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Daewon0808/
v7sciqqa_augs_llama_lora

Name: v7sciqqa_augs_llama_lora
Availability: InStock

peft

safetensors

generated_from_trainer

Daewon0808/prm800k_llama_fulltune

adapter

llama3.1

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v7sciqqa_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: 0.4727
Prm accuracy: 0.8491
Prm precision: 0.8602
Prm recall: 0.9639
Prm specificty: 0.4348
Prm npv: 0.7692
Prm f1: 0.9091
Prm f1 neg: 0.5556
Prm f1 auc: 0.6993
Prm f1 auc (fixed): 0.8531

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	0.3310	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8882
0.2604	0.0008	5	0.3311	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8874
0.2928	0.0017	10	0.3349	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8871
0.426	0.0025	15	0.3309	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8879
0.422	0.0033	20	0.3322	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8884
0.3664	0.0042	25	0.3339	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8848
0.3546	0.005	30	0.3323	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8887
0.3268	0.0058	35	0.3289	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8874
0.3009	0.0067	40	0.3341	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8871
0.3755	0.0075	45	0.3324	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8876
0.3586	0.0083	50	0.3304	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8858
0.3698	0.0092	55	0.3360	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8829
0.4062	0.01	60	0.3351	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8827
0.373	0.0108	65	0.3328	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8790
0.2703	0.0117	70	0.3327	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8785
0.3048	0.0125	75	0.3285	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8779
0.394	0.0133	80	0.3247	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8753
0.365	0.0142	85	0.3281	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8717
0.3176	0.015	90	0.3330	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8696
0.2911	0.0158	95	0.3410	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8698
0.2469	0.0167	100	0.3456	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8704
0.2498	0.0175	105	0.3475	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8696
0.2126	0.0183	110	0.3431	0.7925	0.8765	0.8554	0.5652	0.52	0.8659	0.5417	0.7103	0.8638
0.2703	0.0192	115	0.3418	0.7925	0.8765	0.8554	0.5652	0.52	0.8659	0.5417	0.7103	0.8612
0.2487	0.02	120	0.3486	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8614
0.3574	0.0208	125	0.3505	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8620
0.2826	0.0217	130	0.3686	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8601
0.4181	0.0225	135	0.3735	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8622
0.1154	0.0233	140	0.3704	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8609
0.2092	0.0242	145	0.3738	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8557
0.3448	0.025	150	0.3901	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8528
0.3082	0.0258	155	0.3865	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8544
0.2528	0.0267	160	0.3843	0.8019	0.8780	0.8675	0.5652	0.5417	0.8727	0.5532	0.7163	0.8541
0.3415	0.0275	165	0.3842	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8554
0.2965	0.0283	170	0.4094	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8557
0.1142	0.0292	175	0.4135	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8594
0.3044	0.03	180	0.4158	0.8019	0.8690	0.8795	0.5217	0.5455	0.8743	0.5333	0.7006	0.8510
0.3092	0.0308	185	0.4288	0.8019	0.8690	0.8795	0.5217	0.5455	0.8743	0.5333	0.7006	0.8457
0.2574	0.0317	190	0.4373	0.7925	0.8675	0.8675	0.5217	0.5217	0.8675	0.5217	0.6946	0.8468
0.275	0.0325	195	0.4334	0.7925	0.8675	0.8675	0.5217	0.5217	0.8675	0.5217	0.6946	0.8483
0.2179	0.0333	200	0.4227	0.8019	0.8690	0.8795	0.5217	0.5455	0.8743	0.5333	0.7006	0.8594
0.1872	0.0342	205	0.4092	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8654
0.1508	0.035	210	0.4245	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8672
0.261	0.0358	215	0.4236	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8633
0.2405	0.0367	220	0.4377	0.7925	0.8506	0.8916	0.4348	0.5263	0.8706	0.4762	0.6632	0.8554
0.2519	0.0375	225	0.4317	0.7925	0.8506	0.8916	0.4348	0.5263	0.8706	0.4762	0.6632	0.8457
0.2129	0.0383	230	0.4575	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8473
0.2647	0.0392	235	0.4406	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8523
0.1823	0.04	240	0.4106	0.7736	0.8471	0.8675	0.4348	0.4762	0.8571	0.4545	0.6511	0.8504
0.2514	0.0408	245	0.4471	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8565
0.3407	0.0417	250	0.4788	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8617
0.2003	0.0425	255	0.4337	0.8113	0.8621	0.9036	0.4783	0.5789	0.8824	0.5238	0.6909	0.8628
0.2719	0.0433	260	0.5042	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8662
0.23	0.0442	265	0.5080	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8701
0.2365	0.045	270	0.4435	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8573
0.3181	0.0458	275	0.4775	0.7925	0.8427	0.9036	0.3913	0.5294	0.8721	0.45	0.6475	0.8628
0.1624	0.0467	280	0.4889	0.7925	0.8427	0.9036	0.3913	0.5294	0.8721	0.45	0.6475	0.8533
0.1878	0.0475	285	0.4670	0.7830	0.8488	0.8795	0.4348	0.5	0.8639	0.4651	0.6572	0.8489
0.245	0.0483	290	0.4557	0.7830	0.8488	0.8795	0.4348	0.5	0.8639	0.4651	0.6572	0.8549
0.2408	0.0492	295	0.4712	0.7925	0.8427	0.9036	0.3913	0.5294	0.8721	0.45	0.6475	0.8609
0.3053	0.05	300	0.4642	0.7925	0.8427	0.9036	0.3913	0.5294	0.8721	0.45	0.6475	0.8620
0.2131	0.0508	305	0.4273	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8599
0.2921	0.0517	310	0.4520	0.8019	0.8444	0.9157	0.3913	0.5625	0.8786	0.4615	0.6535	0.8738
0.1493	0.0525	315	0.4201	0.8113	0.8621	0.9036	0.4783	0.5789	0.8824	0.5238	0.6909	0.8808
0.1487	0.0533	320	0.4039	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8863
0.1698	0.0542	325	0.3837	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8908
0.2412	0.055	330	0.3653	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8858
0.1697	0.0558	335	0.4182	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8827
0.3804	0.0567	340	0.3811	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8787
0.1645	0.0575	345	0.3773	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8766
0.2222	0.0583	350	0.4272	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8800
0.274	0.0592	355	0.4051	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8730
0.2609	0.06	360	0.3936	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8596
0.2556	0.0608	365	0.3973	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8578
0.2744	0.0617	370	0.4023	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8625
0.2094	0.0625	375	0.3918	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8732
0.2474	0.0633	380	0.3642	0.8396	0.8929	0.9036	0.6087	0.6364	0.8982	0.6222	0.7562	0.8732
0.2063	0.0642	385	0.4051	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8816
0.2241	0.065	390	0.3950	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8837
0.2723	0.0658	395	0.3665	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8730
0.182	0.0667	400	0.3980	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8738
0.2029	0.0675	405	0.4544	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8808
0.1627	0.0683	410	0.3917	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8779
0.1699	0.0692	415	0.4028	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8740
0.2438	0.07	420	0.4098	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8751
0.1864	0.0708	425	0.4176	0.8113	0.8621	0.9036	0.4783	0.5789	0.8824	0.5238	0.6909	0.8662
0.1824	0.0717	430	0.4357	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8649
0.1707	0.0725	435	0.4202	0.7925	0.8588	0.8795	0.4783	0.5238	0.8690	0.5	0.6789	0.8628
0.1702	0.0733	440	0.4594	0.7925	0.8427	0.9036	0.3913	0.5294	0.8721	0.45	0.6475	0.8693
0.167	0.0742	445	0.5017	0.7925	0.8427	0.9036	0.3913	0.5294	0.8721	0.45	0.6475	0.8690
0.3035	0.075	450	0.4624	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8609
0.1535	0.0758	455	0.4863	0.7830	0.8261	0.9157	0.3043	0.5	0.8686	0.3784	0.6100	0.8730
0.2542	0.0767	460	0.4551	0.7830	0.8261	0.9157	0.3043	0.5	0.8686	0.3784	0.6100	0.8677
0.1517	0.0775	465	0.4249	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8552
0.1886	0.0783	470	0.4884	0.8019	0.8444	0.9157	0.3913	0.5625	0.8786	0.4615	0.6535	0.8675
0.1445	0.0792	475	0.4264	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8764
0.2986	0.08	480	0.3991	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8748
0.2456	0.0808	485	0.3929	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8808
0.2263	0.0817	490	0.3705	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8777
0.2754	0.0825	495	0.3808	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8722
0.2388	0.0833	500	0.3867	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8651
0.154	0.0842	505	0.4019	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8693
0.3357	0.085	510	0.4560	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8764
0.3143	0.0858	515	0.3803	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8727
0.242	0.0867	520	0.3744	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8732
0.1923	0.0875	525	0.4121	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8793
0.2714	0.0883	530	0.3813	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8774
0.2442	0.0892	535	0.4546	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8800
0.2391	0.09	540	0.3955	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8766
0.1639	0.0908	545	0.3954	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8790
0.0911	0.0917	550	0.4443	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8761
0.2167	0.0925	555	0.4125	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8714
0.1941	0.0933	560	0.3960	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8743
0.3175	0.0942	565	0.4214	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8777
0.2228	0.095	570	0.4086	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8683
0.1787	0.0958	575	0.3786	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8656
0.1996	0.0967	580	0.3864	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8722
0.3338	0.0975	585	0.4481	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8842
0.1256	0.0983	590	0.4594	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8732
0.1493	0.0992	595	0.4804	0.7925	0.8352	0.9157	0.3478	0.5333	0.8736	0.4211	0.6317	0.8677
0.1702	0.1	600	0.3842	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8667
0.1691	0.1008	605	0.4486	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8693
0.1406	0.1017	610	0.4447	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8727
0.1844	0.1025	615	0.3730	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8688
0.1381	0.1033	620	0.4506	0.7925	0.8211	0.9398	0.2609	0.5455	0.8764	0.3529	0.6003	0.8735
0.2874	0.1042	625	0.4377	0.7925	0.8211	0.9398	0.2609	0.5455	0.8764	0.3529	0.6003	0.8819
0.1711	0.105	630	0.3568	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8656
0.2357	0.1058	635	0.5023	0.7925	0.8211	0.9398	0.2609	0.5455	0.8764	0.3529	0.6003	0.8667
0.2778	0.1067	640	0.3970	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8683
0.1726	0.1075	645	0.5368	0.8019	0.8229	0.9518	0.2609	0.6	0.8827	0.3636	0.6063	0.8672
0.16	0.1083	650	0.5083	0.7925	0.8211	0.9398	0.2609	0.5455	0.8764	0.3529	0.6003	0.8722
0.1468	0.1092	655	0.4043	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8727
0.2273	0.11	660	0.4388	0.8019	0.8370	0.9277	0.3478	0.5714	0.88	0.4324	0.6378	0.8688
0.1821	0.1108	665	0.4777	0.8019	0.8370	0.9277	0.3478	0.5714	0.88	0.4324	0.6378	0.8609
0.1573	0.1117	670	0.4782	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8583
0.1147	0.1125	675	0.4384	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8612
0.204	0.1133	680	0.4165	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8596
0.225	0.1142	685	0.4282	0.8019	0.8444	0.9157	0.3913	0.5625	0.8786	0.4615	0.6535	0.8714
0.2219	0.115	690	0.4430	0.7925	0.8352	0.9157	0.3478	0.5333	0.8736	0.4211	0.6317	0.8879
0.1152	0.1158	695	0.4263	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8884
0.1446	0.1167	700	0.4521	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8863
0.137	0.1175	705	0.4304	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8745
0.172	0.1183	710	0.3985	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8622
0.1401	0.1192	715	0.4979	0.7830	0.8125	0.9398	0.2174	0.5	0.8715	0.3030	0.5786	0.8533
0.2007	0.12	720	0.4334	0.8019	0.8444	0.9157	0.3913	0.5625	0.8786	0.4615	0.6535	0.8567
