arabert_augWithOrig_disEqu_k15_organization_task1_fold0

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: 0.7483
• Qwk: 0.7100
• Mse: 0.7483
• Rmse: 0.8650

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	0.0093	2	5.6491	0.0	5.6491	2.3768
No log	0.0185	4	3.9943	0.0120	3.9943	1.9986
No log	0.0278	6	2.9186	0.0677	2.9186	1.7084
No log	0.0370	8	2.2298	-0.0414	2.2298	1.4933
No log	0.0463	10	1.6179	0.1312	1.6179	1.2720
No log	0.0556	12	1.1556	0.2239	1.1556	1.0750
No log	0.0648	14	1.0788	0.5323	1.0788	1.0386
No log	0.0741	16	1.1277	0.4638	1.1277	1.0619
No log	0.0833	18	1.0941	0.3758	1.0941	1.0460
No log	0.0926	20	1.1261	0.4147	1.1261	1.0612
No log	0.1019	22	1.4634	0.2810	1.4634	1.2097
No log	0.1111	24	1.1856	0.4603	1.1856	1.0889
No log	0.1204	26	1.2510	0.4830	1.2510	1.1185
No log	0.1296	28	1.2650	0.4577	1.2650	1.1247
No log	0.1389	30	1.3482	0.3762	1.3482	1.1611
No log	0.1481	32	1.4116	0.3494	1.4116	1.1881
No log	0.1574	34	1.3557	0.3276	1.3557	1.1644
No log	0.1667	36	1.2639	0.2794	1.2639	1.1242
No log	0.1759	38	1.2090	0.3043	1.2090	1.0995
No log	0.1852	40	1.2610	0.4059	1.2610	1.1229
No log	0.1944	42	1.2494	0.3009	1.2494	1.1178
No log	0.2037	44	0.9836	0.5333	0.9836	0.9918
No log	0.2130	46	1.1334	0.2911	1.1334	1.0646
No log	0.2222	48	2.1613	0.2252	2.1613	1.4701
No log	0.2315	50	1.8986	0.3219	1.8986	1.3779
No log	0.2407	52	0.9388	0.4803	0.9388	0.9689
No log	0.25	54	1.1074	0.5095	1.1074	1.0523
No log	0.2593	56	1.3318	0.2723	1.3318	1.1540
No log	0.2685	58	1.3144	0.3561	1.3144	1.1465
No log	0.2778	60	0.8490	0.5979	0.8490	0.9214
No log	0.2870	62	0.7919	0.5096	0.7919	0.8899
No log	0.2963	64	0.8334	0.5096	0.8334	0.9129
No log	0.3056	66	0.8536	0.4689	0.8536	0.9239
No log	0.3148	68	0.8772	0.4400	0.8772	0.9366
No log	0.3241	70	0.8228	0.6107	0.8228	0.9071
No log	0.3333	72	1.2689	0.7014	1.2689	1.1264
No log	0.3426	74	1.2653	0.6550	1.2653	1.1249
No log	0.3519	76	0.9892	0.5302	0.9892	0.9946
No log	0.3611	78	0.7588	0.5090	0.7588	0.8711
No log	0.3704	80	0.7774	0.5442	0.7774	0.8817
No log	0.3796	82	0.8504	0.4888	0.8504	0.9222
No log	0.3889	84	1.1293	0.6174	1.1293	1.0627
No log	0.3981	86	1.1495	0.6331	1.1495	1.0722
No log	0.4074	88	0.8996	0.5304	0.8996	0.9485
No log	0.4167	90	0.9482	0.3845	0.9482	0.9737
No log	0.4259	92	1.0569	0.3847	1.0569	1.0281
No log	0.4352	94	0.8221	0.5442	0.8221	0.9067
No log	0.4444	96	0.9047	0.6053	0.9047	0.9512
No log	0.4537	98	1.4137	0.6323	1.4137	1.1890
No log	0.4630	100	1.6324	0.6008	1.6324	1.2777
No log	0.4722	102	1.3538	0.6483	1.3538	1.1635
No log	0.4815	104	0.9859	0.6294	0.9859	0.9929
No log	0.4907	106	0.9868	0.6348	0.9868	0.9934
No log	0.5	108	1.0224	0.5221	1.0224	1.0111
No log	0.5093	110	1.0698	0.5631	1.0698	1.0343
No log	0.5185	112	1.0626	0.5655	1.0626	1.0308
No log	0.5278	114	1.0602	0.6076	1.0602	1.0296
No log	0.5370	116	1.0750	0.4868	1.0750	1.0368
No log	0.5463	118	0.9009	0.4518	0.9009	0.9492
No log	0.5556	120	0.8628	0.5253	0.8628	0.9289
No log	0.5648	122	0.9163	0.4333	0.9163	0.9573
No log	0.5741	124	0.8753	0.4919	0.8753	0.9356
No log	0.5833	126	0.9542	0.5086	0.9542	0.9768
No log	0.5926	128	1.1318	0.4397	1.1318	1.0638
No log	0.6019	130	1.1430	0.5672	1.1430	1.0691
No log	0.6111	132	1.0268	0.6521	1.0268	1.0133
No log	0.6204	134	1.0364	0.5924	1.0364	1.0180
No log	0.6296	136	0.9552	0.5898	0.9552	0.9773
No log	0.6389	138	0.9234	0.4505	0.9234	0.9609
No log	0.6481	140	0.8908	0.4888	0.8908	0.9438
No log	0.6574	142	0.8895	0.6254	0.8894	0.9431
No log	0.6667	144	1.1264	0.6369	1.1264	1.0613
No log	0.6759	146	1.3116	0.6218	1.3116	1.1452
No log	0.6852	148	0.9892	0.7063	0.9892	0.9946
No log	0.6944	150	0.7905	0.7304	0.7905	0.8891
No log	0.7037	152	0.8356	0.8022	0.8356	0.9141
No log	0.7130	154	0.8680	0.7835	0.8680	0.9316
No log	0.7222	156	0.8493	0.6866	0.8493	0.9216
No log	0.7315	158	0.7384	0.6947	0.7384	0.8593
No log	0.7407	160	0.6983	0.5684	0.6983	0.8356
No log	0.75	162	0.6775	0.5882	0.6775	0.8231
No log	0.7593	164	0.6674	0.5882	0.6674	0.8169
No log	0.7685	166	0.6894	0.6391	0.6894	0.8303
No log	0.7778	168	0.6926	0.7013	0.6926	0.8322
No log	0.7870	170	0.7136	0.7246	0.7136	0.8448
No log	0.7963	172	0.7554	0.6806	0.7554	0.8691
No log	0.8056	174	0.6992	0.7225	0.6992	0.8362
No log	0.8148	176	0.8374	0.7024	0.8374	0.9151
No log	0.8241	178	0.8972	0.6917	0.8972	0.9472
No log	0.8333	180	0.8516	0.7090	0.8516	0.9228
No log	0.8426	182	0.6833	0.6775	0.6833	0.8266
No log	0.8519	184	0.6690	0.5096	0.6690	0.8179
No log	0.8611	186	0.7475	0.5941	0.7475	0.8646
No log	0.8704	188	0.8378	0.7086	0.8378	0.9153
No log	0.8796	190	0.9533	0.7819	0.9533	0.9764
No log	0.8889	192	1.0191	0.7157	1.0191	1.0095
No log	0.8981	194	0.7739	0.7606	0.7739	0.8797
No log	0.9074	196	0.6919	0.6494	0.6919	0.8318
No log	0.9167	198	0.8272	0.6510	0.8272	0.9095
No log	0.9259	200	0.7926	0.7460	0.7926	0.8903
No log	0.9352	202	1.1393	0.6889	1.1393	1.0674
No log	0.9444	204	1.3526	0.6626	1.3526	1.1630
No log	0.9537	206	1.1899	0.6889	1.1899	1.0908
No log	0.9630	208	0.7834	0.7439	0.7834	0.8851
No log	0.9722	210	0.5846	0.7458	0.5846	0.7646
No log	0.9815	212	0.5991	0.7209	0.5991	0.7740
No log	0.9907	214	0.7621	0.7882	0.7621	0.8730
No log	1.0	216	1.0503	0.6890	1.0503	1.0248
No log	1.0093	218	1.0465	0.6975	1.0465	1.0230
No log	1.0185	220	0.8209	0.8019	0.8209	0.9060
No log	1.0278	222	0.6293	0.7862	0.6293	0.7933
No log	1.0370	224	0.6013	0.8091	0.6013	0.7755
No log	1.0463	226	0.6826	0.8085	0.6826	0.8262
No log	1.0556	228	0.9224	0.7115	0.9224	0.9604
No log	1.0648	230	1.1470	0.7187	1.1470	1.0710
No log	1.0741	232	1.0395	0.7115	1.0395	1.0196
No log	1.0833	234	0.7261	0.7679	0.7261	0.8521
No log	1.0926	236	0.7342	0.6584	0.7342	0.8568
No log	1.1019	238	0.9826	0.4848	0.9826	0.9912
No log	1.1111	240	0.8485	0.5526	0.8485	0.9212
No log	1.1204	242	0.6120	0.6563	0.6120	0.7823
No log	1.1296	244	0.8608	0.7332	0.8608	0.9278
No log	1.1389	246	1.2247	0.7014	1.2247	1.1066
No log	1.1481	248	1.2773	0.6890	1.2773	1.1302
No log	1.1574	250	1.0058	0.72	1.0058	1.0029
No log	1.1667	252	0.6786	0.6151	0.6786	0.8238
No log	1.1759	254	0.5949	0.5942	0.5949	0.7713
No log	1.1852	256	0.7065	0.5526	0.7065	0.8405
No log	1.1944	258	0.6923	0.5526	0.6923	0.8321
No log	1.2037	260	0.6044	0.7017	0.6044	0.7774
No log	1.2130	262	0.6687	0.7612	0.6687	0.8177
No log	1.2222	264	0.7807	0.7689	0.7807	0.8835
No log	1.2315	266	0.7617	0.7605	0.7617	0.8728
No log	1.2407	268	0.6867	0.7838	0.6867	0.8287
