Arabic_FineTuningAraBERT_AugV4-trial2_k10_task1_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: 0.5218
• Qwk: 0.7640
• Mse: 0.5218
• Rmse: 0.7223

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	0.0110	2	6.0784	0.0	6.0784	2.4654
No log	0.0221	4	3.0883	0.0110	3.0883	1.7574
No log	0.0331	6	1.5606	0.0521	1.5606	1.2492
No log	0.0442	8	0.9380	0.0789	0.9380	0.9685
No log	0.0552	10	0.9860	0.1860	0.9860	0.9930
No log	0.0663	12	1.1483	0.3558	1.1483	1.0716
No log	0.0773	14	1.2979	0.2125	1.2979	1.1393
No log	0.0884	16	1.2500	0.2125	1.2500	1.1181
No log	0.0994	18	1.1571	0.2125	1.1571	1.0757
No log	0.1105	20	1.1477	0.125	1.1477	1.0713
No log	0.1215	22	1.1567	0.2410	1.1567	1.0755
No log	0.1326	24	1.1806	0.0982	1.1806	1.0866
No log	0.1436	26	1.3065	0.0637	1.3065	1.1430
No log	0.1547	28	0.9750	0.1860	0.9750	0.9874
No log	0.1657	30	0.7914	0.2376	0.7914	0.8896
No log	0.1768	32	0.8105	0.3636	0.8105	0.9003
No log	0.1878	34	0.9724	0.2959	0.9724	0.9861
No log	0.1989	36	1.0347	0.2410	1.0347	1.0172
No log	0.2099	38	1.1668	0.0982	1.1668	1.0802
No log	0.2210	40	1.3605	0.0637	1.3605	1.1664
No log	0.2320	42	1.4625	0.0637	1.4625	1.2093
No log	0.2431	44	1.2285	0.2125	1.2285	1.1084
No log	0.2541	46	1.0787	0.2125	1.0787	1.0386
No log	0.2652	48	0.9587	0.4302	0.9587	0.9791
No log	0.2762	50	1.1155	0.3277	1.1155	1.0562
No log	0.2873	52	1.5373	0.4425	1.5373	1.2399
No log	0.2983	54	1.5352	0.4105	1.5352	1.2391
No log	0.3094	56	1.2517	0.2125	1.2517	1.1188
No log	0.3204	58	1.2762	0.3041	1.2762	1.1297
No log	0.3315	60	1.4172	0.4560	1.4172	1.1905
No log	0.3425	62	1.2800	0.4286	1.2800	1.1314
No log	0.3536	64	1.2149	0.3568	1.2149	1.1022
No log	0.3646	66	1.3253	0.4220	1.3253	1.1512
No log	0.3757	68	1.1265	0.5333	1.1265	1.0614
No log	0.3867	70	0.8737	0.4167	0.8737	0.9347
No log	0.3978	72	1.0371	0.5728	1.0371	1.0184
No log	0.4088	74	1.5316	0.5679	1.5316	1.2376
No log	0.4199	76	2.1322	0.3778	2.1322	1.4602
No log	0.4309	78	2.2817	0.3453	2.2817	1.5105
No log	0.4420	80	1.7641	0.4656	1.7641	1.3282
No log	0.4530	82	1.4589	0.4701	1.4589	1.2078
No log	0.4641	84	1.2267	0.5103	1.2267	1.1076
No log	0.4751	86	0.8881	0.6091	0.8881	0.9424
No log	0.4862	88	0.8886	0.5149	0.8886	0.9427
No log	0.4972	90	0.7596	0.4262	0.7596	0.8715
No log	0.5083	92	0.6894	0.3689	0.6894	0.8303
No log	0.5193	94	1.1284	0.5427	1.1284	1.0622
No log	0.5304	96	1.7710	0.5563	1.7710	1.3308
No log	0.5414	98	1.6651	0.4296	1.6651	1.2904
No log	0.5525	100	1.1177	0.1840	1.1177	1.0572
No log	0.5635	102	0.6739	0.4199	0.6739	0.8209
No log	0.5746	104	0.5853	0.5882	0.5853	0.7650
No log	0.5856	106	0.6215	0.5882	0.6215	0.7884
No log	0.5967	108	0.7109	0.6486	0.7109	0.8431
No log	0.6077	110	0.9059	0.6644	0.9059	0.9518
No log	0.6188	112	1.0421	0.5723	1.0421	1.0208
No log	0.6298	114	0.8430	0.7390	0.8430	0.9182
No log	0.6409	116	0.5135	0.5993	0.5135	0.7166
No log	0.6519	118	0.5058	0.5425	0.5058	0.7112
No log	0.6630	120	0.6280	0.7101	0.6280	0.7925
No log	0.6740	122	1.1586	0.6522	1.1586	1.0764
No log	0.6851	124	1.1995	0.5639	1.1995	1.0952
No log	0.6961	126	0.9748	0.6465	0.9748	0.9873
No log	0.7072	128	0.5568	0.7464	0.5568	0.7462
No log	0.7182	130	0.4951	0.6638	0.4951	0.7037
No log	0.7293	132	0.5965	0.7407	0.5965	0.7723
No log	0.7403	134	0.7501	0.72	0.7501	0.8661
No log	0.7514	136	1.0876	0.6708	1.0876	1.0429
No log	0.7624	138	1.1570	0.6708	1.1570	1.0756
No log	0.7735	140	0.8321	0.6782	0.8321	0.9122
No log	0.7845	142	0.5773	0.7217	0.5773	0.7598
No log	0.7956	144	0.5136	0.7037	0.5136	0.7167
No log	0.8066	146	0.5517	0.6719	0.5517	0.7428
No log	0.8177	148	0.5700	0.7217	0.5700	0.7550
No log	0.8287	150	0.7892	0.6621	0.7892	0.8884
No log	0.8398	152	1.0154	0.4324	1.0154	1.0077
No log	0.8508	154	1.0912	0.4262	1.0912	1.0446