0.1586	0.1208	725	0.3591	0.8491	0.8941	0.9157	0.6087	0.6667	0.9048	0.6364	0.7622	0.8544
0.1148	0.1217	730	0.4473	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8609
0.4614	0.1225	735	0.5115	0.7925	0.8280	0.9277	0.3043	0.5385	0.875	0.3889	0.6160	0.8717
0.2045	0.1233	740	0.3816	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8772
0.2167	0.1242	745	0.4170	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8790
0.123	0.125	750	0.4970	0.8113	0.8247	0.9639	0.2609	0.6667	0.8889	0.375	0.6124	0.8871
0.1291	0.1258	755	0.4445	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8819
0.2205	0.1267	760	0.4340	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8821
0.1337	0.1275	765	0.4207	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8816
0.0908	0.1283	770	0.4311	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8785
0.2603	0.1292	775	0.4751	0.8113	0.8247	0.9639	0.2609	0.6667	0.8889	0.375	0.6124	0.8834
0.1206	0.13	780	0.3710	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8761
0.2213	0.1308	785	0.4302	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8869
0.1301	0.1317	790	0.4852	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8866
0.2216	0.1325	795	0.4039	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8876
0.1225	0.1333	800	0.3749	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8874
0.2354	0.1342	805	0.4723	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8924
0.1728	0.135	810	0.3712	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8787
0.1542	0.1358	815	0.3749	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8790
0.064	0.1367	820	0.4142	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8816
0.2208	0.1375	825	0.4001	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8814
0.1661	0.1383	830	0.4197	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8845
0.2277	0.1392	835	0.4201	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8764
0.2165	0.14	840	0.4366	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8738
0.1116	0.1408	845	0.4195	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8683
0.1519	0.1417	850	0.5060	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8656
0.2944	0.1425	855	0.4354	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8656
0.1955	0.1433	860	0.3870	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8704
0.22	0.1442	865	0.3790	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8824
0.1196	0.145	870	0.4054	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8842
0.2041	0.1458	875	0.4104	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8866
0.1814	0.1467	880	0.3683	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8832
0.1673	0.1475	885	0.3503	0.8302	0.8916	0.8916	0.6087	0.6087	0.8916	0.6087	0.7501	0.8871
0.2218	0.1483	890	0.3564	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8926
0.2135	0.1492	895	0.4329	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8937
0.2812	0.15	900	0.3765	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8926
0.2152	0.1508	905	0.3293	0.8396	0.8929	0.9036	0.6087	0.6364	0.8982	0.6222	0.7562	0.8934
0.2755	0.1517	910	0.4254	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8968
0.194	0.1525	915	0.3603	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8965
0.2647	0.1533	920	0.3750	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8869
0.2087	0.1542	925	0.3695	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8779
0.1109	0.155	930	0.4037	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8756
0.2211	0.1558	935	0.4958	0.8019	0.8298	0.9398	0.3043	0.5833	0.8814	0.4	0.6221	0.8769
0.1649	0.1567	940	0.4135	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8714
0.0991	0.1575	945	0.3638	0.8396	0.8929	0.9036	0.6087	0.6364	0.8982	0.6222	0.7562	0.8704
0.1325	0.1583	950	0.5100	0.8113	0.8247	0.9639	0.2609	0.6667	0.8889	0.375	0.6124	0.8651
0.1053	0.1592	955	0.4349	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8635
0.1876	0.16	960	0.4157	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8614
0.1944	0.1608	965	0.4308	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8609
0.1733	0.1617	970	0.4450	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8656
0.163	0.1625	975	0.4200	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8641
0.1811	0.1633	980	0.4589	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8664
0.1237	0.1642	985	0.4544	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8654
0.2196	0.165	990	0.5036	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8594
0.1589	0.1658	995	0.4702	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8646
0.0915	0.1667	1000	0.4252	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8662
0.1639	0.1675	1005	0.4338	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8779
0.3044	0.1683	1010	0.4905	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8766
0.2103	0.1692	1015	0.4818	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8764
0.1252	0.17	1020	0.4553	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8743
0.1183	0.1708	1025	0.4594	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8706
0.1526	0.1717	1030	0.4615	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8675
0.0918	0.1725	1035	0.4566	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8743
0.1427	0.1733	1040	0.4081	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8808
0.188	0.1742	1045	0.3866	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8874
0.2026	0.175	1050	0.5208	0.7736	0.7980	0.9518	0.1304	0.4286	0.8681	0.2	0.5411	0.8971
0.0984	0.1758	1055	0.4839	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8882
0.1951	0.1767	1060	0.4368	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8806
0.1333	0.1775	1065	0.5189	0.7736	0.7980	0.9518	0.1304	0.4286	0.8681	0.2	0.5411	0.8858
0.341	0.1783	1070	0.4644	0.8019	0.8298	0.9398	0.3043	0.5833	0.8814	0.4	0.6221	0.8853
0.0912	0.1792	1075	0.4150	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8827
0.1438	0.18	1080	0.3952	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8848
0.2863	0.1808	1085	0.3847	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8887
0.0946	0.1817	1090	0.3731	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8819
0.1139	0.1825	1095	0.4256	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8869
0.1432	0.1833	1100	0.4474	0.8113	0.8387	0.9398	0.3478	0.6154	0.8864	0.4444	0.6438	0.8850
0.1809	0.1842	1105	0.4408	0.8019	0.8298	0.9398	0.3043	0.5833	0.8814	0.4	0.6221	0.8738
0.1202	0.185	1110	0.4270	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8662
0.112	0.1858	1115	0.4472	0.8019	0.8444	0.9157	0.3913	0.5625	0.8786	0.4615	0.6535	0.8515
0.1972	0.1867	1120	0.5150	0.7830	0.8191	0.9277	0.2609	0.5	0.8701	0.3429	0.5943	0.8423
0.1097	0.1875	1125	0.5148	0.7736	0.8105	0.9277	0.2174	0.4545	0.8652	0.2941	0.5726	0.8531
0.1272	0.1883	1130	0.5135	0.7830	0.8261	0.9157	0.3043	0.5	0.8686	0.3784	0.6100	0.8573
0.2798	0.1892	1135	0.4590	0.7925	0.8352	0.9157	0.3478	0.5333	0.8736	0.4211	0.6317	0.8607
0.1439	0.19	1140	0.4548	0.8019	0.8298	0.9398	0.3043	0.5833	0.8814	0.4	0.6221	0.8625
0.1542	0.1908	1145	0.4697	0.8019	0.8163	0.9639	0.2174	0.625	0.8840	0.3226	0.5906	0.8591
0.1257	0.1917	1150	0.3897	0.8019	0.8370	0.9277	0.3478	0.5714	0.88	0.4324	0.6378	0.8580
0.1623	0.1925	1155	0.4205	0.7925	0.8211	0.9398	0.2609	0.5455	0.8764	0.3529	0.6003	0.8638
0.2177	0.1933	1160	0.4392	0.8019	0.8229	0.9518	0.2609	0.6	0.8827	0.3636	0.6063	0.8646
0.2157	0.1942	1165	0.4645	0.8208	0.8265	0.9759	0.2609	0.75	0.8950	0.3871	0.6184	0.8620
0.1742	0.195	1170	0.4361	0.8019	0.8298	0.9398	0.3043	0.5833	0.8814	0.4	0.6221	0.8518
0.1412	0.1958	1175	0.4973	0.8208	0.8265	0.9759	0.2609	0.75	0.8950	0.3871	0.6184	0.8483
0.2291	0.1967	1180	0.4714	0.7925	0.8211	0.9398	0.2609	0.5455	0.8764	0.3529	0.6003	0.8504
0.1842	0.1975	1185	0.4065	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8533
0.3232	0.1983	1190	0.4210	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8649
0.1489	0.1992	1195	0.4131	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8677
0.5514	0.2	1200	0.4258	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8649
0.1178	0.2008	1205	0.3631	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8685
0.1176	0.2017	1210	0.3715	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8719
0.1522	0.2025	1215	0.3917	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8730
0.2025	0.2033	1220	0.3908	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8759
0.1726	0.2042	1225	0.3960	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8766
0.1716	0.205	1230	0.3984	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8730
0.1471	0.2058	1235	0.3527	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8704
0.1195	0.2067	1240	0.3799	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8795
0.1711	0.2075	1245	0.3960	0.8585	0.8864	0.9398	0.5652	0.7222	0.9123	0.6341	0.7525	0.8811
0.1335	0.2083	1250	0.4062	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8806
0.1918	0.2092	1255	0.4243	0.8585	0.8864	0.9398	0.5652	0.7222	0.9123	0.6341	0.7525	0.8782
0.122	0.21	1260	0.4015	0.8585	0.8864	0.9398	0.5652	0.7222	0.9123	0.6341	0.7525	0.8743
0.1941	0.2108	1265	0.4511	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8714
0.1939	0.2117	1270	0.4053	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8667
0.1153	0.2125	1275	0.4409	0.8679	0.8876	0.9518	0.5652	0.7647	0.9186	0.65	0.7585	0.8669
0.2224	0.2133	1280	0.4764	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8711
0.1579	0.2142	1285	0.4362	0.8585	0.8953	0.9277	0.6087	0.7	0.9112	0.6512	0.7682	0.8646
0.0844	0.215	1290	0.3924	0.8491	0.8941	0.9157	0.6087	0.6667	0.9048	0.6364	0.7622	0.8635
0.1919	0.2158	1295	0.4201	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8659
0.1535	0.2167	1300	0.4636	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8711
0.115	0.2175	1305	0.4286	0.8585	0.8864	0.9398	0.5652	0.7222	0.9123	0.6341	0.7525	0.8769
0.1125	0.2183	1310	0.4169	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8717
0.0894	0.2192	1315	0.4389	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8706
0.1855	0.22	1320	0.4582	0.8585	0.8864	0.9398	0.5652	0.7222	0.9123	0.6341	0.7525	0.8711
0.1828	0.2208	1325	0.4266	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8688
0.2564	0.2217	1330	0.4298	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8706
0.1177	0.2225	1335	0.3898	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8759
0.1465	0.2233	1340	0.3819	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8740
0.1113	0.2242	1345	0.4107	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8787
0.1071	0.225	1350	0.3830	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8756
0.2072	0.2258	1355	0.3963	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8832
0.136	0.2267	1360	0.4266	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8887
0.2613	0.2275	1365	0.3999	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8827
0.1168	0.2283	1370	0.3808	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8766
0.2014	0.2292	1375	0.4302	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8803
0.1467	0.23	1380	0.4086	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8845
0.1264	0.2308	1385	0.3854	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8816
0.2128	0.2317	1390	0.3944	0.8585	0.8696	0.9639	0.4783	0.7857	0.9143	0.5946	0.7211	0.8782
0.1635	0.2325	1395	0.3961	0.8585	0.8696	0.9639	0.4783	0.7857	0.9143	0.5946	0.7211	0.8761
0.1658	0.2333	1400	0.3807	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8819
0.1005	0.2342	1405	0.3874	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8821
0.1028	0.235	1410	0.3753	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8827
0.1667	0.2358	1415	0.4012	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8800
0.2359	0.2367	1420	0.4159	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8782
0.1492	0.2375	1425	0.3617	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8748
0.119	0.2383	1430	0.3236	0.8491	0.9036	0.9036	0.6522	0.6522	0.9036	0.6522	0.7779	0.8704
0.1333	0.2392	1435	0.3294	0.8491	0.8941	0.9157	0.6087	0.6667	0.9048	0.6364	0.7622	0.8779
0.1855	0.24	1440	0.3556	0.8585	0.8953	0.9277	0.6087	0.7	0.9112	0.6512	0.7682	0.8759
0.2374	0.2408	1445	0.3613	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8743
0.3376	0.2417	1450	0.3836	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8667
0.1448	0.2425	1455	0.4283	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8591
0.1941	0.2433	1460	0.4229	0.8019	0.8444	0.9157	0.3913	0.5625	0.8786	0.4615	0.6535	0.8470
0.2085	0.2442	1465	0.4035	0.7925	0.8506	0.8916	0.4348	0.5263	0.8706	0.4762	0.6632	0.8502
0.1212	0.245	1470	0.4482	0.7925	0.8144	0.9518	0.2174	0.5556	0.8778	0.3125	0.5846	0.8570
0.1787	0.2458	1475	0.4079	0.8019	0.8444	0.9157	0.3913	0.5625	0.8786	0.4615	0.6535	0.8594