No log	1.25	270	0.6146	0.7906	0.6146	0.7840
No log	1.2593	272	0.6324	0.7463	0.6324	0.7952
No log	1.2685	274	0.6595	0.6806	0.6595	0.8121
No log	1.2778	276	0.6368	0.7680	0.6368	0.7980
No log	1.2870	278	0.6180	0.7463	0.6180	0.7861
No log	1.2963	280	0.5809	0.7615	0.5809	0.7621
No log	1.3056	282	0.6265	0.7862	0.6265	0.7915
No log	1.3148	284	0.6342	0.7618	0.6342	0.7964
No log	1.3241	286	0.5969	0.7862	0.5969	0.7726
No log	1.3333	288	0.6154	0.7773	0.6154	0.7845
No log	1.3426	290	0.6039	0.7773	0.6039	0.7771
No log	1.3519	292	0.5891	0.7773	0.5891	0.7675
No log	1.3611	294	0.5791	0.7375	0.5791	0.7610
No log	1.3704	296	0.5575	0.6780	0.5575	0.7466
No log	1.3796	298	0.5414	0.6839	0.5414	0.7358
No log	1.3889	300	0.5547	0.7078	0.5547	0.7448
No log	1.3981	302	0.5511	0.7443	0.5511	0.7424
No log	1.4074	304	0.5624	0.7859	0.5624	0.7500
No log	1.4167	306	0.5764	0.8300	0.5764	0.7592
No log	1.4259	308	0.5975	0.8454	0.5975	0.7730
No log	1.4352	310	0.6002	0.8351	0.6002	0.7747
No log	1.4444	312	0.5859	0.8024	0.5859	0.7655
No log	1.4537	314	0.6415	0.8019	0.6415	0.8010
No log	1.4630	316	0.8489	0.7259	0.8489	0.9213
No log	1.4722	318	0.9424	0.7234	0.9424	0.9707
No log	1.4815	320	0.8018	0.8473	0.8018	0.8954
No log	1.4907	322	0.7104	0.7254	0.7104	0.8428
No log	1.5	324	0.6116	0.7154	0.6116	0.7820
No log	1.5093	326	0.5926	0.7154	0.5926	0.7698
No log	1.5185	328	0.6665	0.8054	0.6665	0.8164
No log	1.5278	330	0.8980	0.7086	0.8980	0.9476
No log	1.5370	332	1.0197	0.7086	1.0197	1.0098
No log	1.5463	334	0.8415	0.7086	0.8415	0.9173
No log	1.5556	336	0.5982	0.7614	0.5982	0.7735
No log	1.5648	338	0.5336	0.7315	0.5336	0.7305
No log	1.5741	340	0.5217	0.7385	0.5217	0.7223
No log	1.5833	342	0.5491	0.7154	0.5491	0.7410
No log	1.5926	344	0.6832	0.8349	0.6832	0.8265
No log	1.6019	346	0.8800	0.7709	0.8800	0.9381
No log	1.6111	348	0.9425	0.7607	0.9425	0.9708
No log	1.6204	350	0.7851	0.7902	0.7851	0.8860
No log	1.6296	352	0.5881	0.7154	0.5881	0.7669
No log	1.6389	354	0.5460	0.7263	0.5460	0.7389
No log	1.6481	356	0.5514	0.7537	0.5514	0.7426
No log	1.6574	358	0.5877	0.7263	0.5877	0.7666
No log	1.6667	360	0.6631	0.7176	0.6631	0.8143
No log	1.6759	362	0.7015	0.7095	0.7015	0.8376
No log	1.6852	364	0.6019	0.7696	0.6019	0.7758
No log	1.6944	366	0.5474	0.7302	0.5474	0.7398
No log	1.7037	368	0.5451	0.7302	0.5451	0.7383
No log	1.7130	370	0.5721	0.7538	0.5721	0.7563
No log	1.7222	372	0.7292	0.7167	0.7292	0.8539
No log	1.7315	374	0.8136	0.6807	0.8136	0.9020
No log	1.7407	376	0.7619	0.7616	0.7619	0.8729
No log	1.75	378	0.6621	0.7237	0.6621	0.8137
No log	1.7593	380	0.5960	0.7263	0.5960	0.7720
No log	1.7685	382	0.6062	0.6968	0.6062	0.7786
No log	1.7778	384	0.6564	0.7154	0.6564	0.8102
No log	1.7870	386	0.7525	0.7432	0.7525	0.8675
No log	1.7963	388	0.7476	0.8054	0.7476	0.8646
No log	1.8056	390	0.7050	0.7601	0.7050	0.8397
No log	1.8148	392	0.6531	0.6980	0.6531	0.8082
No log	1.8241	394	0.6592	0.6980	0.6592	0.8119
No log	1.8333	396	0.6556	0.7099	0.6556	0.8097
No log	1.8426	398	0.6531	0.7136	0.6531	0.8082
No log	1.8519	400	0.7093	0.6759	0.7093	0.8422
No log	1.8611	402	0.6708	0.6893	0.6708	0.8191
No log	1.8704	404	0.6735	0.6962	0.6735	0.8207
No log	1.8796	406	0.6531	0.6893	0.6531	0.8081
No log	1.8889	408	0.6278	0.6829	0.6278	0.7924
No log	1.8981	410	0.6839	0.6927	0.6839	0.8270
No log	1.9074	412	0.8150	0.7095	0.8150	0.9028
No log	1.9167	414	0.9044	0.7696	0.9044	0.9510
No log	1.9259	416	0.8876	0.7606	0.8876	0.9421
No log	1.9352	418	0.7782	0.7606	0.7782	0.8822
No log	1.9444	420	0.6596	0.7038	0.6596	0.8122
No log	1.9537	422	0.6825	0.7073	0.6825	0.8261
No log	1.9630	424	0.7436	0.7801	0.7436	0.8623
No log	1.9722	426	0.7304	0.7801	0.7304	0.8546
No log	1.9815	428	0.6929	0.7254	0.6929	0.8324
No log	1.9907	430	0.7028	0.7254	0.7028	0.8383
No log	2.0	432	0.7518	0.8054	0.7518	0.8671
No log	2.0093	434	0.8770	0.7696	0.8770	0.9365
No log	2.0185	436	0.9096	0.7696	0.9096	0.9537
No log	2.0278	438	0.7716	0.7606	0.7716	0.8784
No log	2.0370	440	0.6671	0.7525	0.6671	0.8168
No log	2.0463	442	0.5930	0.7186	0.5930	0.7700
No log	2.0556	444	0.6086	0.7109	0.6086	0.7801
No log	2.0648	446	0.6713	0.7196	0.6713	0.8193
No log	2.0741	448	0.6881	0.7196	0.6881	0.8295
No log	2.0833	450	0.7004	0.7196	0.7004	0.8369
No log	2.0926	452	0.7448	0.7095	0.7448	0.8630
No log	2.1019	454	0.7363	0.7095	0.7363	0.8581
No log	2.1111	456	0.7074	0.6927	0.7074	0.8410
No log	2.1204	458	0.7027	0.7351	0.7027	0.8383
No log	2.1296	460	0.7439	0.7700	0.7439	0.8625
No log	2.1389	462	0.7847	0.7090	0.7847	0.8858
No log	2.1481	464	0.7845	0.7090	0.7845	0.8857
No log	2.1574	466	0.7475	0.7748	0.7475	0.8646
No log	2.1667	468	0.7404	0.76	0.7404	0.8605
No log	2.1759	470	0.7376	0.7452	0.7376	0.8588
No log	2.1852	472	0.8334	0.7191	0.8334	0.9129
No log	2.1944	474	0.9541	0.7692	0.9541	0.9768
No log	2.2037	476	0.8732	0.6922	0.8732	0.9345
No log	2.2130	478	0.8324	0.6922	0.8324	0.9124
No log	2.2222	480	0.7053	0.7447	0.7053	0.8398
No log	2.2315	482	0.5882	0.7712	0.5882	0.7670
No log	2.2407	484	0.5725	0.7712	0.5725	0.7567
No log	2.25	486	0.6431	0.7355	0.6431	0.8019
No log	2.2593	488	0.8404	0.7606	0.8404	0.9168
No log	2.2685	490	0.9494	0.7692	0.9494	0.9744
No log	2.2778	492	1.0057	0.7157	1.0057	1.0029
No log	2.2870	494	0.8766	0.7517	0.8766	0.9363
No log	2.2963	496	0.6717	0.7990	0.6717	0.8196
No log	2.3056	498	0.5454	0.7712	0.5454	0.7385
0.6121	2.3148	500	0.5343	0.7712	0.5343	0.7310
0.6121	2.3241	502	0.5909	0.8238	0.5909	0.7687
0.6121	2.3333	504	0.7648	0.7875	0.7648	0.8745
0.6121	2.3426	506	1.0874	0.6797	1.0874	1.0428
0.6121	2.3519	508	1.2407	0.6491	1.2407	1.1139
0.6121	2.3611	510	1.1240	0.6797	1.1240	1.0602
0.6121	2.3704	512	0.8355	0.7692	0.8355	0.9140
0.6121	2.3796	514	0.6159	0.7708	0.6159	0.7848
0.6121	2.3889	516	0.5362	0.7712	0.5362	0.7322
0.6121	2.3981	518	0.5161	0.7621	0.5161	0.7184
0.6121	2.4074	520	0.5733	0.7958	0.5733	0.7572
0.6121	2.4167	522	0.6227	0.8022	0.6227	0.7891
0.6121	2.4259	524	0.6970	0.7951	0.6970	0.8349
0.6121	2.4352	526	0.8484	0.7775	0.8484	0.9211
0.6121	2.4444	528	0.9245	0.7157	0.9245	0.9615
0.6121	2.4537	530	0.8564	0.7902	0.8564	0.9254
0.6121	2.4630	532	0.7387	0.7620	0.7387	0.8595
0.6121	2.4722	534	0.6038	0.7708	0.6038	0.7770
0.6121	2.4815	536	0.5552	0.7360	0.5552	0.7451
0.6121	2.4907	538	0.5811	0.7612	0.5811	0.7623
0.6121	2.5	540	0.6317	0.7529	0.6317	0.7948
0.6121	2.5093	542	0.7195	0.7832	0.7195	0.8482
