ArabicNewSplits_FineTuningAraBERT_AugV5_k40_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: 0.6724
• Qwk: 0.3618
• Mse: 0.6724
• Rmse: 0.8200

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	0.0141	2	4.5816	0.0164	4.5816	2.1405
No log	0.0282	4	2.6820	0.0	2.6820	1.6377
No log	0.0423	6	1.8172	-0.1282	1.8172	1.3480
No log	0.0563	8	1.3840	-0.0567	1.3840	1.1764
No log	0.0704	10	0.9800	0.1961	0.9800	0.9900
No log	0.0845	12	0.8448	0.2483	0.8448	0.9191
No log	0.0986	14	1.0617	0.2915	1.0617	1.0304
No log	0.1127	16	1.4874	0.2757	1.4874	1.2196
No log	0.1268	18	1.5216	0.1353	1.5216	1.2335
No log	0.1408	20	1.2399	0.1545	1.2399	1.1135
No log	0.1549	22	1.0167	0.0	1.0167	1.0083
No log	0.1690	24	1.0278	0.0	1.0278	1.0138
No log	0.1831	26	1.1273	0.0321	1.1273	1.0617
No log	0.1972	28	1.2650	0.1628	1.2650	1.1247
No log	0.2113	30	1.3225	0.1873	1.3225	1.1500
No log	0.2254	32	1.1016	0.2509	1.1016	1.0496
No log	0.2394	34	1.2401	0.2759	1.2401	1.1136
No log	0.2535	36	1.4406	0.2008	1.4406	1.2003
No log	0.2676	38	1.0609	0.2509	1.0609	1.0300
No log	0.2817	40	0.8959	0.1609	0.8959	0.9465
No log	0.2958	42	0.8887	0.1506	0.8887	0.9427
No log	0.3099	44	0.8743	0.1609	0.8743	0.9350
No log	0.3239	46	0.8484	0.1506	0.8484	0.9211
No log	0.3380	48	0.8644	0.0537	0.8644	0.9298
No log	0.3521	50	0.8430	0.0537	0.8430	0.9182
No log	0.3662	52	0.9127	0.1944	0.9127	0.9553
No log	0.3803	54	1.0882	0.1903	1.0882	1.0432
No log	0.3944	56	1.3485	0.2050	1.3485	1.1613
No log	0.4085	58	1.5069	0.1709	1.5069	1.2276
No log	0.4225	60	1.6631	0.0650	1.6631	1.2896
No log	0.4366	62	1.7009	0.0712	1.7009	1.3042
No log	0.4507	64	1.2587	0.2162	1.2587	1.1219
No log	0.4648	66	0.9459	0.2259	0.9459	0.9726
No log	0.4789	68	0.7837	0.1944	0.7837	0.8853
No log	0.4930	70	0.8106	0.0537	0.8106	0.9003
No log	0.5070	72	0.8398	0.1944	0.8398	0.9164
No log	0.5211	74	0.9817	0.2242	0.9817	0.9908
No log	0.5352	76	1.1592	0.2228	1.1592	1.0767
No log	0.5493	78	1.1668	0.1873	1.1668	1.0802
No log	0.5634	80	1.0394	0.2303	1.0394	1.0195
No log	0.5775	82	1.2838	0.1434	1.2838	1.1331
No log	0.5915	84	1.4342	0.1343	1.4342	1.1976
No log	0.6056	86	1.1221	0.1874	1.1221	1.0593
No log	0.6197	88	0.8371	0.2037	0.8371	0.9149
No log	0.6338	90	0.7440	0.2030	0.7440	0.8625
No log	0.6479	92	0.7705	0.1609	0.7705	0.8778
No log	0.6620	94	0.7713	0.2030	0.7713	0.8783
No log	0.6761	96	0.7727	0.2030	0.7727	0.8790
No log	0.6901	98	0.8394	0.2187	0.8394	0.9162
No log	0.7042	100	1.0182	0.1628	1.0182	1.0091
No log	0.7183	102	1.1677	0.1572	1.1677	1.0806
No log	0.7324	104	1.0394	0.1990	1.0394	1.0195
No log	0.7465	106	0.7592	0.2766	0.7592	0.8713
No log	0.7606	108	0.5867	0.1841	0.5867	0.7659
No log	0.7746	110	0.5663	0.2136	0.5663	0.7525
No log	0.7887	112	0.5781	0.3122	0.5781	0.7603
No log	0.8028	114	0.6141	0.3171	0.6141	0.7837
No log	0.8169	116	0.7436	0.2111	0.7436	0.8623
No log	0.8310	118	0.8722	0.2187	0.8722	0.9339
No log	0.8451	120	0.8884	0.2556	0.8884	0.9426
No log	0.8592	122	0.8138	0.2556	0.8138	0.9021
No log	0.8732	124	0.7148	0.2187	0.7148	0.8455
No log	0.8873	126	0.6278	0.2531	0.6278	0.7923
No log	0.9014	128	0.5658	0.3076	0.5658	0.7522
No log	0.9155	130	0.5712	0.3420	0.5712	0.7558
No log	0.9296	132	0.6353	0.3916	0.6353	0.7970
No log	0.9437	134	0.6671	0.3916	0.6671	0.8168
No log	0.9577	136	0.6594	0.4722	0.6594	0.8121
No log	0.9718	138	0.6473	0.2438	0.6473	0.8045
No log	0.9859	140	0.6999	0.0916	0.6999	0.8366
No log	1.0	142	0.8419	0.0362	0.8419	0.9176
No log	1.0141	144	0.7857	0.0724	0.7857	0.8864
No log	1.0282	146	0.7082	0.3037	0.7082	0.8415
No log	1.0423	148	0.7349	0.3317	0.7349	0.8573
No log	1.0563	150	0.6501	0.3962	0.6501	0.8063
No log	1.0704	152	0.6000	0.3051	0.6000	0.7746
No log	1.0845	154	0.5847	0.2894	0.5847	0.7646
No log	1.0986	156	0.5721	0.3685	0.5721	0.7564
No log	1.1127	158	0.5819	0.4050	0.5819	0.7628
No log	1.1268	160	0.6204	0.4947	0.6204	0.7877
No log	1.1408	162	0.6491	0.4650	0.6491	0.8057
No log	1.1549	164	0.6235	0.3874	0.6235	0.7896
No log	1.1690	166	0.7189	0.0731	0.7189	0.8479
No log	1.1831	168	0.8322	0.0601	0.8322	0.9123
No log	1.1972	170	0.8143	0.0731	0.8143	0.9024
No log	1.2113	172	0.6539	0.3234	0.6539	0.8086
No log	1.2254	174	0.5978	0.4383	0.5978	0.7732
