ArabicNewSplits_FineTuningAraBERT_AugV5_k60_task2_organization_fold1

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.6773
• Qwk: 0.3914
• Mse: 0.6773
• Rmse: 0.8230

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: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0094	2	2.7211	-0.0055	2.7211	1.6496
No log	0.0189	4	1.9448	-0.1048	1.9448	1.3946
No log	0.0283	6	1.8047	-0.0812	1.8047	1.3434
No log	0.0377	8	1.4525	0.1568	1.4525	1.2052
No log	0.0472	10	1.3740	0.2569	1.3740	1.1722
No log	0.0566	12	1.3060	0.2559	1.3060	1.1428
No log	0.0660	14	1.0404	0.2247	1.0404	1.0200
No log	0.0755	16	0.8416	0.1336	0.8416	0.9174
No log	0.0849	18	0.9582	0.1268	0.9582	0.9789
No log	0.0943	20	1.1004	0.1354	1.1004	1.0490
No log	0.1038	22	1.0491	0.1068	1.0491	1.0242
No log	0.1132	24	0.8878	0.1054	0.8878	0.9422
No log	0.1226	26	0.7610	0.1273	0.7610	0.8723
No log	0.1321	28	0.7129	0.1557	0.7129	0.8443
No log	0.1415	30	0.6430	0.0943	0.6430	0.8019
No log	0.1509	32	0.6826	0.0978	0.6826	0.8262
No log	0.1604	34	0.6749	0.1145	0.6749	0.8215
No log	0.1698	36	0.6798	0.1071	0.6798	0.8245
No log	0.1792	38	0.7902	0.1268	0.7902	0.8889
No log	0.1887	40	0.9076	0.1168	0.9076	0.9527
No log	0.1981	42	0.9488	0.1168	0.9488	0.9741
No log	0.2075	44	0.9553	0.1168	0.9553	0.9774
No log	0.2170	46	0.9148	0.1068	0.9148	0.9564
No log	0.2264	48	0.9659	0.0849	0.9659	0.9828
No log	0.2358	50	1.0938	-0.0069	1.0938	1.0458
No log	0.2453	52	1.0517	-0.0037	1.0517	1.0255
No log	0.2547	54	1.0258	-0.0037	1.0258	1.0128
No log	0.2642	56	1.0694	-0.0037	1.0694	1.0341
No log	0.2736	58	1.1698	-0.0037	1.1698	1.0816
No log	0.2830	60	1.1663	0.0120	1.1663	1.0800
No log	0.2925	62	1.0873	0.0602	1.0873	1.0427
No log	0.3019	64	1.0692	0.0602	1.0692	1.0340
No log	0.3113	66	0.9772	0.0602	0.9772	0.9885
No log	0.3208	68	0.9507	0.1268	0.9507	0.9750
No log	0.3302	70	0.8999	0.1458	0.8999	0.9486
No log	0.3396	72	0.9443	0.2616	0.9443	0.9717
No log	0.3491	74	0.8737	0.2564	0.8737	0.9347
No log	0.3585	76	0.8683	0.1747	0.8683	0.9318
No log	0.3679	78	0.9561	0.1168	0.9561	0.9778
No log	0.3774	80	1.0312	0.1545	1.0312	1.0155
No log	0.3868	82	1.1214	0.2284	1.1214	1.0590
No log	0.3962	84	1.1787	0.2162	1.1787	1.0857
No log	0.4057	86	1.0528	0.2362	1.0528	1.0260
No log	0.4151	88	1.0063	0.1068	1.0063	1.0031
No log	0.4245	90	0.9686	0.0849	0.9686	0.9842
No log	0.4340	92	0.8035	0.1164	0.8035	0.8964
No log	0.4434	94	0.7208	0.0786	0.7208	0.8490
No log	0.4528	96	0.6620	0.1767	0.6620	0.8137
No log	0.4623	98	0.6883	0.2457	0.6883	0.8297
No log	0.4717	100	0.8512	0.3003	0.8512	0.9226
No log	0.4811	102	0.9095	0.2921	0.9095	0.9537
No log	0.4906	104	0.7708	0.2347	0.7708	0.8780
No log	0.5	106	0.7510	0.2933	0.7510	0.8666
No log	0.5094	108	0.7472	0.2536	0.7472	0.8644
No log	0.5189	110	0.8636	0.2938	0.8636	0.9293
No log	0.5283	112	0.8804	0.2789	0.8804	0.9383
No log	0.5377	114	0.7296	0.2607	0.7296	0.8542
No log	0.5472	116	0.7102	0.2463	0.7102	0.8427
No log	0.5566	118	0.7678	0.1742	0.7678	0.8763
No log	0.5660	120	0.7814	0.2145	0.7814	0.8840
No log	0.5755	122	0.7903	0.2652	0.7903	0.8890
No log	0.5849	124	1.3482	0.3114	1.3482	1.1611
No log	0.5943	126	1.6519	0.2215	1.6519	1.2853
No log	0.6038	128	1.2498	0.2800	1.2498	1.1179
No log	0.6132	130	0.9137	0.2437	0.9137	0.9559
No log	0.6226	132	0.8881	0.2183	0.8881	0.9424
No log	0.6321	134	0.8922	0.1722	0.8922	0.9446
No log	0.6415	136	0.7810	0.2906	0.7810	0.8837
No log	0.6509	138	0.7395	0.2819	0.7395	0.8600
No log	0.6604	140	0.7206	0.2949	0.7206	0.8489
No log	0.6698	142	0.7012	0.3157	0.7012	0.8373
No log	0.6792	144	0.6873	0.3047	0.6873	0.8290
No log	0.6887	146	0.6797	0.3948	0.6797	0.8244
No log	0.6981	148	0.6703	0.3804	0.6703	0.8187
No log	0.7075	150	0.6734	0.4418	0.6734	0.8206
No log	0.7170	152	0.6929	0.4013	0.6929	0.8324
No log	0.7264	154	0.7207	0.3550	0.7207	0.8489
No log	0.7358	156	0.7512	0.2117	0.7512	0.8667
No log	0.7453	158	0.7542	0.2571	0.7542	0.8684
No log	0.7547	160	0.6898	0.2484	0.6898	0.8306
No log	0.7642	162	0.5991	0.3393	0.5991	0.7740
No log	0.7736	164	0.5593	0.4088	0.5593	0.7479
No log	0.7830	166	0.5615	0.3914	0.5615	0.7493
No log	0.7925	168	0.5759	0.4088	0.5759	0.7589
No log	0.8019	170	0.5685	0.4154	0.5685	0.7540
No log	0.8113	172	0.6373	0.4551	0.6373	0.7983
No log	0.8208	174	0.7478	0.4305	0.7478	0.8648
No log	0.8302	176	0.6735	0.4328	0.6735	0.8206
No log	0.8396	178	0.6179	0.3623	0.6179	0.7861
No log	0.8491	180	0.6997	0.1733	0.6997	0.8365
No log	0.8585	182	0.7032	0.1971	0.7032	0.8386
No log	0.8679	184	0.6137	0.3946	0.6137	0.7834
No log	0.8774	186	0.6448	0.4446	0.6448	0.8030
No log	0.8868	188	0.8478	0.4130	0.8478	0.9208
No log	0.8962	190	0.9466	0.3825	0.9466	0.9729
No log	0.9057	192	0.7587	0.4118	0.7587	0.8710
No log	0.9151	194	0.6144	0.3338	0.6144	0.7838
No log	0.9245	196	0.5950	0.3631	0.5950	0.7714
No log	0.9340	198	0.6016	0.3619	0.6016	0.7756
No log	0.9434	200	0.5697	0.4609	0.5697	0.7548
No log	0.9528	202	0.6389	0.4219	0.6389	0.7993
No log	0.9623	204	0.7661	0.4332	0.7661	0.8753
No log	0.9717	206	0.8675	0.4258	0.8675	0.9314
No log	0.9811	208	0.7889	0.4015	0.7889	0.8882
No log	0.9906	210	0.6023	0.4304	0.6023	0.7761
No log	1.0	212	0.5772	0.4418	0.5772	0.7597
No log	1.0094	214	0.6038	0.4683	0.6038	0.7770
No log	1.0189	216	0.6542	0.4810	0.6542	0.8088
No log	1.0283	218	0.6162	0.4664	0.6162	0.7850
No log	1.0377	220	0.5744	0.4475	0.5744	0.7579
No log	1.0472	222	0.5187	0.3830	0.5187	0.7202
No log	1.0566	224	0.4758	0.3640	0.4758	0.6898
No log	1.0660	226	0.4701	0.4690	0.4701	0.6856
No log	1.0755	228	0.4859	0.4234	0.4859	0.6970
No log	1.0849	230	0.5049	0.4556	0.5049	0.7106
No log	1.0943	232	0.5981	0.4543	0.5981	0.7734
No log	1.1038	234	0.6852	0.3918	0.6852	0.8278
No log	1.1132	236	0.6972	0.4	0.6972	0.8350
No log	1.1226	238	0.6356	0.3824	0.6356	0.7973
No log	1.1321	240	0.5831	0.4668	0.5831	0.7636
No log	1.1415	242	0.5233	0.5420	0.5233	0.7234
No log	1.1509	244	0.5091	0.5297	0.5091	0.7135
No log	1.1604	246	0.4934	0.4744	0.4934	0.7024
No log	1.1698	248	0.5126	0.4891	0.5126	0.7159
No log	1.1792	250	0.5183	0.4891	0.5183	0.7199
No log	1.1887	252	0.5438	0.4727	0.5438	0.7374
No log	1.1981	254	0.5791	0.4286	0.5791	0.7610
No log	1.2075	256	0.5817	0.4418	0.5817	0.7627
No log	1.2170	258	0.5449	0.4286	0.5449	0.7382
No log	1.2264	260	0.5196	0.4290	0.5196	0.7208