No log	0.8619	156	0.9647	0.4227	0.9647	0.9822
No log	0.8729	158	0.6500	0.5591	0.6500	0.8062
No log	0.8840	160	0.4928	0.6345	0.4928	0.7020
No log	0.8950	162	0.5256	0.7697	0.5256	0.7250
No log	0.9061	164	0.5937	0.8037	0.5937	0.7705
No log	0.9171	166	0.9047	0.7507	0.9047	0.9511
No log	0.9282	168	0.9218	0.7068	0.9218	0.9601
No log	0.9392	170	1.0312	0.6854	1.0312	1.0155
No log	0.9503	172	1.3270	0.6708	1.3270	1.1520
No log	0.9613	174	1.0600	0.6708	1.0600	1.0296
No log	0.9724	176	0.6656	0.7692	0.6656	0.8158
No log	0.9834	178	0.5012	0.7464	0.5012	0.7080
No log	0.9945	180	0.7068	0.7407	0.7068	0.8407
No log	1.0055	182	1.3009	0.6755	1.3009	1.1406
No log	1.0166	184	1.4905	0.6729	1.4905	1.2209
No log	1.0276	186	1.1690	0.6755	1.1690	1.0812
No log	1.0387	188	0.8513	0.7260	0.8513	0.9226
No log	1.0497	190	0.7844	0.7407	0.7844	0.8856
No log	1.0608	192	0.7241	0.7407	0.7241	0.8510
No log	1.0718	194	1.0064	0.75	1.0064	1.0032
No log	1.0829	196	1.2515	0.6689	1.2515	1.1187
No log	1.0939	198	0.9981	0.6708	0.9981	0.9990
No log	1.1050	200	0.5930	0.7840	0.5930	0.7701
No log	1.1160	202	0.5386	0.7037	0.5386	0.7339
No log	1.1271	204	0.6469	0.7654	0.6469	0.8043
No log	1.1381	206	0.9857	0.7075	0.9857	0.9928
No log	1.1492	208	1.6150	0.6216	1.6150	1.2708
No log	1.1602	210	1.7359	0.5333	1.7359	1.3175
No log	1.1713	212	1.4311	0.6216	1.4311	1.1963
No log	1.1823	214	0.9438	0.7138	0.9438	0.9715
No log	1.1934	216	0.6481	0.6794	0.6481	0.8051
No log	1.2044	218	0.5965	0.6794	0.5965	0.7723
No log	1.2155	220	0.5819	0.7586	0.5819	0.7628
No log	1.2265	222	0.6849	0.7586	0.6849	0.8276
No log	1.2376	224	0.8107	0.7358	0.8107	0.9004
No log	1.2486	226	1.0447	0.6433	1.0447	1.0221
No log	1.2597	228	1.0388	0.6522	1.0388	1.0192
No log	1.2707	230	0.8373	0.7260	0.8373	0.9150
No log	1.2818	232	0.7054	0.7407	0.7054	0.8399
No log	1.2928	234	0.6713	0.7027	0.6713	0.8193
No log	1.3039	236	0.6747	0.7027	0.6747	0.8214
No log	1.3149	238	0.7283	0.7260	0.7283	0.8534
No log	1.3260	240	0.6524	0.7407	0.6524	0.8077
No log	1.3370	242	0.5491	0.7692	0.5491	0.7410
No log	1.3481	244	0.6134	0.7692	0.6134	0.7832
No log	1.3591	246	0.7467	0.7260	0.7467	0.8641
No log	1.3702	248	0.6896	0.7799	0.6896	0.8304
No log	1.3812	250	0.5115	0.7143	0.5115	0.7152
No log	1.3923	252	0.4772	0.6434	0.4772	0.6908
No log	1.4033	254	0.4964	0.7143	0.4964	0.7045
No log	1.4144	256	0.7962	0.7864	0.7962	0.8923
No log	1.4254	258	1.0518	0.6818	1.0518	1.0256
No log	1.4365	260	1.1343	0.6873	1.1343	1.0651
No log	1.4475	262	1.0297	0.75	1.0297	1.0147
No log	1.4586	264	0.8005	0.7348	0.8005	0.8947
No log	1.4696	266	0.7588	0.7042	0.7588	0.8711
No log	1.4807	268	0.8476	0.7123	0.8476	0.9207
No log	1.4917	270	0.9041	0.7123	0.9041	0.9508
No log	1.5028	272	1.0623	0.6733	1.0623	1.0307
No log	1.5138	274	1.1095	0.6957	1.1095	1.0533
No log	1.5249	276	0.9027	0.6762	0.9027	0.9501
No log	1.5359	278	0.8256	0.6370	0.8256	0.9086
No log	1.5470	280	0.8239	0.6370	0.8239	0.9077
No log	1.5580	282	1.0370	0.5912	1.0370	1.0183
No log	1.5691	284	1.1842	0.6125	1.1842	1.0882
No log	1.5801	286	1.1267	0.6125	1.1267	1.0614
No log	1.5912	288	0.9158	0.6202	0.9158	0.9570
No log	1.6022	290	0.5883	0.6693	0.5883	0.7670
No log	1.6133	292	0.4841	0.5783	0.4841	0.6958
No log	1.6243	294	0.5229	0.5692	0.5229	0.7231
No log	1.6354	296	0.6772	0.7535	0.6772	0.8229
No log	1.6464	298	0.7714	0.6977	0.7714	0.8783
No log	1.6575	300	0.7109	0.6729	0.7109	0.8432
No log	1.6685	302	0.6523	0.6729	0.6523	0.8076
No log	1.6796	304	0.6628	0.6729	0.6628	0.8141
No log	1.6906	306	0.8911	0.7260	0.8911	0.9440
No log	1.7017	308	1.1453	0.6522	1.1453	1.0702
No log	1.7127	310	1.1144	0.5831	1.1144	1.0556
No log	1.7238	312	0.8539	0.7260	0.8539	0.9241