No log	1.2394	176	0.6144	0.4191	0.6144	0.7838
No log	1.2535	178	0.5866	0.4191	0.5866	0.7659
No log	1.2676	180	0.5614	0.4032	0.5614	0.7493
No log	1.2817	182	0.5521	0.4050	0.5521	0.7430
No log	1.2958	184	0.5935	0.4030	0.5935	0.7704
No log	1.3099	186	0.6949	0.4462	0.6949	0.8336
No log	1.3239	188	0.7381	0.4738	0.7381	0.8591
No log	1.3380	190	0.7168	0.3575	0.7168	0.8466
No log	1.3521	192	0.7179	0.3575	0.7179	0.8473
No log	1.3662	194	0.6549	0.3837	0.6549	0.8093
No log	1.3803	196	0.6388	0.3186	0.6388	0.7992
No log	1.3944	198	0.6350	0.3563	0.6350	0.7969
No log	1.4085	200	0.6455	0.3409	0.6455	0.8034
No log	1.4225	202	0.6496	0.3717	0.6496	0.8060
No log	1.4366	204	0.6253	0.3541	0.6253	0.7907
No log	1.4507	206	0.6043	0.3717	0.6043	0.7774
No log	1.4648	208	0.6093	0.3519	0.6093	0.7806
No log	1.4789	210	0.6540	0.3799	0.6540	0.8087
No log	1.4930	212	0.6812	0.4121	0.6812	0.8254
No log	1.5070	214	0.6664	0.3664	0.6664	0.8163
No log	1.5211	216	0.6735	0.3799	0.6735	0.8206
No log	1.5352	218	0.6493	0.3461	0.6493	0.8058
No log	1.5493	220	0.6497	0.3319	0.6497	0.8060
No log	1.5634	222	0.6693	0.3512	0.6693	0.8181
No log	1.5775	224	0.6647	0.3512	0.6647	0.8153
No log	1.5915	226	0.6415	0.3878	0.6415	0.8009
No log	1.6056	228	0.6156	0.3279	0.6156	0.7846
No log	1.6197	230	0.6179	0.3898	0.6179	0.7861
No log	1.6338	232	0.6419	0.3201	0.6419	0.8012
No log	1.6479	234	0.6411	0.3562	0.6411	0.8007
No log	1.6620	236	0.6434	0.4009	0.6434	0.8021
No log	1.6761	238	0.6316	0.3946	0.6316	0.7947
No log	1.6901	240	0.6575	0.3818	0.6575	0.8109
No log	1.7042	242	0.7440	0.4149	0.7440	0.8625
No log	1.7183	244	0.7305	0.4013	0.7305	0.8547
No log	1.7324	246	0.6397	0.3965	0.6397	0.7998
No log	1.7465	248	0.6280	0.3492	0.6280	0.7924
No log	1.7606	250	0.6201	0.3661	0.6201	0.7875
No log	1.7746	252	0.6169	0.3513	0.6169	0.7854
No log	1.7887	254	0.6240	0.3810	0.6240	0.7899
No log	1.8028	256	0.6124	0.3810	0.6124	0.7825
No log	1.8169	258	0.5999	0.3958	0.5999	0.7746
No log	1.8310	260	0.5995	0.4088	0.5995	0.7743
No log	1.8451	262	0.6075	0.4253	0.6075	0.7794
No log	1.8592	264	0.6138	0.4417	0.6138	0.7834
No log	1.8732	266	0.5924	0.4866	0.5924	0.7697
No log	1.8873	268	0.5845	0.4870	0.5845	0.7646
No log	1.9014	270	0.6504	0.4282	0.6504	0.8065
No log	1.9155	272	0.8361	0.3721	0.8361	0.9144
No log	1.9296	274	0.9142	0.3645	0.9142	0.9561
No log	1.9437	276	0.8103	0.3674	0.8103	0.9002
No log	1.9577	278	0.6634	0.4668	0.6634	0.8145
No log	1.9718	280	0.5879	0.4108	0.5879	0.7668
No log	1.9859	282	0.5844	0.3301	0.5844	0.7645
No log	2.0	284	0.5955	0.3022	0.5955	0.7717
No log	2.0141	286	0.5927	0.2872	0.5927	0.7699
No log	2.0282	288	0.5652	0.3498	0.5652	0.7518
No log	2.0423	290	0.5532	0.4108	0.5532	0.7438
No log	2.0563	292	0.5839	0.4581	0.5839	0.7641
No log	2.0704	294	0.6137	0.4841	0.6137	0.7834
No log	2.0845	296	0.6480	0.4293	0.6480	0.8050
No log	2.0986	298	0.6116	0.4841	0.6116	0.7820
No log	2.1127	300	0.5879	0.4727	0.5879	0.7667
No log	2.1268	302	0.5860	0.4596	0.5860	0.7655
No log	2.1408	304	0.6135	0.4826	0.6135	0.7833
No log	2.1549	306	0.6277	0.4826	0.6277	0.7923
No log	2.1690	308	0.5836	0.4248	0.5836	0.7639
No log	2.1831	310	0.5702	0.3640	0.5702	0.7551
No log	2.1972	312	0.5739	0.3781	0.5739	0.7575
No log	2.2113	314	0.5799	0.3781	0.5799	0.7615
No log	2.2254	316	0.5804	0.3324	0.5804	0.7618
No log	2.2394	318	0.5774	0.3279	0.5774	0.7599
No log	2.2535	320	0.5744	0.3103	0.5744	0.7579
No log	2.2676	322	0.5747	0.3760	0.5747	0.7581
No log	2.2817	324	0.5767	0.3923	0.5767	0.7594
No log	2.2958	326	0.5632	0.3585	0.5632	0.7504
No log	2.3099	328	0.5695	0.3739	0.5695	0.7546
No log	2.3239	330	0.5689	0.3431	0.5689	0.7543
No log	2.3380	332	0.5753	0.3607	0.5753	0.7585
No log	2.3521	334	0.5801	0.3607	0.5801	0.7617
No log	2.3662	336	0.5842	0.3607	0.5842	0.7644
No log	2.3803	338	0.6000	0.3449	0.6000	0.7746
No log	2.3944	340	0.6177	0.3278	0.6177	0.7859
No log	2.4085	342	0.6022	0.3431	0.6022	0.7760
No log	2.4225	344	0.6093	0.2673	0.6093	0.7806
No log	2.4366	346	0.6371	0.2722	0.6371	0.7982
No log	2.4507	348	0.6611	0.2722	0.6611	0.8131
No log	2.4648	350	0.6690	0.2522	0.6690	0.8179
No log	2.4789	352	0.6583	0.2197	0.6583	0.8113
No log	2.4930	354	0.6413	0.2197	0.6413	0.8008