0.6121	2.5185	544	0.8067	0.7518	0.8067	0.8982
0.6121	2.5278	546	0.7370	0.7985	0.7370	0.8585
0.6121	2.5370	548	0.6210	0.8456	0.6210	0.7881
0.6121	2.5463	550	0.6124	0.8456	0.6124	0.7825
0.6121	2.5556	552	0.6906	0.8352	0.6906	0.8311
0.6121	2.5648	554	0.7686	0.8229	0.7686	0.8767
0.6121	2.5741	556	0.7763	0.8229	0.7763	0.8811
0.6121	2.5833	558	0.6865	0.7439	0.6865	0.8285
0.6121	2.5926	560	0.6082	0.7443	0.6082	0.7799
0.6121	2.6019	562	0.5462	0.7712	0.5462	0.7391
0.6121	2.6111	564	0.5589	0.7712	0.5589	0.7476
0.6121	2.6204	566	0.6221	0.7154	0.6221	0.7887
0.6121	2.6296	568	0.7274	0.7529	0.7274	0.8529
0.6121	2.6389	570	0.7702	0.7435	0.7702	0.8776
0.6121	2.6481	572	0.7876	0.7616	0.7876	0.8874
0.6121	2.6574	574	0.7192	0.7529	0.7192	0.8481
0.6121	2.6667	576	0.6669	0.7529	0.6669	0.8166
0.6121	2.6759	578	0.7174	0.7616	0.7174	0.8470
0.6121	2.6852	580	0.8599	0.7162	0.8599	0.9273
0.6121	2.6944	582	0.9243	0.7692	0.9243	0.9614
0.6121	2.7037	584	0.9465	0.7421	0.9465	0.9729
0.6121	2.7130	586	0.9285	0.7129	0.9285	0.9636
0.6121	2.7222	588	0.8535	0.7327	0.8535	0.9239
0.6121	2.7315	590	0.8126	0.7623	0.8126	0.9014
0.6121	2.7407	592	0.7468	0.7627	0.7468	0.8642
0.6121	2.75	594	0.7729	0.7906	0.7729	0.8792
0.6121	2.7593	596	0.9214	0.7020	0.9214	0.9599
0.6121	2.7685	598	0.9982	0.7129	0.9982	0.9991
0.6121	2.7778	600	0.8897	0.6871	0.8897	0.9433
0.6121	2.7870	602	0.7666	0.7797	0.7666	0.8756
0.6121	2.7963	604	0.6126	0.7859	0.6126	0.7827
0.6121	2.8056	606	0.5634	0.7696	0.5634	0.7506
0.6121	2.8148	608	0.5599	0.7696	0.5599	0.7482
0.6121	2.8241	610	0.5802	0.8022	0.5802	0.7617
0.6121	2.8333	612	0.6712	0.8016	0.6712	0.8193
0.6121	2.8426	614	0.7760	0.7775	0.7760	0.8809
0.6121	2.8519	616	0.8475	0.7602	0.8475	0.9206
0.6121	2.8611	618	0.7454	0.7775	0.7454	0.8634
0.6121	2.8704	620	0.6457	0.8410	0.6457	0.8035
0.6121	2.8796	622	0.6405	0.7782	0.6405	0.8003
0.6121	2.8889	624	0.6889	0.7358	0.6889	0.8300
0.6121	2.8981	626	0.7969	0.7095	0.7969	0.8927
0.6121	2.9074	628	0.8967	0.7602	0.8967	0.9470
0.6121	2.9167	630	0.8594	0.7090	0.8594	0.9271
0.6121	2.9259	632	0.7524	0.7525	0.7524	0.8674
0.6121	2.9352	634	0.7002	0.7620	0.7002	0.8368
0.6121	2.9444	636	0.6758	0.7439	0.6758	0.8221
0.6121	2.9537	638	0.7231	0.7439	0.7231	0.8504
0.6121	2.9630	640	0.7419	0.7351	0.7419	0.8613
0.6121	2.9722	642	0.6901	0.7708	0.6901	0.8307
0.6121	2.9815	644	0.6314	0.7708	0.6314	0.7946
0.6121	2.9907	646	0.6537	0.7708	0.6537	0.8085
0.6121	3.0	648	0.6770	0.7439	0.6770	0.8228
0.6121	3.0093	650	0.6384	0.7708	0.6384	0.7990
0.6121	3.0185	652	0.6594	0.7708	0.6594	0.8121
0.6121	3.0278	654	0.7193	0.7254	0.7193	0.8481
0.6121	3.0370	656	0.8284	0.7063	0.8284	0.9101
0.6121	3.0463	658	0.8865	0.7421	0.8865	0.9415
0.6121	3.0556	660	0.8414	0.7793	0.8414	0.9173
0.6121	3.0648	662	0.7722	0.6957	0.7722	0.8787
0.6121	3.0741	664	0.7477	0.6957	0.7477	0.8647
0.6121	3.0833	666	0.7846	0.6957	0.7846	0.8858
0.6121	3.0926	668	0.8348	0.7819	0.8348	0.9137
0.6121	3.1019	670	0.9281	0.8015	0.9281	0.9634
0.6121	3.1111	672	0.9094	0.8015	0.9094	0.9536
0.6121	3.1204	674	0.8194	0.7031	0.8194	0.9052
0.6121	3.1296	676	0.7955	0.6957	0.7955	0.8919
0.6121	3.1389	678	0.7315	0.6642	0.7315	0.8553
0.6121	3.1481	680	0.7348	0.6642	0.7348	0.8572
0.6121	3.1574	682	0.8246	0.7144	0.8246	0.9081
0.6121	3.1667	684	0.9288	0.7221	0.9288	0.9638
0.6121	3.1759	686	0.9473	0.6752	0.9473	0.9733
0.6121	3.1852	688	0.8748	0.7819	0.8748	0.9353
0.6121	3.1944	690	0.7588	0.7144	0.7588	0.8711
0.6121	3.2037	692	0.7092	0.7149	0.7092	0.8421
0.6121	3.2130	694	0.6821	0.7958	0.6821	0.8259
0.6121	3.2222	696	0.6746	0.7958	0.6746	0.8213
0.6121	3.2315	698	0.6844	0.7958	0.6844	0.8273
0.6121	3.2407	700	0.7511	0.6957	0.7511	0.8666
0.6121	3.25	702	0.8678	0.7239	0.8678	0.9315
0.6121	3.2593	704	0.9339	0.7239	0.9339	0.9664
0.6121	3.2685	706	0.8808	0.7327	0.8808	0.9385
0.6121	3.2778	708	0.8569	0.7819	0.8569	0.9257
0.6121	3.2870	710	0.8196	0.7031	0.8196	0.9053
0.6121	3.2963	712	0.7741	0.7254	0.7741	0.8799
0.6121	3.3056	714	0.7285	0.7439	0.7285	0.8535
0.6121	3.3148	716	0.7661	0.7439	0.7661	0.8753
0.6121	3.3241	718	0.7463	0.7708	0.7463	0.8639
0.6121	3.3333	720	0.6972	0.7708	0.6972	0.8350
0.6121	3.3426	722	0.6955	0.7708	0.6955	0.8340
0.6121	3.3519	724	0.7066	0.7708	0.7066	0.8406
0.6121	3.3611	726	0.7213	0.7614	0.7213	0.8493
0.6121	3.3704	728	0.7530	0.7028	0.7530	0.8678
0.6121	3.3796	730	0.7589	0.7028	0.7589	0.8711
0.6121	3.3889	732	0.8068	0.7685	0.8068	0.8982
0.6121	3.3981	734	0.8258	0.7685	0.8258	0.9087
0.6121	3.4074	736	0.8721	0.7849	0.8721	0.9338
0.6121	3.4167	738	0.8489	0.7849	0.8489	0.9214
0.6121	3.4259	740	0.7625	0.7849	0.7625	0.8732
0.6121	3.4352	742	0.6721	0.7522	0.6721	0.8198
0.6121	3.4444	744	0.6364	0.7373	0.6364	0.7978
0.6121	3.4537	746	0.6267	0.7373	0.6267	0.7917
0.6121	3.4630	748	0.6698	0.7128	0.6698	0.8184
0.6121	3.4722	750	0.8007	0.7685	0.8007	0.8948
0.6121	3.4815	752	0.8878	0.7849	0.8878	0.9422
0.6121	3.4907	754	0.8550	0.7849	0.8550	0.9247
0.6121	3.5	756	0.7544	0.7028	0.7544	0.8686
0.6121	3.5093	758	0.6735	0.7614	0.6735	0.8207
0.6121	3.5185	760	0.6544	0.7708	0.6544	0.8089
0.6121	3.5278	762	0.6380	0.7708	0.6380	0.7988
0.6121	3.5370	764	0.6547	0.7708	0.6547	0.8091
0.6121	3.5463	766	0.6752	0.7529	0.6752	0.8217
0.6121	3.5556	768	0.7233	0.7620	0.7233	0.8505
0.6121	3.5648	770	0.7508	0.7620	0.7508	0.8665
0.6121	3.5741	772	0.6997	0.7805	0.6997	0.8365
0.6121	3.5833	774	0.6240	0.7443	0.6240	0.7899
0.6121	3.5926	776	0.5937	0.7443	0.5937	0.7705
0.6121	3.6019	778	0.5995	0.7958	0.5995	0.7743
0.6121	3.6111	780	0.6488	0.7958	0.6488	0.8055
0.6121	3.6204	782	0.7506	0.7196	0.7506	0.8664
0.6121	3.6296	784	0.8394	0.7685	0.8394	0.9162
0.6121	3.6389	786	0.8771	0.7685	0.8771	0.9365
0.6121	3.6481	788	0.8106	0.7522	0.8106	0.9003
0.6121	3.6574	790	0.7409	0.7529	0.7409	0.8607
0.6121	3.6667	792	0.6822	0.7708	0.6822	0.8259
0.6121	3.6759	794	0.6848	0.7443	0.6848	0.8275
0.6121	3.6852	796	0.7730	0.7529	0.7730	0.8792
0.6121	3.6944	798	0.9405	0.7162	0.9405	0.9698
0.6121	3.7037	800	1.0587	0.6684	1.0587	1.0289
0.6121	3.7130	802	1.0388	0.7239	1.0388	1.0192
0.6121	3.7222	804	0.9029	0.6922	0.9029	0.9502
0.6121	3.7315	806	0.7878	0.7196	0.7878	0.8876
0.6121	3.7407	808	0.7002	0.7263	0.7002	0.8368
0.6121	3.75	810	0.6899	0.7263	0.6899	0.8306
0.6121	3.7593	812	0.7224	0.7534	0.7224	0.8500
0.6121	3.7685	814	0.8177	0.7144	0.8177	0.9043
0.6121	3.7778	816	0.9372	0.6509	0.9372	0.9681