No log	1.2358	262	0.5757	0.4499	0.5757	0.7588
No log	1.2453	264	0.5965	0.3890	0.5965	0.7723
No log	1.2547	266	0.5840	0.4332	0.5840	0.7642
No log	1.2642	268	0.5739	0.4040	0.5739	0.7575
No log	1.2736	270	0.6314	0.3514	0.6314	0.7946
No log	1.2830	272	0.7361	0.4133	0.7361	0.8579
No log	1.2925	274	0.7750	0.3902	0.7750	0.8804
No log	1.3019	276	0.7037	0.3998	0.7037	0.8389
No log	1.3113	278	0.6382	0.3556	0.6382	0.7989
No log	1.3208	280	0.6547	0.3567	0.6547	0.8091
No log	1.3302	282	0.6675	0.3961	0.6675	0.8170
No log	1.3396	284	0.6273	0.2961	0.6273	0.7920
No log	1.3491	286	0.5793	0.2820	0.5793	0.7611
No log	1.3585	288	0.5604	0.3278	0.5604	0.7486
No log	1.3679	290	0.5670	0.3817	0.5670	0.7530
No log	1.3774	292	0.5933	0.4042	0.5933	0.7703
No log	1.3868	294	0.6156	0.4189	0.6156	0.7846
No log	1.3962	296	0.6123	0.4352	0.6123	0.7825
No log	1.4057	298	0.6113	0.4352	0.6113	0.7818
No log	1.4151	300	0.6120	0.4191	0.6120	0.7823
No log	1.4245	302	0.6024	0.4039	0.6024	0.7762
No log	1.4340	304	0.6353	0.3734	0.6353	0.7971
No log	1.4434	306	0.6547	0.3413	0.6547	0.8092
No log	1.4528	308	0.6155	0.3045	0.6155	0.7845
No log	1.4623	310	0.5860	0.3661	0.5860	0.7655
No log	1.4717	312	0.5893	0.3731	0.5893	0.7677
No log	1.4811	314	0.6159	0.4060	0.6159	0.7848
No log	1.4906	316	0.5940	0.4041	0.5940	0.7707
No log	1.5	318	0.5766	0.4337	0.5766	0.7593
No log	1.5094	320	0.5757	0.4337	0.5757	0.7587
No log	1.5189	322	0.5794	0.4320	0.5794	0.7612
No log	1.5283	324	0.6486	0.3940	0.6486	0.8053
No log	1.5377	326	0.7207	0.4425	0.7207	0.8489
No log	1.5472	328	0.6637	0.3655	0.6637	0.8147
No log	1.5566	330	0.6196	0.4041	0.6196	0.7871
No log	1.5660	332	0.6187	0.4320	0.6187	0.7866
No log	1.5755	334	0.6274	0.4649	0.6274	0.7921
No log	1.5849	336	0.6314	0.4811	0.6314	0.7946
No log	1.5943	338	0.6200	0.4811	0.6200	0.7874
No log	1.6038	340	0.5908	0.3881	0.5908	0.7686
No log	1.6132	342	0.5643	0.4585	0.5643	0.7512
No log	1.6226	344	0.5360	0.4581	0.5360	0.7321
No log	1.6321	346	0.5223	0.4257	0.5223	0.7227
No log	1.6415	348	0.5210	0.3563	0.5210	0.7218
No log	1.6509	350	0.5239	0.3541	0.5239	0.7238
No log	1.6604	352	0.5245	0.3739	0.5245	0.7242
No log	1.6698	354	0.5292	0.3548	0.5292	0.7275
No log	1.6792	356	0.5384	0.3904	0.5384	0.7338
No log	1.6887	358	0.5341	0.4088	0.5341	0.7308
No log	1.6981	360	0.5411	0.4271	0.5411	0.7356
No log	1.7075	362	0.5627	0.4453	0.5627	0.7501
No log	1.7170	364	0.5781	0.4598	0.5781	0.7603
No log	1.7264	366	0.5963	0.4314	0.5963	0.7722
No log	1.7358	368	0.6137	0.3870	0.6137	0.7834
No log	1.7453	370	0.6036	0.3870	0.6036	0.7769
No log	1.7547	372	0.5648	0.4598	0.5648	0.7515
No log	1.7642	374	0.5529	0.4598	0.5529	0.7436
No log	1.7736	376	0.5463	0.5053	0.5463	0.7391
No log	1.7830	378	0.5479	0.5053	0.5479	0.7402
No log	1.7925	380	0.5636	0.4463	0.5636	0.7507
No log	1.8019	382	0.5763	0.4314	0.5763	0.7592
No log	1.8113	384	0.5762	0.4314	0.5762	0.7591
No log	1.8208	386	0.5522	0.4929	0.5522	0.7431
No log	1.8302	388	0.5518	0.5362	0.5518	0.7428
No log	1.8396	390	0.5527	0.5216	0.5527	0.7434
No log	1.8491	392	0.5460	0.5216	0.5460	0.7389
No log	1.8585	394	0.5500	0.4763	0.5500	0.7416
No log	1.8679	396	0.6157	0.2218	0.6157	0.7846
No log	1.8774	398	0.6775	0.0557	0.6775	0.8231
No log	1.8868	400	0.6416	0.2617	0.6416	0.8010
No log	1.8962	402	0.5457	0.3794	0.5457	0.7387
No log	1.9057	404	0.5051	0.4746	0.5051	0.7107
No log	1.9151	406	0.5229	0.4693	0.5229	0.7231
No log	1.9245	408	0.5135	0.4540	0.5135	0.7166
No log	1.9340	410	0.5061	0.4567	0.5061	0.7114
No log	1.9434	412	0.5734	0.2943	0.5734	0.7572
No log	1.9528	414	0.6415	0.1496	0.6415	0.8009
No log	1.9623	416	0.6343	0.1496	0.6343	0.7964
No log	1.9717	418	0.5943	0.2117	0.5943	0.7709
No log	1.9811	420	0.5533	0.3481	0.5533	0.7438
No log	1.9906	422	0.5400	0.4127	0.5400	0.7349
No log	2.0	424	0.5474	0.4302	0.5474	0.7399
No log	2.0094	426	0.5651	0.4191	0.5651	0.7518
No log	2.0189	428	0.5792	0.4468	0.5792	0.7611
No log	2.0283	430	0.5999	0.4453	0.5999	0.7745
No log	2.0377	432	0.6131	0.4295	0.6131	0.7830
No log	2.0472	434	0.6030	0.4453	0.6030	0.7766
No log	2.0566	436	0.5953	0.4453	0.5953	0.7716
No log	2.0660	438	0.5816	0.4759	0.5816	0.7626
No log	2.0755	440	0.5666	0.4308	0.5666	0.7528
No log	2.0849	442	0.5536	0.3998	0.5536	0.7440
No log	2.0943	444	0.5734	0.4017	0.5734	0.7572
No log	2.1038	446	0.6098	0.4516	0.6098	0.7809
No log	2.1132	448	0.6187	0.4184	0.6187	0.7865
No log	2.1226	450	0.6191	0.4184	0.6191	0.7868
No log	2.1321	452	0.6261	0.4184	0.6261	0.7912
No log	2.1415	454	0.6296	0.4036	0.6296	0.7934
No log	2.1509	456	0.6077	0.4056	0.6077	0.7796
No log	2.1604	458	0.5829	0.3890	0.5829	0.7634
No log	2.1698	460	0.5748	0.3723	0.5748	0.7582
No log	2.1792	462	0.5651	0.4017	0.5651	0.7517
No log	2.1887	464	0.5731	0.3998	0.5731	0.7571
No log	2.1981	466	0.6054	0.4332	0.6054	0.7781
No log	2.2075	468	0.6382	0.3933	0.6382	0.7989
No log	2.2170	470	0.6702	0.3933	0.6702	0.8187
No log	2.2264	472	0.7281	0.4094	0.7281	0.8533
No log	2.2358	474	0.6979	0.4268	0.6979	0.8354
No log	2.2453	476	0.6189	0.4827	0.6189	0.7867
No log	2.2547	478	0.5908	0.4290	0.5908	0.7687
No log	2.2642	480	0.5820	0.4444	0.5820	0.7629
No log	2.2736	482	0.5895	0.4184	0.5895	0.7678
No log	2.2830	484	0.6047	0.4351	0.6047	0.7776
No log	2.2925	486	0.6445	0.3597	0.6445	0.8028
No log	2.3019	488	0.6462	0.3194	0.6462	0.8039
No log	2.3113	490	0.6245	0.3194	0.6245	0.7903
No log	2.3208	492	0.5838	0.3890	0.5838	0.7640
No log	2.3302	494	0.5665	0.4463	0.5665	0.7527
No log	2.3396	496	0.5461	0.4295	0.5461	0.7390
No log	2.3491	498	0.5459	0.3958	0.5459	0.7388
0.2947	2.3585	500	0.5404	0.4295	0.5404	0.7352
0.2947	2.3679	502	0.5649	0.4454	0.5649	0.7516
0.2947	2.3774	504	0.5786	0.3786	0.5786	0.7606
0.2947	2.3868	506	0.5496	0.4110	0.5496	0.7414
0.2947	2.3962	508	0.5245	0.4089	0.5245	0.7242
0.2947	2.4057	510	0.5383	0.3926	0.5383	0.7337
0.2947	2.4151	512	0.5325	0.4089	0.5325	0.7297
0.2947	2.4245	514	0.5230	0.4295	0.5230	0.7232
0.2947	2.4340	516	0.5532	0.4106	0.5532	0.7438
0.2947	2.4434	518	0.5686	0.4106	0.5686	0.7541
0.2947	2.4528	520	0.5704	0.3673	0.5704	0.7553
0.2947	2.4623	522	0.5632	0.4127	0.5632	0.7504
0.2947	2.4717	524	0.5842	0.4463	0.5842	0.7643
0.2947	2.4811	526	0.6393	0.4499	0.6393	0.7996
0.2947	2.4906	528	0.6624	0.4037	0.6624	0.8139
0.2947	2.5	530	0.6409	0.4647	0.6409	0.8006