No log	2.5070	356	0.6415	0.2572	0.6415	0.8010
No log	2.5211	358	0.6459	0.2919	0.6459	0.8037
No log	2.5352	360	0.6211	0.2872	0.6211	0.7881
No log	2.5493	362	0.6093	0.2648	0.6093	0.7806
No log	2.5634	364	0.6295	0.3519	0.6295	0.7934
No log	2.5775	366	0.6475	0.3512	0.6475	0.8047
No log	2.5915	368	0.6251	0.3364	0.6251	0.7906
No log	2.6056	370	0.6066	0.275	0.6066	0.7788
No log	2.6197	372	0.6010	0.2648	0.6010	0.7752
No log	2.6338	374	0.6062	0.2872	0.6062	0.7786
No log	2.6479	376	0.5952	0.3022	0.5952	0.7715
No log	2.6620	378	0.5781	0.3476	0.5781	0.7603
No log	2.6761	380	0.5898	0.3541	0.5898	0.7680
No log	2.6901	382	0.6186	0.4050	0.6186	0.7865
No log	2.7042	384	0.6146	0.3716	0.6146	0.7840
No log	2.7183	386	0.5979	0.3696	0.5979	0.7732
No log	2.7324	388	0.6093	0.3737	0.6093	0.7806
No log	2.7465	390	0.6135	0.3233	0.6135	0.7833
No log	2.7606	392	0.6135	0.3233	0.6135	0.7832
No log	2.7746	394	0.6128	0.3590	0.6128	0.7828
No log	2.7887	396	0.5831	0.4088	0.5831	0.7636
No log	2.8028	398	0.5602	0.3781	0.5602	0.7485
No log	2.8169	400	0.5536	0.3607	0.5536	0.7441
No log	2.8310	402	0.5490	0.3607	0.5490	0.7410
No log	2.8451	404	0.5449	0.3914	0.5449	0.7382
No log	2.8592	406	0.5534	0.3256	0.5534	0.7439
No log	2.8732	408	0.5604	0.3387	0.5604	0.7486
No log	2.8873	410	0.5507	0.3585	0.5507	0.7421
No log	2.9014	412	0.5694	0.2848	0.5694	0.7546
No log	2.9155	414	0.5975	0.3541	0.5975	0.7730
No log	2.9296	416	0.5887	0.3369	0.5887	0.7673
No log	2.9437	418	0.5753	0.2872	0.5753	0.7585
No log	2.9577	420	0.5633	0.2673	0.5633	0.7505
No log	2.9718	422	0.5550	0.3585	0.5550	0.7450
No log	2.9859	424	0.5624	0.3717	0.5624	0.7499
No log	3.0	426	0.5829	0.3496	0.5829	0.7635
No log	3.0141	428	0.5973	0.3115	0.5973	0.7729
No log	3.0282	430	0.5888	0.3318	0.5888	0.7673
No log	3.0423	432	0.5698	0.3496	0.5698	0.7549
No log	3.0563	434	0.5603	0.4029	0.5603	0.7486
No log	3.0704	436	0.5438	0.4069	0.5438	0.7374
No log	3.0845	438	0.5449	0.3958	0.5449	0.7382
No log	3.0986	440	0.5509	0.3789	0.5509	0.7422
No log	3.1127	442	0.5644	0.4399	0.5644	0.7513
No log	3.1268	444	0.5985	0.4248	0.5985	0.7737
No log	3.1408	446	0.5987	0.4248	0.5987	0.7738
No log	3.1549	448	0.5977	0.4693	0.5977	0.7731
No log	3.1690	450	0.5987	0.4370	0.5987	0.7738
No log	3.1831	452	0.5984	0.4370	0.5984	0.7736
No log	3.1972	454	0.5964	0.4408	0.5964	0.7723
No log	3.2113	456	0.5998	0.3934	0.5998	0.7745
No log	3.2254	458	0.6078	0.3934	0.6078	0.7796
No log	3.2394	460	0.6073	0.3781	0.6073	0.7793
No log	3.2535	462	0.6051	0.3324	0.6051	0.7779
No log	3.2676	464	0.6034	0.3324	0.6034	0.7768
No log	3.2817	466	0.5994	0.3476	0.5994	0.7742
No log	3.2958	468	0.5950	0.3914	0.5950	0.7714
No log	3.3099	470	0.5904	0.3914	0.5904	0.7684
No log	3.3239	472	0.5874	0.3893	0.5874	0.7664
No log	3.3380	474	0.5907	0.3878	0.5907	0.7686
No log	3.3521	476	0.6086	0.3857	0.6086	0.7801
No log	3.3662	478	0.6024	0.4009	0.6024	0.7761
No log	3.3803	480	0.5760	0.3696	0.5760	0.7590
No log	3.3944	482	0.5664	0.3739	0.5664	0.7526
No log	3.4085	484	0.5746	0.3893	0.5746	0.7581
No log	3.4225	486	0.5835	0.3893	0.5835	0.7638
No log	3.4366	488	0.6003	0.4068	0.6003	0.7748
No log	3.4507	490	0.6177	0.2998	0.6177	0.7859
No log	3.4648	492	0.6437	0.2872	0.6437	0.8023
No log	3.4789	494	0.6911	0.2722	0.6911	0.8313
No log	3.4930	496	0.7009	0.2249	0.7009	0.8372
No log	3.5070	498	0.6794	0.2547	0.6794	0.8242
0.2786	3.5211	500	0.6625	0.2697	0.6625	0.8140
0.2786	3.5352	502	0.6575	0.2697	0.6575	0.8109
0.2786	3.5493	504	0.6506	0.2848	0.6506	0.8066
0.2786	3.5634	506	0.6465	0.2998	0.6465	0.8041
0.2786	3.5775	508	0.6524	0.2998	0.6524	0.8077
0.2786	3.5915	510	0.6558	0.2998	0.6558	0.8098
0.2786	3.6056	512	0.6512	0.2998	0.6512	0.8070
0.2786	3.6197	514	0.6635	0.2547	0.6635	0.8146
0.2786	3.6338	516	0.6672	0.2547	0.6672	0.8168
0.2786	3.6479	518	0.6610	0.2547	0.6610	0.8130
0.2786	3.6620	520	0.6668	0.2547	0.6668	0.8166
0.2786	3.6761	522	0.6827	0.2895	0.6827	0.8263
0.2786	3.6901	524	0.6663	0.2722	0.6663	0.8162
0.2786	3.7042	526	0.6398	0.2547	0.6398	0.7999
0.2786	3.7183	528	0.6295	0.2697	0.6295	0.7934
0.2786	3.7324	530	0.6253	0.2697	0.6253	0.7907
0.2786	3.7465	532	0.6271	0.2998	0.6271	0.7919
0.2786	3.7606	534	0.6232	0.2522	0.6232	0.7894