0.1807	0.2467	1480	0.3855	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8434
0.1918	0.2475	1485	0.4428	0.7830	0.8261	0.9157	0.3043	0.5	0.8686	0.3784	0.6100	0.8460
0.1676	0.2483	1490	0.4406	0.7925	0.8211	0.9398	0.2609	0.5455	0.8764	0.3529	0.6003	0.8531
0.1199	0.2492	1495	0.3767	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8622
0.1635	0.25	1500	0.3713	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8683
0.1046	0.2508	1505	0.4036	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8664
0.1948	0.2517	1510	0.4688	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8646
0.0772	0.2525	1515	0.5043	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8638
0.3144	0.2533	1520	0.4809	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8638
0.1036	0.2542	1525	0.4107	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8659
0.1244	0.255	1530	0.4307	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8633
0.1422	0.2558	1535	0.4514	0.8019	0.8370	0.9277	0.3478	0.5714	0.88	0.4324	0.6378	0.8536
0.1101	0.2567	1540	0.4060	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8549
0.1027	0.2575	1545	0.4228	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8635
0.218	0.2583	1550	0.4264	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8683
0.0769	0.2592	1555	0.4059	0.8113	0.8621	0.9036	0.4783	0.5789	0.8824	0.5238	0.6909	0.8659
0.142	0.26	1560	0.4269	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8633
0.2099	0.2608	1565	0.5133	0.8019	0.8444	0.9157	0.3913	0.5625	0.8786	0.4615	0.6535	0.8573
0.1333	0.2617	1570	0.4485	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8622
0.1351	0.2625	1575	0.4212	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8711
0.1387	0.2633	1580	0.4540	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8743
0.1697	0.2642	1585	0.4882	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8693
0.1065	0.265	1590	0.4333	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8693
0.171	0.2658	1595	0.4157	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8745
0.1297	0.2667	1600	0.4551	0.7925	0.8427	0.9036	0.3913	0.5294	0.8721	0.45	0.6475	0.8709
0.2321	0.2675	1605	0.4720	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8753
0.151	0.2683	1610	0.4480	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8701
0.0976	0.2692	1615	0.4794	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8693
0.0943	0.27	1620	0.5090	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8667
0.071	0.2708	1625	0.4435	0.7925	0.8506	0.8916	0.4348	0.5263	0.8706	0.4762	0.6632	0.8656
0.1482	0.2717	1630	0.4282	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8635
0.2439	0.2725	1635	0.4912	0.7925	0.8280	0.9277	0.3043	0.5385	0.875	0.3889	0.6160	0.8659
0.2277	0.2733	1640	0.4946	0.8019	0.8163	0.9639	0.2174	0.625	0.8840	0.3226	0.5906	0.8719
0.1291	0.2742	1645	0.4033	0.8113	0.8621	0.9036	0.4783	0.5789	0.8824	0.5238	0.6909	0.8641
0.1046	0.275	1650	0.4071	0.7925	0.8588	0.8795	0.4783	0.5238	0.8690	0.5	0.6789	0.8677
0.1501	0.2758	1655	0.4607	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8730
0.2059	0.2767	1660	0.3797	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8740
0.2383	0.2775	1665	0.4909	0.8019	0.81	0.9759	0.1739	0.6667	0.8852	0.2759	0.5749	0.8759
0.1802	0.2783	1670	0.4608	0.8113	0.8182	0.9759	0.2174	0.7143	0.8901	0.3333	0.5966	0.8759
0.1408	0.2792	1675	0.4434	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8696
0.1503	0.28	1680	0.3751	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8651
0.1471	0.2808	1685	0.4112	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8664
0.084	0.2817	1690	0.4388	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8677
0.1019	0.2825	1695	0.4177	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8633
0.194	0.2833	1700	0.3632	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8664
0.1199	0.2842	1705	0.3456	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8607
0.134	0.285	1710	0.3588	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8635
0.2072	0.2858	1715	0.3681	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8612
0.2487	0.2867	1720	0.3534	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8594
0.1652	0.2875	1725	0.3564	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8528
0.0916	0.2883	1730	0.3814	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8594
0.2715	0.2892	1735	0.3958	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8727
0.1322	0.29	1740	0.3718	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8745
0.2779	0.2908	1745	0.3635	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8761
0.0679	0.2917	1750	0.3711	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8756
0.1249	0.2925	1755	0.4452	0.8491	0.8526	0.9759	0.3913	0.8182	0.9101	0.5294	0.6836	0.8848
0.245	0.2933	1760	0.3683	0.8585	0.8864	0.9398	0.5652	0.7222	0.9123	0.6341	0.7525	0.8800
0.3062	0.2942	1765	0.3235	0.8302	0.8916	0.8916	0.6087	0.6087	0.8916	0.6087	0.7501	0.8719
0.0713	0.295	1770	0.4246	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8748
0.1946	0.2958	1775	0.4524	0.8491	0.8526	0.9759	0.3913	0.8182	0.9101	0.5294	0.6836	0.8834
0.123	0.2967	1780	0.3565	0.8396	0.8929	0.9036	0.6087	0.6364	0.8982	0.6222	0.7562	0.8840
0.22	0.2975	1785	0.3689	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8782
0.0856	0.2983	1790	0.4182	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8793
0.0622	0.2992	1795	0.4902	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8777
0.1855	0.3	1800	0.5547	0.8113	0.8182	0.9759	0.2174	0.7143	0.8901	0.3333	0.5966	0.8819
0.1843	0.3008	1805	0.4480	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8787
0.0882	0.3017	1810	0.3948	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8777
0.1574	0.3025	1815	0.3828	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8819
0.0877	0.3033	1820	0.3863	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8840
0.1304	0.3042	1825	0.4192	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8882
0.2784	0.305	1830	0.3878	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8882
0.1443	0.3058	1835	0.3699	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8858
0.1366	0.3067	1840	0.3705	0.8585	0.8953	0.9277	0.6087	0.7	0.9112	0.6512	0.7682	0.8829
0.198	0.3075	1845	0.3917	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8821
0.1033	0.3083	1850	0.4502	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8819
0.1359	0.3092	1855	0.3815	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8819
0.115	0.31	1860	0.3509	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8782
0.1115	0.3108	1865	0.3552	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8764
0.3298	0.3117	1870	0.3718	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8772
0.1957	0.3125	1875	0.3485	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8732
0.1462	0.3133	1880	0.3809	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8732
0.054	0.3142	1885	0.5870	0.8019	0.8039	0.9880	0.1304	0.75	0.8865	0.2222	0.5592	0.8772
0.0737	0.315	1890	0.4051	0.8585	0.8864	0.9398	0.5652	0.7222	0.9123	0.6341	0.7525	0.8793
0.223	0.3158	1895	0.3379	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8761
0.1111	0.3167	1900	0.3891	0.8679	0.8876	0.9518	0.5652	0.7647	0.9186	0.65	0.7585	0.8785
0.2038	0.3175	1905	0.4403	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8782
0.1839	0.3183	1910	0.4363	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8782
0.0821	0.3192	1915	0.4501	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8869
0.3402	0.32	1920	0.3946	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8942
0.1386	0.3208	1925	0.3471	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8913
0.0789	0.3217	1930	0.4495	0.8019	0.8163	0.9639	0.2174	0.625	0.8840	0.3226	0.5906	0.8887
0.0731	0.3225	1935	0.4266	0.8113	0.8247	0.9639	0.2609	0.6667	0.8889	0.375	0.6124	0.8897
0.071	0.3233	1940	0.3692	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8863
0.0902	0.3242	1945	0.3324	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8824
0.0519	0.325	1950	0.3829	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8884
0.1089	0.3258	1955	0.3536	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8858
0.1428	0.3267	1960	0.3564	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8834
0.2107	0.3275	1965	0.4175	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8845
0.2541	0.3283	1970	0.4606	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8837
0.1389	0.3292	1975	0.4071	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8850
0.0755	0.33	1980	0.3901	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8814
0.2062	0.3308	1985	0.4598	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8751
0.1988	0.3317	1990	0.4163	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8706
0.1185	0.3325	1995	0.4369	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8753
0.2937	0.3333	2000	0.4416	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8745
0.1659	0.3342	2005	0.4250	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8643
0.1353	0.335	2010	0.4242	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8583
0.0767	0.3358	2015	0.4392	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8588
0.1284	0.3367	2020	0.4396	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8562
0.132	0.3375	2025	0.4608	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8594
0.1897	0.3383	2030	0.4887	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8601
0.1699	0.3392	2035	0.5024	0.8208	0.8265	0.9759	0.2609	0.75	0.8950	0.3871	0.6184	0.8591
0.1268	0.34	2040	0.4382	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8557
0.2896	0.3408	2045	0.4573	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8489
0.1124	0.3417	2050	0.5523	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8504
0.1845	0.3425	2055	0.5464	0.8396	0.8438	0.9759	0.3478	0.8	0.9050	0.4848	0.6619	0.8457
0.159	0.3433	2060	0.4229	0.7736	0.8554	0.8554	0.4783	0.4783	0.8554	0.4783	0.6668	0.8421
0.1329	0.3442	2065	0.4476	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8408
0.1657	0.345	2070	0.5465	0.8019	0.8229	0.9518	0.2609	0.6	0.8827	0.3636	0.6063	0.8355
0.1924	0.3458	2075	0.5361	0.8019	0.8229	0.9518	0.2609	0.6	0.8827	0.3636	0.6063	0.8384
0.1341	0.3467	2080	0.4298	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8373
0.1922	0.3475	2085	0.4233	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8531
0.1927	0.3483	2090	0.4656	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8549
0.1712	0.3492	2095	0.4557	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8570
0.1387	0.35	2100	0.4420	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8525
0.1788	0.3508	2105	0.4174	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8512
0.087	0.3517	2110	0.4158	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8483
0.1246	0.3525	2115	0.4455	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8465
0.1165	0.3533	2120	0.4493	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8468
0.147	0.3542	2125	0.4397	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8442
0.3059	0.355	2130	0.4017	0.8019	0.8780	0.8675	0.5652	0.5417	0.8727	0.5532	0.7163	0.8389
0.0856	0.3558	2135	0.4181	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8400
0.2549	0.3567	2140	0.4298	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8455
0.0509	0.3575	2145	0.4275	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8465
0.1225	0.3583	2150	0.4300	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8434
0.2122	0.3592	2155	0.4260	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8476
0.1882	0.36	2160	0.4216	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8533
0.0956	0.3608	2165	0.4184	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8525
0.0832	0.3617	2170	0.3906	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8594
0.1398	0.3625	2175	0.3687	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8544
0.1883	0.3633	2180	0.3988	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8575
0.1697	0.3642	2185	0.4306	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8573
0.1409	0.365	2190	0.4098	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8507
0.15	0.3658	2195	0.4151	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8476
0.1044	0.3667	2200	0.4402	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8515
0.1557	0.3675	2205	0.4433	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8541
0.2256	0.3683	2210	0.4109	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8533
0.1084	0.3692	2215	0.3986	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8559
0.1022	0.37	2220	0.4106	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8573
0.0607	0.3708	2225	0.4501	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8607
0.145	0.3717	2230	0.4800	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8601
