mmlu_noaugs_llamabase_fulltune_rerun

This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.2939
• Prm accuracy: 0.8889
• Prm precision: 0.9043
• Prm recall: 0.9720
• Prm specificty: 0.4211
• Prm npv: 0.7273
• Prm f1: 0.9369
• Prm f1 neg: 0.5333
• Prm f1 auc: 0.6965
• Prm f1 auc (fixed): 0.8856

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: 1.25e-06
• train_batch_size: 1
• eval_batch_size: 4
• seed: 908932403
• distributed_type: multi-GPU
• num_devices: 8
• gradient_accumulation_steps: 4
• 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	5.1042	0.1508	0.0	0.0	1.0	0.1508	0.0	0.2621	0.5	0.5034
4.0334	0.002	5	5.1021	0.1508	0.0	0.0	1.0	0.1508	0.0	0.2621	0.5	0.5022
3.6146	0.004	10	5.1104	0.1508	0.0	0.0	1.0	0.1508	0.0	0.2621	0.5	0.5042
4.1636	0.006	15	5.0417	0.1508	0.0	0.0	1.0	0.1508	0.0	0.2621	0.5	0.5032
3.6919	0.008	20	5.0250	0.1508	0.0	0.0	1.0	0.1508	0.0	0.2621	0.5	0.5071
3.7705	0.01	25	4.8229	0.1508	0.0	0.0	1.0	0.1508	0.0	0.2621	0.5	0.5103
2.8815	0.012	30	4.2750	0.1508	0.0	0.0	1.0	0.1508	0.0	0.2621	0.5	0.5025
2.3646	0.014	35	4.0417	0.1508	0.0	0.0	1.0	0.1508	0.0	0.2621	0.5	0.5010
2.0104	0.016	40	2.9854	0.1667	0.75	0.0280	0.9474	0.1475	0.0541	0.2553	0.4877	0.4884
0.4913	0.018	45	1.9688	0.3095	0.7632	0.2710	0.5263	0.1136	0.4	0.1869	0.3987	0.4656
0.5196	0.02	50	1.6734	0.3968	0.7541	0.4299	0.2105	0.0615	0.5476	0.0952	0.3202	0.4702
0.466	0.022	55	1.4266	0.4365	0.7571	0.4953	0.1053	0.0357	0.5989	0.0533	0.3003	0.4904
0.3611	0.024	60	0.9964	0.5476	0.7907	0.6355	0.0526	0.025	0.7047	0.0339	0.3441	0.5344
0.4193	0.026	65	0.7026	0.6984	0.8286	0.8131	0.0526	0.0476	0.8208	0.05	0.4329	0.5876
0.3012	0.028	70	0.5633	0.7857	0.8448	0.9159	0.0526	0.1	0.8789	0.0690	0.4843	0.6139
0.2978	0.03	75	0.5190	0.8175	0.85	0.9533	0.0526	0.1667	0.8987	0.08	0.5030	0.6274
0.2773	0.032	80	0.4971	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.6331
0.2722	0.034	85	0.4785	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.6473
0.6274	0.036	90	0.4676	0.8333	0.8525	0.9720	0.0526	0.25	0.9083	0.0870	0.5123	0.6503
0.2947	0.038	95	0.4512	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.6579
0.2777	0.04	100	0.4481	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.6667
0.3548	0.042	105	0.4727	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.6815
0.3101	0.044	110	0.4555	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.6889
0.2207	0.046	115	0.4779	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.6936
0.2927	0.048	120	0.4531	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7036
0.2304	0.05	125	0.4642	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7258
0.2687	0.052	130	0.4189	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7314
0.234	0.054	135	0.4292	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7469
0.2413	0.056	140	0.4443	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.5526	0.7464
0.2855	0.058	145	0.4079	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7437
0.1763	0.06	150	0.4426	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.5526	0.7509
0.2035	0.062	155	0.4576	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.5526	0.7427
0.2241	0.064	160	0.4240	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7506
0.2523	0.066	165	0.4549	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.5526	0.7543
0.1745	0.068	170	0.4136	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7664
0.3364	0.07	175	0.3866	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.6006	0.7843
0.337	0.072	180	0.4115	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.5743	0.7902
0.2549	0.074	185	0.4189	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7868
0.2001	0.076	190	0.3964	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.7959
0.34	0.078	195	0.4298	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.5696	0.8052
0.2102	0.08	200	0.3870	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.7998
0.2159	0.082	205	0.4283	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7939
0.2124	0.084	210	0.3814	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.5696	0.7944
0.2197	0.086	215	0.4380	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.8010
0.374	0.088	220	0.3829	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.8077
0.196	0.09	225	0.4398	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.8018
0.2128	0.092	230	0.3846	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.7981
0.2251	0.094	235	0.3674	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.8089
0.19	0.096	240	0.3631	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.8205
0.3125	0.098	245	0.3361	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8214
0.1395	0.1	250	0.3553	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.8271
0.3567	0.102	255	0.3920	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.8382
0.2037	0.104	260	0.3224	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8303
0.2636	0.106	265	0.3786	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.8305
0.1967	0.108	270	0.3236	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8266
0.1996	0.11	275	0.3483	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8409
0.267	0.112	280	0.3400	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8458
0.2457	0.114	285	0.3628	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.5743	0.8396