0.2947	2.5094	532	0.6151	0.4463	0.6151	0.7843
0.2947	2.5189	534	0.5937	0.4295	0.5937	0.7705
0.2947	2.5283	536	0.5792	0.4295	0.5792	0.7611
0.2947	2.5377	538	0.5663	0.4463	0.5663	0.7526
0.2947	2.5472	540	0.5586	0.4463	0.5586	0.7474
0.2947	2.5566	542	0.5481	0.4446	0.5481	0.7403
0.2947	2.5660	544	0.5400	0.4089	0.5400	0.7348
0.2947	2.5755	546	0.5413	0.4252	0.5413	0.7357
0.2947	2.5849	548	0.5439	0.4426	0.5439	0.7375
0.2947	2.5943	550	0.5481	0.4444	0.5481	0.7403
0.2947	2.6038	552	0.5602	0.4781	0.5602	0.7485
0.2947	2.6132	554	0.5861	0.4148	0.5861	0.7655
0.2947	2.6226	556	0.5865	0.4165	0.5865	0.7658
0.2947	2.6321	558	0.5957	0.3981	0.5957	0.7718
0.2947	2.6415	560	0.6069	0.4453	0.6069	0.7791
0.2947	2.6509	562	0.6357	0.4332	0.6357	0.7973
0.2947	2.6604	564	0.6830	0.3885	0.6830	0.8265
0.2947	2.6698	566	0.6957	0.2966	0.6957	0.8341
0.2947	2.6792	568	0.6551	0.3584	0.6551	0.8094
0.2947	2.6887	570	0.5952	0.3910	0.5952	0.7715
0.2947	2.6981	572	0.5674	0.4962	0.5674	0.7533
0.2947	2.7075	574	0.5602	0.4308	0.5602	0.7484
0.2947	2.7170	576	0.5566	0.4145	0.5566	0.7461
0.2947	2.7264	578	0.5596	0.4630	0.5596	0.7481
0.2947	2.7358	580	0.5731	0.4796	0.5731	0.7570
0.2947	2.7453	582	0.5803	0.4796	0.5803	0.7618
0.2947	2.7547	584	0.5929	0.4647	0.5929	0.7700
0.2947	2.7642	586	0.6168	0.3743	0.6168	0.7853
0.2947	2.7736	588	0.6265	0.3734	0.6265	0.7915
0.2947	2.7830	590	0.6294	0.3584	0.6294	0.7934
0.2947	2.7925	592	0.5916	0.3563	0.5916	0.7692
0.2947	2.8019	594	0.5553	0.4481	0.5553	0.7452
0.2947	2.8113	596	0.5399	0.4615	0.5399	0.7348
0.2947	2.8208	598	0.5515	0.5327	0.5515	0.7426
0.2947	2.8302	600	0.5614	0.5174	0.5614	0.7493
0.2947	2.8396	602	0.5642	0.4295	0.5642	0.7512
0.2947	2.8491	604	0.5815	0.4630	0.5815	0.7625
0.2947	2.8585	606	0.6134	0.3870	0.6134	0.7832
0.2947	2.8679	608	0.6251	0.3723	0.6251	0.7906
0.2947	2.8774	610	0.6287	0.3870	0.6287	0.7929
0.2947	2.8868	612	0.6254	0.4332	0.6254	0.7908
0.2947	2.8962	614	0.6170	0.4295	0.6170	0.7855
0.2947	2.9057	616	0.6088	0.4308	0.6088	0.7802
0.2947	2.9151	618	0.6056	0.4320	0.6056	0.7782
0.2947	2.9245	620	0.6131	0.4470	0.6131	0.7830
0.2947	2.9340	622	0.6205	0.4470	0.6205	0.7877
0.2947	2.9434	624	0.6192	0.4295	0.6192	0.7869
0.2947	2.9528	626	0.6073	0.3640	0.6073	0.7793
0.2947	2.9623	628	0.6067	0.3556	0.6067	0.7789
0.2947	2.9717	630	0.5954	0.3542	0.5954	0.7716
0.2947	2.9811	632	0.5882	0.4463	0.5882	0.7670
0.2947	2.9906	634	0.6000	0.3864	0.6000	0.7746
0.2947	3.0	636	0.6104	0.3864	0.6104	0.7813
0.2947	3.0094	638	0.6229	0.3563	0.6229	0.7893
0.2947	3.0189	640	0.6147	0.3723	0.6147	0.7840
0.2947	3.0283	642	0.5986	0.4127	0.5986	0.7737
0.2947	3.0377	644	0.6103	0.3242	0.6103	0.7812
0.2947	3.0472	646	0.6165	0.3242	0.6165	0.7852
0.2947	3.0566	648	0.6040	0.3661	0.6040	0.7772
0.2947	3.0660	650	0.6255	0.3409	0.6255	0.7909
0.2947	3.0755	652	0.6795	0.3263	0.6795	0.8243
0.2947	3.0849	654	0.7129	0.3114	0.7129	0.8444
0.2947	3.0943	656	0.6971	0.3091	0.6971	0.8349
0.2947	3.1038	658	0.6675	0.3241	0.6675	0.8170
0.2947	3.1132	660	0.6526	0.3068	0.6526	0.8078
0.2947	3.1226	662	0.6568	0.3068	0.6568	0.8104
0.2947	3.1321	664	0.6698	0.3068	0.6698	0.8184
0.2947	3.1415	666	0.6746	0.3068	0.6746	0.8214
0.2947	3.1509	668	0.6850	0.2683	0.6850	0.8277
0.2947	3.1604	670	0.6992	0.3068	0.6992	0.8362
0.2947	3.1698	672	0.6800	0.2895	0.6800	0.8246
0.2947	3.1792	674	0.6413	0.3823	0.6413	0.8008
0.2947	3.1887	676	0.6341	0.3487	0.6341	0.7963
0.2947	3.1981	678	0.6823	0.3527	0.6823	0.8260
0.2947	3.2075	680	0.6804	0.3286	0.6804	0.8249
0.2947	3.2170	682	0.6408	0.3542	0.6408	0.8005
0.2947	3.2264	684	0.6575	0.3196	0.6575	0.8109
0.2947	3.2358	686	0.7437	0.3114	0.7437	0.8624
0.2947	3.2453	688	0.8103	0.2611	0.8103	0.9002
0.2947	3.2547	690	0.8137	0.2382	0.8137	0.9020
0.2947	3.2642	692	0.7569	0.2100	0.7569	0.8700
0.2947	3.2736	694	0.7111	0.2251	0.7111	0.8433
0.2947	3.2830	696	0.6935	0.2556	0.6935	0.8328
0.2947	3.2925	698	0.6651	0.3369	0.6651	0.8155
0.2947	3.3019	700	0.6204	0.4128	0.6204	0.7877
0.2947	3.3113	702	0.6070	0.4127	0.6070	0.7791
0.2947	3.3208	704	0.6012	0.3471	0.6012	0.7754
0.2947	3.3302	706	0.5924	0.4108	0.5924	0.7697
0.2947	3.3396	708	0.6072	0.3650	0.6072	0.7792
0.2947	3.3491	710	0.6347	0.2992	0.6347	0.7967
0.2947	3.3585	712	0.6435	0.2992	0.6435	0.8022
0.2947	3.3679	714	0.6360	0.3171	0.6360	0.7975
0.2947	3.3774	716	0.6269	0.3541	0.6269	0.7918
0.2947	3.3868	718	0.5950	0.3498	0.5950	0.7714
0.2947	3.3962	720	0.5705	0.3498	0.5705	0.7553
0.2947	3.4057	722	0.5552	0.4127	0.5552	0.7451
0.2947	3.4151	724	0.5615	0.4161	0.5615	0.7493
0.2947	3.4245	726	0.5684	0.4161	0.5684	0.7539
0.2947	3.4340	728	0.5769	0.4468	0.5769	0.7595
0.2947	3.4434	730	0.5904	0.4488	0.5904	0.7684
0.2947	3.4528	732	0.6245	0.4355	0.6245	0.7903
0.2947	3.4623	734	0.6254	0.4741	0.6254	0.7908
0.2947	3.4717	736	0.5946	0.4335	0.5946	0.7711
0.2947	3.4811	738	0.5685	0.4760	0.5685	0.7540
0.2947	3.4906	740	0.5786	0.4463	0.5786	0.7606
0.2947	3.5	742	0.5930	0.3498	0.5930	0.7701
0.2947	3.5094	744	0.6011	0.3671	0.6011	0.7753
0.2947	3.5189	746	0.6022	0.3671	0.6022	0.7760
0.2947	3.5283	748	0.5921	0.3498	0.5921	0.7695
0.2947	3.5377	750	0.5767	0.4463	0.5767	0.7594
0.2947	3.5472	752	0.5784	0.4612	0.5784	0.7605
0.2947	3.5566	754	0.5926	0.4612	0.5926	0.7698
0.2947	3.5660	756	0.6085	0.3975	0.6085	0.7801
0.2947	3.5755	758	0.6269	0.3844	0.6269	0.7918
0.2947	3.5849	760	0.6157	0.3844	0.6157	0.7847
0.2947	3.5943	762	0.5887	0.4320	0.5887	0.7673
0.2947	3.6038	764	0.5574	0.4148	0.5574	0.7466
0.2947	3.6132	766	0.5360	0.4128	0.5360	0.7321
0.2947	3.6226	768	0.5267	0.4282	0.5267	0.7258
0.2947	3.6321	770	0.5259	0.4282	0.5259	0.7252
0.2947	3.6415	772	0.5346	0.4282	0.5346	0.7312
0.2947	3.6509	774	0.5455	0.4282	0.5455	0.7386
0.2947	3.6604	776	0.5636	0.4301	0.5636	0.7508
0.2947	3.6698	778	0.5929	0.3369	0.5929	0.7700
0.2947	3.6792	780	0.6114	0.3541	0.6114	0.7819
0.2947	3.6887	782	0.6273	0.3541	0.6273	0.7920
0.2947	3.6981	784	0.6547	0.2709	0.6547	0.8092
0.2947	3.7075	786	0.6580	0.2709	0.6580	0.8112
0.2947	3.7170	788	0.6346	0.3541	0.6346	0.7966
0.2947	3.7264	790	0.5989	0.3541	0.5989	0.7739
0.2947	3.7358	792	0.5779	0.4016	0.5779	0.7602
0.2947	3.7453	794	0.5712	0.4016	0.5712	0.7558
0.2947	3.7547	796	0.5633	0.4016	0.5633	0.7505
0.2947	3.7642	798	0.5561	0.4016	0.5561	0.7457