0.1119	0.3725	2235	0.4801	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8562
0.188	0.3733	2240	0.4371	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8552
0.1078	0.3742	2245	0.4056	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8512
0.1254	0.375	2250	0.4062	0.7830	0.8488	0.8795	0.4348	0.5	0.8639	0.4651	0.6572	0.8394
0.0882	0.3758	2255	0.4169	0.7925	0.8588	0.8795	0.4783	0.5238	0.8690	0.5	0.6789	0.8392
0.1554	0.3767	2260	0.4112	0.7925	0.8588	0.8795	0.4783	0.5238	0.8690	0.5	0.6789	0.8376
0.1869	0.3775	2265	0.4409	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8434
0.1946	0.3783	2270	0.4637	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8512
0.1904	0.3792	2275	0.4531	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8520
0.1703	0.38	2280	0.4729	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8565
0.1372	0.3808	2285	0.5178	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8609
0.2265	0.3817	2290	0.4957	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8656
0.1617	0.3825	2295	0.4427	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8654
0.0986	0.3833	2300	0.4146	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8599
0.1646	0.3842	2305	0.4174	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8614
0.1408	0.385	2310	0.4375	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8583
0.093	0.3858	2315	0.4892	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8570
0.1636	0.3867	2320	0.4656	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8525
0.1147	0.3875	2325	0.4519	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8491
0.091	0.3883	2330	0.4371	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8473
0.2528	0.3892	2335	0.4339	0.8113	0.8706	0.8916	0.5217	0.5714	0.8810	0.5455	0.7067	0.8452
0.1289	0.39	2340	0.4307	0.8113	0.8795	0.8795	0.5652	0.5652	0.8795	0.5652	0.7224	0.8455
0.1508	0.3908	2345	0.4232	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8463
0.1228	0.3917	2350	0.4294	0.8208	0.8810	0.8916	0.5652	0.5909	0.8862	0.5778	0.7284	0.8473
0.0473	0.3925	2355	0.4486	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8544
0.1141	0.3933	2360	0.4457	0.8585	0.8696	0.9639	0.4783	0.7857	0.9143	0.5946	0.7211	0.8531
0.1635	0.3942	2365	0.4165	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8457
0.0884	0.395	2370	0.4022	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8544
0.1944	0.3958	2375	0.3937	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8596
0.1398	0.3967	2380	0.4186	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8583
0.1781	0.3975	2385	0.4370	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8552
0.2545	0.3983	2390	0.4518	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8565
0.1654	0.3992	2395	0.4691	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8473
0.1765	0.4	2400	0.4646	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8463
0.0971	0.4008	2405	0.4277	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8489
0.104	0.4017	2410	0.4245	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8489
0.1208	0.4025	2415	0.4580	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8463
0.238	0.4033	2420	0.4732	0.7925	0.8211	0.9398	0.2609	0.5455	0.8764	0.3529	0.6003	0.8455
0.106	0.4042	2425	0.4529	0.8019	0.8444	0.9157	0.3913	0.5625	0.8786	0.4615	0.6535	0.8442
0.3188	0.405	2430	0.4615	0.8019	0.8370	0.9277	0.3478	0.5714	0.88	0.4324	0.6378	0.8431
0.1995	0.4058	2435	0.4640	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8481
0.1198	0.4067	2440	0.4345	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8520
0.1639	0.4075	2445	0.4399	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8536
0.1987	0.4083	2450	0.4664	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8570
0.1519	0.4092	2455	0.4473	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8573
0.044	0.41	2460	0.4347	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8557
0.1897	0.4108	2465	0.4412	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8567
0.2707	0.4117	2470	0.4566	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8552
0.1025	0.4125	2475	0.4593	0.8113	0.8387	0.9398	0.3478	0.6154	0.8864	0.4444	0.6438	0.8580
0.1975	0.4133	2480	0.4609	0.8113	0.8387	0.9398	0.3478	0.6154	0.8864	0.4444	0.6438	0.8557
0.2769	0.4142	2485	0.4785	0.7925	0.8211	0.9398	0.2609	0.5455	0.8764	0.3529	0.6003	0.8518
0.1054	0.415	2490	0.4726	0.7925	0.8144	0.9518	0.2174	0.5556	0.8778	0.3125	0.5846	0.8573
0.1232	0.4158	2495	0.4569	0.7736	0.8105	0.9277	0.2174	0.4545	0.8652	0.2941	0.5726	0.8552
0.1733	0.4167	2500	0.4613	0.7736	0.8105	0.9277	0.2174	0.4545	0.8652	0.2941	0.5726	0.8559
0.2109	0.4175	2505	0.4785	0.7642	0.8021	0.9277	0.1739	0.4	0.8603	0.2424	0.5508	0.8520
0.1982	0.4183	2510	0.4913	0.7642	0.8021	0.9277	0.1739	0.4	0.8603	0.2424	0.5508	0.8523
0.1734	0.4192	2515	0.5009	0.7642	0.8021	0.9277	0.1739	0.4	0.8603	0.2424	0.5508	0.8559
0.211	0.42	2520	0.4749	0.7830	0.8191	0.9277	0.2609	0.5	0.8701	0.3429	0.5943	0.8586
0.089	0.4208	2525	0.4447	0.7925	0.8427	0.9036	0.3913	0.5294	0.8721	0.45	0.6475	0.8552
0.1064	0.4217	2530	0.4177	0.8113	0.8621	0.9036	0.4783	0.5789	0.8824	0.5238	0.6909	0.8559
0.092	0.4225	2535	0.4273	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8507
0.1214	0.4233	2540	0.4672	0.8019	0.8229	0.9518	0.2609	0.6	0.8827	0.3636	0.6063	0.8491
0.2206	0.4242	2545	0.5429	0.7830	0.8	0.9639	0.1304	0.5	0.8743	0.2069	0.5471	0.8491
0.2058	0.425	2550	0.5039	0.7830	0.8061	0.9518	0.1739	0.5	0.8729	0.2581	0.5629	0.8481
0.1814	0.4258	2555	0.4364	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8397
0.1219	0.4267	2560	0.4650	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8381
0.044	0.4275	2565	0.5165	0.8019	0.8163	0.9639	0.2174	0.625	0.8840	0.3226	0.5906	0.8366
0.1671	0.4283	2570	0.5171	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8360
0.1339	0.4292	2575	0.4440	0.8113	0.8621	0.9036	0.4783	0.5789	0.8824	0.5238	0.6909	0.8387
0.0824	0.43	2580	0.3907	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8413
0.0884	0.4308	2585	0.3924	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8546
0.1342	0.4317	2590	0.4057	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8573
0.1863	0.4325	2595	0.4232	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8578
0.1508	0.4333	2600	0.4382	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8620
0.0794	0.4342	2605	0.4356	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8625
0.1209	0.435	2610	0.4331	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8654
0.1436	0.4358	2615	0.4140	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8580
0.089	0.4367	2620	0.4139	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8528
0.1462	0.4375	2625	0.4227	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8557
0.0496	0.4383	2630	0.4923	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8604
0.0501	0.4392	2635	0.5848	0.8208	0.8265	0.9759	0.2609	0.75	0.8950	0.3871	0.6184	0.8580
0.1921	0.44	2640	0.5550	0.8113	0.8247	0.9639	0.2609	0.6667	0.8889	0.375	0.6124	0.8536
0.2335	0.4408	2645	0.5007	0.8113	0.8387	0.9398	0.3478	0.6154	0.8864	0.4444	0.6438	0.8410
0.0807	0.4417	2650	0.4744	0.8019	0.8444	0.9157	0.3913	0.5625	0.8786	0.4615	0.6535	0.8347
0.1377	0.4425	2655	0.4363	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8284
0.1573	0.4433	2660	0.4156	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8298
0.1025	0.4442	2665	0.4459	0.8113	0.8387	0.9398	0.3478	0.6154	0.8864	0.4444	0.6438	0.8405
0.1432	0.445	2670	0.4784	0.7925	0.8144	0.9518	0.2174	0.5556	0.8778	0.3125	0.5846	0.8478
0.2728	0.4458	2675	0.4534	0.7830	0.8261	0.9157	0.3043	0.5	0.8686	0.3784	0.6100	0.8470
0.1212	0.4467	2680	0.4386	0.8019	0.8523	0.9036	0.4348	0.5556	0.8772	0.4878	0.6692	0.8426
0.1561	0.4475	2685	0.4351	0.7925	0.8427	0.9036	0.3913	0.5294	0.8721	0.45	0.6475	0.8460
0.2447	0.4483	2690	0.4591	0.7925	0.8280	0.9277	0.3043	0.5385	0.875	0.3889	0.6160	0.8486
0.043	0.4492	2695	0.4677	0.8113	0.8387	0.9398	0.3478	0.6154	0.8864	0.4444	0.6438	0.8583
0.1429	0.45	2700	0.4692	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8586
0.1738	0.4508	2705	0.4472	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8607
0.2027	0.4517	2710	0.4362	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8562
0.1587	0.4525	2715	0.4206	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8544
0.2011	0.4533	2720	0.4432	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8546
0.0967	0.4542	2725	0.4887	0.8019	0.8298	0.9398	0.3043	0.5833	0.8814	0.4	0.6221	0.8528
0.2096	0.455	2730	0.4585	0.7925	0.8280	0.9277	0.3043	0.5385	0.875	0.3889	0.6160	0.8520
0.2237	0.4558	2735	0.4148	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8494
0.1553	0.4567	2740	0.4464	0.7925	0.8280	0.9277	0.3043	0.5385	0.875	0.3889	0.6160	0.8567
0.0928	0.4575	2745	0.4729	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8609
0.0794	0.4583	2750	0.4786	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8638
0.2449	0.4592	2755	0.4474	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8643
0.0869	0.46	2760	0.4133	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8570
0.0893	0.4608	2765	0.4177	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8559
0.0906	0.4617	2770	0.4603	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8625
0.1539	0.4625	2775	0.4874	0.7925	0.8211	0.9398	0.2609	0.5455	0.8764	0.3529	0.6003	0.8620
0.1427	0.4633	2780	0.4599	0.8019	0.8370	0.9277	0.3478	0.5714	0.88	0.4324	0.6378	0.8552
0.1944	0.4642	2785	0.4465	0.8113	0.8539	0.9157	0.4348	0.5882	0.8837	0.5	0.6752	0.8512
0.0705	0.465	2790	0.3977	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8573
0.0928	0.4658	2795	0.3928	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8559
0.1186	0.4667	2800	0.4150	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8588
0.2865	0.4675	2805	0.4395	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8646
0.0563	0.4683	2810	0.4404	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8698
0.1137	0.4692	2815	0.4549	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8717
0.1264	0.47	2820	0.4631	0.8113	0.8387	0.9398	0.3478	0.6154	0.8864	0.4444	0.6438	0.8766
0.297	0.4708	2825	0.4457	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8756
0.1279	0.4717	2830	0.4299	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8795
0.1791	0.4725	2835	0.4061	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8722
0.1102	0.4733	2840	0.4103	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8675
0.0809	0.4742	2845	0.4631	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8677
0.1249	0.475	2850	0.4891	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8753
0.1968	0.4758	2855	0.4741	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8714
0.3148	0.4767	2860	0.3983	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8677
0.0621	0.4775	2865	0.3928	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8654
0.1424	0.4783	2870	0.4362	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8607
0.1797	0.4792	2875	0.4384	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8578
0.0483	0.48	2880	0.4320	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8504
0.0978	0.4808	2885	0.4898	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8531
0.2575	0.4817	2890	0.5081	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8499
0.1296	0.4825	2895	0.4751	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8478
0.1592	0.4833	2900	0.4934	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8536
0.2311	0.4842	2905	0.4819	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8481
0.278	0.485	2910	0.4485	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8413
0.0839	0.4858	2915	0.4549	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8434
0.1373	0.4867	2920	0.4535	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8465
0.0754	0.4875	2925	0.4463	0.8679	0.8876	0.9518	0.5652	0.7647	0.9186	0.65	0.7585	0.8473
0.2743	0.4883	2930	0.4491	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8483
0.0778	0.4892	2935	0.4536	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8476
0.155	0.49	2940	0.4401	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8460
0.0948	0.4908	2945	0.4325	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8518
0.15	0.4917	2950	0.4381	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8544
0.148	0.4925	2955	0.4585	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8641
0.1226	0.4933	2960	0.4600	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8672
0.1398	0.4942	2965	0.4520	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8630
0.1217	0.495	2970	0.4319	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8601
0.2392	0.4958	2975	0.4331	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8541
0.1179	0.4967	2980	0.4347	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8520