0.6121	3.7870	818	0.9895	0.7239	0.9895	0.9947
0.6121	3.7963	820	0.9302	0.6951	0.9302	0.9645
0.6121	3.8056	822	0.8190	0.7232	0.8190	0.9050
0.6121	3.8148	824	0.6901	0.7443	0.6901	0.8307
0.6121	3.8241	826	0.6125	0.7263	0.6125	0.7826
0.6121	3.8333	828	0.6035	0.7263	0.6035	0.7769
0.6121	3.8426	830	0.6006	0.7607	0.6006	0.7750
0.6121	3.8519	832	0.6465	0.7608	0.6465	0.8041
0.6121	3.8611	834	0.7296	0.7028	0.7296	0.8542
0.6121	3.8704	836	0.7693	0.7028	0.7693	0.8771
0.6121	3.8796	838	0.7570	0.7441	0.7570	0.8700
0.6121	3.8889	840	0.6807	0.7529	0.6807	0.8251
0.6121	3.8981	842	0.6398	0.7529	0.6398	0.7999
0.6121	3.9074	844	0.6154	0.7258	0.6154	0.7845
0.6121	3.9167	846	0.6212	0.7258	0.6212	0.7882
0.6121	3.9259	848	0.6856	0.7529	0.6856	0.8280
0.6121	3.9352	850	0.8172	0.7685	0.8172	0.9040
0.6121	3.9444	852	0.8699	0.7849	0.8699	0.9327
0.6121	3.9537	854	0.8388	0.8136	0.8388	0.9158
0.6121	3.9630	856	0.7626	0.7675	0.7626	0.8733
0.6121	3.9722	858	0.7307	0.7522	0.7307	0.8548
0.6121	3.9815	860	0.7279	0.7522	0.7279	0.8532
0.6121	3.9907	862	0.7484	0.7685	0.7484	0.8651
0.6121	4.0	864	0.7113	0.7614	0.7113	0.8434
0.6121	4.0093	866	0.6805	0.7355	0.6805	0.8249
0.6121	4.0185	868	0.6548	0.7443	0.6548	0.8092
0.6121	4.0278	870	0.6498	0.7443	0.6498	0.8061
0.6121	4.0370	872	0.7184	0.7882	0.7184	0.8476
0.6121	4.0463	874	0.7915	0.8290	0.7915	0.8897
0.6121	4.0556	876	0.8681	0.7849	0.8681	0.9317
0.6121	4.0648	878	0.9629	0.7350	0.9629	0.9813
0.6121	4.0741	880	0.9469	0.7350	0.9469	0.9731
0.6121	4.0833	882	0.8427	0.7849	0.8427	0.9180
0.6121	4.0926	884	0.7404	0.8290	0.7404	0.8605
0.6121	4.1019	886	0.6413	0.8235	0.6413	0.8008
0.6121	4.1111	888	0.5878	0.7449	0.5878	0.7667
0.6121	4.1204	890	0.5839	0.7700	0.5839	0.7642
0.6121	4.1296	892	0.6110	0.7449	0.6110	0.7816
0.6121	4.1389	894	0.6571	0.7443	0.6571	0.8106
0.6121	4.1481	896	0.6845	0.7614	0.6845	0.8274
0.6121	4.1574	898	0.6934	0.7614	0.6934	0.8327
0.6121	4.1667	900	0.6797	0.7859	0.6797	0.8244
0.6121	4.1759	902	0.6711	0.7859	0.6711	0.8192
0.6121	4.1852	904	0.6841	0.7614	0.6841	0.8271
0.6121	4.1944	906	0.7600	0.7518	0.7600	0.8718
0.6121	4.2037	908	0.8105	0.7518	0.8105	0.9003
0.6121	4.2130	910	0.8271	0.7518	0.8271	0.9095
0.6121	4.2222	912	0.7918	0.7191	0.7918	0.8898
0.6121	4.2315	914	0.7009	0.7614	0.7009	0.8372
0.6121	4.2407	916	0.6267	0.7109	0.6267	0.7916
0.6121	4.25	918	0.5884	0.7209	0.5884	0.7671
0.6121	4.2593	920	0.5833	0.7229	0.5833	0.7637
0.6121	4.2685	922	0.6008	0.7109	0.6008	0.7751
0.6121	4.2778	924	0.6779	0.7614	0.6779	0.8234
0.6121	4.2870	926	0.8146	0.7365	0.8146	0.9025
0.6121	4.2963	928	0.8943	0.7982	0.8943	0.9457
0.6121	4.3056	930	0.8921	0.7028	0.8921	0.9445
0.6121	4.3148	932	0.8314	0.7028	0.8314	0.9118
0.6121	4.3241	934	0.7593	0.7529	0.7593	0.8714
0.6121	4.3333	936	0.6710	0.7443	0.6710	0.8192
0.6121	4.3426	938	0.6099	0.7443	0.6099	0.7810
0.6121	4.3519	940	0.5990	0.7443	0.5990	0.7740
0.6121	4.3611	942	0.6138	0.7443	0.6138	0.7834
0.6121	4.3704	944	0.6660	0.7443	0.6660	0.8161
0.6121	4.3796	946	0.7542	0.7529	0.7542	0.8685
0.6121	4.3889	948	0.8819	0.7849	0.8819	0.9391
0.6121	4.3981	950	1.0015	0.8235	1.0015	1.0007
0.6121	4.4074	952	1.0492	0.8235	1.0492	1.0243
0.6121	4.4167	954	0.9990	0.8136	0.9990	0.9995
0.6121	4.4259	956	0.8767	0.8136	0.8767	0.9363
0.6121	4.4352	958	0.7504	0.7028	0.7504	0.8663
0.6121	4.4444	960	0.6792	0.7708	0.6792	0.8241
0.6121	4.4537	962	0.6614	0.7443	0.6614	0.8133
0.6121	4.4630	964	0.6833	0.7443	0.6833	0.8266
0.6121	4.4722	966	0.7120	0.7258	0.7120	0.8438
0.6121	4.4815	968	0.7428	0.7100	0.7428	0.8618
0.6121	4.4907	970	0.7978	0.7191	0.7978	0.8932
0.6121	4.5	972	0.7969	0.7191	0.7969	0.8927
0.6121	4.5093	974	0.7470	0.7191	0.7470	0.8643
0.6121	4.5185	976	0.7084	0.7273	0.7084	0.8417
0.6121	4.5278	978	0.6978	0.7273	0.6978	0.8354
0.6121	4.5370	980	0.7397	0.7196	0.7397	0.8600
0.6121	4.5463	982	0.7888	0.7191	0.7888	0.8881
0.6121	4.5556	984	0.8082	0.7441	0.8082	0.8990
0.6121	4.5648	986	0.7865	0.7273	0.7865	0.8868
0.6121	4.5741	988	0.7201	0.7443	0.7201	0.8486
0.6121	4.5833	990	0.6787	0.7443	0.6787	0.8238
0.6121	4.5926	992	0.6359	0.7443	0.6359	0.7974
0.6121	4.6019	994	0.6247	0.7263	0.6247	0.7904
0.6121	4.6111	996	0.6204	0.7263	0.6204	0.7877
0.6121	4.6204	998	0.6425	0.7263	0.6425	0.8016
0.1008	4.6296	1000	0.7104	0.7708	0.7104	0.8429
0.1008	4.6389	1002	0.8351	0.7605	0.8351	0.9138
0.1008	4.6481	1004	0.9372	0.7277	0.9372	0.9681
0.1008	4.6574	1006	0.9583	0.6922	0.9583	0.9789
0.1008	4.6667	1008	0.8984	0.6753	0.8984	0.9478
0.1008	4.6759	1010	0.8628	0.7100	0.8628	0.9288
0.1008	4.6852	1012	0.8606	0.7254	0.8606	0.9277
0.1008	4.6944	1014	0.8304	0.7529	0.8304	0.9112
0.1008	4.7037	1016	0.8111	0.7708	0.8111	0.9006
0.1008	4.7130	1018	0.8195	0.7708	0.8195	0.9052
0.1008	4.7222	1020	0.8066	0.7708	0.8066	0.8981
0.1008	4.7315	1022	0.8400	0.7273	0.8400	0.9165
0.1008	4.7407	1024	0.9147	0.6922	0.9147	0.9564
0.1008	4.75	1026	0.9938	0.6871	0.9939	0.9969
0.1008	4.7593	1028	1.0140	0.6871	1.0140	1.0070
0.1008	4.7685	1030	1.0678	0.6871	1.0678	1.0333
0.1008	4.7778	1032	1.1077	0.7234	1.1077	1.0525
0.1008	4.7870	1034	1.1287	0.6678	1.1287	1.0624
0.1008	4.7963	1036	1.0920	0.6678	1.0920	1.0450
0.1008	4.8056	1038	1.0567	0.6866	1.0567	1.0280
0.1008	4.8148	1040	0.9478	0.6922	0.9478	0.9736
0.1008	4.8241	1042	0.8068	0.7028	0.8068	0.8982
0.1008	4.8333	1044	0.7184	0.7455	0.7184	0.8476
0.1008	4.8426	1046	0.7006	0.7455	0.7006	0.8370
0.1008	4.8519	1048	0.7293	0.7367	0.7293	0.8540
0.1008	4.8611	1050	0.7907	0.7447	0.7907	0.8892
0.1008	4.8704	1052	0.8625	0.7277	0.8625	0.9287
0.1008	4.8796	1054	0.9314	0.7277	0.9314	0.9651
0.1008	4.8889	1056	0.9659	0.7435	0.9659	0.9828
0.1008	4.8981	1058	0.9533	0.6871	0.9533	0.9764
0.1008	4.9074	1060	0.8844	0.6922	0.8844	0.9404
0.1008	4.9167	1062	0.7977	0.6818	0.7977	0.8931
0.1008	4.9259	1064	0.7391	0.7529	0.7391	0.8597
0.1008	4.9352	1066	0.6857	0.7209	0.6857	0.8281
0.1008	4.9444	1068	0.6473	0.7209	0.6473	0.8045
0.1008	4.9537	1070	0.6421	0.7209	0.6421	0.8013
0.1008	4.9630	1072	0.6749	0.7209	0.6749	0.8215
0.1008	4.9722	1074	0.7844	0.7704	0.7844	0.8857
0.1008	4.9815	1076	0.9389	0.6633	0.9389	0.9690
0.1008	4.9907	1078	1.0042	0.6316	1.0042	1.0021
0.1008	5.0	1080	0.9844	0.6690	0.9844	0.9922
0.1008	5.0093	1082	0.9271	0.6690	0.9271	0.9629
0.1008	5.0185	1084	0.8443	0.6922	0.8443	0.9189
0.1008	5.0278	1086	0.7515	0.7708	0.7515	0.8669
0.1008	5.0370	1088	0.7024	0.7534	0.7024	0.8381