0.2786	3.7746	536	0.6014	0.2823	0.6014	0.7755
0.2786	3.7887	538	0.5920	0.3938	0.5920	0.7694
0.2786	3.8028	540	0.6336	0.3765	0.6336	0.7960
0.2786	3.8169	542	0.6666	0.4105	0.6666	0.8165
0.2786	3.8310	544	0.6677	0.4105	0.6677	0.8171
0.2786	3.8451	546	0.6358	0.4409	0.6358	0.7974
0.2786	3.8592	548	0.6354	0.4697	0.6354	0.7971
0.2786	3.8732	550	0.6457	0.4549	0.6457	0.8036
0.2786	3.8873	552	0.6121	0.4409	0.6121	0.7824
0.2786	3.9014	554	0.5821	0.3968	0.5821	0.7629
0.2786	3.9155	556	0.5656	0.3942	0.5656	0.7520
0.2786	3.9296	558	0.5560	0.4107	0.5560	0.7456
0.2786	3.9437	560	0.5507	0.3760	0.5507	0.7421
0.2786	3.9577	562	0.5493	0.3914	0.5493	0.7411
0.2786	3.9718	564	0.5509	0.3914	0.5509	0.7422
0.2786	3.9859	566	0.5835	0.3923	0.5835	0.7639
0.2786	4.0	568	0.6146	0.3423	0.6146	0.7839
0.2786	4.0141	570	0.6277	0.3423	0.6277	0.7923
0.2786	4.0282	572	0.6166	0.3757	0.6166	0.7853
0.2786	4.0423	574	0.6095	0.3769	0.6095	0.7807
0.2786	4.0563	576	0.6030	0.3769	0.6030	0.7765
0.2786	4.0704	578	0.6012	0.3640	0.6012	0.7754
0.2786	4.0845	580	0.6148	0.3150	0.6148	0.7841
0.2786	4.0986	582	0.6400	0.2373	0.6400	0.8000
0.2786	4.1127	584	0.6386	0.2522	0.6386	0.7991
0.2786	4.1268	586	0.6272	0.3640	0.6272	0.7920
0.2786	4.1408	588	0.6422	0.3777	0.6422	0.8013
0.2786	4.1549	590	0.6705	0.3765	0.6705	0.8189
0.2786	4.1690	592	0.7355	0.3799	0.7355	0.8576
0.2786	4.1831	594	0.7822	0.3134	0.7822	0.8844
0.2786	4.1972	596	0.7508	0.3595	0.7508	0.8665
0.2786	4.2113	598	0.6862	0.3188	0.6862	0.8283
0.2786	4.2254	600	0.6427	0.3427	0.6427	0.8017
0.2786	4.2394	602	0.6424	0.4145	0.6424	0.8015
0.2786	4.2535	604	0.6689	0.3073	0.6689	0.8179
0.2786	4.2676	606	0.6732	0.3933	0.6732	0.8205
0.2786	4.2817	608	0.6805	0.4130	0.6805	0.8249
0.2786	4.2958	610	0.6510	0.3723	0.6510	0.8068
0.2786	4.3099	612	0.6119	0.3324	0.6119	0.7823
0.2786	4.3239	614	0.5761	0.3640	0.5761	0.7590
0.2786	4.3380	616	0.5582	0.3607	0.5582	0.7471
0.2786	4.3521	618	0.5552	0.3607	0.5552	0.7451
0.2786	4.3662	620	0.5549	0.3607	0.5549	0.7449
0.2786	4.3803	622	0.5574	0.3454	0.5574	0.7466
0.2786	4.3944	624	0.5607	0.3454	0.5607	0.7488
0.2786	4.4085	626	0.5605	0.3955	0.5605	0.7487
0.2786	4.4225	628	0.5654	0.3930	0.5654	0.7520
0.2786	4.4366	630	0.5622	0.3930	0.5622	0.7498
0.2786	4.4507	632	0.5538	0.3607	0.5538	0.7442
0.2786	4.4648	634	0.5467	0.3914	0.5467	0.7394
0.2786	4.4789	636	0.5516	0.3914	0.5516	0.7427
0.2786	4.4930	638	0.5723	0.3405	0.5723	0.7565
0.2786	4.5070	640	0.5829	0.3405	0.5829	0.7635
0.2786	4.5211	642	0.5693	0.3577	0.5693	0.7545
0.2786	4.5352	644	0.5557	0.3739	0.5557	0.7455
0.2786	4.5493	646	0.5597	0.3955	0.5597	0.7481
0.2786	4.5634	648	0.5610	0.3650	0.5610	0.7490
0.2786	4.5775	650	0.5585	0.3650	0.5585	0.7473
0.2786	4.5915	652	0.5561	0.3607	0.5561	0.7457
0.2786	4.6056	654	0.5571	0.3585	0.5571	0.7464
0.2786	4.6197	656	0.5660	0.3914	0.5660	0.7523
0.2786	4.6338	658	0.5784	0.3938	0.5784	0.7605
0.2786	4.6479	660	0.5888	0.3769	0.5888	0.7673
0.2786	4.6620	662	0.6085	0.3427	0.6085	0.7801
0.2786	4.6761	664	0.6118	0.3598	0.6118	0.7822
0.2786	4.6901	666	0.6040	0.3598	0.6040	0.7772
0.2786	4.7042	668	0.6010	0.3607	0.6010	0.7753
0.2786	4.7183	670	0.6369	0.3147	0.6369	0.7980
0.2786	4.7324	672	0.6780	0.2646	0.6780	0.8234
0.2786	4.7465	674	0.6822	0.2646	0.6822	0.8259
0.2786	4.7606	676	0.6559	0.2851	0.6559	0.8098
0.2786	4.7746	678	0.6289	0.3022	0.6289	0.7930
0.2786	4.7887	680	0.6149	0.3150	0.6149	0.7842
0.2786	4.8028	682	0.6114	0.3301	0.6114	0.7819
0.2786	4.8169	684	0.6130	0.3607	0.6130	0.7829
0.2786	4.8310	686	0.6077	0.3607	0.6077	0.7796
0.2786	4.8451	688	0.6034	0.3454	0.6034	0.7768
0.2786	4.8592	690	0.5992	0.3454	0.5992	0.7741
0.2786	4.8732	692	0.5955	0.3454	0.5955	0.7717
0.2786	4.8873	694	0.5947	0.3454	0.5947	0.7712
0.2786	4.9014	696	0.5937	0.3454	0.5937	0.7705
0.2786	4.9155	698	0.5967	0.3760	0.5967	0.7725
0.2786	4.9296	700	0.6106	0.3598	0.6106	0.7814
0.2786	4.9437	702	0.6267	0.3427	0.6267	0.7917
0.2786	4.9577	704	0.6183	0.3769	0.6183	0.7863
0.2786	4.9718	706	0.6125	0.3781	0.6125	0.7826
0.2786	4.9859	708	0.6214	0.3173	0.6214	0.7883
0.2786	5.0	710	0.6285	0.3196	0.6285	0.7928
0.2786	5.0141	712	0.6288	0.2722	0.6288	0.7930
0.2786	5.0282	714	0.6146	0.3196	0.6146	0.7840