0.1662	0.4975	2985	0.4594	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8544
0.1042	0.4983	2990	0.4440	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8562
0.0708	0.4992	2995	0.4695	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8570
0.231	0.5	3000	0.4630	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8549
0.1585	0.5008	3005	0.4583	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8544
0.1423	0.5017	3010	0.4374	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8518
0.1141	0.5025	3015	0.4589	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8544
0.039	0.5033	3020	0.4550	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8549
0.0767	0.5042	3025	0.4285	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8567
0.0717	0.505	3030	0.4100	0.8585	0.8864	0.9398	0.5652	0.7222	0.9123	0.6341	0.7525	0.8520
0.1672	0.5058	3035	0.3997	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8499
0.0332	0.5067	3040	0.4052	0.8491	0.8851	0.9277	0.5652	0.6842	0.9059	0.6190	0.7465	0.8544
0.1461	0.5075	3045	0.4397	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8594
0.0796	0.5083	3050	0.4545	0.8585	0.8696	0.9639	0.4783	0.7857	0.9143	0.5946	0.7211	0.8630
0.1778	0.5092	3055	0.4492	0.8585	0.8696	0.9639	0.4783	0.7857	0.9143	0.5946	0.7211	0.8664
0.2819	0.51	3060	0.4304	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8646
0.0906	0.5108	3065	0.4306	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8591
0.0993	0.5117	3070	0.4237	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8565
0.1608	0.5125	3075	0.4506	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8578
0.1689	0.5133	3080	0.4700	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8601
0.1093	0.5142	3085	0.4711	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8628
0.125	0.515	3090	0.4402	0.8585	0.8696	0.9639	0.4783	0.7857	0.9143	0.5946	0.7211	0.8643
0.0743	0.5158	3095	0.4122	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8711
0.1605	0.5167	3100	0.3983	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8706
0.1009	0.5175	3105	0.4211	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8732
0.0871	0.5183	3110	0.4232	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8706
0.105	0.5192	3115	0.4244	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8688
0.1331	0.52	3120	0.4337	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8614
0.1331	0.5208	3125	0.4611	0.8585	0.8696	0.9639	0.4783	0.7857	0.9143	0.5946	0.7211	0.8575
0.1613	0.5217	3130	0.4698	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8609
0.1594	0.5225	3135	0.4745	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8594
0.0973	0.5233	3140	0.4650	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8544
0.1068	0.5242	3145	0.4765	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8583
0.1061	0.525	3150	0.4690	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8544
0.1422	0.5258	3155	0.4449	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8536
0.0842	0.5267	3160	0.4417	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8494
0.116	0.5275	3165	0.4536	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8504
0.0467	0.5283	3170	0.4767	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8549
0.0759	0.5292	3175	0.4998	0.8585	0.8696	0.9639	0.4783	0.7857	0.9143	0.5946	0.7211	0.8544
0.0991	0.53	3180	0.4978	0.8585	0.8696	0.9639	0.4783	0.7857	0.9143	0.5946	0.7211	0.8559
0.0731	0.5308	3185	0.4768	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8507
0.2283	0.5317	3190	0.4739	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8573
0.2064	0.5325	3195	0.4716	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8591
0.142	0.5333	3200	0.4576	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8599
0.2392	0.5342	3205	0.4450	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8628
0.1513	0.535	3210	0.4742	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8701
0.1416	0.5358	3215	0.5149	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8690
0.1928	0.5367	3220	0.5200	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8628
0.1238	0.5375	3225	0.5137	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8620
0.2665	0.5383	3230	0.5157	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8559
0.0987	0.5392	3235	0.4981	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8539
0.1288	0.54	3240	0.4785	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8473
0.1193	0.5408	3245	0.4272	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8528
0.1294	0.5417	3250	0.4333	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8539
0.0731	0.5425	3255	0.4470	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8575
0.1856	0.5433	3260	0.4541	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8544
0.1655	0.5442	3265	0.4443	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8549
0.1105	0.545	3270	0.4557	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8510
0.1306	0.5458	3275	0.4507	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8507
0.0712	0.5467	3280	0.4530	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8502
0.1201	0.5475	3285	0.4413	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8552
0.0764	0.5483	3290	0.4261	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8601
0.1559	0.5492	3295	0.4242	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8594
0.107	0.55	3300	0.4453	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8649
0.1087	0.5508	3305	0.4679	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8704
0.0783	0.5517	3310	0.4893	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8719
0.0634	0.5525	3315	0.5070	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8711
0.0763	0.5533	3320	0.5281	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8672
0.0656	0.5542	3325	0.5339	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8646
0.2333	0.555	3330	0.5224	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8622
0.1134	0.5558	3335	0.5120	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8570
0.0651	0.5567	3340	0.5089	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8557
0.311	0.5575	3345	0.5078	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8562
0.2965	0.5583	3350	0.4679	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8591
0.1637	0.5592	3355	0.4407	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8583
0.0894	0.56	3360	0.4531	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8588
0.1707	0.5608	3365	0.4767	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8614
0.0655	0.5617	3370	0.4764	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8601
0.0853	0.5625	3375	0.4646	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8565
0.2509	0.5633	3380	0.4484	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8575
0.0688	0.5642	3385	0.4548	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8573
0.1926	0.565	3390	0.4859	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8559
0.0885	0.5658	3395	0.5118	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8559
0.2006	0.5667	3400	0.5245	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8583
0.0621	0.5675	3405	0.5229	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8539
0.0957	0.5683	3410	0.5068	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8523
0.2885	0.5692	3415	0.4977	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8504
0.1184	0.57	3420	0.4647	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8536
0.0634	0.5708	3425	0.4705	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8601
0.1496	0.5717	3430	0.4628	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8633
0.1468	0.5725	3435	0.4619	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8714
0.2376	0.5733	3440	0.4548	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8803
0.152	0.5742	3445	0.4191	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8800
0.0186	0.575	3450	0.4012	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8787
0.1331	0.5758	3455	0.4013	0.8396	0.8837	0.9157	0.5652	0.65	0.8994	0.6047	0.7404	0.8748
0.1196	0.5767	3460	0.4188	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8717
0.205	0.5775	3465	0.4339	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8706
0.0599	0.5783	3470	0.4431	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8709
0.2339	0.5792	3475	0.4401	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8662
0.0817	0.58	3480	0.4348	0.8585	0.8778	0.9518	0.5217	0.75	0.9133	0.6154	0.7368	0.8620
0.1078	0.5808	3485	0.4609	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8622
0.3152	0.5817	3490	0.4707	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8607
0.1423	0.5825	3495	0.4583	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8641
0.1024	0.5833	3500	0.4494	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8622
0.1304	0.5842	3505	0.4482	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8649
0.1614	0.585	3510	0.4563	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8651
0.0735	0.5858	3515	0.4445	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8622
0.2228	0.5867	3520	0.4476	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8583
0.1625	0.5875	3525	0.4395	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8565
0.0761	0.5883	3530	0.4252	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8541
0.1092	0.5892	3535	0.4305	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8591
0.1357	0.59	3540	0.4490	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8635
0.1169	0.5908	3545	0.4586	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8685
0.074	0.5917	3550	0.4512	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8654
0.041	0.5925	3555	0.4599	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8651
0.0816	0.5933	3560	0.4761	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8635
0.167	0.5942	3565	0.5195	0.8019	0.8229	0.9518	0.2609	0.6	0.8827	0.3636	0.6063	0.8604
0.1414	0.595	3570	0.5233	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8515
0.1511	0.5958	3575	0.5071	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8463
0.1352	0.5967	3580	0.4886	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8415
0.1121	0.5975	3585	0.4711	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8402
0.085	0.5983	3590	0.4571	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8394
0.1433	0.5992	3595	0.4439	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8360
0.0935	0.6	3600	0.4556	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8389
0.0998	0.6008	3605	0.4725	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8418
0.2903	0.6017	3610	0.4915	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8421
0.1721	0.6025	3615	0.5004	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8381
0.1476	0.6033	3620	0.5111	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8366
0.1744	0.6042	3625	0.4945	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8373
0.1526	0.605	3630	0.4805	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8381
0.1361	0.6058	3635	0.4838	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8371
0.1207	0.6067	3640	0.4816	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8358
0.2372	0.6075	3645	0.4686	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8347
0.2253	0.6083	3650	0.4475	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8381
0.1445	0.6092	3655	0.4379	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8415
0.1123	0.61	3660	0.4386	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8389
0.098	0.6108	3665	0.4577	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8426
0.0833	0.6117	3670	0.4647	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8473
0.1123	0.6125	3675	0.4633	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8489
0.1037	0.6133	3680	0.4606	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8463
0.1305	0.6142	3685	0.4599	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8449
0.1926	0.615	3690	0.4585	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8447
0.123	0.6158	3695	0.4636	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8436
0.1377	0.6167	3700	0.4714	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8452
0.1509	0.6175	3705	0.4867	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8486
0.1052	0.6183	3710	0.4821	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8499
0.0613	0.6192	3715	0.4686	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8442
0.066	0.62	3720	0.4549	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8421
0.1407	0.6208	3725	0.4518	0.8208	0.8636	0.9157	0.4783	0.6111	0.8889	0.5366	0.6970	0.8449
0.1799	0.6217	3730	0.4456	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8426
0.0693	0.6225	3735	0.4480	0.8208	0.8721	0.9036	0.5217	0.6	0.8876	0.5581	0.7127	0.8400
0.1923	0.6233	3740	0.4490	0.8302	0.8824	0.9036	0.5652	0.6190	0.8929	0.5909	0.7344	0.8353