0.1008	5.0463	1090	0.7013	0.7534	0.7013	0.8374
0.1008	5.0556	1092	0.7568	0.7196	0.7568	0.8699
0.1008	5.0648	1094	0.8548	0.6922	0.8548	0.9246
0.1008	5.0741	1096	0.9285	0.7421	0.9285	0.9636
0.1008	5.0833	1098	0.9567	0.7421	0.9567	0.9781
0.1008	5.0926	1100	0.9220	0.7421	0.9220	0.9602
0.1008	5.1019	1102	0.8593	0.7602	0.8593	0.9270
0.1008	5.1111	1104	0.8137	0.7028	0.8137	0.9020
0.1008	5.1204	1106	0.8003	0.7273	0.8003	0.8946
0.1008	5.1296	1108	0.7866	0.7273	0.7866	0.8869
0.1008	5.1389	1110	0.7733	0.7708	0.7733	0.8794
0.1008	5.1481	1112	0.7729	0.7708	0.7729	0.8792
0.1008	5.1574	1114	0.7761	0.7273	0.7761	0.8810
0.1008	5.1667	1116	0.7666	0.7273	0.7666	0.8756
0.1008	5.1759	1118	0.8035	0.7028	0.8035	0.8964
0.1008	5.1852	1120	0.8753	0.7849	0.8753	0.9356
0.1008	5.1944	1122	0.9043	0.7849	0.9043	0.9510
0.1008	5.2037	1124	0.8866	0.7849	0.8866	0.9416
0.1008	5.2130	1126	0.8594	0.7518	0.8594	0.9271
0.1008	5.2222	1128	0.8233	0.7365	0.8233	0.9073
0.1008	5.2315	1130	0.7625	0.7128	0.7625	0.8732
0.1008	5.2407	1132	0.7020	0.7367	0.7020	0.8379
0.1008	5.25	1134	0.6564	0.7136	0.6564	0.8102
0.1008	5.2593	1136	0.6411	0.7136	0.6411	0.8007
0.1008	5.2685	1138	0.6551	0.7109	0.6551	0.8094
0.1008	5.2778	1140	0.6992	0.7109	0.6992	0.8362
0.1008	5.2870	1142	0.7404	0.7443	0.7404	0.8605
0.1008	5.2963	1144	0.7501	0.7443	0.7501	0.8661
0.1008	5.3056	1146	0.7631	0.7273	0.7631	0.8735
0.1008	5.3148	1148	0.8090	0.7782	0.8090	0.8995
0.1008	5.3241	1150	0.8153	0.8082	0.8153	0.9029
0.1008	5.3333	1152	0.7966	0.7605	0.7966	0.8925
0.1008	5.3426	1154	0.7907	0.7605	0.7907	0.8892
0.1008	5.3519	1156	0.7493	0.7273	0.7493	0.8656
0.1008	5.3611	1158	0.7025	0.7273	0.7025	0.8381
0.1008	5.3704	1160	0.6740	0.7443	0.6740	0.8210
0.1008	5.3796	1162	0.6667	0.7443	0.6667	0.8165
0.1008	5.3889	1164	0.6876	0.7443	0.6876	0.8292
0.1008	5.3981	1166	0.7265	0.7443	0.7265	0.8523
0.1008	5.4074	1168	0.7979	0.7529	0.7979	0.8933
0.1008	5.4167	1170	0.8232	0.7529	0.8232	0.9073
0.1008	5.4259	1172	0.8430	0.7529	0.8430	0.9181
0.1008	5.4352	1174	0.8032	0.7805	0.8032	0.8962
0.1008	5.4444	1176	0.7547	0.7708	0.7547	0.8688
0.1008	5.4537	1178	0.7106	0.7443	0.7106	0.8430
0.1008	5.4630	1180	0.6703	0.7443	0.6703	0.8187
0.1008	5.4722	1182	0.6690	0.7109	0.6690	0.8179
0.1008	5.4815	1184	0.6796	0.7367	0.6796	0.8244
0.1008	5.4907	1186	0.7240	0.7273	0.7240	0.8509
0.1008	5.5	1188	0.7427	0.7273	0.7427	0.8618
0.1008	5.5093	1190	0.8021	0.7100	0.8021	0.8956
0.1008	5.5185	1192	0.8462	0.7100	0.8462	0.9199
0.1008	5.5278	1194	0.8459	0.7100	0.8459	0.9197
0.1008	5.5370	1196	0.8298	0.7100	0.8298	0.9110
0.1008	5.5463	1198	0.8303	0.7100	0.8303	0.9112
0.1008	5.5556	1200	0.8132	0.7100	0.8132	0.9018
0.1008	5.5648	1202	0.8170	0.7100	0.8170	0.9039
0.1008	5.5741	1204	0.8280	0.7529	0.8280	0.9099
0.1008	5.5833	1206	0.8022	0.7529	0.8022	0.8956
0.1008	5.5926	1208	0.7554	0.7708	0.7554	0.8692
0.1008	5.6019	1210	0.7509	0.7443	0.7509	0.8666
0.1008	5.6111	1212	0.7551	0.7708	0.7551	0.8689
0.1008	5.6204	1214	0.7686	0.7529	0.7686	0.8767
0.1008	5.6296	1216	0.8091	0.7529	0.8091	0.8995
0.1008	5.6389	1218	0.8328	0.7529	0.8328	0.9126
0.1008	5.6481	1220	0.8149	0.7258	0.8149	0.9027
0.1008	5.6574	1222	0.8405	0.6962	0.8405	0.9168
0.1008	5.6667	1224	0.8416	0.7037	0.8416	0.9174
0.1008	5.6759	1226	0.8547	0.7037	0.8547	0.9245
0.1008	5.6852	1228	0.8719	0.7337	0.8719	0.9337
0.1008	5.6944	1230	0.9061	0.7226	0.9061	0.9519
0.1008	5.7037	1232	0.8754	0.7525	0.8754	0.9356
0.1008	5.7130	1234	0.8806	0.7525	0.8806	0.9384
0.1008	5.7222	1236	0.8821	0.7063	0.8821	0.9392
0.1008	5.7315	1238	0.8496	0.7346	0.8496	0.9217
0.1008	5.7407	1240	0.7901	0.7100	0.7901	0.8889
0.1008	5.75	1242	0.7710	0.7100	0.7710	0.8781
0.1008	5.7593	1244	0.7598	0.7100	0.7598	0.8717
0.1008	5.7685	1246	0.7765	0.7100	0.7765	0.8812
0.1008	5.7778	1248	0.8054	0.7100	0.8054	0.8974
0.1008	5.7870	1250	0.8405	0.7100	0.8405	0.9168
0.1008	5.7963	1252	0.8736	0.7264	0.8736	0.9347
0.1008	5.8056	1254	0.8683	0.7095	0.8683	0.9318
0.1008	5.8148	1256	0.8480	0.7172	0.8480	0.9209
0.1008	5.8241	1258	0.8126	0.7351	0.8126	0.9015
0.1008	5.8333	1260	0.8035	0.7351	0.8035	0.8964
0.1008	5.8426	1262	0.8246	0.7351	0.8246	0.9081
0.1008	5.8519	1264	0.8309	0.7172	0.8309	0.9115
0.1008	5.8611	1266	0.8043	0.7805	0.8043	0.8969
0.1008	5.8704	1268	0.7868	0.7708	0.7868	0.8870
0.1008	5.8796	1270	0.7744	0.7529	0.7744	0.8800
0.1008	5.8889	1272	0.7865	0.7100	0.7865	0.8868
0.1008	5.8981	1274	0.8271	0.7268	0.8271	0.9094
0.1008	5.9074	1276	0.8281	0.7191	0.8281	0.9100
0.1008	5.9167	1278	0.8282	0.7191	0.8282	0.9101
0.1008	5.9259	1280	0.8035	0.7191	0.8035	0.8964
0.1008	5.9352	1282	0.7744	0.7028	0.7744	0.8800
0.1008	5.9444	1284	0.7538	0.7028	0.7538	0.8682
0.1008	5.9537	1286	0.7660	0.7028	0.7660	0.8752
0.1008	5.9630	1288	0.7948	0.7028	0.7948	0.8915
0.1008	5.9722	1290	0.7931	0.7028	0.7931	0.8905
0.1008	5.9815	1292	0.8147	0.7095	0.8147	0.9026
0.1008	5.9907	1294	0.8347	0.7264	0.8347	0.9136
0.1008	6.0	1296	0.8139	0.7346	0.8139	0.9022
0.1008	6.0093	1298	0.7710	0.7805	0.7710	0.8781
0.1008	6.0185	1300	0.7261	0.7443	0.7261	0.8521
0.1008	6.0278	1302	0.7051	0.7443	0.7051	0.8397
0.1008	6.0370	1304	0.7144	0.7708	0.7144	0.8452
0.1008	6.0463	1306	0.7340	0.7273	0.7340	0.8568
0.1008	6.0556	1308	0.7209	0.7273	0.7209	0.8490
0.1008	6.0648	1310	0.6868	0.7708	0.6868	0.8287
0.1008	6.0741	1312	0.6733	0.7708	0.6733	0.8206
0.1008	6.0833	1314	0.6797	0.7708	0.6797	0.8244
0.1008	6.0926	1316	0.7171	0.7708	0.7171	0.8468
0.1008	6.1019	1318	0.7789	0.7273	0.7789	0.8825
0.1008	6.1111	1320	0.8189	0.7172	0.8189	0.9049
0.1008	6.1204	1322	0.8287	0.7172	0.8287	0.9104
0.1008	6.1296	1324	0.8472	0.6882	0.8472	0.9205
0.1008	6.1389	1326	0.8566	0.7063	0.8566	0.9255
0.1008	6.1481	1328	0.8447	0.7264	0.8447	0.9191
0.1008	6.1574	1330	0.8230	0.7264	0.8230	0.9072
0.1008	6.1667	1332	0.7751	0.7196	0.7751	0.8804
0.1008	6.1759	1334	0.7456	0.7196	0.7456	0.8635
0.1008	6.1852	1336	0.7394	0.7196	0.7394	0.8599
0.1008	6.1944	1338	0.7413	0.7196	0.7413	0.8610
0.1008	6.2037	1340	0.7672	0.7522	0.7672	0.8759
0.1008	6.2130	1342	0.8149	0.7518	0.8149	0.9027
0.1008	6.2222	1344	0.8436	0.7672	0.8437	0.9185
0.1008	6.2315	1346	0.8698	0.7672	0.8698	0.9326
0.1008	6.2407	1348	0.8644	0.7354	0.8644	0.9297
0.1008	6.25	1350	0.8330	0.7354	0.8330	0.9127
0.1008	6.2593	1352	0.7980	0.7354	0.7980	0.8933
0.1008	6.2685	1354	0.7577	0.7028	0.7577	0.8705
0.1008	6.2778	1356	0.7346	0.7028	0.7346	0.8571
0.1008	6.2870	1358	0.7231	0.7100	0.7231	0.8504