No log	1.7348	314	0.7286	0.7535	0.7286	0.8536
No log	1.7459	316	0.7613	0.7535	0.7613	0.8725
No log	1.7569	318	1.0858	0.6267	1.0858	1.0420
No log	1.7680	320	1.5145	0.6272	1.5145	1.2306
No log	1.7790	322	1.3735	0.6198	1.3735	1.1720
No log	1.7901	324	1.0216	0.6573	1.0216	1.0107
No log	1.8011	326	0.8425	0.6762	0.8425	0.9179
No log	1.8122	328	0.9449	0.7123	0.9449	0.9721
No log	1.8232	330	1.2109	0.6098	1.2109	1.1004
No log	1.8343	332	1.1314	0.6784	1.1314	1.0637
No log	1.8453	334	0.8069	0.6048	0.8069	0.8983
No log	1.8564	336	0.5939	0.6379	0.5939	0.7707
No log	1.8674	338	0.5899	0.6831	0.5899	0.7680
No log	1.8785	340	0.7388	0.7027	0.7388	0.8595
No log	1.8895	342	1.1971	0.5828	1.1971	1.0941
No log	1.9006	344	1.7478	0.5172	1.7478	1.3221
No log	1.9116	346	1.9322	0.5116	1.9322	1.3901
No log	1.9227	348	1.7263	0.5172	1.7263	1.3139
No log	1.9337	350	1.2614	0.5084	1.2614	1.1231
No log	1.9448	352	0.7652	0.7407	0.7652	0.8748
No log	1.9558	354	0.5707	0.5199	0.5707	0.7554
No log	1.9669	356	0.5425	0.4737	0.5425	0.7365
No log	1.9779	358	0.5643	0.5172	0.5643	0.7512
No log	1.9890	360	0.7484	0.6182	0.7484	0.8651
No log	2.0	362	0.9247	0.5381	0.9247	0.9616
No log	2.0110	364	1.0367	0.4413	1.0367	1.0182
No log	2.0221	366	1.2344	0.5370	1.2344	1.1110
No log	2.0331	368	1.2281	0.5552	1.2281	1.1082
No log	2.0442	370	0.9423	0.7279	0.9423	0.9707
No log	2.0552	372	0.6128	0.7237	0.6128	0.7828
No log	2.0663	374	0.5449	0.7492	0.5449	0.7382
No log	2.0773	376	0.6108	0.7237	0.6108	0.7816
No log	2.0884	378	0.7898	0.6879	0.7898	0.8887
No log	2.0994	380	0.7806	0.7407	0.7806	0.8835
No log	2.1105	382	0.5921	0.7116	0.5921	0.7695
No log	2.1215	384	0.4803	0.6932	0.4803	0.6930
No log	2.1326	386	0.4071	0.5294	0.4071	0.6380
No log	2.1436	388	0.4146	0.5294	0.4146	0.6439
No log	2.1547	390	0.4732	0.6379	0.4732	0.6879
No log	2.1657	392	0.6151	0.6613	0.6151	0.7843
No log	2.1768	394	0.8158	0.72	0.8158	0.9032
No log	2.1878	396	0.9437	0.72	0.9437	0.9714
No log	2.1989	398	0.9457	0.72	0.9457	0.9724
No log	2.2099	400	0.7805	0.72	0.7805	0.8835
No log	2.2210	402	0.5996	0.7640	0.5996	0.7743
No log	2.2320	404	0.5546	0.7429	0.5546	0.7447
No log	2.2431	406	0.5906	0.7429	0.5906	0.7685
No log	2.2541	408	0.5958	0.7429	0.5958	0.7719
No log	2.2652	410	0.7081	0.7348	0.7081	0.8415
No log	2.2762	412	0.8240	0.72	0.8240	0.9077
No log	2.2873	414	0.8458	0.72	0.8458	0.9197
No log	2.2983	416	0.7835	0.72	0.7835	0.8852
No log	2.3094	418	0.6024	0.7482	0.6024	0.7762
No log	2.3204	420	0.5052	0.7586	0.5052	0.7108
No log	2.3315	422	0.4901	0.7515	0.4901	0.7001
No log	2.3425	424	0.4997	0.7515	0.4997	0.7069
No log	2.3536	426	0.4933	0.7437	0.4933	0.7023
No log	2.3646	428	0.5496	0.7701	0.5496	0.7413
No log	2.3757	430	0.5402	0.7701	0.5402	0.7350
No log	2.3867	432	0.6003	0.7926	0.6003	0.7748
No log	2.3978	434	0.7471	0.72	0.7471	0.8644
No log	2.4088	436	0.7896	0.72	0.7896	0.8886
No log	2.4199	438	0.6869	0.7348	0.6869	0.8288
No log	2.4309	440	0.6379	0.7926	0.6379	0.7987
No log	2.4420	442	0.6339	0.7926	0.6339	0.7962
No log	2.4530	444	0.7921	0.7287	0.7921	0.8900
No log	2.4641	446	0.8865	0.7138	0.8865	0.9416
No log	2.4751	448	0.7754	0.7482	0.7754	0.8806
No log	2.4862	450	0.6775	0.7926	0.6775	0.8231
No log	2.4972	452	0.7598	0.7482	0.7598	0.8717
No log	2.5083	454	0.7908	0.7482	0.7908	0.8893
No log	2.5193	456	0.7743	0.7482	0.7743	0.8799
No log	2.5304	458	0.8613	0.7407	0.8613	0.9281
No log	2.5414	460	0.9630	0.75	0.9630	0.9813
No log	2.5525	462	0.8805	0.7407	0.8805	0.9384
No log	2.5635	464	0.6305	0.7181	0.6305	0.7940
No log	2.5746	466	0.4904	0.7159	0.4904	0.7003
No log	2.5856	468	0.4851	0.7893	0.4851	0.6965
No log	2.5967	470	0.4494	0.7569	0.4494	0.6704
No log	2.6077	472	0.4849	0.7742	0.4849	0.6963