0.2786	5.0423	716	0.6012	0.3196	0.6012	0.7754
0.2786	5.0563	718	0.5940	0.3022	0.5940	0.7707
0.2786	5.0704	720	0.5959	0.3173	0.5959	0.7719
0.2786	5.0845	722	0.6015	0.3022	0.6015	0.7755
0.2786	5.0986	724	0.6066	0.3196	0.6066	0.7788
0.2786	5.1127	726	0.6086	0.3022	0.6086	0.7801
0.2786	5.1268	728	0.6088	0.2998	0.6088	0.7802
0.2786	5.1408	730	0.6116	0.2998	0.6116	0.7821
0.2786	5.1549	732	0.6172	0.2998	0.6172	0.7856
0.2786	5.1690	734	0.6247	0.2998	0.6247	0.7904
0.2786	5.1831	736	0.6335	0.2547	0.6335	0.7959
0.2786	5.1972	738	0.6492	0.2722	0.6492	0.8057
0.2786	5.2113	740	0.6698	0.2658	0.6698	0.8184
0.2786	5.2254	742	0.6681	0.2895	0.6681	0.8174
0.2786	5.2394	744	0.6495	0.2547	0.6495	0.8059
0.2786	5.2535	746	0.6319	0.3781	0.6319	0.7949
0.2786	5.2676	748	0.6263	0.3914	0.6263	0.7914
0.2786	5.2817	750	0.6255	0.3769	0.6255	0.7909
0.2786	5.2958	752	0.6288	0.3777	0.6288	0.7930
0.2786	5.3099	754	0.6198	0.3611	0.6198	0.7873
0.2786	5.3239	756	0.6054	0.3611	0.6054	0.7781
0.2786	5.3380	758	0.5913	0.3409	0.5913	0.7690
0.2786	5.3521	760	0.5869	0.3760	0.5869	0.7661
0.2786	5.3662	762	0.5841	0.3409	0.5841	0.7643
0.2786	5.3803	764	0.5807	0.3409	0.5807	0.7620
0.2786	5.3944	766	0.5789	0.3233	0.5789	0.7608
0.2786	5.4085	768	0.5857	0.3210	0.5857	0.7653
0.2786	5.4225	770	0.5918	0.3084	0.5918	0.7693
0.2786	5.4366	772	0.5957	0.3084	0.5957	0.7718
0.2786	5.4507	774	0.5998	0.3084	0.5998	0.7745
0.2786	5.4648	776	0.5922	0.3032	0.5922	0.7695
0.2786	5.4789	778	0.5863	0.3387	0.5863	0.7657
0.2786	5.4930	780	0.5830	0.3387	0.5830	0.7636
0.2786	5.5070	782	0.5747	0.3387	0.5747	0.7581
0.2786	5.5211	784	0.5685	0.3563	0.5685	0.7540
0.2786	5.5352	786	0.5669	0.3607	0.5669	0.7529
0.2786	5.5493	788	0.5680	0.4108	0.5680	0.7537
0.2786	5.5634	790	0.5625	0.3607	0.5625	0.7500
0.2786	5.5775	792	0.5572	0.3256	0.5572	0.7465
0.2786	5.5915	794	0.5589	0.3577	0.5589	0.7476
0.2786	5.6056	796	0.5736	0.3968	0.5736	0.7574
0.2786	5.6197	798	0.5869	0.4123	0.5869	0.7661
0.2786	5.6338	800	0.5938	0.4106	0.5938	0.7706
0.2786	5.6479	802	0.5925	0.3968	0.5925	0.7697
0.2786	5.6620	804	0.5807	0.3256	0.5807	0.7620
0.2786	5.6761	806	0.5733	0.3585	0.5733	0.7571
0.2786	5.6901	808	0.5778	0.3760	0.5778	0.7601
0.2786	5.7042	810	0.5828	0.3607	0.5828	0.7634
0.2786	5.7183	812	0.5790	0.3760	0.5790	0.7609
0.2786	5.7324	814	0.5777	0.3760	0.5777	0.7600
0.2786	5.7465	816	0.5802	0.3563	0.5802	0.7617
0.2786	5.7606	818	0.5916	0.3598	0.5916	0.7692
0.2786	5.7746	820	0.5973	0.3256	0.5973	0.7729
0.2786	5.7887	822	0.5896	0.3598	0.5896	0.7678
0.2786	5.8028	824	0.5802	0.3563	0.5802	0.7617
0.2786	5.8169	826	0.5757	0.3585	0.5757	0.7587
0.2786	5.8310	828	0.5755	0.3760	0.5755	0.7586
0.2786	5.8451	830	0.5728	0.3934	0.5728	0.7568
0.2786	5.8592	832	0.5710	0.3760	0.5710	0.7556
0.2786	5.8732	834	0.5724	0.3760	0.5724	0.7566
0.2786	5.8873	836	0.5755	0.3760	0.5755	0.7586
0.2786	5.9014	838	0.5816	0.3585	0.5816	0.7626
0.2786	5.9155	840	0.5885	0.3563	0.5885	0.7671
0.2786	5.9296	842	0.6058	0.3598	0.6058	0.7784
0.2786	5.9437	844	0.6309	0.3923	0.6309	0.7943
0.2786	5.9577	846	0.6316	0.3577	0.6316	0.7947
0.2786	5.9718	848	0.6134	0.3748	0.6134	0.7832
0.2786	5.9859	850	0.5970	0.3563	0.5970	0.7727
0.2786	6.0	852	0.5947	0.3760	0.5947	0.7711
0.2786	6.0141	854	0.6027	0.3454	0.6027	0.7763
0.2786	6.0282	856	0.6145	0.3346	0.6145	0.7839
0.2786	6.0423	858	0.6154	0.3196	0.6154	0.7845
0.2786	6.0563	860	0.6137	0.3324	0.6137	0.7834
0.2786	6.0704	862	0.6062	0.3607	0.6062	0.7786
0.2786	6.0845	864	0.5986	0.3607	0.5986	0.7737
0.2786	6.0986	866	0.5978	0.3607	0.5978	0.7732
0.2786	6.1127	868	0.5964	0.3607	0.5964	0.7723
0.2786	6.1268	870	0.5922	0.3607	0.5922	0.7695
0.2786	6.1408	872	0.5899	0.3607	0.5899	0.7681
0.2786	6.1549	874	0.5860	0.3607	0.5860	0.7655
0.2786	6.1690	876	0.5862	0.3607	0.5862	0.7656
0.2786	6.1831	878	0.5839	0.3431	0.5839	0.7642
0.2786	6.1972	880	0.5809	0.3431	0.5809	0.7622
0.2786	6.2113	882	0.5781	0.3431	0.5781	0.7603
0.2786	6.2254	884	0.5767	0.3563	0.5767	0.7594
0.2786	6.2394	886	0.5774	0.3563	0.5774	0.7598
0.2786	6.2535	888	0.5748	0.3563	0.5748	0.7582
0.2786	6.2676	890	0.5702	0.3563	0.5702	0.7551
0.2786	6.2817	892	0.5677	0.3563	0.5677	0.7534
0.2786	6.2958	894	0.5716	0.3760	0.5716	0.7561