0.2947	3.7736	800	0.5548	0.3659	0.5548	0.7448
0.2947	3.7830	802	0.5585	0.3659	0.5585	0.7474
0.2947	3.7925	804	0.5716	0.3171	0.5716	0.7561
0.2947	3.8019	806	0.5728	0.3171	0.5728	0.7568
0.2947	3.8113	808	0.5735	0.3659	0.5735	0.7573
0.2947	3.8208	810	0.5658	0.4301	0.5658	0.7522
0.2947	3.8302	812	0.5520	0.4763	0.5520	0.7430
0.2947	3.8396	814	0.5608	0.4426	0.5608	0.7489
0.2947	3.8491	816	0.5681	0.4435	0.5681	0.7537
0.2947	3.8585	818	0.5676	0.4435	0.5676	0.7534
0.2947	3.8679	820	0.5628	0.4594	0.5628	0.7502
0.2947	3.8774	822	0.5608	0.4282	0.5608	0.7489
0.2947	3.8868	824	0.5751	0.3996	0.5751	0.7584
0.2947	3.8962	826	0.6007	0.3541	0.6007	0.7750
0.2947	3.9057	828	0.6130	0.3541	0.6130	0.7829
0.2947	3.9151	830	0.6230	0.3171	0.6230	0.7893
0.2947	3.9245	832	0.6031	0.3171	0.6031	0.7766
0.2947	3.9340	834	0.5789	0.3346	0.5789	0.7608
0.2947	3.9434	836	0.5640	0.4301	0.5640	0.7510
0.2947	3.9528	838	0.5590	0.4301	0.5590	0.7477
0.2947	3.9623	840	0.5606	0.4301	0.5606	0.7488
0.2947	3.9717	842	0.5651	0.3671	0.5651	0.7517
0.2947	3.9811	844	0.5614	0.3671	0.5614	0.7493
0.2947	3.9906	846	0.5611	0.3844	0.5611	0.7491
0.2947	4.0	848	0.5678	0.3481	0.5678	0.7535
0.2947	4.0094	850	0.5774	0.2935	0.5774	0.7598
0.2947	4.0189	852	0.5832	0.2935	0.5832	0.7637
0.2947	4.0283	854	0.5879	0.2935	0.5879	0.7668
0.2947	4.0377	856	0.5924	0.2935	0.5924	0.7697
0.2947	4.0472	858	0.5903	0.3624	0.5903	0.7683
0.2947	4.0566	860	0.5748	0.3440	0.5748	0.7582
0.2947	4.0660	862	0.5766	0.3440	0.5766	0.7593
0.2947	4.0755	864	0.5697	0.3440	0.5697	0.7548
0.2947	4.0849	866	0.5697	0.3256	0.5697	0.7548
0.2947	4.0943	868	0.5813	0.3256	0.5813	0.7625
0.2947	4.1038	870	0.5826	0.3256	0.5826	0.7633
0.2947	4.1132	872	0.5921	0.3440	0.5921	0.7695
0.2947	4.1226	874	0.6149	0.3440	0.6149	0.7842
0.2947	4.1321	876	0.6093	0.3440	0.6093	0.7806
0.2947	4.1415	878	0.6127	0.3844	0.6127	0.7828
0.2947	4.1509	880	0.6066	0.3844	0.6066	0.7788
0.2947	4.1604	882	0.5841	0.4148	0.5841	0.7643
0.2947	4.1698	884	0.5775	0.4148	0.5775	0.7599
0.2947	4.1792	886	0.5862	0.4016	0.5862	0.7656
0.2947	4.1887	888	0.6083	0.3541	0.6083	0.7799
0.2947	4.1981	890	0.6247	0.3171	0.6247	0.7904
0.2947	4.2075	892	0.6215	0.3120	0.6215	0.7884
0.2947	4.2170	894	0.5947	0.3541	0.5947	0.7712
0.2947	4.2264	896	0.5694	0.3996	0.5694	0.7546
0.2947	4.2358	898	0.5658	0.3975	0.5658	0.7522
0.2947	4.2453	900	0.5684	0.3975	0.5684	0.7539
0.2947	4.2547	902	0.5684	0.3975	0.5684	0.7539
0.2947	4.2642	904	0.5775	0.2935	0.5775	0.7600
0.2947	4.2736	906	0.5887	0.2935	0.5887	0.7672
0.2947	4.2830	908	0.5919	0.2935	0.5919	0.7694
0.2947	4.2925	910	0.6012	0.2935	0.6012	0.7754
0.2947	4.3019	912	0.5911	0.275	0.5911	0.7688
0.2947	4.3113	914	0.5803	0.275	0.5803	0.7618
0.2947	4.3208	916	0.5671	0.3436	0.5671	0.7531
0.2947	4.3302	918	0.5679	0.4276	0.5679	0.7536
0.2947	4.3396	920	0.5745	0.3830	0.5745	0.7580
0.2947	4.3491	922	0.5862	0.4308	0.5862	0.7656
0.2947	4.3585	924	0.6040	0.3682	0.6040	0.7772
0.2947	4.3679	926	0.6237	0.3388	0.6237	0.7898
0.2947	4.3774	928	0.6307	0.3241	0.6307	0.7941
0.2947	4.3868	930	0.6221	0.3263	0.6221	0.7887
0.2947	4.3962	932	0.6169	0.3263	0.6169	0.7854
0.2947	4.4057	934	0.6253	0.3218	0.6253	0.7907
0.2947	4.4151	936	0.6527	0.3218	0.6527	0.8079
0.2947	4.4245	938	0.6716	0.2683	0.6716	0.8195
0.2947	4.4340	940	0.6770	0.2046	0.6770	0.8228
0.2947	4.4434	942	0.6485	0.2046	0.6485	0.8053
0.2947	4.4528	944	0.6041	0.2683	0.6041	0.7773
0.2947	4.4623	946	0.5888	0.2837	0.5888	0.7673
0.2947	4.4717	948	0.5825	0.3218	0.5825	0.7632
0.2947	4.4811	950	0.5833	0.3173	0.5833	0.7637
0.2947	4.4906	952	0.5985	0.3173	0.5985	0.7736
0.2947	4.5	954	0.6181	0.3173	0.6181	0.7862
0.2947	4.5094	956	0.6447	0.3817	0.6447	0.8029
0.2947	4.5189	958	0.6641	0.4012	0.6641	0.8150
0.2947	4.5283	960	0.6666	0.4012	0.6666	0.8165
0.2947	4.5377	962	0.6708	0.4012	0.6708	0.8190
0.2947	4.5472	964	0.6656	0.4012	0.6656	0.8159
0.2947	4.5566	966	0.6487	0.3860	0.6487	0.8054
0.2947	4.5660	968	0.6219	0.4057	0.6219	0.7886
0.2947	4.5755	970	0.6041	0.3628	0.6041	0.7772
0.2947	4.5849	972	0.5901	0.3628	0.5901	0.7682
0.2947	4.5943	974	0.5833	0.3628	0.5833	0.7638
0.2947	4.6038	976	0.5864	0.3628	0.5864	0.7658
0.2947	4.6132	978	0.6061	0.3022	0.6061	0.7785
0.2947	4.6226	980	0.6429	0.2837	0.6429	0.8018
0.2947	4.6321	982	0.6653	0.2960	0.6653	0.8157
0.2947	4.6415	984	0.6711	0.3413	0.6711	0.8192
0.2947	4.6509	986	0.6496	0.3391	0.6496	0.8060
0.2947	4.6604	988	0.6459	0.3763	0.6459	0.8037
0.2947	4.6698	990	0.6304	0.3391	0.6304	0.7940
0.2947	4.6792	992	0.6042	0.4128	0.6042	0.7773
0.2947	4.6887	994	0.5845	0.4146	0.5845	0.7646
0.2947	4.6981	996	0.5752	0.3862	0.5752	0.7584
0.2947	4.7075	998	0.5770	0.3862	0.5770	0.7596
0.0808	4.7170	1000	0.5846	0.4128	0.5846	0.7646
0.0808	4.7264	1002	0.5890	0.4128	0.5890	0.7675
0.0808	4.7358	1004	0.5956	0.4473	0.5956	0.7717
0.0808	4.7453	1006	0.5876	0.4320	0.5876	0.7666
0.0808	4.7547	1008	0.5766	0.4301	0.5766	0.7593
0.0808	4.7642	1010	0.5790	0.4109	0.5790	0.7609
0.0808	4.7736	1012	0.5836	0.4109	0.5836	0.7639
0.0808	4.7830	1014	0.5874	0.4128	0.5874	0.7664
0.0808	4.7925	1016	0.5850	0.4470	0.5850	0.7648
0.0808	4.8019	1018	0.5911	0.4478	0.5911	0.7688
0.0808	4.8113	1020	0.6005	0.4478	0.6005	0.7749
0.0808	4.8208	1022	0.6022	0.4146	0.6022	0.7760
0.0808	4.8302	1024	0.6150	0.3823	0.6150	0.7842
0.0808	4.8396	1026	0.6318	0.3391	0.6318	0.7949
0.0808	4.8491	1028	0.6490	0.3391	0.6490	0.8056
0.0808	4.8585	1030	0.6441	0.3391	0.6441	0.8025
0.0808	4.8679	1032	0.6223	0.3391	0.6223	0.7889
0.0808	4.8774	1034	0.6168	0.3391	0.6168	0.7854
0.0808	4.8868	1036	0.5993	0.3823	0.5993	0.7742
0.0808	4.8962	1038	0.5887	0.4301	0.5887	0.7673
0.0808	4.9057	1040	0.5817	0.4128	0.5817	0.7627
0.0808	4.9151	1042	0.5896	0.3996	0.5896	0.7678
0.0808	4.9245	1044	0.6093	0.3218	0.6093	0.7805
0.0808	4.9340	1046	0.6335	0.3391	0.6335	0.7959
0.0808	4.9434	1048	0.6579	0.2801	0.6579	0.8111
0.0808	4.9528	1050	0.6588	0.2301	0.6588	0.8117
0.0808	4.9623	1052	0.6314	0.2683	0.6314	0.7946
0.0808	4.9717	1054	0.6248	0.2683	0.6248	0.7904
0.0808	4.9811	1056	0.6055	0.3218	0.6055	0.7781
0.0808	4.9906	1058	0.5935	0.3218	0.5935	0.7704
0.0808	5.0	1060	0.5912	0.3196	0.5912	0.7689
0.0808	5.0094	1062	0.6059	0.3218	0.6059	0.7784
0.0808	5.0189	1064	0.6183	0.3218	0.6183	0.7863
0.0808	5.0283	1066	0.6243	0.3218	0.6243	0.7901
0.0808	5.0377	1068	0.6251	0.3218	0.6251	0.7907