No log	2.6188	474	0.6262	0.8131	0.6262	0.7914
No log	2.6298	476	0.7091	0.7989	0.7091	0.8421
No log	2.6409	478	0.7817	0.8274	0.7817	0.8841
No log	2.6519	480	0.7571	0.7910	0.7571	0.8701
No log	2.6630	482	0.5672	0.7295	0.5672	0.7532
No log	2.6740	484	0.5012	0.7047	0.5012	0.7080
No log	2.6851	486	0.4358	0.7143	0.4358	0.6601
No log	2.6961	488	0.4722	0.7799	0.4722	0.6872
No log	2.7072	490	0.6061	0.7556	0.6061	0.7785
No log	2.7182	492	0.6026	0.7317	0.6026	0.7763
No log	2.7293	494	0.6028	0.7697	0.6028	0.7764
No log	2.7403	496	0.5752	0.7948	0.5752	0.7584
No log	2.7514	498	0.6521	0.7853	0.6521	0.8076
0.4792	2.7624	500	0.6459	0.7616	0.6459	0.8037
0.4792	2.7735	502	0.5760	0.8	0.5760	0.7590
0.4792	2.7845	504	0.5198	0.7492	0.5198	0.7210
0.4792	2.7956	506	0.5246	0.7237	0.5246	0.7243
0.4792	2.8066	508	0.5045	0.7298	0.5045	0.7103
0.4792	2.8177	510	0.5152	0.7742	0.5152	0.7178
0.4792	2.8287	512	0.4829	0.7742	0.4829	0.6949
0.4792	2.8398	514	0.5015	0.7742	0.5015	0.7082
0.4792	2.8508	516	0.5849	0.7697	0.5849	0.7648
0.4792	2.8619	518	0.6960	0.7308	0.6960	0.8343
0.4792	2.8729	520	0.7622	0.7308	0.7622	0.8731
0.4792	2.8840	522	0.6295	0.7692	0.6295	0.7934
0.4792	2.8950	524	0.5533	0.7094	0.5533	0.7438
0.4792	2.9061	526	0.5822	0.7094	0.5822	0.7630
0.4792	2.9171	528	0.7045	0.7692	0.7045	0.8393
0.4792	2.9282	530	0.7947	0.72	0.7947	0.8915
0.4792	2.9392	532	0.6772	0.7328	0.6772	0.8229
0.4792	2.9503	534	0.6265	0.7328	0.6265	0.7915
0.4792	2.9613	536	0.5902	0.7372	0.5902	0.7683
0.4792	2.9724	538	0.5581	0.7372	0.5581	0.7470
0.4792	2.9834	540	0.4536	0.7372	0.4536	0.6735
0.4792	2.9945	542	0.4481	0.7742	0.4481	0.6694
0.4792	3.0055	544	0.5567	0.8085	0.5567	0.7461
0.4792	3.0166	546	0.5777	0.8085	0.5777	0.7601
0.4792	3.0276	548	0.4830	0.8272	0.4830	0.6950
0.4792	3.0387	550	0.4464	0.7785	0.4464	0.6681
0.4792	3.0497	552	0.5253	0.7317	0.5253	0.7248
0.4792	3.0608	554	0.7626	0.7771	0.7626	0.8733
0.4792	3.0718	556	1.0278	0.7774	1.0278	1.0138
0.4792	3.0829	558	1.0780	0.7619	1.0780	1.0383
0.4792	3.0939	560	0.8481	0.7774	0.8481	0.9210
0.4792	3.1050	562	0.6868	0.7482	0.6868	0.8288
0.4792	3.1160	564	0.5082	0.7244	0.5082	0.7129
0.4792	3.1271	566	0.4887	0.7244	0.4887	0.6991
0.4792	3.1381	568	0.6197	0.7260	0.6197	0.7872
0.4792	3.1492	570	0.8372	0.7820	0.8372	0.9150
0.4792	3.1602	572	0.8486	0.7820	0.8486	0.9212
0.4792	3.1713	574	0.6685	0.7407	0.6685	0.8176
0.4792	3.1823	576	0.5272	0.7490	0.5272	0.7261
0.4792	3.1934	578	0.5487	0.7328	0.5487	0.7407
0.4792	3.2044	580	0.6179	0.7027	0.6179	0.7861
0.4792	3.2155	582	0.7608	0.7820	0.7608	0.8722
0.4792	3.2265	584	0.8025	0.7667	0.8025	0.8958
0.4792	3.2376	586	0.6546	0.7820	0.6546	0.8091
0.4792	3.2486	588	0.6157	0.7820	0.6157	0.7847
0.4792	3.2597	590	0.6762	0.7820	0.6762	0.8223
0.4792	3.2707	592	0.8782	0.7619	0.8782	0.9371
0.4792	3.2818	594	0.9308	0.7619	0.9308	0.9648
0.4792	3.2928	596	0.7962	0.7586	0.7962	0.8923
0.4792	3.3039	598	0.5860	0.6667	0.5860	0.7655
0.4792	3.3149	600	0.5129	0.6638	0.5129	0.7162
0.4792	3.3260	602	0.5652	0.6410	0.5652	0.7518
0.4792	3.3370	604	0.7546	0.72	0.7546	0.8687
0.4792	3.3481	606	0.8782	0.7774	0.8782	0.9371
0.4792	3.3591	608	0.8045	0.7771	0.8045	0.8970
0.4792	3.3702	610	0.5662	0.8037	0.5662	0.7525
0.4792	3.3812	612	0.3953	0.7479	0.3953	0.6287
0.4792	3.3923	614	0.3935	0.7479	0.3935	0.6273
0.4792	3.4033	616	0.4883	0.7929	0.4883	0.6988
0.4792	3.4144	618	0.6743	0.8131	0.6743	0.8212
0.4792	3.4254	620	0.7470	0.8097	0.7470	0.8643
0.4792	3.4365	622	0.7734	0.7771	0.7734	0.8794
0.4792	3.4475	624	0.6133	0.7812	0.6133	0.7832
0.4792	3.4586	626	0.4646	0.7742	0.4646	0.6816
0.4792	3.4696	628	0.4610	0.7742	0.4610	0.6789
0.4792	3.4807	630	0.5159	0.7601	0.5159	0.7182
0.4792	3.4917	632	0.5911	0.8050	0.5911	0.7688