0.2786	6.3099	896	0.5817	0.3301	0.5817	0.7627
0.2786	6.3239	898	0.5854	0.3324	0.5854	0.7651
0.2786	6.3380	900	0.5823	0.3454	0.5823	0.7631
0.2786	6.3521	902	0.5788	0.3760	0.5788	0.7608
0.2786	6.3662	904	0.5795	0.3914	0.5795	0.7613
0.2786	6.3803	906	0.5805	0.3914	0.5805	0.7619
0.2786	6.3944	908	0.5808	0.3760	0.5808	0.7621
0.2786	6.4085	910	0.5798	0.3934	0.5798	0.7615
0.2786	6.4225	912	0.5768	0.3760	0.5768	0.7595
0.2786	6.4366	914	0.5726	0.3760	0.5726	0.7567
0.2786	6.4507	916	0.5685	0.3760	0.5685	0.7540
0.2786	6.4648	918	0.5641	0.3607	0.5641	0.7511
0.2786	6.4789	920	0.5595	0.3739	0.5595	0.7480
0.2786	6.4930	922	0.5581	0.3739	0.5581	0.7471
0.2786	6.5070	924	0.5597	0.3585	0.5597	0.7481
0.2786	6.5211	926	0.5655	0.3607	0.5655	0.7520
0.2786	6.5352	928	0.5821	0.3650	0.5821	0.7629
0.2786	6.5493	930	0.6085	0.4016	0.6085	0.7801
0.2786	6.5634	932	0.6360	0.3563	0.6360	0.7975
0.2786	6.5775	934	0.6565	0.3413	0.6565	0.8102
0.2786	6.5915	936	0.6680	0.3413	0.6680	0.8173
0.2786	6.6056	938	0.6764	0.3413	0.6764	0.8224
0.2786	6.6197	940	0.6806	0.3413	0.6806	0.8250
0.2786	6.6338	942	0.6826	0.3371	0.6826	0.8262
0.2786	6.6479	944	0.6861	0.3371	0.6861	0.8283
0.2786	6.6620	946	0.6654	0.3349	0.6654	0.8157
0.2786	6.6761	948	0.6536	0.3171	0.6536	0.8085
0.2786	6.6901	950	0.6553	0.3171	0.6553	0.8095
0.2786	6.7042	952	0.6633	0.3349	0.6633	0.8144
0.2786	6.7183	954	0.6722	0.3371	0.6722	0.8199
0.2786	6.7324	956	0.6767	0.3371	0.6767	0.8226
0.2786	6.7465	958	0.6627	0.3371	0.6627	0.8140
0.2786	6.7606	960	0.6354	0.3526	0.6354	0.7971
0.2786	6.7746	962	0.6182	0.3171	0.6182	0.7863
0.2786	6.7887	964	0.6035	0.3045	0.6035	0.7769
0.2786	6.8028	966	0.5987	0.3045	0.5987	0.7738
0.2786	6.8169	968	0.6050	0.3763	0.6050	0.7778
0.2786	6.8310	970	0.6159	0.3929	0.6159	0.7848
0.2786	6.8451	972	0.6265	0.4272	0.6265	0.7915
0.2786	6.8592	974	0.6206	0.3929	0.6206	0.7878
0.2786	6.8732	976	0.6101	0.3391	0.6101	0.7811
0.2786	6.8873	978	0.5974	0.3391	0.5974	0.7729
0.2786	6.9014	980	0.5873	0.3391	0.5873	0.7663
0.2786	6.9155	982	0.5750	0.3045	0.5750	0.7583
0.2786	6.9296	984	0.5684	0.3022	0.5684	0.7539
0.2786	6.9437	986	0.5607	0.3301	0.5607	0.7488
0.2786	6.9577	988	0.5595	0.3301	0.5595	0.7480
0.2786	6.9718	990	0.5639	0.3324	0.5639	0.7510
0.2786	6.9859	992	0.5760	0.3520	0.5760	0.7589
0.2786	7.0	994	0.5956	0.3391	0.5956	0.7717
0.2786	7.0141	996	0.6278	0.3563	0.6278	0.7923
0.2786	7.0282	998	0.6477	0.3413	0.6477	0.8048
0.0665	7.0423	1000	0.6602	0.3413	0.6602	0.8126
0.0665	7.0563	1002	0.6689	0.3371	0.6689	0.8178
0.0665	7.0704	1004	0.6620	0.3413	0.6620	0.8136
0.0665	7.0845	1006	0.6609	0.3413	0.6609	0.8129
0.0665	7.0986	1008	0.6582	0.3526	0.6582	0.8113
0.0665	7.1127	1010	0.6510	0.3563	0.6510	0.8068
0.0665	7.1268	1012	0.6441	0.3563	0.6441	0.8026
0.0665	7.1408	1014	0.6331	0.3541	0.6331	0.7957
0.0665	7.1549	1016	0.6193	0.3520	0.6193	0.7869
0.0665	7.1690	1018	0.6107	0.2998	0.6107	0.7814
0.0665	7.1831	1020	0.6097	0.3150	0.6097	0.7809
0.0665	7.1972	1022	0.6139	0.2998	0.6139	0.7835
0.0665	7.2113	1024	0.6252	0.3671	0.6252	0.7907
0.0665	7.2254	1026	0.6355	0.3218	0.6355	0.7972
0.0665	7.2394	1028	0.6367	0.3218	0.6367	0.7979
0.0665	7.2535	1030	0.6329	0.3218	0.6329	0.7955
0.0665	7.2676	1032	0.6402	0.3068	0.6402	0.8001
0.0665	7.2817	1034	0.6403	0.3068	0.6403	0.8002
0.0665	7.2958	1036	0.6364	0.3068	0.6364	0.7977
0.0665	7.3099	1038	0.6343	0.3068	0.6343	0.7964
0.0665	7.3239	1040	0.6342	0.3068	0.6342	0.7963
0.0665	7.3380	1042	0.6364	0.3068	0.6364	0.7978
0.0665	7.3521	1044	0.6445	0.3194	0.6445	0.8028
0.0665	7.3662	1046	0.6526	0.3194	0.6526	0.8078
0.0665	7.3803	1048	0.6717	0.3755	0.6717	0.8196
0.0665	7.3944	1050	0.6807	0.4113	0.6807	0.8250
0.0665	7.4085	1052	0.6773	0.3371	0.6773	0.8230
0.0665	7.4225	1054	0.6615	0.3371	0.6615	0.8133
0.0665	7.4366	1056	0.6359	0.3371	0.6359	0.7974
0.0665	7.4507	1058	0.6080	0.3068	0.6080	0.7797
0.0665	7.4648	1060	0.5924	0.3520	0.5924	0.7697
0.0665	7.4789	1062	0.5813	0.3498	0.5813	0.7624
0.0665	7.4930	1064	0.5741	0.3476	0.5741	0.7577
0.0665	7.5070	1066	0.5731	0.2975	0.5731	0.7570
0.0665	7.5211	1068	0.5747	0.3476	0.5747	0.7581
0.0665	7.5352	1070	0.5770	0.3650	0.5770	0.7596
0.0665	7.5493	1072	0.5823	0.3498	0.5823	0.7631