0.264	0.116	290	0.3329	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8382
0.1771	0.118	295	0.3459	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.6006	0.8635
0.1985	0.12	300	0.3191	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8593
0.1354	0.122	305	0.3239	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8524
0.1743	0.124	310	0.3502	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8507
0.2009	0.126	315	0.3423	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8564
0.1533	0.128	320	0.3574	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.6006	0.8549
0.1712	0.13	325	0.3387	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8424
0.1359	0.132	330	0.3729	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.6006	0.8426
0.1697	0.134	335	0.3199	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8502
0.1963	0.136	340	0.3704	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.8428
0.1708	0.138	345	0.3375	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8416
0.3249	0.14	350	0.3220	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8377
0.2462	0.142	355	0.3216	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8330
0.2908	0.144	360	0.3192	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8436
0.2147	0.146	365	0.3150	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8487
0.1791	0.148	370	0.3141	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8546
0.1953	0.15	375	0.3079	0.8730	0.8957	0.9626	0.3684	0.6364	0.9279	0.4667	0.6655	0.8524
0.218	0.152	380	0.3614	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.5743	0.8473
0.1927	0.154	385	0.3109	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8527
0.1811	0.156	390	0.3231	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.8578
0.1866	0.158	395	0.3122	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8613
0.2163	0.16	400	0.3342	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.6006	0.8642
0.2673	0.162	405	0.3077	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8581
0.2137	0.164	410	0.3082	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8551
0.2024	0.166	415	0.3035	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8576
0.146	0.168	420	0.3177	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8596
0.2463	0.17	425	0.3365	0.8651	0.875	0.9813	0.2105	0.6667	0.9251	0.32	0.5959	0.8608
0.1292	0.172	430	0.3156	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8546
0.23	0.174	435	0.3541	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8578
0.2046	0.176	440	0.3197	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8603
0.2019	0.178	445	0.3397	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8665
0.1239	0.18	450	0.3577	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8716
0.1746	0.182	455	0.3025	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8591
0.1952	0.184	460	0.3009	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8551
0.1523	0.186	465	0.3061	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8574
0.1711	0.188	470	0.3195	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8650
0.2835	0.19	475	0.2936	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8618
0.2026	0.192	480	0.3086	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8549
0.1742	0.194	485	0.2974	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8382
0.1451	0.196	490	0.3234	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8352
0.1421	0.198	495	0.3666	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8451
0.2816	0.2	500	0.3169	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8446
0.2379	0.202	505	0.3366	0.8730	0.8760	0.9907	0.2105	0.8	0.9298	0.3333	0.6006	0.8485
0.1756	0.204	510	0.3066	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8473
0.331	0.206	515	0.2968	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8581
0.1739	0.208	520	0.3072	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8665
0.2072	0.21	525	0.2911	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8645
0.2039	0.212	530	0.2987	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8716
0.209	0.214	535	0.2766	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8837
0.1952	0.216	540	0.2791	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8810
0.1974	0.218	545	0.3214	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8773
0.2146	0.22	550	0.2942	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8765
0.258	0.222	555	0.2825	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8684
0.1187	0.224	560	0.3446	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8726
0.1622	0.226	565	0.3466	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8724
0.1248	0.228	570	0.2922	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8724
0.1873	0.23	575	0.3105	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8635
0.1738	0.232	580	0.3176	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8615
0.19	0.234	585	0.3256	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8682
0.1859	0.236	590	0.3415	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8699
0.1844	0.238	595	0.3187	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8633
0.2205	0.24	600	0.3177	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8701