0.4792	3.5028	634	0.5706	0.7508	0.5706	0.7554
0.4792	3.5138	636	0.4949	0.7568	0.4949	0.7035
0.4792	3.5249	638	0.4415	0.7742	0.4415	0.6645
0.4792	3.5359	640	0.5011	0.7407	0.5011	0.7079
0.4792	3.5470	642	0.6602	0.7820	0.6602	0.8125
0.4792	3.5580	644	0.6896	0.7820	0.6896	0.8304
0.4792	3.5691	646	0.5651	0.7864	0.5651	0.7517
0.4792	3.5801	648	0.5394	0.8121	0.5394	0.7345
0.4792	3.5912	650	0.5847	0.7864	0.5847	0.7647
0.4792	3.6022	652	0.6515	0.7864	0.6515	0.8072
0.4792	3.6133	654	0.7897	0.8013	0.7897	0.8887
0.4792	3.6243	656	0.9281	0.7619	0.9281	0.9634
0.4792	3.6354	658	0.8774	0.7407	0.8774	0.9367
0.4792	3.6464	660	0.7183	0.7820	0.7183	0.8475
0.4792	3.6575	662	0.5682	0.7864	0.5682	0.7538
0.4792	3.6685	664	0.5293	0.7864	0.5293	0.7276
0.4792	3.6796	666	0.5537	0.7864	0.5537	0.7441
0.4792	3.6906	668	0.6731	0.7482	0.6731	0.8205
0.4792	3.7017	670	0.7265	0.7820	0.7265	0.8523
0.4792	3.7127	672	0.6947	0.7482	0.6947	0.8335
0.4792	3.7238	674	0.5992	0.7482	0.5992	0.7741
0.4792	3.7348	676	0.5001	0.7407	0.5001	0.7072
0.4792	3.7459	678	0.5003	0.7407	0.5003	0.7073
0.4792	3.7569	680	0.5913	0.7692	0.5913	0.7690
0.4792	3.7680	682	0.8366	0.7336	0.8366	0.9146
0.4792	3.7790	684	1.1738	0.7726	1.1738	1.0834
0.4792	3.7901	686	1.2415	0.7726	1.2415	1.1142
0.4792	3.8011	688	1.0522	0.7726	1.0522	1.0258
0.4792	3.8122	690	0.7333	0.776	0.7333	0.8563
0.4792	3.8232	692	0.5421	0.7692	0.5421	0.7363
0.4792	3.8343	694	0.4343	0.7094	0.4343	0.6590
0.4792	3.8453	696	0.4422	0.7094	0.4422	0.6650
0.4792	3.8564	698	0.5312	0.7692	0.5312	0.7288
0.4792	3.8674	700	0.6055	0.7692	0.6055	0.7781
0.4792	3.8785	702	0.7378	0.7407	0.7378	0.8589
0.4792	3.8895	704	0.7543	0.7116	0.7543	0.8685
0.4792	3.9006	706	0.7650	0.72	0.7650	0.8746
0.4792	3.9116	708	0.6791	0.7407	0.6791	0.8241
0.4792	3.9227	710	0.6546	0.7027	0.6546	0.8091
0.4792	3.9337	712	0.6680	0.7116	0.6680	0.8173
0.4792	3.9448	714	0.5901	0.7490	0.5901	0.7682
0.4792	3.9558	716	0.4997	0.7083	0.4997	0.7069
0.4792	3.9669	718	0.4980	0.7490	0.4980	0.7057
0.4792	3.9779	720	0.5631	0.7407	0.5631	0.7504
0.4792	3.9890	722	0.5527	0.7407	0.5527	0.7434
0.4792	4.0	724	0.5287	0.7692	0.5287	0.7271
0.4792	4.0110	726	0.5283	0.8069	0.5283	0.7268
0.4792	4.0221	728	0.4719	0.8272	0.4719	0.6870
0.4792	4.0331	730	0.4416	0.8272	0.4416	0.6645
0.4792	4.0442	732	0.4841	0.8272	0.4841	0.6958
0.4792	4.0552	734	0.5599	0.7692	0.5599	0.7483
0.4792	4.0663	736	0.5202	0.7692	0.5202	0.7213
0.4792	4.0773	738	0.4304	0.7692	0.4304	0.6560
0.4792	4.0884	740	0.4299	0.7692	0.4299	0.6556
0.4792	4.0994	742	0.5383	0.7692	0.5383	0.7337
0.4792	4.1105	744	0.6960	0.7116	0.6960	0.8343
0.4792	4.1215	746	0.7582	0.7348	0.7582	0.8707
0.4792	4.1326	748	0.6972	0.7116	0.6972	0.8350
0.4792	4.1436	750	0.5630	0.7692	0.5630	0.7503
0.4792	4.1547	752	0.4718	0.7692	0.4718	0.6869
0.4792	4.1657	754	0.4975	0.7692	0.4975	0.7053
0.4792	4.1768	756	0.6231	0.7692	0.6231	0.7893
0.4792	4.1878	758	0.7232	0.7260	0.7232	0.8504
0.4792	4.1989	760	0.6821	0.7260	0.6821	0.8259
0.4792	4.2099	762	0.5435	0.7692	0.5435	0.7373
0.4792	4.2210	764	0.4577	0.7692	0.4577	0.6765
0.4792	4.2320	766	0.4437	0.7692	0.4437	0.6661
0.4792	4.2431	768	0.5303	0.7692	0.5303	0.7282
0.4792	4.2541	770	0.6186	0.7692	0.6186	0.7865
0.4792	4.2652	772	0.5746	0.7692	0.5746	0.7580
0.4792	4.2762	774	0.5101	0.7692	0.5101	0.7142
0.4792	4.2873	776	0.5286	0.7692	0.5286	0.7270
0.4792	4.2983	778	0.6186	0.7692	0.6186	0.7865
0.4792	4.3094	780	0.6750	0.7407	0.6750	0.8216
0.4792	4.3204	782	0.7455	0.7879	0.7455	0.8634
0.4792	4.3315	784	0.7321	0.7709	0.7321	0.8556
0.4792	4.3425	786	0.6399	0.7407	0.6399	0.8000
0.4792	4.3536	788	0.5975	0.7407	0.5975	0.7730
0.4792	4.3646	790	0.5237	0.7805	0.5237	0.7236
0.4792	4.3757	792	0.4855	0.8272	0.4855	0.6968