0.0808	5.0472	1070	0.6315	0.3218	0.6315	0.7947
0.0808	5.0566	1072	0.6525	0.2683	0.6525	0.8078
0.0808	5.0660	1074	0.6727	0.2801	0.6727	0.8202
0.0808	5.0755	1076	0.6816	0.2301	0.6816	0.8256
0.0808	5.0849	1078	0.6697	0.2683	0.6697	0.8184
0.0808	5.0943	1080	0.6537	0.3218	0.6537	0.8085
0.0808	5.1038	1082	0.6394	0.3369	0.6394	0.7996
0.0808	5.1132	1084	0.6425	0.3218	0.6425	0.8016
0.0808	5.1226	1086	0.6635	0.3241	0.6635	0.8146
0.0808	5.1321	1088	0.6928	0.2301	0.6928	0.8324
0.0808	5.1415	1090	0.6964	0.2301	0.6964	0.8345
0.0808	5.1509	1092	0.6636	0.2301	0.6636	0.8146
0.0808	5.1604	1094	0.6258	0.2617	0.6258	0.7911
0.0808	5.1698	1096	0.6064	0.2837	0.6064	0.7787
0.0808	5.1792	1098	0.6111	0.2837	0.6111	0.7817
0.0808	5.1887	1100	0.6202	0.3218	0.6202	0.7875
0.0808	5.1981	1102	0.6379	0.3391	0.6379	0.7987
0.0808	5.2075	1104	0.6500	0.3016	0.6500	0.8062
0.0808	5.2170	1106	0.6594	0.3016	0.6594	0.8121
0.0808	5.2264	1108	0.6588	0.3016	0.6588	0.8116
0.0808	5.2358	1110	0.6569	0.3016	0.6569	0.8105
0.0808	5.2453	1112	0.6350	0.3369	0.6350	0.7969
0.0808	5.2547	1114	0.6373	0.3369	0.6373	0.7983
0.0808	5.2642	1116	0.6572	0.3391	0.6572	0.8107
0.0808	5.2736	1118	0.6956	0.2960	0.6956	0.8340
0.0808	5.2830	1120	0.7041	0.2960	0.7041	0.8391
0.0808	5.2925	1122	0.7194	0.2485	0.7194	0.8482
0.0808	5.3019	1124	0.7096	0.2485	0.7096	0.8424
0.0808	5.3113	1126	0.6882	0.3144	0.6882	0.8296
0.0808	5.3208	1128	0.6555	0.2960	0.6555	0.8096
0.0808	5.3302	1130	0.6204	0.3218	0.6204	0.7876
0.0808	5.3396	1132	0.5856	0.3150	0.5856	0.7653
0.0808	5.3491	1134	0.5762	0.3150	0.5762	0.7591
0.0808	5.3585	1136	0.5811	0.3150	0.5811	0.7623
0.0808	5.3679	1138	0.6037	0.3022	0.6037	0.7770
0.0808	5.3774	1140	0.6498	0.3391	0.6498	0.8061
0.0808	5.3868	1142	0.7113	0.2485	0.7113	0.8434
0.0808	5.3962	1144	0.7734	0.2512	0.7734	0.8795
0.0808	5.4057	1146	0.7923	0.2512	0.7923	0.8901
0.0808	5.4151	1148	0.7651	0.2512	0.7651	0.8747
0.0808	5.4245	1150	0.7183	0.2512	0.7183	0.8475
0.0808	5.4340	1152	0.6577	0.2643	0.6577	0.8110
0.0808	5.4434	1154	0.6087	0.3016	0.6087	0.7802
0.0808	5.4528	1156	0.5892	0.2992	0.5892	0.7676
0.0808	5.4623	1158	0.5998	0.3369	0.5998	0.7745
0.0808	5.4717	1160	0.6229	0.3541	0.6229	0.7892
0.0808	5.4811	1162	0.6404	0.3541	0.6404	0.8003
0.0808	5.4906	1164	0.6584	0.3541	0.6584	0.8114
0.0808	5.5	1166	0.6866	0.3391	0.6866	0.8286
0.0808	5.5094	1168	0.6935	0.3391	0.6935	0.8328
0.0808	5.5189	1170	0.6809	0.3541	0.6809	0.8252
0.0808	5.5283	1172	0.6520	0.3541	0.6520	0.8074
0.0808	5.5377	1174	0.6303	0.3541	0.6303	0.7939
0.0808	5.5472	1176	0.6048	0.3671	0.6048	0.7777
0.0808	5.5566	1178	0.5812	0.3875	0.5812	0.7623
0.0808	5.5660	1180	0.5681	0.3881	0.5681	0.7537
0.0808	5.5755	1182	0.5583	0.3712	0.5583	0.7472
0.0808	5.5849	1184	0.5562	0.3702	0.5562	0.7458
0.0808	5.5943	1186	0.5638	0.3844	0.5638	0.7508
0.0808	5.6038	1188	0.5878	0.3171	0.5878	0.7667
0.0808	5.6132	1190	0.6206	0.3016	0.6206	0.7878
0.0808	5.6226	1192	0.6332	0.3016	0.6332	0.7958
0.0808	5.6321	1194	0.6318	0.3016	0.6318	0.7949
0.0808	5.6415	1196	0.6314	0.3016	0.6314	0.7946
0.0808	5.6509	1198	0.6158	0.3171	0.6158	0.7847
0.0808	5.6604	1200	0.6008	0.3541	0.6008	0.7751
0.0808	5.6698	1202	0.5767	0.3844	0.5767	0.7594
0.0808	5.6792	1204	0.5625	0.3650	0.5625	0.7500
0.0808	5.6887	1206	0.5532	0.4295	0.5532	0.7438
0.0808	5.6981	1208	0.5501	0.4762	0.5501	0.7417
0.0808	5.7075	1210	0.5474	0.4290	0.5474	0.7399
0.0808	5.7170	1212	0.5482	0.4762	0.5482	0.7404
0.0808	5.7264	1214	0.5598	0.4282	0.5598	0.7482
0.0808	5.7358	1216	0.5910	0.3823	0.5910	0.7688
0.0808	5.7453	1218	0.6331	0.3369	0.6331	0.7957
0.0808	5.7547	1220	0.6616	0.3541	0.6616	0.8134
0.0808	5.7642	1222	0.6676	0.3171	0.6676	0.8171
0.0808	5.7736	1224	0.6550	0.3369	0.6550	0.8093
0.0808	5.7830	1226	0.6362	0.3823	0.6362	0.7976
0.0808	5.7925	1228	0.6261	0.3823	0.6261	0.7912
0.0808	5.8019	1230	0.6099	0.4301	0.6099	0.7810
0.0808	5.8113	1232	0.5928	0.4314	0.5928	0.7699
0.0808	5.8208	1234	0.5800	0.4146	0.5800	0.7616
0.0808	5.8302	1236	0.5745	0.4308	0.5745	0.7579
0.0808	5.8396	1238	0.5748	0.4308	0.5748	0.7581
0.0808	5.8491	1240	0.5733	0.4308	0.5733	0.7572
0.0808	5.8585	1242	0.5708	0.4146	0.5708	0.7555
0.0808	5.8679	1244	0.5746	0.4146	0.5746	0.7580
0.0808	5.8774	1246	0.5754	0.4314	0.5754	0.7586
0.0808	5.8868	1248	0.5900	0.3844	0.5900	0.7681
0.0808	5.8962	1250	0.6053	0.3369	0.6053	0.7780
0.0808	5.9057	1252	0.6035	0.3844	0.6035	0.7769
0.0808	5.9151	1254	0.5978	0.3850	0.5978	0.7732
0.0808	5.9245	1256	0.5879	0.3850	0.5879	0.7667
0.0808	5.9340	1258	0.5799	0.4314	0.5799	0.7615
0.0808	5.9434	1260	0.5861	0.4314	0.5861	0.7656
0.0808	5.9528	1262	0.5927	0.4314	0.5927	0.7699
0.0808	5.9623	1264	0.5964	0.4314	0.5964	0.7723
0.0808	5.9717	1266	0.6075	0.3823	0.6075	0.7794
0.0808	5.9811	1268	0.6221	0.3743	0.6221	0.7887
0.0808	5.9906	1270	0.6400	0.3563	0.6400	0.8000
0.0808	6.0	1272	0.6712	0.3413	0.6712	0.8193
0.0808	6.0094	1274	0.6780	0.3263	0.6780	0.8234
0.0808	6.0189	1276	0.6682	0.3263	0.6682	0.8174
0.0808	6.0283	1278	0.6368	0.2862	0.6368	0.7980
0.0808	6.0377	1280	0.5978	0.3541	0.5978	0.7732
0.0808	6.0472	1282	0.5717	0.3823	0.5717	0.7561
0.0808	6.0566	1284	0.5644	0.4128	0.5644	0.7512
0.0808	6.0660	1286	0.5655	0.4128	0.5655	0.7520
0.0808	6.0755	1288	0.5721	0.3823	0.5721	0.7564
0.0808	6.0849	1290	0.5775	0.3823	0.5775	0.7600
0.0808	6.0943	1292	0.5825	0.3671	0.5825	0.7632
0.0808	6.1038	1294	0.5906	0.3541	0.5906	0.7685
0.0808	6.1132	1296	0.6066	0.3391	0.6066	0.7788
0.0808	6.1226	1298	0.6046	0.3016	0.6046	0.7776
0.0808	6.1321	1300	0.5911	0.3016	0.5911	0.7688
0.0808	6.1415	1302	0.5817	0.3391	0.5817	0.7627
0.0808	6.1509	1304	0.5833	0.3391	0.5833	0.7638
0.0808	6.1604	1306	0.5934	0.3391	0.5934	0.7703
0.0808	6.1698	1308	0.6003	0.3391	0.6003	0.7748
0.0808	6.1792	1310	0.5942	0.3844	0.5942	0.7708
0.0808	6.1887	1312	0.5788	0.3844	0.5788	0.7608
0.0808	6.1981	1314	0.5712	0.3823	0.5712	0.7558
0.0808	6.2075	1316	0.5677	0.4282	0.5677	0.7535
0.0808	6.2170	1318	0.5726	0.4295	0.5726	0.7567
0.0808	6.2264	1320	0.5826	0.4463	0.5826	0.7633
0.0808	6.2358	1322	0.5941	0.3975	0.5941	0.7708
0.0808	6.2453	1324	0.6012	0.3823	0.6012	0.7754
0.0808	6.2547	1326	0.6134	0.3671	0.6134	0.7832
0.0808	6.2642	1328	0.6179	0.3844	0.6179	0.7861
0.0808	6.2736	1330	0.6078	0.3844	0.6078	0.7796