0.1946	0.242	605	0.2901	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8692
0.1605	0.244	610	0.3176	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8635
0.191	0.246	615	0.2932	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8697
0.1727	0.248	620	0.2889	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8751
0.2275	0.25	625	0.2984	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8834
0.1463	0.252	630	0.2894	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8901
0.1637	0.254	635	0.2834	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8856
0.2655	0.256	640	0.2865	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8753
0.2186	0.258	645	0.2907	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8753
0.1895	0.26	650	0.2912	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8733
0.1365	0.262	655	0.2996	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8728
0.1734	0.264	660	0.3165	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8716
0.1461	0.266	665	0.2917	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8716
0.2718	0.268	670	0.3103	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8724
0.2234	0.27	675	0.3087	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8768
0.2055	0.272	680	0.2910	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8719
0.1745	0.274	685	0.3338	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8746
0.0765	0.276	690	0.2996	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8751
0.1551	0.278	695	0.2900	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8709
0.2535	0.28	700	0.2888	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8660
0.1782	0.282	705	0.2893	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8684
0.083	0.284	710	0.3114	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8758
0.1412	0.286	715	0.2973	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8736
0.1458	0.288	720	0.2967	0.8968	0.9196	0.9626	0.5263	0.7143	0.9406	0.6061	0.7445	0.8699
0.2573	0.29	725	0.3216	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8728
0.1399	0.292	730	0.3076	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8714
0.1631	0.294	735	0.2900	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8665
0.2247	0.296	740	0.3118	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8642
0.1226	0.298	745	0.3203	0.8730	0.8889	0.9720	0.3158	0.6667	0.9286	0.4286	0.6439	0.8665
0.1243	0.3	750	0.2942	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8672
0.107	0.302	755	0.2840	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8706
0.1901	0.304	760	0.2988	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8763
0.2056	0.306	765	0.2801	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8807
0.1641	0.308	770	0.2720	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8780
0.1122	0.31	775	0.2953	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8834
0.1741	0.312	780	0.2832	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8763
0.1098	0.314	785	0.2803	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8763
0.1841	0.316	790	0.2902	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8716
0.1545	0.318	795	0.2716	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8746
0.1592	0.32	800	0.2703	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8748
0.1807	0.322	805	0.2699	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8802
0.1572	0.324	810	0.2905	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8864
0.2053	0.326	815	0.2609	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8849
0.1908	0.328	820	0.2611	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8866
0.1768	0.33	825	0.2799	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8930
0.293	0.332	830	0.2799	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8888
0.1548	0.334	835	0.2620	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8827
0.1897	0.336	840	0.2650	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8854
0.1652	0.338	845	0.2731	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8893
0.1562	0.34	850	0.2651	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8950
0.1736	0.342	855	0.2651	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8965
0.213	0.344	860	0.2727	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8962
0.2333	0.346	865	0.2868	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8972
0.1151	0.348	870	0.2795	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8974
0.1182	0.35	875	0.2553	0.8968	0.9196	0.9626	0.5263	0.7143	0.9406	0.6061	0.7445	0.8972
0.1814	0.352	880	0.2716	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8979
0.1763	0.354	885	0.2654	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8950
0.1492	0.356	890	0.2591	0.8968	0.9196	0.9626	0.5263	0.7143	0.9406	0.6061	0.7445	0.8957
0.1828	0.358	895	0.2725	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8979
0.194	0.36	900	0.2689	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8997
0.1627	0.362	905	0.2632	0.9127	0.9211	0.9813	0.5263	0.8333	0.9502	0.6452	0.7538	0.8974
0.2158	0.364	910	0.2694	0.9127	0.9211	0.9813	0.5263	0.8333	0.9502	0.6452	0.7538	0.8967
0.1834	0.366	915	0.2703	0.8968	0.9196	0.9626	0.5263	0.7143	0.9406	0.6061	0.7445	0.8950
0.2143	0.368	920	0.2733	0.9048	0.9204	0.9720	0.5263	0.7692	0.9455	0.625	0.7491	0.8893