0.4792	4.3867	794	0.5231	0.8404	0.5231	0.7233
0.4792	4.3978	796	0.5722	0.8121	0.5722	0.7565
0.4792	4.4088	798	0.6683	0.7603	0.6683	0.8175
0.4792	4.4199	800	0.7109	0.7603	0.7109	0.8431
0.4792	4.4309	802	0.6503	0.7758	0.6503	0.8064
0.4792	4.4420	804	0.5549	0.7407	0.5549	0.7449
0.4792	4.4530	806	0.4848	0.7692	0.4848	0.6963
0.4792	4.4641	808	0.4592	0.7692	0.4592	0.6777
0.4792	4.4751	810	0.5124	0.7692	0.5124	0.7158
0.4792	4.4862	812	0.6668	0.7603	0.6668	0.8166
0.4792	4.4972	814	0.8203	0.7603	0.8203	0.9057
0.4792	4.5083	816	0.8407	0.7336	0.8407	0.9169
0.4792	4.5193	818	0.7664	0.7603	0.7664	0.8754
0.4792	4.5304	820	0.6730	0.7758	0.6730	0.8203
0.4792	4.5414	822	0.6378	0.7407	0.6378	0.7986
0.4792	4.5525	824	0.6502	0.7407	0.6502	0.8064
0.4792	4.5635	826	0.7117	0.7941	0.7117	0.8436
0.4792	4.5746	828	0.6972	0.7941	0.6972	0.8350
0.4792	4.5856	830	0.6819	0.7941	0.6819	0.8258
0.4792	4.5967	832	0.6843	0.7941	0.6843	0.8273
0.4792	4.6077	834	0.6062	0.7482	0.6062	0.7786
0.4792	4.6188	836	0.5729	0.8028	0.5729	0.7569
0.4792	4.6298	838	0.5239	0.8069	0.5239	0.7238
0.4792	4.6409	840	0.5767	0.8028	0.5767	0.7594
0.4792	4.6519	842	0.5992	0.8028	0.5992	0.7741
0.4792	4.6630	844	0.5144	0.8069	0.5144	0.7172
0.4792	4.6740	846	0.4274	0.8069	0.4274	0.6538
0.4792	4.6851	848	0.4265	0.7742	0.4265	0.6530
0.4792	4.6961	850	0.4802	0.8069	0.4802	0.6930
0.4792	4.7072	852	0.6229	0.7407	0.6229	0.7892
0.4792	4.7182	854	0.6948	0.7986	0.6948	0.8335
0.4792	4.7293	856	0.6553	0.7407	0.6553	0.8095
0.4792	4.7403	858	0.5432	0.7407	0.5432	0.7370
0.4792	4.7514	860	0.4546	0.7328	0.4546	0.6742
0.4792	4.7624	862	0.4294	0.7328	0.4294	0.6553
0.4792	4.7735	864	0.4632	0.7328	0.4632	0.6806
0.4792	4.7845	866	0.5633	0.7692	0.5633	0.7506
0.4792	4.7956	868	0.6512	0.7692	0.6512	0.8069
0.4792	4.8066	870	0.6220	0.7692	0.6220	0.7887
0.4792	4.8177	872	0.4929	0.7692	0.4929	0.7021
0.4792	4.8287	874	0.4306	0.7328	0.4306	0.6562
0.4792	4.8398	876	0.4216	0.7742	0.4216	0.6493
0.4792	4.8508	878	0.4761	0.7692	0.4761	0.6900
0.4792	4.8619	880	0.5321	0.7692	0.5321	0.7294
0.4792	4.8729	882	0.5814	0.7692	0.5814	0.7625
0.4792	4.8840	884	0.6414	0.7692	0.6414	0.8009
0.4792	4.8950	886	0.5780	0.7328	0.5780	0.7603
0.4792	4.9061	888	0.5005	0.7328	0.5005	0.7074
0.4792	4.9171	890	0.5255	0.7328	0.5255	0.7249
0.4792	4.9282	892	0.6042	0.7568	0.6042	0.7773
0.4792	4.9392	894	0.6302	0.7266	0.6302	0.7939
0.4792	4.9503	896	0.6327	0.7510	0.6327	0.7954
0.4792	4.9613	898	0.5968	0.7510	0.5968	0.7725
0.4792	4.9724	900	0.6034	0.7510	0.6034	0.7768
0.4792	4.9834	902	0.5213	0.7568	0.5213	0.7220
0.4792	4.9945	904	0.4987	0.7328	0.4987	0.7062
0.4792	5.0055	906	0.5225	0.7568	0.5225	0.7228
0.4792	5.0166	908	0.5556	0.8165	0.5556	0.7454
0.4792	5.0276	910	0.5787	0.8165	0.5787	0.7607
0.4792	5.0387	912	0.6687	0.7879	0.6687	0.8178
0.4792	5.0497	914	0.7356	0.7879	0.7356	0.8577
0.4792	5.0608	916	0.6853	0.7879	0.6853	0.8278
0.4792	5.0718	918	0.5846	0.8165	0.5846	0.7646
0.4792	5.0829	920	0.5765	0.8165	0.5765	0.7593
0.4792	5.0939	922	0.5709	0.8165	0.5709	0.7556
0.4792	5.1050	924	0.5271	0.7692	0.5271	0.7260
0.4792	5.1160	926	0.5551	0.7640	0.5551	0.7451
0.4792	5.1271	928	0.5753	0.7640	0.5753	0.7585
0.4792	5.1381	930	0.5460	0.7640	0.5460	0.7389
0.4792	5.1492	932	0.4878	0.7692	0.4878	0.6984
0.4792	5.1602	934	0.4349	0.7328	0.4349	0.6595
0.4792	5.1713	936	0.4403	0.7328	0.4403	0.6636
0.4792	5.1823	938	0.5171	0.7692	0.5171	0.7191
0.4792	5.1934	940	0.5714	0.7692	0.5714	0.7559
0.4792	5.2044	942	0.6483	0.7640	0.6483	0.8052
0.4792	5.2155	944	0.7640	0.8042	0.7640	0.8741
0.4792	5.2265	946	0.7466	0.8042	0.7466	0.8641
0.4792	5.2376	948	0.6906	0.8042	0.6906	0.8310
0.4792	5.2486	950	0.5547	0.7407	0.5547	0.7448
0.4792	5.2597	952	0.4470	0.7328	0.4470	0.6686