0.1008	6.2963	1360	0.7151	0.7100	0.7151	0.8456
0.1008	6.3056	1362	0.7193	0.7100	0.7193	0.8481
0.1008	6.3148	1364	0.7453	0.7100	0.7453	0.8633
0.1008	6.3241	1366	0.7510	0.7100	0.7510	0.8666
0.1008	6.3333	1368	0.7330	0.7100	0.7330	0.8562
0.1008	6.3426	1370	0.7322	0.7100	0.7322	0.8557
0.1008	6.3519	1372	0.7277	0.7100	0.7277	0.8530
0.1008	6.3611	1374	0.7418	0.7100	0.7418	0.8613
0.1008	6.3704	1376	0.7660	0.7100	0.7660	0.8752
0.1008	6.3796	1378	0.7730	0.7100	0.7730	0.8792
0.1008	6.3889	1380	0.7449	0.7003	0.7449	0.8631
0.1008	6.3981	1382	0.7104	0.7443	0.7104	0.8428
0.1008	6.4074	1384	0.6803	0.7443	0.6803	0.8248
0.1008	6.4167	1386	0.6441	0.7443	0.6441	0.8026
0.1008	6.4259	1388	0.6176	0.7712	0.6176	0.7859
0.1008	6.4352	1390	0.6116	0.7712	0.6116	0.7820
0.1008	6.4444	1392	0.6154	0.7712	0.6154	0.7844
0.1008	6.4537	1394	0.6393	0.7277	0.6393	0.7996
0.1008	6.4630	1396	0.6883	0.7273	0.6883	0.8296
0.1008	6.4722	1398	0.7737	0.7522	0.7737	0.8796
0.1008	6.4815	1400	0.8960	0.7672	0.8960	0.9466
0.1008	6.4907	1402	1.0084	0.8136	1.0084	1.0042
0.1008	6.5	1404	1.0489	0.8235	1.0489	1.0242
0.1008	6.5093	1406	1.0277	0.8235	1.0277	1.0137
0.1008	6.5185	1408	0.9541	0.8235	0.9541	0.9768
0.1008	6.5278	1410	0.8840	0.7191	0.8840	0.9402
0.1008	6.5370	1412	0.8219	0.7100	0.8219	0.9066
0.1008	6.5463	1414	0.7653	0.6824	0.7653	0.8748
0.1008	6.5556	1416	0.7310	0.7443	0.7310	0.8550
0.1008	6.5648	1418	0.7124	0.7443	0.7124	0.8441
0.1008	6.5741	1420	0.7210	0.7443	0.7210	0.8491
0.1008	6.5833	1422	0.7550	0.7443	0.7550	0.8689
0.1008	6.5926	1424	0.7858	0.7342	0.7858	0.8865
0.1008	6.6019	1426	0.7879	0.7342	0.7879	0.8876
0.1008	6.6111	1428	0.7737	0.7342	0.7737	0.8796
0.1008	6.6204	1430	0.7423	0.7534	0.7423	0.8616
0.1008	6.6296	1432	0.7162	0.7443	0.7162	0.8463
0.1008	6.6389	1434	0.7100	0.7443	0.7100	0.8426
0.1008	6.6481	1436	0.7151	0.7003	0.7151	0.8457
0.1008	6.6574	1438	0.7331	0.6824	0.7331	0.8562
0.1008	6.6667	1440	0.7536	0.6888	0.7536	0.8681
0.1008	6.6759	1442	0.7625	0.6888	0.7625	0.8732
0.1008	6.6852	1444	0.7628	0.6888	0.7628	0.8734
0.1008	6.6944	1446	0.7506	0.7342	0.7506	0.8664
0.1008	6.7037	1448	0.7336	0.7342	0.7336	0.8565
0.1008	6.7130	1450	0.7006	0.7443	0.7006	0.8370
0.1008	6.7222	1452	0.6685	0.7712	0.6685	0.8176
0.1008	6.7315	1454	0.6665	0.7712	0.6665	0.8164
0.1008	6.7407	1456	0.6807	0.7712	0.6807	0.8251
0.1008	6.75	1458	0.6736	0.7712	0.6736	0.8207
0.1008	6.7593	1460	0.6586	0.7277	0.6586	0.8116
0.1008	6.7685	1462	0.6544	0.7529	0.6544	0.8089
0.1008	6.7778	1464	0.6493	0.7529	0.6493	0.8058
0.1008	6.7870	1466	0.6593	0.7529	0.6593	0.8119
0.1008	6.7963	1468	0.6876	0.7363	0.6876	0.8292
0.1008	6.8056	1470	0.7138	0.7100	0.7138	0.8449
0.1008	6.8148	1472	0.7283	0.7100	0.7283	0.8534
0.1008	6.8241	1474	0.7275	0.7100	0.7275	0.8530
0.1008	6.8333	1476	0.7297	0.7100	0.7297	0.8542
0.1008	6.8426	1478	0.7305	0.7258	0.7305	0.8547
0.1008	6.8519	1480	0.7290	0.7443	0.7290	0.8538
0.1008	6.8611	1482	0.7326	0.7534	0.7326	0.8559
0.1008	6.8704	1484	0.7425	0.7534	0.7425	0.8617
0.1008	6.8796	1486	0.7407	0.7534	0.7407	0.8606
0.1008	6.8889	1488	0.7333	0.7351	0.7333	0.8563
0.1008	6.8981	1490	0.7343	0.7273	0.7343	0.8569
0.1008	6.9074	1492	0.7209	0.7003	0.7209	0.8491
0.1008	6.9167	1494	0.7341	0.7273	0.7341	0.8568
0.1008	6.9259	1496	0.7413	0.7273	0.7413	0.8610
0.1008	6.9352	1498	0.7559	0.7273	0.7559	0.8694
0.0563	6.9444	1500	0.7672	0.7351	0.7672	0.8759
0.0563	6.9537	1502	0.8094	0.7172	0.8094	0.8997
0.0563	6.9630	1504	0.8514	0.7775	0.8514	0.9227
0.0563	6.9722	1506	0.8553	0.7945	0.8553	0.9248
0.0563	6.9815	1508	0.8254	0.7945	0.8254	0.9085
0.0563	6.9907	1510	0.8130	0.7775	0.8130	0.9017
0.0563	7.0	1512	0.7890	0.7685	0.7890	0.8883
0.0563	7.0093	1514	0.7867	0.7685	0.7867	0.8869
0.0563	7.0185	1516	0.7698	0.7028	0.7698	0.8774
0.0563	7.0278	1518	0.7338	0.7273	0.7338	0.8566
0.0563	7.0370	1520	0.6947	0.7273	0.6947	0.8335
0.0563	7.0463	1522	0.6824	0.7273	0.6824	0.8261
0.0563	7.0556	1524	0.6860	0.7273	0.6860	0.8283
0.0563	7.0648	1526	0.6919	0.7273	0.6919	0.8318
0.0563	7.0741	1528	0.7105	0.7196	0.7105	0.8429
0.0563	7.0833	1530	0.7240	0.7196	0.7240	0.8509
0.0563	7.0926	1532	0.7281	0.7196	0.7281	0.8533
0.0563	7.1019	1534	0.7372	0.7196	0.7372	0.8586
0.0563	7.1111	1536	0.7487	0.7689	0.7487	0.8653
0.0563	7.1204	1538	0.7703	0.7689	0.7703	0.8777
0.0563	7.1296	1540	0.7741	0.7685	0.7741	0.8799
0.0563	7.1389	1542	0.7591	0.7852	0.7591	0.8712
0.0563	7.1481	1544	0.7328	0.7196	0.7328	0.8560
0.0563	7.1574	1546	0.7079	0.7196	0.7079	0.8413
0.0563	7.1667	1548	0.6836	0.7003	0.6836	0.8268
0.0563	7.1759	1550	0.6749	0.7003	0.6749	0.8215
0.0563	7.1852	1552	0.6779	0.7003	0.6779	0.8233
0.0563	7.1944	1554	0.6751	0.7003	0.6751	0.8216
0.0563	7.2037	1556	0.6839	0.7273	0.6839	0.8270
0.0563	7.2130	1558	0.6943	0.7273	0.6943	0.8333
0.0563	7.2222	1560	0.6885	0.7273	0.6885	0.8298
0.0563	7.2315	1562	0.6770	0.7273	0.6770	0.8228
0.0563	7.2407	1564	0.6669	0.7273	0.6669	0.8166
0.0563	7.25	1566	0.6693	0.7273	0.6693	0.8181
0.0563	7.2593	1568	0.6685	0.7273	0.6685	0.8176
0.0563	7.2685	1570	0.6775	0.7273	0.6775	0.8231
0.0563	7.2778	1572	0.6940	0.7273	0.6940	0.8331
0.0563	7.2870	1574	0.7132	0.7273	0.7132	0.8445
0.0563	7.2963	1576	0.7226	0.7100	0.7226	0.8501
0.0563	7.3056	1578	0.7281	0.7100	0.7281	0.8533
0.0563	7.3148	1580	0.7038	0.7273	0.7038	0.8389
0.0563	7.3241	1582	0.6846	0.7273	0.6846	0.8274
0.0563	7.3333	1584	0.6731	0.7273	0.6731	0.8205
0.0563	7.3426	1586	0.6805	0.7273	0.6805	0.8249
0.0563	7.3519	1588	0.6915	0.7273	0.6915	0.8316
0.0563	7.3611	1590	0.6763	0.7708	0.6763	0.8224
0.0563	7.3704	1592	0.6710	0.7708	0.6710	0.8192
0.0563	7.3796	1594	0.6668	0.7712	0.6668	0.8166
0.0563	7.3889	1596	0.6709	0.7712	0.6709	0.8191
0.0563	7.3981	1598	0.6736	0.7708	0.6736	0.8207
0.0563	7.4074	1600	0.6777	0.7958	0.6777	0.8232
0.0563	7.4167	1602	0.6890	0.7100	0.6890	0.8301
0.0563	7.4259	1604	0.7087	0.7100	0.7087	0.8419
0.0563	7.4352	1606	0.7118	0.7100	0.7118	0.8437
0.0563	7.4444	1608	0.7027	0.7708	0.7027	0.8383
0.0563	7.4537	1610	0.6856	0.7708	0.6856	0.8280
0.0563	7.4630	1612	0.6585	0.7712	0.6585	0.8115
0.0563	7.4722	1614	0.6359	0.7712	0.6359	0.7974
0.0563	7.4815	1616	0.6376	0.7712	0.6376	0.7985
0.0563	7.4907	1618	0.6521	0.7712	0.6521	0.8075
0.0563	7.5	1620	0.6777	0.7443	0.6777	0.8232
0.0563	7.5093	1622	0.6960	0.7443	0.6960	0.8343
0.0563	7.5185	1624	0.7010	0.7443	0.7010	0.8373
0.0563	7.5278	1626	0.7002	0.7443	0.7002	0.8368