0.0808	6.2830	1332	0.5934	0.3671	0.5934	0.7703
0.0808	6.2925	1334	0.5820	0.3671	0.5820	0.7629
0.0808	6.3019	1336	0.5661	0.3975	0.5661	0.7524
0.0808	6.3113	1338	0.5639	0.3650	0.5639	0.7509
0.0808	6.3208	1340	0.5587	0.3650	0.5587	0.7475
0.0808	6.3302	1342	0.5533	0.3436	0.5533	0.7438
0.0808	6.3396	1344	0.5465	0.3436	0.5465	0.7392
0.0808	6.3491	1346	0.5408	0.3436	0.5408	0.7354
0.0808	6.3585	1348	0.5441	0.3232	0.5441	0.7376
0.0808	6.3679	1350	0.5584	0.3070	0.5584	0.7473
0.0808	6.3774	1352	0.5754	0.3624	0.5754	0.7586
0.0808	6.3868	1354	0.5905	0.3624	0.5905	0.7685
0.0808	6.3962	1356	0.6194	0.3464	0.6194	0.7870
0.0808	6.4057	1358	0.6386	0.2960	0.6386	0.7991
0.0808	6.4151	1360	0.6532	0.3605	0.6532	0.8082
0.0808	6.4245	1362	0.6569	0.3755	0.6569	0.8105
0.0808	6.4340	1364	0.6532	0.3783	0.6532	0.8082
0.0808	6.4434	1366	0.6395	0.4700	0.6395	0.7997
0.0808	6.4528	1368	0.6257	0.4700	0.6257	0.7910
0.0808	6.4623	1370	0.6195	0.4700	0.6195	0.7871
0.0808	6.4717	1372	0.6201	0.4397	0.6201	0.7875
0.0808	6.4811	1374	0.6292	0.3618	0.6292	0.7933
0.0808	6.4906	1376	0.6373	0.3618	0.6373	0.7983
0.0808	6.5	1378	0.6304	0.3241	0.6304	0.7940
0.0808	6.5094	1380	0.6319	0.3194	0.6319	0.7949
0.0808	6.5189	1382	0.6291	0.2776	0.6291	0.7932
0.0808	6.5283	1384	0.6280	0.2776	0.6280	0.7924
0.0808	6.5377	1386	0.6241	0.2776	0.6241	0.7900
0.0808	6.5472	1388	0.6320	0.2776	0.6320	0.7950
0.0808	6.5566	1390	0.6373	0.2617	0.6373	0.7983
0.0808	6.5660	1392	0.6588	0.2827	0.6588	0.8117
0.0808	6.5755	1394	0.6709	0.2669	0.6709	0.8191
0.0808	6.5849	1396	0.6664	0.2643	0.6664	0.8163
0.0808	6.5943	1398	0.6530	0.2801	0.6530	0.8081
0.0808	6.6038	1400	0.6403	0.2801	0.6403	0.8002
0.0808	6.6132	1402	0.6414	0.2801	0.6414	0.8009
0.0808	6.6226	1404	0.6520	0.2801	0.6520	0.8075
0.0808	6.6321	1406	0.6747	0.2643	0.6747	0.8214
0.0808	6.6415	1408	0.6798	0.2485	0.6798	0.8245
0.0808	6.6509	1410	0.6768	0.2643	0.6768	0.8227
0.0808	6.6604	1412	0.6607	0.2801	0.6607	0.8128
0.0808	6.6698	1414	0.6392	0.2617	0.6392	0.7995
0.0808	6.6792	1416	0.6327	0.2617	0.6327	0.7954
0.0808	6.6887	1418	0.6464	0.2801	0.6464	0.8040
0.0808	6.6981	1420	0.6667	0.2801	0.6667	0.8165
0.0808	6.7075	1422	0.6854	0.2669	0.6854	0.8279
0.0808	6.7170	1424	0.6924	0.2485	0.6924	0.8321
0.0808	6.7264	1426	0.7002	0.2643	0.7002	0.8368
0.0808	6.7358	1428	0.7100	0.2643	0.7100	0.8426
0.0808	6.7453	1430	0.6938	0.2801	0.6938	0.8330
0.0808	6.7547	1432	0.6670	0.2801	0.6670	0.8167
0.0808	6.7642	1434	0.6330	0.3016	0.6330	0.7956
0.0808	6.7736	1436	0.5976	0.2992	0.5976	0.7730
0.0808	6.7830	1438	0.5791	0.2813	0.5791	0.7610
0.0808	6.7925	1440	0.5725	0.2813	0.5725	0.7567
0.0808	6.8019	1442	0.5771	0.2992	0.5771	0.7597
0.0808	6.8113	1444	0.5931	0.2776	0.5931	0.7701
0.0808	6.8208	1446	0.6160	0.2801	0.6160	0.7849
0.0808	6.8302	1448	0.6306	0.2801	0.6306	0.7941
0.0808	6.8396	1450	0.6504	0.2485	0.6504	0.8065
0.0808	6.8491	1452	0.6566	0.2669	0.6566	0.8103
0.0808	6.8585	1454	0.6472	0.2643	0.6472	0.8045
0.0808	6.8679	1456	0.6307	0.2801	0.6307	0.7942
0.0808	6.8774	1458	0.6144	0.2801	0.6144	0.7839
0.0808	6.8868	1460	0.6064	0.2960	0.6064	0.7787
0.0808	6.8962	1462	0.6024	0.2935	0.6024	0.7761
0.0808	6.9057	1464	0.6050	0.2935	0.6050	0.7778
0.0808	6.9151	1466	0.6018	0.2935	0.6018	0.7758
0.0808	6.9245	1468	0.6068	0.2935	0.6068	0.7790
0.0808	6.9340	1470	0.6241	0.2960	0.6241	0.7900
0.0808	6.9434	1472	0.6388	0.2801	0.6388	0.7993
0.0808	6.9528	1474	0.6558	0.2643	0.6558	0.8098
0.0808	6.9623	1476	0.6574	0.2643	0.6574	0.8108
0.0808	6.9717	1478	0.6493	0.2960	0.6493	0.8058
0.0808	6.9811	1480	0.6352	0.2960	0.6352	0.7970
0.0808	6.9906	1482	0.6218	0.3120	0.6218	0.7885
0.0808	7.0	1484	0.6074	0.3481	0.6074	0.7793
0.0808	7.0094	1486	0.5957	0.3671	0.5957	0.7718
0.0808	7.0189	1488	0.5962	0.3671	0.5962	0.7721
0.0808	7.0283	1490	0.6032	0.3671	0.6032	0.7766
0.0808	7.0377	1492	0.6189	0.3241	0.6189	0.7867
0.0808	7.0472	1494	0.6330	0.3783	0.6330	0.7956
0.0808	7.0566	1496	0.6315	0.3783	0.6315	0.7946
0.0808	7.0660	1498	0.6273	0.3413	0.6273	0.7920
0.0507	7.0755	1500	0.6288	0.3371	0.6288	0.7930
0.0507	7.0849	1502	0.6225	0.3371	0.6225	0.7890
0.0507	7.0943	1504	0.6087	0.2960	0.6087	0.7802
0.0507	7.1038	1506	0.5894	0.3095	0.5894	0.7677
0.0507	7.1132	1508	0.5735	0.3303	0.5735	0.7573
0.0507	7.1226	1510	0.5635	0.3279	0.5635	0.7507
0.0507	7.1321	1512	0.5650	0.3303	0.5650	0.7517
0.0507	7.1415	1514	0.5718	0.3095	0.5718	0.7562
0.0507	7.1509	1516	0.5737	0.3095	0.5737	0.7575
0.0507	7.1604	1518	0.5884	0.2776	0.5884	0.7671
0.0507	7.1698	1520	0.6010	0.2960	0.6010	0.7752
0.0507	7.1792	1522	0.6032	0.2960	0.6032	0.7767
0.0507	7.1887	1524	0.6099	0.2960	0.6099	0.7810
0.0507	7.1981	1526	0.6212	0.2960	0.6212	0.7881
0.0507	7.2075	1528	0.6376	0.2960	0.6376	0.7985
0.0507	7.2170	1530	0.6484	0.2960	0.6484	0.8052
0.0507	7.2264	1532	0.6466	0.3016	0.6466	0.8041
0.0507	7.2358	1534	0.6564	0.3016	0.6564	0.8102
0.0507	7.2453	1536	0.6586	0.3016	0.6586	0.8115
0.0507	7.2547	1538	0.6545	0.2960	0.6545	0.8090
0.0507	7.2642	1540	0.6698	0.3040	0.6698	0.8184
0.0507	7.2736	1542	0.6779	0.3803	0.6779	0.8233
0.0507	7.2830	1544	0.6873	0.4008	0.6873	0.8290
0.0507	7.2925	1546	0.6906	0.3873	0.6906	0.8310
0.0507	7.3019	1548	0.6811	0.3873	0.6811	0.8253
0.0507	7.3113	1550	0.6748	0.3873	0.6748	0.8214
0.0507	7.3208	1552	0.6678	0.3873	0.6678	0.8172
0.0507	7.3302	1554	0.6629	0.3873	0.6629	0.8142
0.0507	7.3396	1556	0.6622	0.3873	0.6622	0.8137
0.0507	7.3491	1558	0.6546	0.3873	0.6546	0.8091
0.0507	7.3585	1560	0.6524	0.3873	0.6524	0.8077
0.0507	7.3679	1562	0.6612	0.3873	0.6612	0.8131
0.0507	7.3774	1564	0.6618	0.3873	0.6618	0.8135
0.0507	7.3868	1566	0.6537	0.3873	0.6537	0.8085
0.0507	7.3962	1568	0.6421	0.3830	0.6421	0.8013
0.0507	7.4057	1570	0.6346	0.3830	0.6346	0.7966
0.0507	7.4151	1572	0.6261	0.3413	0.6261	0.7913
0.0507	7.4245	1574	0.6231	0.3016	0.6231	0.7894
0.0507	7.4340	1576	0.6231	0.3016	0.6231	0.7893
0.0507	7.4434	1578	0.6339	0.3016	0.6339	0.7962
0.0507	7.4528	1580	0.6497	0.2801	0.6497	0.8061
0.0507	7.4623	1582	0.6633	0.2485	0.6633	0.8144
0.0507	7.4717	1584	0.6666	0.2410	0.6666	0.8164
0.0507	7.4811	1586	0.6648	0.2485	0.6648	0.8154
0.0507	7.4906	1588	0.6673	0.2485	0.6673	0.8169
0.0507	7.5	1590	0.6648	0.2643	0.6648	0.8153
0.0507	7.5094	1592	0.6664	0.2643	0.6664	0.8163
0.0507	7.5189	1594	0.6650	0.2643	0.6650	0.8155