0.2274	0.6242	3745	0.4572	0.8113	0.8621	0.9036	0.4783	0.5789	0.8824	0.5238	0.6909	0.8353
0.1097	0.625	3750	0.4586	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8373
0.1383	0.6258	3755	0.4934	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8421
0.0814	0.6267	3760	0.5239	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8444
0.1412	0.6275	3765	0.5084	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8452
0.0841	0.6283	3770	0.4727	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8408
0.1411	0.6292	3775	0.4581	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8384
0.1941	0.63	3780	0.4665	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8397
0.0471	0.6308	3785	0.4804	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8400
0.0954	0.6317	3790	0.4996	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8405
0.17	0.6325	3795	0.5127	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8439
0.1037	0.6333	3800	0.4974	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8481
0.0689	0.6342	3805	0.4990	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8494
0.0805	0.635	3810	0.4922	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8489
0.0896	0.6358	3815	0.4882	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8504
0.1183	0.6367	3820	0.4812	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8525
0.1284	0.6375	3825	0.4736	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8559
0.1669	0.6383	3830	0.4641	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8559
0.1043	0.6392	3835	0.4691	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8559
0.0943	0.64	3840	0.4640	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8539
0.0815	0.6408	3845	0.4549	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8507
0.0401	0.6417	3850	0.4606	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8507
0.1058	0.6425	3855	0.4651	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8502
0.2245	0.6433	3860	0.4814	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8525
0.1265	0.6442	3865	0.5046	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8570
0.0784	0.645	3870	0.5019	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8562
0.0996	0.6458	3875	0.4712	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8567
0.1808	0.6467	3880	0.4595	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8559
0.0812	0.6475	3885	0.4482	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8528
0.1979	0.6483	3890	0.4331	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8557
0.1218	0.6492	3895	0.4233	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8594
0.1324	0.65	3900	0.4250	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8573
0.1065	0.6508	3905	0.4416	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8586
0.2144	0.6517	3910	0.4514	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8583
0.1079	0.6525	3915	0.4483	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8607
0.1854	0.6533	3920	0.4401	0.8302	0.8652	0.9277	0.4783	0.6471	0.8953	0.55	0.7030	0.8567
0.0305	0.6542	3925	0.4357	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8567
0.0974	0.655	3930	0.4515	0.8396	0.875	0.9277	0.5217	0.6667	0.9006	0.5854	0.7247	0.8570
0.0984	0.6558	3935	0.4484	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8575
0.0906	0.6567	3940	0.4542	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8557
0.0573	0.6575	3945	0.4681	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8565
0.0661	0.6583	3950	0.4879	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8570
0.2297	0.6592	3955	0.4953	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8609
0.1038	0.66	3960	0.5030	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8625
0.0906	0.6608	3965	0.4852	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8612
0.0989	0.6617	3970	0.4640	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8546
0.1488	0.6625	3975	0.4695	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8510
0.1338	0.6633	3980	0.4656	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8533
0.1159	0.6642	3985	0.4748	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8544
0.1664	0.665	3990	0.4780	0.8113	0.8462	0.9277	0.3913	0.6	0.8851	0.4737	0.6595	0.8512
0.1145	0.6658	3995	0.4797	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8520
0.0762	0.6667	4000	0.4817	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8528
0.1152	0.6675	4005	0.4856	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8512
0.0812	0.6683	4010	0.4896	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8512
0.1204	0.6692	4015	0.4986	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8520
0.1238	0.67	4020	0.5130	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8520
0.0457	0.6708	4025	0.5074	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8478
0.1667	0.6717	4030	0.4984	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8476
0.0471	0.6725	4035	0.4921	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8457
0.1365	0.6733	4040	0.5052	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8452
0.0359	0.6742	4045	0.5154	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8465
0.1272	0.675	4050	0.5202	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8447
0.0625	0.6758	4055	0.5243	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8473
0.0861	0.6767	4060	0.5475	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8489
0.1543	0.6775	4065	0.5701	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8449
0.1774	0.6783	4070	0.5586	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8455
0.2135	0.6792	4075	0.5188	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8436
0.1764	0.68	4080	0.5052	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8418
0.2338	0.6808	4085	0.4999	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8402
0.0819	0.6817	4090	0.4960	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8439
0.1479	0.6825	4095	0.5082	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8418
0.0981	0.6833	4100	0.5148	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8394
0.1026	0.6842	4105	0.5254	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8402
0.127	0.685	4110	0.5351	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8408
0.1446	0.6858	4115	0.5383	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8405
0.0762	0.6867	4120	0.5325	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8394
0.129	0.6875	4125	0.5503	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8405
0.1484	0.6883	4130	0.5582	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8413
0.1194	0.6892	4135	0.5831	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8394
0.1202	0.69	4140	0.5848	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8402
0.1084	0.6908	4145	0.5911	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8387
0.0552	0.6917	4150	0.5600	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8366
0.0601	0.6925	4155	0.5490	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8324
0.1042	0.6933	4160	0.5389	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8318
0.156	0.6942	4165	0.5411	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8300
0.12	0.695	4170	0.5316	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8292
0.1277	0.6958	4175	0.5293	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8316
0.0786	0.6967	4180	0.5437	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8313
0.057	0.6975	4185	0.5353	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8355
0.1015	0.6983	4190	0.5353	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8334
0.0939	0.6992	4195	0.5342	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8347
0.1056	0.7	4200	0.5328	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8347
0.0249	0.7008	4205	0.5303	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8337
0.0994	0.7017	4210	0.5384	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8350
0.0403	0.7025	4215	0.5575	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8371
0.0935	0.7033	4220	0.5728	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8402
0.2753	0.7042	4225	0.5819	0.8491	0.8526	0.9759	0.3913	0.8182	0.9101	0.5294	0.6836	0.8392
0.0815	0.705	4230	0.5841	0.8491	0.8526	0.9759	0.3913	0.8182	0.9101	0.5294	0.6836	0.8410
0.1954	0.7058	4235	0.5777	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8402
0.1689	0.7067	4240	0.5418	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8397
0.0706	0.7075	4245	0.5336	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8381
0.059	0.7083	4250	0.5338	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8402
0.23	0.7092	4255	0.5371	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8413
0.1478	0.71	4260	0.5490	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8381
0.1439	0.7108	4265	0.5551	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8418
0.1222	0.7117	4270	0.5652	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8436
0.1745	0.7125	4275	0.5599	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8397
0.1482	0.7133	4280	0.5657	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8366
0.1751	0.7142	4285	0.5721	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8394
0.086	0.715	4290	0.5625	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8408
0.0879	0.7158	4295	0.5713	0.8491	0.8526	0.9759	0.3913	0.8182	0.9101	0.5294	0.6836	0.8402
0.0451	0.7167	4300	0.5643	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8410
0.0965	0.7175	4305	0.5486	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8413
0.0999	0.7183	4310	0.5554	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8408
0.1197	0.7192	4315	0.5643	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8423
0.0549	0.72	4320	0.5722	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8455
0.0914	0.7208	4325	0.5614	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8483
0.1112	0.7217	4330	0.5477	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8497
0.0422	0.7225	4335	0.5343	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8504
0.1598	0.7233	4340	0.5299	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8489
0.0653	0.7242	4345	0.5332	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8531
0.1078	0.725	4350	0.5393	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8515
0.1201	0.7258	4355	0.5500	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8478
0.0622	0.7267	4360	0.5472	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8497
0.1079	0.7275	4365	0.5487	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8473
0.089	0.7283	4370	0.5431	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8465
0.1036	0.7292	4375	0.5296	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8444
0.0537	0.73	4380	0.5265	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8460
0.026	0.7308	4385	0.5397	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8434
0.0703	0.7317	4390	0.5528	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8457
0.1826	0.7325	4395	0.5663	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8497
0.0649	0.7333	4400	0.5795	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8489
0.0507	0.7342	4405	0.5785	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8486
0.1225	0.735	4410	0.5699	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8483
0.1372	0.7358	4415	0.5635	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8486
0.0709	0.7367	4420	0.5403	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8499
0.0613	0.7375	4425	0.5283	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8494
0.088	0.7383	4430	0.5134	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8483
0.079	0.7392	4435	0.5077	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8468
0.1235	0.74	4440	0.5051	0.8208	0.8556	0.9277	0.4348	0.625	0.8902	0.5128	0.6812	0.8468
0.0527	0.7408	4445	0.5178	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8465
0.0756	0.7417	4450	0.5339	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8460
0.1861	0.7425	4455	0.5494	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8457
0.0814	0.7433	4460	0.5634	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8463
0.1894	0.7442	4465	0.5676	0.8491	0.8526	0.9759	0.3913	0.8182	0.9101	0.5294	0.6836	0.8452
0.072	0.745	4470	0.5651	0.8396	0.8438	0.9759	0.3478	0.8	0.9050	0.4848	0.6619	0.8431
0.1253	0.7458	4475	0.5631	0.8302	0.8351	0.9759	0.3043	0.7778	0.9	0.4375	0.6401	0.8426
0.1239	0.7467	4480	0.5656	0.8302	0.8351	0.9759	0.3043	0.7778	0.9	0.4375	0.6401	0.8415
0.0948	0.7475	4485	0.5576	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8418
0.0703	0.7483	4490	0.5538	0.8302	0.8351	0.9759	0.3043	0.7778	0.9	0.4375	0.6401	0.8426
0.1071	0.7492	4495	0.5511	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8405