0.2105	0.37	925	0.2850	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8851
0.1573	0.372	930	0.2935	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8829
0.16	0.374	935	0.2874	0.9127	0.9211	0.9813	0.5263	0.8333	0.9502	0.6452	0.7538	0.8819
0.1128	0.376	940	0.2824	0.9127	0.9211	0.9813	0.5263	0.8333	0.9502	0.6452	0.7538	0.8797
0.1075	0.378	945	0.2966	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8792
0.1452	0.38	950	0.2914	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8763
0.2177	0.382	955	0.2939	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8728
0.1879	0.384	960	0.3060	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8699
0.1406	0.386	965	0.2963	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8692
0.1921	0.388	970	0.2993	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8689
0.1549	0.39	975	0.2980	0.8968	0.9196	0.9626	0.5263	0.7143	0.9406	0.6061	0.7445	0.8642
0.1531	0.392	980	0.3050	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8687
0.1324	0.394	985	0.3041	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8657
0.2252	0.396	990	0.2937	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8692
0.2008	0.398	995	0.2897	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8697
0.2458	0.4	1000	0.3011	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8711
0.1736	0.402	1005	0.2912	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8689
0.1347	0.404	1010	0.2999	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.7059	0.8704
0.1342	0.406	1015	0.2813	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8697
0.2089	0.408	1020	0.2862	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8699
0.1239	0.41	1025	0.2949	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8768
0.0989	0.412	1030	0.3089	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8775
0.2778	0.414	1035	0.3202	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.7059	0.8780
0.1054	0.416	1040	0.2865	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.7059	0.8756
0.1456	0.418	1045	0.2762	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8770
0.1165	0.42	1050	0.3140	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8805
0.2055	0.422	1055	0.3074	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.7059	0.8834
0.1722	0.424	1060	0.2894	0.8651	0.9091	0.9346	0.4737	0.5625	0.9217	0.5143	0.7041	0.8802
0.1757	0.426	1065	0.2932	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8832
0.2826	0.428	1070	0.3240	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8844
0.2267	0.43	1075	0.2875	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8797
0.2456	0.432	1080	0.2853	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8738
0.1659	0.434	1085	0.2948	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.7059	0.8726
0.2032	0.436	1090	0.3016	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.7059	0.8692
0.1618	0.438	1095	0.2805	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8672
0.1764	0.44	1100	0.2890	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8684
0.2181	0.442	1105	0.3173	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8719
0.1661	0.444	1110	0.2810	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8714
0.2064	0.446	1115	0.2791	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8704
0.1269	0.448	1120	0.2967	0.9048	0.9060	0.9907	0.4211	0.8889	0.9464	0.5714	0.7059	0.8721
0.1657	0.45	1125	0.2964	0.9127	0.9138	0.9907	0.4737	0.9	0.9507	0.6207	0.7322	0.8733
0.1465	0.452	1130	0.2857	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8768
0.2202	0.454	1135	0.2769	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8748
0.1654	0.456	1140	0.2811	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.8719
0.2502	0.458	1145	0.2868	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8728
0.2185	0.46	1150	0.2969	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8741
0.1272	0.462	1155	0.2757	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8697
0.1917	0.464	1160	0.2762	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8677
0.1629	0.466	1165	0.3058	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8768
0.1948	0.468	1170	0.3129	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8780
0.1045	0.47	1175	0.2880	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8778
0.1351	0.472	1180	0.2822	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8743
0.1912	0.474	1185	0.3250	0.8889	0.8908	0.9907	0.3158	0.8571	0.9381	0.4615	0.6532	0.8780
0.1498	0.476	1190	0.3212	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8748
0.2382	0.478	1195	0.2878	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8741
0.1189	0.48	1200	0.3045	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8780
0.2651	0.482	1205	0.3148	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8822
0.1785	0.484	1210	0.2845	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8756
0.1907	0.486	1215	0.2886	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8773
0.1147	0.488	1220	0.3194	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8834
0.1946	0.49	1225	0.3078	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8842
0.2079	0.492	1230	0.2913	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8785
0.1558	0.494	1235	0.2813	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8763
