4420	0.2872	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8923
0.2618	0.9168	4425	0.2850	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8935
0.0342	0.9178	4430	0.2857	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8920
0.0893	0.9189	4435	0.2868	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8910
0.1672	0.9199	4440	0.2856	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8928
0.131	0.9210	4445	0.2876	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8920
0.1856	0.9220	4450	0.2868	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8918
0.0404	0.9230	4455	0.2855	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8915
0.0912	0.9241	4460	0.2883	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8915
0.1416	0.9251	4465	0.2900	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8915
0.1173	0.9261	4470	0.2890	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8930
0.1455	0.9272	4475	0.2883	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8913
0.1832	0.9282	4480	0.2892	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8915
0.0995	0.9292	4485	0.2873	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8918
0.0613	0.9303	4490	0.2871	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8935
0.1092	0.9313	4495	0.2868	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8910
0.0738	0.9324	4500	0.2861	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8918
0.2005	0.9334	4505	0.2867	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8930
0.178	0.9344	4510	0.2855	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8923
0.2906	0.9355	4515	0.2865	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8930
0.1583	0.9365	4520	0.2874	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8928
0.136	0.9375	4525	0.2867	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8928
0.2352	0.9386	4530	0.2877	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8933
0.0649	0.9396	4535	0.2868	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8918
0.0832	0.9406	4540	0.2869	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8923
0.108	0.9417	4545	0.2873	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8928
0.1236	0.9427	4550	0.2882	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8918
0.1905	0.9437	4555	0.2870	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8923
0.1405	0.9448	4560	0.2868	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8918
0.108	0.9458	4565	0.2868	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8930
0.2321	0.9469	4570	0.2852	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8925
0.1834	0.9479	4575	0.2860	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8940
0.2639	0.9489	4580	0.2845	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8933
0.0809	0.9500	4585	0.2857	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8930
0.1608	0.9510	4590	0.2854	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8930
0.1551	0.9520	4595	0.2841	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8923
0.1038	0.9531	4600	0.2835	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8933
0.1988	0.9541	4605	0.2856	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8942
0.221	0.9551	4610	0.2850	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8925
0.0794	0.9562	4615	0.2850	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8930
0.0859	0.9572	4620	0.2850	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8908
0.2655	0.9583	4625	0.2848	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8935
0.2461	0.9593	4630	0.2861	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8915
0.1876	0.9603	4635	0.2850	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8918
0.1941	0.9614	4640	0.2853	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8945
0.0995	0.9624	4645	0.2862	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8901
0.1091	0.9634	4650	0.2862	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8940
0.2233	0.9645	4655	0.2858	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8928
0.3177	0.9655	4660	0.2837	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8925
0.1092	0.9665	4665	0.2845	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8933
0.2127	0.9676	4670	0.2834	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8925
0.1472	0.9686	4675	0.2851	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8915
0.0948	0.9696	4680	0.2862	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8925
0.0769	0.9707	4685	0.2843	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8945
0.0905	0.9717	4690	0.2853	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8940
0.1803	0.9728	4695	0.2853	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8908
0.1052	0.9738	4700	0.2846	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8928
0.2304	0.9748	4705	0.2840	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8930
0.1022	0.9759	4710	0.2857	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8928
0.1454	0.9769	4715	0.2846	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8930
0.1843	0.9779	4720	0.2843	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8928
0.0965	0.9790	4725	0.2842	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8923
0.1827	0.9800	4730	0.2845	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8923
0.0934	0.9810	4735	0.2849	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8928
0.1566	0.9821	4740	0.2857	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8930
0.0769	0.9831	4745	0.2857	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8928
0.1236	0.9842	4750	0.2843	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8938
0.2563	0.9852	4755	0.2847	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8920
0.1311	0.9862	4760	0.2858	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8898
0.1972	0.9873	4765	0.2850	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8945
0.1663	0.9883	4770	0.2874	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8920
0.2071	0.9893	4775	0.2845	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8940
0.1043	0.9904	4780	0.2850	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8940
0.1304	0.9914	4785	0.2856	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8933
0.1287	0.9924	4790	0.2851	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8918
0.1444	0.9935	4795	0.2860	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8923
0.2039	0.9945	4800	0.2842	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8920
0.0935	0.9955	4805	0.2862	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8925
0.2855	0.9966	4810	0.2848	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8910
0.1383	0.9976	4815	0.2852	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8915
0.1669	0.9987	4820	0.2848	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8938
0.1716	0.9997	4825	0.2853	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8933

Framework versions

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