0.0563	7.5370	1628	0.6952	0.7443	0.6952	0.8338
0.0563	7.5463	1630	0.6897	0.7443	0.6897	0.8305
0.0563	7.5556	1632	0.6997	0.7708	0.6997	0.8365
0.0563	7.5648	1634	0.7084	0.7708	0.7084	0.8416
0.0563	7.5741	1636	0.7244	0.7273	0.7244	0.8511
0.0563	7.5833	1638	0.7290	0.7273	0.7290	0.8538
0.0563	7.5926	1640	0.7366	0.7273	0.7366	0.8583
0.0563	7.6019	1642	0.7355	0.7273	0.7355	0.8576
0.0563	7.6111	1644	0.7382	0.7273	0.7382	0.8592
0.0563	7.6204	1646	0.7378	0.7273	0.7378	0.8590
0.0563	7.6296	1648	0.7567	0.7605	0.7567	0.8699
0.0563	7.6389	1650	0.7750	0.7689	0.7750	0.8803
0.0563	7.6481	1652	0.7759	0.7605	0.7759	0.8808
0.0563	7.6574	1654	0.7461	0.7605	0.7461	0.8638
0.0563	7.6667	1656	0.7170	0.7835	0.7170	0.8468
0.0563	7.6759	1658	0.6919	0.7835	0.6919	0.8318
0.0563	7.6852	1660	0.6704	0.7835	0.6704	0.8188
0.0563	7.6944	1662	0.6468	0.7529	0.6468	0.8042
0.0563	7.7037	1664	0.6497	0.7529	0.6497	0.8060
0.0563	7.7130	1666	0.6599	0.7529	0.6599	0.8123
0.0563	7.7222	1668	0.6795	0.7529	0.6795	0.8243
0.0563	7.7315	1670	0.7130	0.7835	0.7130	0.8444
0.0563	7.7407	1672	0.7576	0.7605	0.7576	0.8704
0.0563	7.75	1674	0.8061	0.7522	0.8061	0.8978
0.0563	7.7593	1676	0.8350	0.7522	0.8350	0.9138
0.0563	7.7685	1678	0.8467	0.7522	0.8467	0.9202
0.0563	7.7778	1680	0.8619	0.7685	0.8619	0.9284
0.0563	7.7870	1682	0.8559	0.7172	0.8559	0.9252
0.0563	7.7963	1684	0.8284	0.7172	0.8284	0.9102
0.0563	7.8056	1686	0.7861	0.7172	0.7861	0.8866
0.0563	7.8148	1688	0.7605	0.7172	0.7605	0.8721
0.0563	7.8241	1690	0.7445	0.7172	0.7445	0.8629
0.0563	7.8333	1692	0.7318	0.7620	0.7318	0.8555
0.0563	7.8426	1694	0.7211	0.7529	0.7211	0.8492
0.0563	7.8519	1696	0.7079	0.7708	0.7079	0.8414
0.0563	7.8611	1698	0.6962	0.7958	0.6962	0.8344
0.0563	7.8704	1700	0.6909	0.7958	0.6909	0.8312
0.0563	7.8796	1702	0.7023	0.7529	0.7023	0.8381
0.0563	7.8889	1704	0.7230	0.7273	0.7230	0.8503
0.0563	7.8981	1706	0.7519	0.7172	0.7519	0.8671
0.0563	7.9074	1708	0.7891	0.7172	0.7891	0.8883
0.0563	7.9167	1710	0.8095	0.7172	0.8095	0.8997
0.0563	7.9259	1712	0.8261	0.7172	0.8261	0.9089
0.0563	7.9352	1714	0.8507	0.7172	0.8507	0.9223
0.0563	7.9444	1716	0.8539	0.7172	0.8539	0.9241
0.0563	7.9537	1718	0.8436	0.7172	0.8436	0.9185
0.0563	7.9630	1720	0.8230	0.7172	0.8230	0.9072
0.0563	7.9722	1722	0.7877	0.7172	0.7877	0.8875
0.0563	7.9815	1724	0.7491	0.7100	0.7491	0.8655
0.0563	7.9907	1726	0.7334	0.7529	0.7334	0.8564
0.0563	8.0	1728	0.7191	0.7529	0.7191	0.8480
0.0563	8.0093	1730	0.7133	0.7529	0.7133	0.8446
0.0563	8.0185	1732	0.7248	0.7529	0.7248	0.8513
0.0563	8.0278	1734	0.7464	0.7529	0.7464	0.8640
0.0563	8.0370	1736	0.7675	0.7441	0.7675	0.8761
0.0563	8.0463	1738	0.7934	0.7172	0.7934	0.8907
0.0563	8.0556	1740	0.7992	0.7172	0.7992	0.8940
0.0563	8.0648	1742	0.8127	0.7172	0.8127	0.9015
0.0563	8.0741	1744	0.8375	0.6813	0.8375	0.9151
0.0563	8.0833	1746	0.8509	0.6813	0.8509	0.9224
0.0563	8.0926	1748	0.8444	0.6813	0.8444	0.9189
0.0563	8.1019	1750	0.8237	0.7172	0.8237	0.9076
0.0563	8.1111	1752	0.8100	0.7172	0.8100	0.9000
0.0563	8.1204	1754	0.7845	0.7172	0.7845	0.8857
0.0563	8.1296	1756	0.7626	0.7172	0.7626	0.8733
0.0563	8.1389	1758	0.7588	0.7172	0.7588	0.8711
0.0563	8.1481	1760	0.7622	0.7172	0.7622	0.8730
0.0563	8.1574	1762	0.7630	0.7172	0.7630	0.8735
0.0563	8.1667	1764	0.7707	0.7172	0.7707	0.8779
0.0563	8.1759	1766	0.7823	0.6882	0.7823	0.8845
0.0563	8.1852	1768	0.7872	0.7172	0.7872	0.8873
0.0563	8.1944	1770	0.8023	0.6882	0.8023	0.8957
0.0563	8.2037	1772	0.8137	0.6882	0.8137	0.9020
0.0563	8.2130	1774	0.8128	0.6882	0.8128	0.9016
0.0563	8.2222	1776	0.8061	0.7172	0.8061	0.8978
0.0563	8.2315	1778	0.7889	0.7172	0.7889	0.8882
0.0563	8.2407	1780	0.7603	0.7363	0.7603	0.8719
0.0563	8.25	1782	0.7424	0.7363	0.7424	0.8616
0.0563	8.2593	1784	0.7316	0.7363	0.7316	0.8554
0.0563	8.2685	1786	0.7224	0.7529	0.7224	0.8499
0.0563	8.2778	1788	0.7181	0.7529	0.7181	0.8474
0.0563	8.2870	1790	0.7078	0.7529	0.7078	0.8413
0.0563	8.2963	1792	0.6911	0.7529	0.6911	0.8313
0.0563	8.3056	1794	0.6855	0.7529	0.6855	0.8280
0.0563	8.3148	1796	0.6817	0.7529	0.6817	0.8257
0.0563	8.3241	1798	0.6885	0.7529	0.6885	0.8297
0.0563	8.3333	1800	0.6993	0.7529	0.6993	0.8363
0.0563	8.3426	1802	0.7031	0.7529	0.7031	0.8385
0.0563	8.3519	1804	0.7036	0.7529	0.7036	0.8388
0.0563	8.3611	1806	0.7043	0.7529	0.7043	0.8393
0.0563	8.3704	1808	0.6994	0.7529	0.6994	0.8363
0.0563	8.3796	1810	0.7033	0.7529	0.7033	0.8386
0.0563	8.3889	1812	0.7010	0.7529	0.7010	0.8373
0.0563	8.3981	1814	0.7054	0.7529	0.7054	0.8399
0.0563	8.4074	1816	0.7040	0.7529	0.7040	0.8391
0.0563	8.4167	1818	0.7067	0.7529	0.7067	0.8407
0.0563	8.4259	1820	0.7183	0.7363	0.7183	0.8475
0.0563	8.4352	1822	0.7256	0.7363	0.7256	0.8518
0.0563	8.4444	1824	0.7352	0.7363	0.7352	0.8574
0.0563	8.4537	1826	0.7330	0.7363	0.7330	0.8562
0.0563	8.4630	1828	0.7388	0.7100	0.7388	0.8596
0.0563	8.4722	1830	0.7500	0.7100	0.7500	0.8660
0.0563	8.4815	1832	0.7581	0.7100	0.7581	0.8707
0.0563	8.4907	1834	0.7610	0.7100	0.7610	0.8724
0.0563	8.5	1836	0.7634	0.7100	0.7634	0.8737
0.0563	8.5093	1838	0.7612	0.7100	0.7612	0.8725
0.0563	8.5185	1840	0.7564	0.7100	0.7564	0.8697
0.0563	8.5278	1842	0.7463	0.7100	0.7463	0.8639
0.0563	8.5370	1844	0.7452	0.7100	0.7452	0.8633
0.0563	8.5463	1846	0.7512	0.7100	0.7512	0.8667
0.0563	8.5556	1848	0.7627	0.7100	0.7627	0.8733
0.0563	8.5648	1850	0.7686	0.7172	0.7686	0.8767
0.0563	8.5741	1852	0.7658	0.7172	0.7658	0.8751
0.0563	8.5833	1854	0.7666	0.7172	0.7666	0.8755
0.0563	8.5926	1856	0.7675	0.7172	0.7675	0.8761
0.0563	8.6019	1858	0.7738	0.7172	0.7738	0.8796
0.0563	8.6111	1860	0.7738	0.7172	0.7738	0.8797
0.0563	8.6204	1862	0.7717	0.7172	0.7717	0.8785
0.0563	8.6296	1864	0.7742	0.7172	0.7742	0.8799
0.0563	8.6389	1866	0.7659	0.7172	0.7659	0.8752
0.0563	8.6481	1868	0.7577	0.7100	0.7577	0.8705
0.0563	8.6574	1870	0.7531	0.7100	0.7531	0.8678
0.0563	8.6667	1872	0.7480	0.7100	0.7480	0.8648
0.0563	8.6759	1874	0.7377	0.7273	0.7377	0.8589
0.0563	8.6852	1876	0.7339	0.7529	0.7339	0.8567
0.0563	8.6944	1878	0.7264	0.7529	0.7264	0.8523
0.0563	8.7037	1880	0.7234	0.7529	0.7234	0.8505
0.0563	8.7130	1882	0.7149	0.7529	0.7149	0.8455
0.0563	8.7222	1884	0.7043	0.7529	0.7043	0.8393
0.0563	8.7315	1886	0.6957	0.7958	0.6957	0.8341
0.0563	8.7407	1888	0.6933	0.7958	0.6933	0.8327
0.0563	8.75	1890	0.6878	0.7958	0.6878	0.8293
0.0563	8.7593	1892	0.6743	0.7712	0.6743	0.8212
0.0563	8.7685	1894	0.6608	0.7712	0.6608	0.8129