0.1909	0.496	1240	0.2854	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8760
0.2035	0.498	1245	0.2981	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8701
0.1628	0.5	1250	0.3001	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8684
0.1625	0.502	1255	0.3044	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8714
0.2466	0.504	1260	0.3455	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8728
0.1271	0.506	1265	0.3309	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8733
0.1866	0.508	1270	0.2965	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8679
0.1366	0.51	1275	0.3085	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8679
0.1534	0.512	1280	0.3292	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8768
0.1168	0.514	1285	0.3010	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8746
0.1151	0.516	1290	0.2953	0.9048	0.9130	0.9813	0.4737	0.8182	0.9459	0.6	0.7275	0.8741
0.1828	0.518	1295	0.3125	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8780
0.2143	0.52	1300	0.3034	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8812
0.1187	0.522	1305	0.2823	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8773
0.2251	0.524	1310	0.2963	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8802
0.1883	0.526	1315	0.2952	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8797
0.1076	0.528	1320	0.2966	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8810
0.0961	0.53	1325	0.3035	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8815
0.2101	0.532	1330	0.3032	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8810
0.1907	0.534	1335	0.3049	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8775
0.1299	0.536	1340	0.2980	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8783
0.1493	0.538	1345	0.2850	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8829
0.1712	0.54	1350	0.2960	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8797
0.1665	0.542	1355	0.2968	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8790
0.102	0.544	1360	0.3116	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8797
0.2277	0.546	1365	0.3073	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8795
0.2471	0.548	1370	0.2871	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8834
0.1873	0.55	1375	0.2829	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8822
0.1848	0.552	1380	0.2971	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8812
0.1643	0.554	1385	0.3282	0.8810	0.8833	0.9907	0.2632	0.8333	0.9339	0.4	0.6269	0.8824
0.2334	0.556	1390	0.3025	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8785
0.177	0.558	1395	0.2842	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8792
0.1181	0.56	1400	0.2759	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8790
0.1056	0.562	1405	0.2923	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8824
0.1016	0.564	1410	0.3184	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8834
0.1712	0.566	1415	0.3053	0.8968	0.8983	0.9907	0.3684	0.875	0.9422	0.5185	0.6795	0.8829
0.1223	0.568	1420	0.2900	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8827
0.228	0.57	1425	0.2838	0.8889	0.9189	0.9533	0.5263	0.6667	0.9358	0.5882	0.7398	0.8844
0.1388	0.572	1430	0.3002	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8834
0.1194	0.574	1435	0.3007	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8827
0.1678	0.576	1440	0.2868	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8810
0.1966	0.578	1445	0.2839	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8807
0.1669	0.58	1450	0.2860	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8832
0.1461	0.582	1455	0.3072	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8827
0.1174	0.584	1460	0.2987	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8844
0.1506	0.586	1465	0.2901	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8810
0.0936	0.588	1470	0.2861	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8832
0.1461	0.59	1475	0.3009	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8871
0.1793	0.592	1480	0.3066	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8837
0.1442	0.594	1485	0.3023	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8864
0.085	0.596	1490	0.2830	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8854
0.1499	0.598	1495	0.2775	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8824
0.1181	0.6	1500	0.2757	0.8889	0.9189	0.9533	0.5263	0.6667	0.9358	0.5882	0.7398	0.8856
0.1855	0.602	1505	0.2759	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8817
0.1365	0.604	1510	0.2918	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8859
0.1011	0.606	1515	0.2819	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8861
0.1929	0.608	1520	0.2699	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8832
0.1097	0.61	1525	0.2747	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8839
0.1684	0.612	1530	0.2817	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8824
0.1322	0.614	1535	0.2747	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8866
0.1677	0.616	1540	0.2783	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8888
0.1763	0.618	1545	0.2846	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8847
0.0962	0.62	1550	0.2819	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8844
0.178	0.622	1555	0.2842	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8856