0.4792	5.2707	954	0.4366	0.7328	0.4366	0.6608
0.4792	5.2818	956	0.4837	0.7027	0.4837	0.6955
0.4792	5.2928	958	0.6165	0.7879	0.6165	0.7852
0.4792	5.3039	960	0.7950	0.7774	0.7950	0.8917
0.4792	5.3149	962	0.8611	0.7774	0.8611	0.9280
0.4792	5.3260	964	0.8011	0.7774	0.8011	0.8950
0.4792	5.3370	966	0.7051	0.7586	0.7051	0.8397
0.4792	5.3481	968	0.5768	0.7510	0.5768	0.7595
0.4792	5.3591	970	0.4777	0.7464	0.4777	0.6912
0.4792	5.3702	972	0.4680	0.7464	0.4680	0.6841
0.4792	5.3812	974	0.5087	0.7464	0.5087	0.7133
0.4792	5.3923	976	0.5845	0.7986	0.5845	0.7645
0.4792	5.4033	978	0.6410	0.7820	0.6410	0.8006
0.4792	5.4144	980	0.6073	0.7820	0.6073	0.7793
0.4792	5.4254	982	0.5099	0.7805	0.5099	0.7141
0.4792	5.4365	984	0.4520	0.7742	0.4520	0.6723
0.4792	5.4475	986	0.4356	0.7518	0.4356	0.6600
0.4792	5.4586	988	0.4651	0.8069	0.4651	0.6820
0.4792	5.4696	990	0.4901	0.8069	0.4901	0.7001
0.4792	5.4807	992	0.4950	0.8069	0.4950	0.7036
0.4792	5.4917	994	0.5303	0.7407	0.5303	0.7283
0.4792	5.5028	996	0.5031	0.7692	0.5031	0.7093
0.4792	5.5138	998	0.5106	0.7328	0.5106	0.7145
0.131	5.5249	1000	0.5194	0.7328	0.5194	0.7207
0.131	5.5359	1002	0.4742	0.7328	0.4742	0.6886
0.131	5.5470	1004	0.4585	0.7490	0.4585	0.6771
0.131	5.5580	1006	0.4604	0.7328	0.4604	0.6785
0.131	5.5691	1008	0.4902	0.7328	0.4902	0.7001
0.131	5.5801	1010	0.5426	0.7328	0.5426	0.7366
0.131	5.5912	1012	0.5710	0.7640	0.5710	0.7556
0.131	5.6022	1014	0.5217	0.7692	0.5217	0.7223
0.131	5.6133	1016	0.5062	0.7692	0.5062	0.7115
0.131	5.6243	1018	0.4750	0.8069	0.4750	0.6892
0.131	5.6354	1020	0.4914	0.8069	0.4914	0.7010
0.131	5.6464	1022	0.5490	0.7926	0.5490	0.7409
0.131	5.6575	1024	0.6154	0.7709	0.6154	0.7845
0.131	5.6685	1026	0.5879	0.7879	0.5879	0.7668
0.131	5.6796	1028	0.5776	0.7879	0.5776	0.7600
0.131	5.6906	1030	0.5467	0.7879	0.5467	0.7394
0.131	5.7017	1032	0.4947	0.7640	0.4947	0.7033
0.131	5.7127	1034	0.4954	0.7640	0.4954	0.7038
0.131	5.7238	1036	0.4560	0.7464	0.4560	0.6753
0.131	5.7348	1038	0.4109	0.7742	0.4109	0.6410
0.131	5.7459	1040	0.4081	0.7742	0.4081	0.6388
0.131	5.7569	1042	0.4256	0.7742	0.4256	0.6524
0.131	5.7680	1044	0.4739	0.7805	0.4739	0.6884
0.131	5.7790	1046	0.4959	0.7805	0.4959	0.7042
0.131	5.7901	1048	0.4782	0.8069	0.4782	0.6915
0.131	5.8011	1050	0.4398	0.8069	0.4398	0.6632
0.131	5.8122	1052	0.4012	0.7742	0.4012	0.6334
0.131	5.8232	1054	0.3990	0.7742	0.3990	0.6317
0.131	5.8343	1056	0.4518	0.8069	0.4518	0.6721
0.131	5.8453	1058	0.5545	0.7482	0.5545	0.7447
0.131	5.8564	1060	0.5978	0.7482	0.5978	0.7732
0.131	5.8674	1062	0.6097	0.7482	0.6097	0.7808
0.131	5.8785	1064	0.5803	0.7482	0.5803	0.7617
0.131	5.8895	1066	0.5228	0.7692	0.5228	0.7230
0.131	5.9006	1068	0.4566	0.7328	0.4566	0.6757
0.131	5.9116	1070	0.4377	0.7328	0.4377	0.6616
0.131	5.9227	1072	0.4089	0.7244	0.4089	0.6394
0.131	5.9337	1074	0.4276	0.7328	0.4276	0.6539
0.131	5.9448	1076	0.4931	0.7692	0.4931	0.7022
0.131	5.9558	1078	0.5906	0.7709	0.5906	0.7685
0.131	5.9669	1080	0.6290	0.7709	0.6290	0.7931
0.131	5.9779	1082	0.5907	0.7879	0.5907	0.7686
0.131	5.9890	1084	0.5007	0.7027	0.5007	0.7076
0.131	6.0	1086	0.4681	0.6932	0.4681	0.6842
0.131	6.0110	1088	0.4852	0.7328	0.4852	0.6966
0.131	6.0221	1090	0.5413	0.7640	0.5413	0.7357
0.131	6.0331	1092	0.6277	0.7709	0.6277	0.7923
0.131	6.0442	1094	0.6789	0.7774	0.6789	0.8240
0.131	6.0552	1096	0.6441	0.7774	0.6441	0.8026
0.131	6.0663	1098	0.5354	0.7986	0.5354	0.7317
0.131	6.0773	1100	0.4229	0.7926	0.4229	0.6503
0.131	6.0884	1102	0.3929	0.7742	0.3929	0.6268
0.131	6.0994	1104	0.3764	0.7742	0.3764	0.6135
0.131	6.1105	1106	0.4102	0.7328	0.4102	0.6404
0.131	6.1215	1108	0.5019	0.8165	0.5019	0.7085
0.131	6.1326	1110	0.6117	0.7709	0.6117	0.7821