0.0563	8.7778	1896	0.6545	0.7712	0.6545	0.8090
0.0563	8.7870	1898	0.6563	0.7712	0.6563	0.8101
0.0563	8.7963	1900	0.6625	0.7958	0.6625	0.8139
0.0563	8.8056	1902	0.6741	0.7958	0.6741	0.8210
0.0563	8.8148	1904	0.6903	0.7958	0.6903	0.8309
0.0563	8.8241	1906	0.7072	0.7708	0.7072	0.8410
0.0563	8.8333	1908	0.7204	0.7273	0.7204	0.8487
0.0563	8.8426	1910	0.7327	0.7100	0.7327	0.8560
0.0563	8.8519	1912	0.7375	0.7100	0.7375	0.8588
0.0563	8.8611	1914	0.7384	0.7100	0.7384	0.8593
0.0563	8.8704	1916	0.7267	0.7273	0.7267	0.8525
0.0563	8.8796	1918	0.7098	0.7273	0.7098	0.8425
0.0563	8.8889	1920	0.6931	0.7529	0.6931	0.8325
0.0563	8.8981	1922	0.6854	0.7529	0.6854	0.8279
0.0563	8.9074	1924	0.6845	0.7529	0.6845	0.8273
0.0563	8.9167	1926	0.6821	0.7958	0.6821	0.8259
0.0563	8.9259	1928	0.6760	0.7958	0.6760	0.8222
0.0563	8.9352	1930	0.6746	0.7958	0.6746	0.8213
0.0563	8.9444	1932	0.6778	0.7712	0.6778	0.8233
0.0563	8.9537	1934	0.6808	0.7712	0.6808	0.8251
0.0563	8.9630	1936	0.6833	0.7443	0.6833	0.8266
0.0563	8.9722	1938	0.6871	0.7443	0.6871	0.8289
0.0563	8.9815	1940	0.6929	0.7708	0.6929	0.8324
0.0563	8.9907	1942	0.6959	0.7708	0.6959	0.8342
0.0563	9.0	1944	0.7023	0.7708	0.7023	0.8380
0.0563	9.0093	1946	0.7073	0.7708	0.7073	0.8410
0.0563	9.0185	1948	0.7198	0.7273	0.7198	0.8484
0.0563	9.0278	1950	0.7365	0.7351	0.7365	0.8582
0.0563	9.0370	1952	0.7546	0.7172	0.7546	0.8686
0.0563	9.0463	1954	0.7641	0.7172	0.7641	0.8741
0.0563	9.0556	1956	0.7693	0.7172	0.7693	0.8771
0.0563	9.0648	1958	0.7804	0.7172	0.7804	0.8834
0.0563	9.0741	1960	0.7860	0.7172	0.7860	0.8866
0.0563	9.0833	1962	0.7963	0.7172	0.7963	0.8923
0.0563	9.0926	1964	0.8046	0.7172	0.8046	0.8970
0.0563	9.1019	1966	0.8046	0.7172	0.8046	0.8970
0.0563	9.1111	1968	0.7950	0.7172	0.7950	0.8916
0.0563	9.1204	1970	0.7924	0.7172	0.7924	0.8902
0.0563	9.1296	1972	0.7949	0.7172	0.7949	0.8916
0.0563	9.1389	1974	0.7928	0.7172	0.7928	0.8904
0.0563	9.1481	1976	0.7861	0.7172	0.7861	0.8866
0.0563	9.1574	1978	0.7813	0.7172	0.7813	0.8839
0.0563	9.1667	1980	0.7706	0.7172	0.7706	0.8779
0.0563	9.1759	1982	0.7576	0.7351	0.7576	0.8704
0.0563	9.1852	1984	0.7494	0.7351	0.7494	0.8657
0.0563	9.1944	1986	0.7459	0.7351	0.7459	0.8636
0.0563	9.2037	1988	0.7464	0.7351	0.7464	0.8639
0.0563	9.2130	1990	0.7435	0.7273	0.7435	0.8623
0.0563	9.2222	1992	0.7403	0.7273	0.7403	0.8604
0.0563	9.2315	1994	0.7411	0.7100	0.7411	0.8609
0.0563	9.2407	1996	0.7436	0.7172	0.7436	0.8623
0.0563	9.25	1998	0.7483	0.7172	0.7483	0.8651
0.0427	9.2593	2000	0.7567	0.7172	0.7567	0.8699
0.0427	9.2685	2002	0.7639	0.7172	0.7639	0.8740
0.0427	9.2778	2004	0.7658	0.7172	0.7658	0.8751
0.0427	9.2870	2006	0.7635	0.7172	0.7635	0.8738
0.0427	9.2963	2008	0.7597	0.7172	0.7597	0.8716
0.0427	9.3056	2010	0.7556	0.7172	0.7556	0.8693
0.0427	9.3148	2012	0.7548	0.7172	0.7548	0.8688
0.0427	9.3241	2014	0.7597	0.7172	0.7597	0.8716
0.0427	9.3333	2016	0.7598	0.7172	0.7598	0.8717
0.0427	9.3426	2018	0.7599	0.7172	0.7599	0.8717
0.0427	9.3519	2020	0.7627	0.7172	0.7627	0.8733
0.0427	9.3611	2022	0.7667	0.7172	0.7667	0.8756
0.0427	9.3704	2024	0.7686	0.7172	0.7686	0.8767
0.0427	9.3796	2026	0.7703	0.7172	0.7703	0.8777
0.0427	9.3889	2028	0.7716	0.7172	0.7716	0.8784
0.0427	9.3981	2030	0.7711	0.7172	0.7711	0.8781
0.0427	9.4074	2032	0.7725	0.7172	0.7725	0.8789
0.0427	9.4167	2034	0.7718	0.7172	0.7718	0.8785
0.0427	9.4259	2036	0.7699	0.7172	0.7699	0.8774
0.0427	9.4352	2038	0.7664	0.7172	0.7664	0.8754
0.0427	9.4444	2040	0.7614	0.7172	0.7614	0.8726
0.0427	9.4537	2042	0.7552	0.7172	0.7552	0.8690
0.0427	9.4630	2044	0.7532	0.7172	0.7532	0.8679
0.0427	9.4722	2046	0.7515	0.7172	0.7515	0.8669
0.0427	9.4815	2048	0.7462	0.7172	0.7462	0.8639
0.0427	9.4907	2050	0.7407	0.7172	0.7407	0.8607
0.0427	9.5	2052	0.7362	0.7351	0.7362	0.8580
0.0427	9.5093	2054	0.7323	0.7273	0.7323	0.8558
0.0427	9.5185	2056	0.7303	0.7273	0.7303	0.8546
0.0427	9.5278	2058	0.7278	0.7273	0.7278	0.8531
0.0427	9.5370	2060	0.7276	0.7273	0.7276	0.8530
0.0427	9.5463	2062	0.7254	0.7273	0.7254	0.8517
0.0427	9.5556	2064	0.7238	0.7273	0.7238	0.8508
0.0427	9.5648	2066	0.7220	0.7273	0.7220	0.8497
0.0427	9.5741	2068	0.7228	0.7273	0.7228	0.8502
0.0427	9.5833	2070	0.7265	0.7273	0.7265	0.8523
0.0427	9.5926	2072	0.7302	0.7273	0.7302	0.8545
0.0427	9.6019	2074	0.7333	0.7100	0.7333	0.8563
0.0427	9.6111	2076	0.7355	0.7100	0.7355	0.8576
0.0427	9.6204	2078	0.7365	0.7100	0.7365	0.8582
0.0427	9.6296	2080	0.7388	0.7100	0.7388	0.8595
0.0427	9.6389	2082	0.7379	0.7100	0.7379	0.8590
0.0427	9.6481	2084	0.7347	0.7100	0.7347	0.8571
0.0427	9.6574	2086	0.7323	0.7100	0.7323	0.8558
0.0427	9.6667	2088	0.7290	0.7273	0.7290	0.8538
0.0427	9.6759	2090	0.7265	0.7273	0.7265	0.8523
0.0427	9.6852	2092	0.7253	0.7273	0.7253	0.8517
0.0427	9.6944	2094	0.7249	0.7273	0.7249	0.8514
0.0427	9.7037	2096	0.7237	0.7273	0.7237	0.8507
0.0427	9.7130	2098	0.7243	0.7273	0.7243	0.8510
0.0427	9.7222	2100	0.7234	0.7273	0.7234	0.8505
0.0427	9.7315	2102	0.7211	0.7273	0.7211	0.8492
0.0427	9.7407	2104	0.7199	0.7273	0.7199	0.8485
0.0427	9.75	2106	0.7196	0.7273	0.7196	0.8483
0.0427	9.7593	2108	0.7202	0.7273	0.7202	0.8486
0.0427	9.7685	2110	0.7218	0.7273	0.7218	0.8496
0.0427	9.7778	2112	0.7245	0.7273	0.7245	0.8512
0.0427	9.7870	2114	0.7264	0.7273	0.7264	0.8523
0.0427	9.7963	2116	0.7269	0.7100	0.7269	0.8526
0.0427	9.8056	2118	0.7285	0.7100	0.7285	0.8535
0.0427	9.8148	2120	0.7293	0.7100	0.7293	0.8540
0.0427	9.8241	2122	0.7307	0.7100	0.7307	0.8548
0.0427	9.8333	2124	0.7323	0.7100	0.7323	0.8558
0.0427	9.8426	2126	0.7333	0.7100	0.7333	0.8563
0.0427	9.8519	2128	0.7339	0.7100	0.7339	0.8567
0.0427	9.8611	2130	0.7349	0.7100	0.7349	0.8573
0.0427	9.8704	2132	0.7359	0.7100	0.7359	0.8579
0.0427	9.8796	2134	0.7374	0.7100	0.7374	0.8587
0.0427	9.8889	2136	0.7386	0.7100	0.7386	0.8594
0.0427	9.8981	2138	0.7392	0.7100	0.7392	0.8598
0.0427	9.9074	2140	0.7401	0.7100	0.7401	0.8603
0.0427	9.9167	2142	0.7411	0.7100	0.7411	0.8609
0.0427	9.9259	2144	0.7422	0.7100	0.7422	0.8615
0.0427	9.9352	2146	0.7434	0.7100	0.7434	0.8622
0.0427	9.9444	2148	0.7446	0.7100	0.7446	0.8629
0.0427	9.9537	2150	0.7458	0.7100	0.7458	0.8636
0.0427	9.9630	2152	0.7467	0.7100	0.7467	0.8641
0.0427	9.9722	2154	0.7473	0.7100	0.7473	0.8645
0.0427	9.9815	2156	0.7478	0.7100	0.7478	0.8647
0.0427	9.9907	2158	0.7481	0.7100	0.7481	0.8649
0.0427	10.0	2160	0.7483	0.7100	0.7483	0.8650

Framework versions

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