0.1661	0.624	1560	0.2809	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8824
0.1231	0.626	1565	0.2810	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8802
0.1253	0.628	1570	0.2818	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8842
0.2685	0.63	1575	0.2796	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8829
0.1628	0.632	1580	0.2803	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8844
0.0912	0.634	1585	0.2907	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8854
0.1455	0.636	1590	0.3134	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8851
0.1632	0.638	1595	0.3073	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8851
0.2008	0.64	1600	0.2927	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8859
0.1241	0.642	1605	0.2925	0.8810	0.9182	0.9439	0.5263	0.625	0.9309	0.5714	0.7351	0.8832
0.0811	0.644	1610	0.2979	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8807
0.1841	0.646	1615	0.3274	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8832
0.1921	0.648	1620	0.3140	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8847
0.1052	0.65	1625	0.3020	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8807
0.1321	0.652	1630	0.3064	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8797
0.1453	0.654	1635	0.3150	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8807
0.152	0.656	1640	0.3295	0.8730	0.8824	0.9813	0.2632	0.7143	0.9292	0.3846	0.6222	0.8829
0.0921	0.658	1645	0.3197	0.8810	0.8898	0.9813	0.3158	0.75	0.9333	0.4444	0.6485	0.8827
0.1607	0.66	1650	0.3046	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8834
0.1117	0.662	1655	0.3083	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8876
0.1821	0.664	1660	0.3088	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8874
0.224	0.666	1665	0.3138	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8849
0.1809	0.668	1670	0.3090	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8849
0.1042	0.67	1675	0.2995	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8824
0.1537	0.672	1680	0.2956	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8829
0.1634	0.674	1685	0.2953	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8837
0.1952	0.676	1690	0.2937	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8844
0.1669	0.678	1695	0.2852	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8842
0.1737	0.68	1700	0.2871	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8810
0.1279	0.682	1705	0.2866	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8792
0.162	0.684	1710	0.2877	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8773
0.1065	0.686	1715	0.2949	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8792
0.1261	0.688	1720	0.3012	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8775
0.1807	0.69	1725	0.3031	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8756
0.1017	0.692	1730	0.2989	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8746
0.1292	0.694	1735	0.2951	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8746
0.1016	0.696	1740	0.2968	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8704
0.1271	0.698	1745	0.3028	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8733
0.0857	0.7	1750	0.3067	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8753
0.1185	0.702	1755	0.3192	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8778
0.1002	0.704	1760	0.3324	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8760
0.1878	0.706	1765	0.3215	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8756
0.116	0.708	1770	0.3105	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8775
0.1474	0.71	1775	0.3018	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8788
0.2384	0.712	1780	0.3037	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8783
0.1713	0.714	1785	0.2989	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8810
0.0869	0.716	1790	0.2905	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8817
0.1558	0.718	1795	0.2973	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8810
0.1835	0.72	1800	0.3059	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8839
0.1361	0.722	1805	0.3016	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8819
0.1898	0.724	1810	0.2871	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8817
0.2094	0.726	1815	0.2853	0.8730	0.9099	0.9439	0.4737	0.6	0.9266	0.5294	0.7088	0.8819
0.162	0.728	1820	0.2871	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8817
0.2376	0.73	1825	0.2961	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8842
0.137	0.732	1830	0.2972	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8839
0.2225	0.734	1835	0.2943	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8829
0.1904	0.736	1840	0.2943	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8844
0.2026	0.738	1845	0.2944	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8842
0.1205	0.74	1850	0.2904	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8829
0.1714	0.742	1855	0.2887	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8834
0.1259	0.744	1860	0.2925	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8827
0.1044	0.746	1865	0.2883	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8847
0.1063	0.748	1870	0.2874	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8812