0.0507	7.5283	1596	0.6541	0.2862	0.6541	0.8087
0.0507	7.5377	1598	0.6385	0.3016	0.6385	0.7990
0.0507	7.5472	1600	0.6283	0.3016	0.6283	0.7927
0.0507	7.5566	1602	0.6270	0.3016	0.6270	0.7919
0.0507	7.5660	1604	0.6278	0.3016	0.6278	0.7923
0.0507	7.5755	1606	0.6411	0.2862	0.6411	0.8007
0.0507	7.5849	1608	0.6629	0.2709	0.6629	0.8142
0.0507	7.5943	1610	0.6809	0.2709	0.6809	0.8252
0.0507	7.6038	1612	0.6991	0.3184	0.6991	0.8361
0.0507	7.6132	1614	0.7105	0.3549	0.7105	0.8429
0.0507	7.6226	1616	0.7084	0.3830	0.7084	0.8417
0.0507	7.6321	1618	0.7020	0.3830	0.7020	0.8379
0.0507	7.6415	1620	0.6925	0.4147	0.6925	0.8322
0.0507	7.6509	1622	0.6772	0.4147	0.6772	0.8229
0.0507	7.6604	1624	0.6669	0.4112	0.6669	0.8167
0.0507	7.6698	1626	0.6531	0.4112	0.6531	0.8082
0.0507	7.6792	1628	0.6449	0.4112	0.6449	0.8030
0.0507	7.6887	1630	0.6405	0.3952	0.6405	0.8003
0.0507	7.6981	1632	0.6420	0.3952	0.6420	0.8013
0.0507	7.7075	1634	0.6488	0.4112	0.6488	0.8055
0.0507	7.7170	1636	0.6513	0.3952	0.6513	0.8070
0.0507	7.7264	1638	0.6589	0.4112	0.6589	0.8117
0.0507	7.7358	1640	0.6678	0.4112	0.6678	0.8172
0.0507	7.7453	1642	0.6870	0.4112	0.6870	0.8289
0.0507	7.7547	1644	0.6936	0.4112	0.6936	0.8328
0.0507	7.7642	1646	0.6850	0.4112	0.6850	0.8277
0.0507	7.7736	1648	0.6756	0.4112	0.6756	0.8219
0.0507	7.7830	1650	0.6686	0.3952	0.6686	0.8177
0.0507	7.7925	1652	0.6635	0.4094	0.6635	0.8146
0.0507	7.8019	1654	0.6513	0.4094	0.6513	0.8070
0.0507	7.8113	1656	0.6457	0.4236	0.6457	0.8035
0.0507	7.8208	1658	0.6462	0.4236	0.6462	0.8039
0.0507	7.8302	1660	0.6508	0.4094	0.6508	0.8067
0.0507	7.8396	1662	0.6663	0.4254	0.6663	0.8163
0.0507	7.8491	1664	0.6825	0.4112	0.6825	0.8261
0.0507	7.8585	1666	0.6963	0.4180	0.6963	0.8344
0.0507	7.8679	1668	0.6986	0.4180	0.6986	0.8358
0.0507	7.8774	1670	0.6935	0.4147	0.6935	0.8328
0.0507	7.8868	1672	0.6805	0.4112	0.6805	0.8249
0.0507	7.8962	1674	0.6591	0.4112	0.6591	0.8118
0.0507	7.9057	1676	0.6360	0.4254	0.6360	0.7975
0.0507	7.9151	1678	0.6211	0.3541	0.6211	0.7881
0.0507	7.9245	1680	0.6066	0.3823	0.6066	0.7788
0.0507	7.9340	1682	0.5931	0.3823	0.5931	0.7701
0.0507	7.9434	1684	0.5829	0.3823	0.5829	0.7634
0.0507	7.9528	1686	0.5749	0.3823	0.5749	0.7582
0.0507	7.9623	1688	0.5741	0.3823	0.5741	0.7577
0.0507	7.9717	1690	0.5817	0.3996	0.5817	0.7627
0.0507	7.9811	1692	0.5901	0.2992	0.5901	0.7682
0.0507	7.9906	1694	0.6003	0.3171	0.6003	0.7748
0.0507	8.0	1696	0.6051	0.3171	0.6051	0.7779
0.0507	8.0094	1698	0.6136	0.2960	0.6136	0.7833
0.0507	8.0189	1700	0.6247	0.2960	0.6247	0.7904
0.0507	8.0283	1702	0.6383	0.2960	0.6383	0.7989
0.0507	8.0377	1704	0.6479	0.2960	0.6479	0.8049
0.0507	8.0472	1706	0.6514	0.2801	0.6514	0.8071
0.0507	8.0566	1708	0.6544	0.2801	0.6544	0.8089
0.0507	8.0660	1710	0.6603	0.3371	0.6603	0.8126
0.0507	8.0755	1712	0.6573	0.3371	0.6573	0.8107
0.0507	8.0849	1714	0.6517	0.3371	0.6517	0.8073
0.0507	8.0943	1716	0.6403	0.3371	0.6403	0.8002
0.0507	8.1038	1718	0.6348	0.3783	0.6348	0.7967
0.0507	8.1132	1720	0.6385	0.3783	0.6385	0.7991
0.0507	8.1226	1722	0.6380	0.3929	0.6380	0.7988
0.0507	8.1321	1724	0.6441	0.3929	0.6441	0.8026
0.0507	8.1415	1726	0.6491	0.3783	0.6491	0.8057
0.0507	8.1509	1728	0.6572	0.3783	0.6572	0.8107
0.0507	8.1604	1730	0.6723	0.3873	0.6723	0.8200
0.0507	8.1698	1732	0.6800	0.3873	0.6800	0.8246
0.0507	8.1792	1734	0.6844	0.3873	0.6844	0.8273
0.0507	8.1887	1736	0.6869	0.3914	0.6869	0.8288
0.0507	8.1981	1738	0.6827	0.3914	0.6827	0.8262
0.0507	8.2075	1740	0.6723	0.4211	0.6723	0.8199
0.0507	8.2170	1742	0.6662	0.4211	0.6662	0.8162
0.0507	8.2264	1744	0.6625	0.4180	0.6625	0.8140
0.0507	8.2358	1746	0.6653	0.4180	0.6653	0.8157
0.0507	8.2453	1748	0.6652	0.4180	0.6652	0.8156
0.0507	8.2547	1750	0.6600	0.4180	0.6600	0.8124
0.0507	8.2642	1752	0.6627	0.4180	0.6627	0.8141
0.0507	8.2736	1754	0.6676	0.4180	0.6676	0.8171
0.0507	8.2830	1756	0.6796	0.4211	0.6796	0.8244
0.0507	8.2925	1758	0.6869	0.4211	0.6869	0.8288
0.0507	8.3019	1760	0.6883	0.4240	0.6883	0.8296
0.0507	8.3113	1762	0.6812	0.4211	0.6812	0.8253
0.0507	8.3208	1764	0.6725	0.4211	0.6725	0.8201
0.0507	8.3302	1766	0.6612	0.4180	0.6612	0.8132
0.0507	8.3396	1768	0.6498	0.4180	0.6498	0.8061
0.0507	8.3491	1770	0.6355	0.4397	0.6355	0.7972
0.0507	8.3585	1772	0.6256	0.4683	0.6256	0.7909
0.0507	8.3679	1774	0.6200	0.4683	0.6200	0.7874
0.0507	8.3774	1776	0.6185	0.4683	0.6185	0.7865
0.0507	8.3868	1778	0.6220	0.4700	0.6220	0.7887
0.0507	8.3962	1780	0.6301	0.4254	0.6301	0.7938
0.0507	8.4057	1782	0.6400	0.3830	0.6400	0.8000
0.0507	8.4151	1784	0.6503	0.3830	0.6503	0.8064
0.0507	8.4245	1786	0.6562	0.3873	0.6562	0.8101
0.0507	8.4340	1788	0.6585	0.3873	0.6585	0.8115
0.0507	8.4434	1790	0.6576	0.3873	0.6576	0.8109
0.0507	8.4528	1792	0.6530	0.3830	0.6530	0.8081
0.0507	8.4623	1794	0.6572	0.3830	0.6572	0.8107
0.0507	8.4717	1796	0.6593	0.3830	0.6593	0.8119
0.0507	8.4811	1798	0.6541	0.3830	0.6541	0.8087
0.0507	8.4906	1800	0.6466	0.3783	0.6466	0.8041
0.0507	8.5	1802	0.6457	0.4240	0.6457	0.8036
0.0507	8.5094	1804	0.6526	0.3783	0.6526	0.8078
0.0507	8.5189	1806	0.6534	0.3783	0.6534	0.8083
0.0507	8.5283	1808	0.6479	0.3783	0.6479	0.8049
0.0507	8.5377	1810	0.6451	0.3783	0.6451	0.8032
0.0507	8.5472	1812	0.6385	0.4240	0.6385	0.7991
0.0507	8.5566	1814	0.6331	0.4240	0.6331	0.7957
0.0507	8.5660	1816	0.6268	0.4387	0.6268	0.7917
0.0507	8.5755	1818	0.6255	0.4387	0.6255	0.7909
0.0507	8.5849	1820	0.6277	0.4240	0.6277	0.7923
0.0507	8.5943	1822	0.6357	0.4240	0.6357	0.7973
0.0507	8.6038	1824	0.6409	0.4240	0.6409	0.8006
0.0507	8.6132	1826	0.6442	0.3783	0.6442	0.8026
0.0507	8.6226	1828	0.6491	0.3783	0.6491	0.8056
0.0507	8.6321	1830	0.6520	0.3783	0.6520	0.8075
0.0507	8.6415	1832	0.6579	0.3803	0.6579	0.8111
0.0507	8.6509	1834	0.6615	0.3803	0.6615	0.8133
0.0507	8.6604	1836	0.6625	0.3803	0.6625	0.8140
0.0507	8.6698	1838	0.6555	0.3755	0.6555	0.8097
0.0507	8.6792	1840	0.6476	0.3783	0.6476	0.8047
0.0507	8.6887	1842	0.6388	0.4240	0.6388	0.7993
0.0507	8.6981	1844	0.6383	0.4240	0.6383	0.7990
0.0507	8.7075	1846	0.6376	0.4240	0.6376	0.7985
0.0507	8.7170	1848	0.6398	0.4240	0.6398	0.7998
0.0507	8.7264	1850	0.6489	0.4240	0.6489	0.8055
0.0507	8.7358	1852	0.6578	0.3830	0.6578	0.8110
0.0507	8.7453	1854	0.6646	0.3830	0.6646	0.8152
0.0507	8.7547	1856	0.6686	0.3830	0.6686	0.8177
0.0507	8.7642	1858	0.6678	0.3830	0.6678	0.8172