0.0665	7.5634	1074	0.5925	0.3520	0.5925	0.7698
0.0665	7.5775	1076	0.6083	0.3369	0.6083	0.7799
0.0665	7.5915	1078	0.6239	0.3218	0.6239	0.7898
0.0665	7.6056	1080	0.6398	0.3241	0.6398	0.7999
0.0665	7.6197	1082	0.6497	0.3241	0.6497	0.8060
0.0665	7.6338	1084	0.6603	0.3241	0.6603	0.8126
0.0665	7.6479	1086	0.6705	0.3413	0.6705	0.8188
0.0665	7.6620	1088	0.6689	0.3413	0.6689	0.8179
0.0665	7.6761	1090	0.6579	0.3241	0.6579	0.8111
0.0665	7.6901	1092	0.6422	0.3391	0.6422	0.8014
0.0665	7.7042	1094	0.6271	0.3218	0.6271	0.7919
0.0665	7.7183	1096	0.6151	0.3369	0.6151	0.7843
0.0665	7.7324	1098	0.6057	0.3346	0.6057	0.7783
0.0665	7.7465	1100	0.6019	0.3346	0.6019	0.7758
0.0665	7.7606	1102	0.6061	0.3346	0.6061	0.7785
0.0665	7.7746	1104	0.6156	0.3391	0.6156	0.7846
0.0665	7.7887	1106	0.6266	0.3563	0.6266	0.7916
0.0665	7.8028	1108	0.6314	0.3563	0.6314	0.7946
0.0665	7.8169	1110	0.6393	0.3413	0.6393	0.7996
0.0665	7.8310	1112	0.6415	0.3413	0.6415	0.8010
0.0665	7.8451	1114	0.6355	0.3391	0.6355	0.7972
0.0665	7.8592	1116	0.6271	0.3391	0.6271	0.7919
0.0665	7.8732	1118	0.6201	0.3541	0.6201	0.7875
0.0665	7.8873	1120	0.6156	0.3196	0.6156	0.7846
0.0665	7.9014	1122	0.6116	0.3346	0.6116	0.7821
0.0665	7.9155	1124	0.6121	0.3346	0.6121	0.7824
0.0665	7.9296	1126	0.6144	0.3196	0.6144	0.7838
0.0665	7.9437	1128	0.6221	0.3241	0.6221	0.7887
0.0665	7.9577	1130	0.6339	0.3241	0.6339	0.7961
0.0665	7.9718	1132	0.6422	0.3241	0.6422	0.8013
0.0665	7.9859	1134	0.6571	0.3241	0.6571	0.8106
0.0665	8.0	1136	0.6775	0.3371	0.6775	0.8231
0.0665	8.0141	1138	0.6999	0.3217	0.6999	0.8366
0.0665	8.0282	1140	0.7275	0.3240	0.7275	0.8529
0.0665	8.0423	1142	0.7405	0.3087	0.7405	0.8605
0.0665	8.0563	1144	0.7411	0.3087	0.7411	0.8609
0.0665	8.0704	1146	0.7266	0.3064	0.7266	0.8524
0.0665	8.0845	1148	0.7106	0.3064	0.7106	0.8430
0.0665	8.0986	1150	0.7003	0.3040	0.7003	0.8368
0.0665	8.1127	1152	0.6961	0.3040	0.6961	0.8343
0.0665	8.1268	1154	0.6830	0.3040	0.6830	0.8265
0.0665	8.1408	1156	0.6677	0.3241	0.6677	0.8172
0.0665	8.1549	1158	0.6535	0.3241	0.6535	0.8084
0.0665	8.1690	1160	0.6427	0.3068	0.6427	0.8017
0.0665	8.1831	1162	0.6398	0.3068	0.6398	0.7999
0.0665	8.1972	1164	0.6440	0.3241	0.6440	0.8025
0.0665	8.2113	1166	0.6534	0.3241	0.6534	0.8083
0.0665	8.2254	1168	0.6542	0.3241	0.6542	0.8088
0.0665	8.2394	1170	0.6518	0.3618	0.6518	0.8073
0.0665	8.2535	1172	0.6482	0.3618	0.6482	0.8051
0.0665	8.2676	1174	0.6500	0.3618	0.6500	0.8062
0.0665	8.2817	1176	0.6467	0.3241	0.6467	0.8042
0.0665	8.2958	1178	0.6459	0.3241	0.6459	0.8037
0.0665	8.3099	1180	0.6485	0.3241	0.6485	0.8053
0.0665	8.3239	1182	0.6439	0.3391	0.6439	0.8024
0.0665	8.3380	1184	0.6367	0.3910	0.6367	0.7980
0.0665	8.3521	1186	0.6347	0.3910	0.6347	0.7967
0.0665	8.3662	1188	0.6308	0.3743	0.6308	0.7942
0.0665	8.3803	1190	0.6354	0.3743	0.6354	0.7971
0.0665	8.3944	1192	0.6393	0.3743	0.6393	0.7995
0.0665	8.4085	1194	0.6451	0.3910	0.6451	0.8032
0.0665	8.4225	1196	0.6556	0.3618	0.6556	0.8097
0.0665	8.4366	1198	0.6641	0.3618	0.6641	0.8149
0.0665	8.4507	1200	0.6654	0.3618	0.6654	0.8157
0.0665	8.4648	1202	0.6633	0.3618	0.6633	0.8144
0.0665	8.4789	1204	0.6544	0.3743	0.6544	0.8089
0.0665	8.4930	1206	0.6508	0.3743	0.6508	0.8067
0.0665	8.5070	1208	0.6542	0.3743	0.6542	0.8088
0.0665	8.5211	1210	0.6628	0.3763	0.6628	0.8141
0.0665	8.5352	1212	0.6720	0.3618	0.6720	0.8198
0.0665	8.5493	1214	0.6780	0.3618	0.6780	0.8234
0.0665	8.5634	1216	0.6756	0.3618	0.6756	0.8219
0.0665	8.5775	1218	0.6671	0.3618	0.6671	0.8168
0.0665	8.5915	1220	0.6612	0.3452	0.6612	0.8131
0.0665	8.6056	1222	0.6518	0.3890	0.6518	0.8073
0.0665	8.6197	1224	0.6448	0.3890	0.6448	0.8030
0.0665	8.6338	1226	0.6446	0.3890	0.6446	0.8029
0.0665	8.6479	1228	0.6448	0.3890	0.6448	0.8030
0.0665	8.6620	1230	0.6473	0.3890	0.6473	0.8046
0.0665	8.6761	1232	0.6488	0.3890	0.6488	0.8055
0.0665	8.6901	1234	0.6516	0.3890	0.6516	0.8072
0.0665	8.7042	1236	0.6600	0.3890	0.6600	0.8124
0.0665	8.7183	1238	0.6684	0.3597	0.6684	0.8175
0.0665	8.7324	1240	0.6765	0.3452	0.6765	0.8225
0.0665	8.7465	1242	0.6826	0.3971	0.6826	0.8262
0.0665	8.7606	1244	0.6858	0.3971	0.6858	0.8281
0.0665	8.7746	1246	0.6932	0.3971	0.6932	0.8326
0.0665	8.7887	1248	0.6979	0.3971	0.6979	0.8354