0.2288	0.75	1875	0.2879	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8832
0.1562	0.752	1880	0.2854	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8834
0.1064	0.754	1885	0.2862	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8834
0.1965	0.756	1890	0.2901	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8849
0.2178	0.758	1895	0.2945	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8834
0.2062	0.76	1900	0.2908	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8849
0.1036	0.762	1905	0.2884	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8834
0.1942	0.764	1910	0.2897	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8819
0.1088	0.766	1915	0.2890	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8847
0.1118	0.768	1920	0.2870	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8834
0.158	0.77	1925	0.2898	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8819
0.0904	0.772	1930	0.2912	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8837
0.12	0.774	1935	0.2919	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8829
0.0695	0.776	1940	0.2914	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8837
0.1258	0.778	1945	0.2909	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8832
0.1457	0.78	1950	0.2883	0.8730	0.9027	0.9533	0.4211	0.6154	0.9273	0.5	0.6872	0.8829
0.1787	0.782	1955	0.2885	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8824
0.1656	0.784	1960	0.2934	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8851
0.0675	0.786	1965	0.2963	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8824
0.129	0.788	1970	0.3020	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8822
0.2459	0.79	1975	0.3024	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8817
0.0945	0.792	1980	0.2976	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8819
0.1473	0.794	1985	0.2969	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8815
0.1448	0.796	1990	0.2924	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8815
0.1472	0.798	1995	0.2868	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8842
0.1737	0.8	2000	0.2842	0.8810	0.9035	0.9626	0.4211	0.6667	0.9321	0.5161	0.6918	0.8837
0.1329	0.802	2005	0.2863	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8815
0.1322	0.804	2010	0.2899	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8815
0.1695	0.806	2015	0.2893	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8827
0.2285	0.808	2020	0.2903	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8844
0.1205	0.81	2025	0.2909	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8844
0.2538	0.812	2030	0.2933	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8837
0.1315	0.814	2035	0.2953	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8829
0.1899	0.816	2040	0.2927	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8849
0.1244	0.818	2045	0.2902	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8834
0.1049	0.82	2050	0.2885	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8842
0.1074	0.822	2055	0.2901	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8849
0.2359	0.824	2060	0.2906	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8839
0.0951	0.826	2065	0.2919	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8847
0.1499	0.828	2070	0.2964	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8847
0.1672	0.83	2075	0.2980	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8859
0.0843	0.832	2080	0.3022	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8844
0.1146	0.834	2085	0.3058	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8893
0.1292	0.836	2090	0.3050	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8861
0.1355	0.838	2095	0.3016	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8856
0.1529	0.84	2100	0.2952	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8859
0.1419	0.842	2105	0.2924	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8847
0.1154	0.844	2110	0.2910	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8849
0.2466	0.846	2115	0.2913	0.8810	0.9107	0.9533	0.4737	0.6429	0.9315	0.5455	0.7135	0.8847
0.1774	0.848	2120	0.2921	0.8889	0.9115	0.9626	0.4737	0.6923	0.9364	0.5625	0.7182	0.8837
0.1442	0.85	2125	0.2943	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8851
0.1313	0.852	2130	0.2975	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8849
0.0961	0.854	2135	0.2986	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8837
0.1497	0.856	2140	0.3025	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8844
0.1047	0.858	2145	0.3029	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8856
0.0908	0.86	2150	0.3024	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8844
0.1772	0.862	2155	0.3003	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8834
0.1821	0.864	2160	0.2956	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8842
0.1401	0.866	2165	0.2935	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8837
0.1616	0.868	2170	0.2907	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8837
0.1067	0.87	2175	0.2899	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8839
0.0849	0.872	2180	0.2927	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8842
0.1514	0.874	2185	0.2907	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8849