0.0507	8.7736	1860	0.6627	0.3830	0.6627	0.8140
0.0507	8.7830	1862	0.6584	0.3830	0.6584	0.8114
0.0507	8.7925	1864	0.6582	0.3830	0.6582	0.8113
0.0507	8.8019	1866	0.6508	0.4240	0.6508	0.8067
0.0507	8.8113	1868	0.6410	0.4240	0.6410	0.8006
0.0507	8.8208	1870	0.6366	0.4387	0.6366	0.7979
0.0507	8.8302	1872	0.6405	0.4387	0.6405	0.8003
0.0507	8.8396	1874	0.6476	0.4414	0.6476	0.8047
0.0507	8.8491	1876	0.6560	0.3830	0.6560	0.8099
0.0507	8.8585	1878	0.6671	0.3914	0.6671	0.8167
0.0507	8.8679	1880	0.6716	0.3914	0.6716	0.8195
0.0507	8.8774	1882	0.6796	0.3914	0.6796	0.8244
0.0507	8.8868	1884	0.6859	0.3914	0.6859	0.8282
0.0507	8.8962	1886	0.6897	0.3953	0.6897	0.8305
0.0507	8.9057	1888	0.6985	0.3953	0.6985	0.8357
0.0507	8.9151	1890	0.7078	0.3953	0.7078	0.8413
0.0507	8.9245	1892	0.7092	0.3953	0.7092	0.8422
0.0507	8.9340	1894	0.7049	0.3953	0.7049	0.8396
0.0507	8.9434	1896	0.7026	0.3953	0.7026	0.8382
0.0507	8.9528	1898	0.6975	0.3953	0.6975	0.8352
0.0507	8.9623	1900	0.6939	0.3953	0.6939	0.8330
0.0507	8.9717	1902	0.6911	0.3953	0.6911	0.8313
0.0507	8.9811	1904	0.6911	0.3953	0.6911	0.8313
0.0507	8.9906	1906	0.6958	0.3953	0.6958	0.8341
0.0507	9.0	1908	0.6985	0.3953	0.6985	0.8358
0.0507	9.0094	1910	0.7036	0.3953	0.7036	0.8388
0.0507	9.0189	1912	0.7093	0.3953	0.7093	0.8422
0.0507	9.0283	1914	0.7113	0.3953	0.7113	0.8434
0.0507	9.0377	1916	0.7087	0.3953	0.7087	0.8418
0.0507	9.0472	1918	0.7021	0.3953	0.7021	0.8379
0.0507	9.0566	1920	0.6983	0.3953	0.6983	0.8357
0.0507	9.0660	1922	0.6915	0.3914	0.6915	0.8316
0.0507	9.0755	1924	0.6828	0.3914	0.6828	0.8263
0.0507	9.0849	1926	0.6735	0.3914	0.6735	0.8207
0.0507	9.0943	1928	0.6673	0.3873	0.6673	0.8169
0.0507	9.1038	1930	0.6621	0.3830	0.6621	0.8137
0.0507	9.1132	1932	0.6561	0.3830	0.6561	0.8100
0.0507	9.1226	1934	0.6466	0.4272	0.6466	0.8041
0.0507	9.1321	1936	0.6402	0.4240	0.6402	0.8001
0.0507	9.1415	1938	0.6347	0.4387	0.6347	0.7967
0.0507	9.1509	1940	0.6270	0.4387	0.6270	0.7918
0.0507	9.1604	1942	0.6190	0.4387	0.6190	0.7867
0.0507	9.1698	1944	0.6154	0.4700	0.6154	0.7845
0.0507	9.1792	1946	0.6122	0.4700	0.6122	0.7825
0.0507	9.1887	1948	0.6115	0.4700	0.6115	0.7820
0.0507	9.1981	1950	0.6130	0.4700	0.6130	0.7829
0.0507	9.2075	1952	0.6152	0.4387	0.6152	0.7844
0.0507	9.2170	1954	0.6183	0.4387	0.6183	0.7863
0.0507	9.2264	1956	0.6216	0.4387	0.6216	0.7884
0.0507	9.2358	1958	0.6281	0.4387	0.6281	0.7926
0.0507	9.2453	1960	0.6324	0.4387	0.6324	0.7952
0.0507	9.2547	1962	0.6327	0.4387	0.6327	0.7954
0.0507	9.2642	1964	0.6324	0.4387	0.6324	0.7952
0.0507	9.2736	1966	0.6336	0.4387	0.6336	0.7960
0.0507	9.2830	1968	0.6339	0.4240	0.6339	0.7962
0.0507	9.2925	1970	0.6375	0.4240	0.6375	0.7984
0.0507	9.3019	1972	0.6429	0.4240	0.6429	0.8018
0.0507	9.3113	1974	0.6452	0.4240	0.6452	0.8032
0.0507	9.3208	1976	0.6453	0.4240	0.6453	0.8033
0.0507	9.3302	1978	0.6462	0.4240	0.6462	0.8038
0.0507	9.3396	1980	0.6496	0.4240	0.6496	0.8060
0.0507	9.3491	1982	0.6508	0.4240	0.6508	0.8067
0.0507	9.3585	1984	0.6522	0.3830	0.6522	0.8076
0.0507	9.3679	1986	0.6528	0.3830	0.6528	0.8080
0.0507	9.3774	1988	0.6548	0.3830	0.6548	0.8092
0.0507	9.3868	1990	0.6543	0.3830	0.6543	0.8089
0.0507	9.3962	1992	0.6553	0.3830	0.6553	0.8095
0.0507	9.4057	1994	0.6563	0.3830	0.6563	0.8101
0.0507	9.4151	1996	0.6559	0.3830	0.6559	0.8099
0.0507	9.4245	1998	0.6559	0.3830	0.6559	0.8099
0.0368	9.4340	2000	0.6561	0.3830	0.6561	0.8100
0.0368	9.4434	2002	0.6547	0.3830	0.6547	0.8091
0.0368	9.4528	2004	0.6511	0.3830	0.6511	0.8069
0.0368	9.4623	2006	0.6494	0.3830	0.6494	0.8058
0.0368	9.4717	2008	0.6481	0.4272	0.6481	0.8051
0.0368	9.4811	2010	0.6484	0.4272	0.6484	0.8052
0.0368	9.4906	2012	0.6502	0.4272	0.6502	0.8063
0.0368	9.5	2014	0.6512	0.3830	0.6512	0.8069
0.0368	9.5094	2016	0.6504	0.4272	0.6504	0.8065
0.0368	9.5189	2018	0.6518	0.3830	0.6518	0.8073
0.0368	9.5283	2020	0.6515	0.3830	0.6515	0.8072
0.0368	9.5377	2022	0.6501	0.4272	0.6501	0.8063
0.0368	9.5472	2024	0.6514	0.3830	0.6514	0.8071
0.0368	9.5566	2026	0.6518	0.3830	0.6518	0.8073
0.0368	9.5660	2028	0.6538	0.3830	0.6538	0.8086
0.0368	9.5755	2030	0.6566	0.3830	0.6566	0.8103
0.0368	9.5849	2032	0.6590	0.3830	0.6590	0.8118
0.0368	9.5943	2034	0.6613	0.3830	0.6613	0.8132
0.0368	9.6038	2036	0.6642	0.3830	0.6642	0.8150
0.0368	9.6132	2038	0.6659	0.3830	0.6659	0.8160
0.0368	9.6226	2040	0.6661	0.3873	0.6661	0.8161
0.0368	9.6321	2042	0.6647	0.3914	0.6647	0.8153
0.0368	9.6415	2044	0.6640	0.3914	0.6640	0.8149
0.0368	9.6509	2046	0.6654	0.3914	0.6654	0.8157
0.0368	9.6604	2048	0.6670	0.3914	0.6670	0.8167
0.0368	9.6698	2050	0.6692	0.3914	0.6692	0.8181
0.0368	9.6792	2052	0.6711	0.3914	0.6711	0.8192
0.0368	9.6887	2054	0.6731	0.3914	0.6731	0.8204
0.0368	9.6981	2056	0.6738	0.3914	0.6738	0.8209
0.0368	9.7075	2058	0.6746	0.3914	0.6746	0.8213
0.0368	9.7170	2060	0.6752	0.3914	0.6752	0.8217
0.0368	9.7264	2062	0.6767	0.3914	0.6767	0.8226
0.0368	9.7358	2064	0.6789	0.3914	0.6789	0.8239
0.0368	9.7453	2066	0.6815	0.3914	0.6815	0.8255
0.0368	9.7547	2068	0.6847	0.3914	0.6847	0.8275
0.0368	9.7642	2070	0.6878	0.3914	0.6878	0.8293
0.0368	9.7736	2072	0.6893	0.3914	0.6893	0.8303
0.0368	9.7830	2074	0.6893	0.3914	0.6893	0.8302
0.0368	9.7925	2076	0.6894	0.3914	0.6894	0.8303
0.0368	9.8019	2078	0.6896	0.3914	0.6896	0.8304
0.0368	9.8113	2080	0.6903	0.3914	0.6903	0.8309
0.0368	9.8208	2082	0.6903	0.3914	0.6903	0.8308
0.0368	9.8302	2084	0.6897	0.3914	0.6897	0.8305
0.0368	9.8396	2086	0.6886	0.3914	0.6886	0.8298
0.0368	9.8491	2088	0.6873	0.3914	0.6873	0.8291
0.0368	9.8585	2090	0.6867	0.3914	0.6867	0.8286
0.0368	9.8679	2092	0.6854	0.3914	0.6854	0.8279
0.0368	9.8774	2094	0.6839	0.3914	0.6839	0.8270
0.0368	9.8868	2096	0.6822	0.3914	0.6822	0.8260
0.0368	9.8962	2098	0.6808	0.3914	0.6808	0.8251
0.0368	9.9057	2100	0.6796	0.3914	0.6796	0.8243
0.0368	9.9151	2102	0.6790	0.3914	0.6790	0.8240
0.0368	9.9245	2104	0.6786	0.3914	0.6786	0.8238
0.0368	9.9340	2106	0.6783	0.3914	0.6783	0.8236
0.0368	9.9434	2108	0.6780	0.3914	0.6780	0.8234
0.0368	9.9528	2110	0.6779	0.3914	0.6779	0.8234
0.0368	9.9623	2112	0.6779	0.3914	0.6779	0.8233
0.0368	9.9717	2114	0.6777	0.3914	0.6777	0.8232
0.0368	9.9811	2116	0.6776	0.3914	0.6776	0.8231
0.0368	9.9906	2118	0.6774	0.3914	0.6774	0.8231
0.0368	10.0	2120	0.6773	0.3914	0.6773	0.8230

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1