0.1289	0.75	4500	0.5462	0.8396	0.8438	0.9759	0.3478	0.8	0.9050	0.4848	0.6619	0.8415
0.0888	0.7508	4505	0.5519	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8410
0.0594	0.7517	4510	0.5492	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8405
0.1681	0.7525	4515	0.5427	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8421
0.0212	0.7533	4520	0.5340	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8410
0.1172	0.7542	4525	0.5320	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8408
0.1714	0.755	4530	0.5266	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8397
0.1762	0.7558	4535	0.5247	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8400
0.1667	0.7567	4540	0.5214	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8394
0.1203	0.7575	4545	0.5236	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8397
0.0492	0.7583	4550	0.5233	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8387
0.2737	0.7592	4555	0.5285	0.8491	0.8526	0.9759	0.3913	0.8182	0.9101	0.5294	0.6836	0.8418
0.0997	0.76	4560	0.5334	0.8491	0.8526	0.9759	0.3913	0.8182	0.9101	0.5294	0.6836	0.8402
0.1108	0.7608	4565	0.5298	0.8491	0.8526	0.9759	0.3913	0.8182	0.9101	0.5294	0.6836	0.8408
0.213	0.7617	4570	0.5151	0.8585	0.8617	0.9759	0.4348	0.8333	0.9153	0.5714	0.7053	0.8421
0.0338	0.7625	4575	0.5102	0.8585	0.8617	0.9759	0.4348	0.8333	0.9153	0.5714	0.7053	0.8413
0.1438	0.7633	4580	0.5007	0.8585	0.8617	0.9759	0.4348	0.8333	0.9153	0.5714	0.7053	0.8400
0.1396	0.7642	4585	0.4999	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8415
0.0326	0.765	4590	0.4945	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8428
0.0723	0.7658	4595	0.4875	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8444
0.1131	0.7667	4600	0.4860	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8449
0.1264	0.7675	4605	0.4854	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8455
0.1321	0.7683	4610	0.4842	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8460
0.2133	0.7692	4615	0.4862	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8478
0.0138	0.77	4620	0.4801	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8473
0.0958	0.7708	4625	0.4667	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8470
0.1105	0.7717	4630	0.4638	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8463
0.1786	0.7725	4635	0.4654	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8476
0.0994	0.7733	4640	0.4687	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8486
0.082	0.7742	4645	0.4730	0.8585	0.8617	0.9759	0.4348	0.8333	0.9153	0.5714	0.7053	0.8504
0.1285	0.775	4650	0.4813	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8518
0.1323	0.7758	4655	0.4783	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8499
0.18	0.7767	4660	0.4835	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8507
0.0744	0.7775	4665	0.4794	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8502
0.064	0.7783	4670	0.4804	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8510
0.0487	0.7792	4675	0.4875	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8504
0.1368	0.78	4680	0.4915	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8502
0.0774	0.7808	4685	0.4909	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8518
0.0475	0.7817	4690	0.4906	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8507
0.1011	0.7825	4695	0.4894	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8507
0.1376	0.7833	4700	0.4830	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8528
0.1598	0.7842	4705	0.4793	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8518
0.1409	0.785	4710	0.4712	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8523
0.0519	0.7858	4715	0.4704	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8528
0.1196	0.7867	4720	0.4679	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8528
0.1798	0.7875	4725	0.4651	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8507
0.1501	0.7883	4730	0.4612	0.8491	0.8681	0.9518	0.4783	0.7333	0.9080	0.5789	0.7150	0.8510
0.18	0.7892	4735	0.4488	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8512
0.0745	0.79	4740	0.4380	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8473
0.3156	0.7908	4745	0.4315	0.8302	0.8736	0.9157	0.5217	0.6316	0.8941	0.5714	0.7187	0.8465
0.0831	0.7917	4750	0.4341	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8447
0.1409	0.7925	4755	0.4378	0.8491	0.8764	0.9398	0.5217	0.7059	0.9070	0.6	0.7307	0.8483
0.1139	0.7933	4760	0.4456	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8473
0.0462	0.7942	4765	0.4559	0.8396	0.8667	0.9398	0.4783	0.6875	0.9017	0.5641	0.7090	0.8504
0.0668	0.795	4770	0.4704	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8502
0.0495	0.7958	4775	0.4782	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8483
0.2006	0.7967	4780	0.4756	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8507
0.0867	0.7975	4785	0.4767	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8478
0.1223	0.7983	4790	0.4762	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8476
0.0637	0.7992	4795	0.4792	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8489
0.102	0.8	4800	0.4912	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8463
0.0646	0.8008	4805	0.4895	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8489
0.1058	0.8017	4810	0.4919	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8486
0.1193	0.8025	4815	0.4841	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8502
0.1351	0.8033	4820	0.4820	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8504
0.1555	0.8042	4825	0.4796	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8478
0.0799	0.805	4830	0.4738	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8478
0.1125	0.8058	4835	0.4761	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8470
0.2782	0.8067	4840	0.4780	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8470
0.2323	0.8075	4845	0.4749	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8481
0.1572	0.8083	4850	0.4749	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8507
0.0782	0.8092	4855	0.4760	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8489
0.1104	0.81	4860	0.4777	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8489
0.1062	0.8108	4865	0.4760	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8489
0.1064	0.8117	4870	0.4772	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8486
0.1212	0.8125	4875	0.4728	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8494
0.0703	0.8133	4880	0.4687	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8476
0.1166	0.8142	4885	0.4623	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8512
0.1192	0.815	4890	0.4676	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8510
0.2104	0.8158	4895	0.4791	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8497
0.0538	0.8167	4900	0.4808	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8520
0.0768	0.8175	4905	0.4878	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8499
0.0521	0.8183	4910	0.4872	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8510
0.0844	0.8192	4915	0.4889	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8518
0.1574	0.82	4920	0.4884	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8486
0.2226	0.8208	4925	0.4848	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8473
0.0895	0.8217	4930	0.4860	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8478
0.0905	0.8225	4935	0.4889	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8486
0.0811	0.8233	4940	0.4875	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8507
0.0867	0.8242	4945	0.4960	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8497
0.1388	0.825	4950	0.5023	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8507
0.0251	0.8258	4955	0.5006	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8523
0.2021	0.8267	4960	0.4962	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8541
0.0779	0.8275	4965	0.4955	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8536
0.0683	0.8283	4970	0.4938	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8546
0.16	0.8292	4975	0.4916	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8546
0.0897	0.83	4980	0.4895	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8546
0.0615	0.8308	4985	0.4828	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8554
0.0759	0.8317	4990	0.4861	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8552
0.0177	0.8325	4995	0.4838	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8546
0.1668	0.8333	5000	0.4818	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8562
0.0973	0.8342	5005	0.4797	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8570
0.1033	0.835	5010	0.4813	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8583
0.2254	0.8358	5015	0.4799	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8583
0.0917	0.8367	5020	0.4782	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8575
0.138	0.8375	5025	0.4800	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8567
0.036	0.8383	5030	0.4797	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8578
0.1856	0.8392	5035	0.4787	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8594
0.1293	0.84	5040	0.4775	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8565
0.1324	0.8408	5045	0.4677	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8559
0.1276	0.8417	5050	0.4632	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8541
0.0851	0.8425	5055	0.4600	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8525
0.1638	0.8433	5060	0.4623	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8541
0.1082	0.8442	5065	0.4636	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8512
0.1683	0.845	5070	0.4622	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8518
0.0719	0.8458	5075	0.4595	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8533
0.1049	0.8467	5080	0.4634	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8510
0.0656	0.8475	5085	0.4655	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8523
0.1903	0.8483	5090	0.4645	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8541
0.1626	0.8492	5095	0.4694	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8525
0.034	0.85	5100	0.4697	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8541
0.1079	0.8508	5105	0.4751	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8552
0.0827	0.8517	5110	0.4755	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8549
0.0867	0.8525	5115	0.4748	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8536
0.1252	0.8533	5120	0.4742	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8541
0.0729	0.8542	5125	0.4729	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8510
0.0941	0.855	5130	0.4706	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8510
0.0491	0.8558	5135	0.4714	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8523
0.0705	0.8567	5140	0.4708	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8515
0.1239	0.8575	5145	0.4674	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8533
0.1183	0.8583	5150	0.4758	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8518
0.2003	0.8592	5155	0.4739	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8528
0.0907	0.86	5160	0.4724	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8531
0.0919	0.8608	5165	0.4711	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8494
0.1094	0.8617	5170	0.4672	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8520
0.1457	0.8625	5175	0.4685	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8499
0.0749	0.8633	5180	0.4754	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8489
0.0712	0.8642	5185	0.4784	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8512
0.1043	0.865	5190	0.4834	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8510
0.1038	0.8658	5195	0.4861	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8523
0.0878	0.8667	5200	0.4867	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8528
0.1032	0.8675	5205	0.4840	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8533
0.1454	0.8683	5210	0.4864	0.8208	0.8333	0.9639	0.3043	0.7	0.8939	0.4242	0.6341	0.8528
0.0759	0.8692	5215	0.4880	0.8113	0.8316	0.9518	0.3043	0.6364	0.8876	0.4118	0.6281	0.8552
0.1249	0.87	5220	0.4867	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8536
0.1071	0.8708	5225	0.4850	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8528
0.1211	0.8717	5230	0.4798	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8520
0.1072	0.8725	5235	0.4801	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8531
0.0908	0.8733	5240	0.4786	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8507
0.0562	0.8742	5245	0.4801	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8510
0.1043	0.875	5250	0.4797	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8541
0.1955	0.8758	5255	0.4771	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8520