0.0665	8.8028	1250	0.7041	0.3971	0.7041	0.8391
0.0665	8.8169	1252	0.7096	0.3971	0.7096	0.8424
0.0665	8.8310	1254	0.7075	0.3971	0.7075	0.8411
0.0665	8.8451	1256	0.7034	0.3971	0.7034	0.8387
0.0665	8.8592	1258	0.6996	0.3971	0.6996	0.8364
0.0665	8.8732	1260	0.6923	0.3618	0.6923	0.8320
0.0665	8.8873	1262	0.6850	0.3618	0.6850	0.8277
0.0665	8.9014	1264	0.6872	0.3618	0.6872	0.8290
0.0665	8.9155	1266	0.6938	0.3618	0.6938	0.8330
0.0665	8.9296	1268	0.7016	0.3618	0.7016	0.8376
0.0665	8.9437	1270	0.7065	0.3618	0.7065	0.8405
0.0665	8.9577	1272	0.7136	0.3618	0.7136	0.8447
0.0665	8.9718	1274	0.7189	0.3618	0.7189	0.8479
0.0665	8.9859	1276	0.7232	0.3618	0.7232	0.8504
0.0665	9.0	1278	0.7267	0.4131	0.7267	0.8525
0.0665	9.0141	1280	0.7266	0.4131	0.7266	0.8524
0.0665	9.0282	1282	0.7267	0.4131	0.7267	0.8525
0.0665	9.0423	1284	0.7283	0.4131	0.7283	0.8534
0.0665	9.0563	1286	0.7271	0.4131	0.7271	0.8527
0.0665	9.0704	1288	0.7236	0.4131	0.7236	0.8507
0.0665	9.0845	1290	0.7158	0.3783	0.7158	0.8461
0.0665	9.0986	1292	0.7109	0.3783	0.7109	0.8431
0.0665	9.1127	1294	0.7095	0.3783	0.7095	0.8423
0.0665	9.1268	1296	0.7047	0.3618	0.7047	0.8395
0.0665	9.1408	1298	0.6986	0.3618	0.6986	0.8358
0.0665	9.1549	1300	0.6958	0.3618	0.6958	0.8341
0.0665	9.1690	1302	0.6914	0.3618	0.6914	0.8315
0.0665	9.1831	1304	0.6848	0.3618	0.6848	0.8275
0.0665	9.1972	1306	0.6777	0.3618	0.6777	0.8232
0.0665	9.2113	1308	0.6748	0.3597	0.6748	0.8214
0.0665	9.2254	1310	0.6712	0.3597	0.6712	0.8193
0.0665	9.2394	1312	0.6724	0.3597	0.6724	0.8200
0.0665	9.2535	1314	0.6742	0.3597	0.6742	0.8211
0.0665	9.2676	1316	0.6777	0.3597	0.6777	0.8232
0.0665	9.2817	1318	0.6774	0.3597	0.6774	0.8231
0.0665	9.2958	1320	0.6784	0.3597	0.6784	0.8237
0.0665	9.3099	1322	0.6811	0.3763	0.6811	0.8253
0.0665	9.3239	1324	0.6864	0.3618	0.6864	0.8285
0.0665	9.3380	1326	0.6925	0.3618	0.6925	0.8322
0.0665	9.3521	1328	0.6976	0.3618	0.6976	0.8352
0.0665	9.3662	1330	0.7003	0.3618	0.7003	0.8369
0.0665	9.3803	1332	0.7009	0.3618	0.7009	0.8372
0.0665	9.3944	1334	0.6991	0.3618	0.6991	0.8361
0.0665	9.4085	1336	0.7006	0.3618	0.7006	0.8370
0.0665	9.4225	1338	0.7031	0.3584	0.7031	0.8385
0.0665	9.4366	1340	0.7056	0.3584	0.7056	0.8400
0.0665	9.4507	1342	0.7099	0.3584	0.7099	0.8426
0.0665	9.4648	1344	0.7107	0.3584	0.7107	0.8430
0.0665	9.4789	1346	0.7132	0.3584	0.7132	0.8445
0.0665	9.4930	1348	0.7143	0.3435	0.7143	0.8452
0.0665	9.5070	1350	0.7164	0.3435	0.7164	0.8464
0.0665	9.5211	1352	0.7193	0.3435	0.7193	0.8481
0.0665	9.5352	1354	0.7226	0.3435	0.7226	0.8501
0.0665	9.5493	1356	0.7231	0.3605	0.7231	0.8504
0.0665	9.5634	1358	0.7252	0.3605	0.7252	0.8516
0.0665	9.5775	1360	0.7259	0.3605	0.7259	0.8520
0.0665	9.5915	1362	0.7239	0.3605	0.7239	0.8508
0.0665	9.6056	1364	0.7210	0.3605	0.7210	0.8491
0.0665	9.6197	1366	0.7171	0.3605	0.7171	0.8468
0.0665	9.6338	1368	0.7130	0.3755	0.7130	0.8444
0.0665	9.6479	1370	0.7097	0.3584	0.7097	0.8424
0.0665	9.6620	1372	0.7054	0.3584	0.7054	0.8399
0.0665	9.6761	1374	0.7008	0.3618	0.7008	0.8372
0.0665	9.6901	1376	0.6983	0.3618	0.6983	0.8356
0.0665	9.7042	1378	0.6957	0.3618	0.6957	0.8341
0.0665	9.7183	1380	0.6940	0.3618	0.6940	0.8331
0.0665	9.7324	1382	0.6927	0.3618	0.6927	0.8323
0.0665	9.7465	1384	0.6902	0.3618	0.6902	0.8308
0.0665	9.7606	1386	0.6870	0.3618	0.6870	0.8288
0.0665	9.7746	1388	0.6849	0.3618	0.6849	0.8276
0.0665	9.7887	1390	0.6840	0.3618	0.6840	0.8271
0.0665	9.8028	1392	0.6832	0.3618	0.6832	0.8265
0.0665	9.8169	1394	0.6818	0.3618	0.6818	0.8257
0.0665	9.8310	1396	0.6798	0.3618	0.6798	0.8245
0.0665	9.8451	1398	0.6776	0.3618	0.6776	0.8232
0.0665	9.8592	1400	0.6764	0.3618	0.6764	0.8224
0.0665	9.8732	1402	0.6753	0.3618	0.6753	0.8218
0.0665	9.8873	1404	0.6744	0.3618	0.6744	0.8212
0.0665	9.9014	1406	0.6736	0.3618	0.6736	0.8207
0.0665	9.9155	1408	0.6730	0.3618	0.6730	0.8204
0.0665	9.9296	1410	0.6725	0.3618	0.6725	0.8201
0.0665	9.9437	1412	0.6724	0.3618	0.6724	0.8200
0.0665	9.9577	1414	0.6724	0.3618	0.6724	0.8200
0.0665	9.9718	1416	0.6724	0.3618	0.6724	0.8200
0.0665	9.9859	1418	0.6724	0.3618	0.6724	0.8200
0.0665	10.0	1420	0.6724	0.3618	0.6724	0.8200

Framework versions

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