0.1656	0.876	2190	0.2922	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8842
0.1103	0.878	2195	0.2920	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8844
0.2044	0.88	2200	0.2939	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8829
0.201	0.882	2205	0.2947	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8844
0.1348	0.884	2210	0.2937	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8829
0.0874	0.886	2215	0.2945	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8842
0.1226	0.888	2220	0.2953	0.8889	0.8974	0.9813	0.3684	0.7778	0.9375	0.5	0.6749	0.8844
0.1033	0.89	2225	0.2936	0.8968	0.9052	0.9813	0.4211	0.8	0.9417	0.5517	0.7012	0.8854
0.1753	0.892	2230	0.2930	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8851
0.1203	0.894	2235	0.2927	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8847
0.1624	0.896	2240	0.2923	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8851
0.0807	0.898	2245	0.2906	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8854
0.1122	0.9	2250	0.2898	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8856
0.0879	0.902	2255	0.2922	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8847
0.1394	0.904	2260	0.2901	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8851
0.2115	0.906	2265	0.2914	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8849
0.1046	0.908	2270	0.2916	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8842
0.1657	0.91	2275	0.2911	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8849
0.1439	0.912	2280	0.2916	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8842
0.1264	0.914	2285	0.2914	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8861
0.1969	0.916	2290	0.2902	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8834
0.0934	0.918	2295	0.2907	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8849
0.2012	0.92	2300	0.2930	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8837
0.1322	0.922	2305	0.2937	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8827
0.1471	0.924	2310	0.2942	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8819
0.1419	0.926	2315	0.2952	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8832
0.1417	0.928	2320	0.2938	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8844
0.0801	0.93	2325	0.2931	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8856
0.1458	0.932	2330	0.2938	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8834
0.1743	0.934	2335	0.2928	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8854
0.1113	0.936	2340	0.2927	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8851
0.1201	0.938	2345	0.2938	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8856
0.154	0.94	2350	0.2953	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8851
0.2195	0.942	2355	0.2939	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8842
0.142	0.944	2360	0.2942	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8851
0.1444	0.946	2365	0.2936	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8827
0.1711	0.948	2370	0.2930	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8842
0.1227	0.95	2375	0.2939	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8844
0.1869	0.952	2380	0.2934	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8847
0.1794	0.954	2385	0.2924	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8871
0.2631	0.956	2390	0.2924	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8859
0.2162	0.958	2395	0.2936	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8864
0.136	0.96	2400	0.2934	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8832
0.205	0.962	2405	0.2928	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8856
0.1709	0.964	2410	0.2941	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8839
0.1406	0.966	2415	0.2943	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8839
0.1593	0.968	2420	0.2942	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8837
0.0918	0.97	2425	0.2939	0.8810	0.8966	0.9720	0.3684	0.7	0.9327	0.4828	0.6702	0.8856
0.1123	0.972	2430	0.2922	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8859
0.1221	0.974	2435	0.2937	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8859
0.2073	0.976	2440	0.2949	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8842
0.1174	0.978	2445	0.2937	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8859
0.0696	0.98	2450	0.2937	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8837
0.0942	0.982	2455	0.2947	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8844
0.098	0.984	2460	0.2929	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8844
0.2044	0.986	2465	0.2936	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8851
0.1585	0.988	2470	0.2940	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8842
0.187	0.99	2475	0.2936	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8851
0.128	0.992	2480	0.2939	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8851
0.168	0.994	2485	0.2937	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8854
0.1972	0.996	2490	0.2941	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8859
0.1353	0.998	2495	0.2937	0.8968	0.9123	0.9720	0.4737	0.75	0.9412	0.5806	0.7228	0.8829
0.1103	1.0	2500	0.2939	0.8889	0.9043	0.9720	0.4211	0.7273	0.9369	0.5333	0.6965	0.8856

Framework versions

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