0.0555	0.8767	5260	0.4765	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8541
0.092	0.8775	5265	0.4722	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8544
0.1465	0.8783	5270	0.4762	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8525
0.0659	0.8792	5275	0.4770	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8507
0.141	0.88	5280	0.4741	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8528
0.0583	0.8808	5285	0.4758	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8520
0.034	0.8817	5290	0.4757	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8504
0.1968	0.8825	5295	0.4822	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8502
0.0777	0.8833	5300	0.4783	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8518
0.0893	0.8842	5305	0.4807	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8491
0.0355	0.885	5310	0.4787	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8510
0.1276	0.8858	5315	0.4759	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8515
0.0881	0.8867	5320	0.4808	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8510
0.0612	0.8875	5325	0.4808	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8510
0.0593	0.8883	5330	0.4790	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8536
0.171	0.8892	5335	0.4840	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8510
0.2187	0.89	5340	0.4812	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8515
0.065	0.8908	5345	0.4777	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8525
0.0873	0.8917	5350	0.4758	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8523
0.1389	0.8925	5355	0.4800	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8518
0.1355	0.8933	5360	0.4735	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8554
0.1787	0.8942	5365	0.4766	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8520
0.1085	0.895	5370	0.4766	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8544
0.0828	0.8958	5375	0.4761	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8536
0.2107	0.8967	5380	0.4776	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8544
0.2269	0.8975	5385	0.4781	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8541
0.0547	0.8983	5390	0.4754	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8552
0.0661	0.8992	5395	0.4781	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8528
0.1341	0.9	5400	0.4818	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8518
0.1964	0.9008	5405	0.4770	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8533
0.0872	0.9017	5410	0.4764	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8544
0.2206	0.9025	5415	0.4733	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8512
0.0651	0.9033	5420	0.4718	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8533
0.1222	0.9042	5425	0.4732	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8539
0.1036	0.905	5430	0.4705	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8546
0.0838	0.9058	5435	0.4719	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8539
0.1992	0.9067	5440	0.4733	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8536
0.082	0.9075	5445	0.4735	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8533
0.058	0.9083	5450	0.4724	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8559
0.0616	0.9092	5455	0.4699	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8554
0.0796	0.91	5460	0.4704	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8533
0.1061	0.9108	5465	0.4691	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8554
0.1067	0.9117	5470	0.4744	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8536
0.1398	0.9125	5475	0.4716	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8546
0.068	0.9133	5480	0.4761	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8539
0.1052	0.9142	5485	0.4773	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8533
0.087	0.915	5490	0.4774	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8541
0.1058	0.9158	5495	0.4765	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8554
0.0851	0.9167	5500	0.4773	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8559
0.1324	0.9175	5505	0.4776	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8531
0.114	0.9183	5510	0.4774	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8549
0.1077	0.9192	5515	0.4758	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8567
0.1432	0.92	5520	0.4784	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8552
0.1657	0.9208	5525	0.4735	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8559
0.1174	0.9217	5530	0.4737	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8557
0.1744	0.9225	5535	0.4707	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8557
0.0511	0.9233	5540	0.4711	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8562
0.0677	0.9242	5545	0.4734	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8554
0.0905	0.925	5550	0.4742	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8544
0.161	0.9258	5555	0.4732	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8554
0.1411	0.9267	5560	0.4719	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8552
0.1253	0.9275	5565	0.4696	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8544
0.1045	0.9283	5570	0.4714	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8541
0.0563	0.9292	5575	0.4723	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8557
0.2798	0.93	5580	0.4716	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8533
0.0799	0.9308	5585	0.4728	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8546
0.0474	0.9317	5590	0.4732	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8549
0.0705	0.9325	5595	0.4702	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8554
0.0776	0.9333	5600	0.4737	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8549
0.1318	0.9342	5605	0.4746	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8562
0.0725	0.935	5610	0.4749	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8557
0.0615	0.9358	5615	0.4741	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8565
0.0844	0.9367	5620	0.4763	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8570
0.0737	0.9375	5625	0.4726	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8559
0.1537	0.9383	5630	0.4734	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8546
0.0937	0.9392	5635	0.4739	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8549
0.0897	0.94	5640	0.4751	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8552
0.1357	0.9408	5645	0.4717	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8565
0.1219	0.9417	5650	0.4744	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8528
0.0991	0.9425	5655	0.4720	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8552
0.1245	0.9433	5660	0.4752	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8549
0.1364	0.9442	5665	0.4727	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8533
0.0359	0.945	5670	0.4704	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8567
0.1237	0.9458	5675	0.4728	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8552
0.0869	0.9467	5680	0.4755	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8557
0.06	0.9475	5685	0.4708	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8528
0.1869	0.9483	5690	0.4711	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8546
0.112	0.9492	5695	0.4711	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8557
0.1555	0.95	5700	0.4729	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8559
0.0618	0.9508	5705	0.4741	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8552
0.0579	0.9517	5710	0.4713	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8549
0.0695	0.9525	5715	0.4682	0.8302	0.8421	0.9639	0.3478	0.7273	0.8989	0.4706	0.6558	0.8539
0.1498	0.9533	5720	0.4677	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8549
0.1348	0.9542	5725	0.4719	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8536
0.1273	0.955	5730	0.4736	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8539
0.147	0.9558	5735	0.4708	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8552
0.0438	0.9567	5740	0.4729	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8533
0.0411	0.9575	5745	0.4700	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8552
0.0793	0.9583	5750	0.4725	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8552
0.1103	0.9592	5755	0.4708	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8539
0.0388	0.96	5760	0.4721	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8552
0.0672	0.9608	5765	0.4709	0.8208	0.8478	0.9398	0.3913	0.6429	0.8914	0.4865	0.6655	0.8544
0.0692	0.9617	5770	0.4687	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8539
0.1142	0.9625	5775	0.4712	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8557
0.1473	0.9633	5780	0.4708	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8525
0.0483	0.9642	5785	0.4719	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8559
0.1684	0.965	5790	0.4681	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8552
0.0631	0.9658	5795	0.4712	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8541
0.0603	0.9667	5800	0.4705	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8544
0.1598	0.9675	5805	0.4713	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8554
0.0394	0.9683	5810	0.4715	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8544
0.0904	0.9692	5815	0.4726	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8518
0.1641	0.97	5820	0.4704	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8559
0.0619	0.9708	5825	0.4704	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8546
0.1257	0.9717	5830	0.4695	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8557
0.0939	0.9725	5835	0.4697	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8554
0.0709	0.9733	5840	0.4700	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8554
0.0727	0.9742	5845	0.4747	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8539
0.1634	0.975	5850	0.4687	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8536
0.1725	0.9758	5855	0.4689	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8562
0.2406	0.9767	5860	0.4695	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8552
0.0696	0.9775	5865	0.4738	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8546
0.0954	0.9783	5870	0.4685	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8539
0.1357	0.9792	5875	0.4705	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8565
0.1355	0.98	5880	0.4719	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8559
0.0915	0.9808	5885	0.4684	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8562
0.1194	0.9817	5890	0.4704	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8559
0.0701	0.9825	5895	0.4688	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8557
0.0274	0.9833	5900	0.4720	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8557
0.3394	0.9842	5905	0.4711	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8539
0.155	0.985	5910	0.4709	0.8302	0.8571	0.9398	0.4348	0.6667	0.8966	0.5263	0.6873	0.8544
0.1562	0.9858	5915	0.4705	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8565
0.0724	0.9867	5920	0.4709	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8557
0.0382	0.9875	5925	0.4686	0.8208	0.8404	0.9518	0.3478	0.6667	0.8927	0.4571	0.6498	0.8557
0.0654	0.9883	5930	0.4695	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8575
0.0659	0.9892	5935	0.4709	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8528
0.0849	0.99	5940	0.4739	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8528
0.0753	0.9908	5945	0.4715	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8562
0.0939	0.9917	5950	0.4699	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8557
0.1163	0.9925	5955	0.4681	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8562
0.1686	0.9933	5960	0.4698	0.8302	0.8495	0.9518	0.3913	0.6923	0.8977	0.5	0.6716	0.8541
0.1302	0.9942	5965	0.4693	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8552
0.1718	0.995	5970	0.4721	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8557
0.1037	0.9958	5975	0.4726	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8559
0.1652	0.9967	5980	0.4717	0.8396	0.8511	0.9639	0.3913	0.75	0.9040	0.5143	0.6776	0.8552
0.2106	0.9975	5985	0.4698	0.8396	0.8587	0.9518	0.4348	0.7143	0.9029	0.5405	0.6933	0.8520
0.1176	0.9983	5990	0.4693	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8541
0.1396	0.9992	5995	0.4714	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8546
0.1396	1.0	6000	0.4727	0.8491	0.8602	0.9639	0.4348	0.7692	0.9091	0.5556	0.6993	0.8531

Framework versions

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

Daewon0808/v7sciqqa_augs_llama_lora

v7sciqqa_augs_llama_lora

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Daewon0808/
v7sciqqa_augs_llama_lora