0.131	6.1436	1112	0.6317	0.7709	0.6317	0.7948
0.131	6.1547	1114	0.6064	0.7879	0.6064	0.7787
0.131	6.1657	1116	0.5502	0.7879	0.5502	0.7417
0.131	6.1768	1118	0.4879	0.7692	0.4879	0.6985
0.131	6.1878	1120	0.4261	0.7328	0.4261	0.6528
0.131	6.1989	1122	0.4153	0.7692	0.4153	0.6444
0.131	6.2099	1124	0.4561	0.7692	0.4561	0.6753
0.131	6.2210	1126	0.5576	0.7758	0.5576	0.7467
0.131	6.2320	1128	0.6331	0.8042	0.6331	0.7957
0.131	6.2431	1130	0.6337	0.8042	0.6337	0.7961
0.131	6.2541	1132	0.5702	0.7709	0.5702	0.7551
0.131	6.2652	1134	0.4783	0.7692	0.4783	0.6916
0.131	6.2762	1136	0.4110	0.7742	0.4110	0.6411
0.131	6.2873	1138	0.3902	0.7742	0.3902	0.6246
0.131	6.2983	1140	0.4085	0.8069	0.4085	0.6391
0.131	6.3094	1142	0.4508	0.8069	0.4508	0.6714
0.131	6.3204	1144	0.5234	0.7482	0.5234	0.7235
0.131	6.3315	1146	0.5677	0.7709	0.5677	0.7534
0.131	6.3425	1148	0.5717	0.7709	0.5717	0.7561
0.131	6.3536	1150	0.5283	0.7879	0.5283	0.7268
0.131	6.3646	1152	0.4835	0.7407	0.4835	0.6953
0.131	6.3757	1154	0.4933	0.7879	0.4933	0.7023
0.131	6.3867	1156	0.5153	0.7879	0.5153	0.7179
0.131	6.3978	1158	0.5160	0.7879	0.5160	0.7183
0.131	6.4088	1160	0.5049	0.7407	0.5049	0.7106
0.131	6.4199	1162	0.5009	0.7407	0.5009	0.7077
0.131	6.4309	1164	0.5151	0.7407	0.5151	0.7177
0.131	6.4420	1166	0.5623	0.7407	0.5623	0.7499
0.131	6.4530	1168	0.5820	0.7260	0.5820	0.7629
0.131	6.4641	1170	0.5733	0.7260	0.5733	0.7572
0.131	6.4751	1172	0.5589	0.7260	0.5589	0.7476
0.131	6.4862	1174	0.5346	0.7692	0.5346	0.7311
0.131	6.4972	1176	0.5555	0.7407	0.5556	0.7454
0.131	6.5083	1178	0.6006	0.7482	0.6006	0.7750
0.131	6.5193	1180	0.5641	0.7640	0.5641	0.7511
0.131	6.5304	1182	0.5068	0.7692	0.5068	0.7119
0.131	6.5414	1184	0.4612	0.7328	0.4612	0.6791
0.131	6.5525	1186	0.4446	0.7328	0.4446	0.6668
0.131	6.5635	1188	0.4456	0.7328	0.4456	0.6675
0.131	6.5746	1190	0.4916	0.7027	0.4916	0.7012
0.131	6.5856	1192	0.5161	0.7266	0.5161	0.7184
0.131	6.5967	1194	0.5085	0.7317	0.5085	0.7131
0.131	6.6077	1196	0.4785	0.7492	0.4785	0.6918
0.131	6.6188	1198	0.4501	0.7742	0.4501	0.6709
0.131	6.6298	1200	0.4587	0.7742	0.4587	0.6773
0.131	6.6409	1202	0.4647	0.8343	0.4647	0.6817
0.131	6.6519	1204	0.4927	0.7799	0.4927	0.7019
0.131	6.6630	1206	0.4909	0.7799	0.4909	0.7006
0.131	6.6740	1208	0.4975	0.7799	0.4975	0.7054
0.131	6.6851	1210	0.4973	0.7799	0.4973	0.7052
0.131	6.6961	1212	0.5027	0.7799	0.5027	0.7090
0.131	6.7072	1214	0.5190	0.7103	0.5190	0.7204
0.131	6.7182	1216	0.5798	0.7640	0.5798	0.7615
0.131	6.7293	1218	0.6569	0.7586	0.6569	0.8105
0.131	6.7403	1220	0.6999	0.7586	0.6999	0.8366
0.131	6.7514	1222	0.7181	0.7774	0.7181	0.8474
0.131	6.7624	1224	0.6891	0.7941	0.6891	0.8301
0.131	6.7735	1226	0.6108	0.7348	0.6108	0.7816
0.131	6.7845	1228	0.5290	0.7442	0.5290	0.7273
0.131	6.7956	1230	0.4618	0.6738	0.4618	0.6796
0.131	6.8066	1232	0.4152	0.7159	0.4152	0.6444
0.131	6.8177	1234	0.4110	0.7159	0.4110	0.6411
0.131	6.8287	1236	0.4370	0.7021	0.4370	0.6611
0.131	6.8398	1238	0.4987	0.7442	0.4987	0.7062
0.131	6.8508	1240	0.5819	0.7407	0.5819	0.7628
0.131	6.8619	1242	0.6720	0.7820	0.6720	0.8198
0.131	6.8729	1244	0.7041	0.7774	0.7041	0.8391
0.131	6.8840	1246	0.6620	0.7820	0.6620	0.8137
0.131	6.8950	1248	0.5958	0.7640	0.5958	0.7719
0.131	6.9061	1250	0.5589	0.7407	0.5589	0.7476
0.131	6.9171	1252	0.5692	0.7407	0.5692	0.7544
0.131	6.9282	1254	0.6074	0.7640	0.6074	0.7793
0.131	6.9392	1256	0.6707	0.7709	0.6707	0.8190
0.131	6.9503	1258	0.7130	0.7709	0.7130	0.8444
0.131	6.9613	1260	0.6973	0.7709	0.6973	0.8351
0.131	6.9724	1262	0.6597	0.7709	0.6597	0.8122
0.131	6.9834	1264	0.6295	0.7709	0.6295	0.7934
0.131	6.9945	1266	0.5665	0.7640	0.5665	0.7526
0.131	7.0055	1268	0.5411	0.7027	0.5411	0.7356
0.131	7.0166	1270	0.5296	0.7328	0.5296	0.7277
0.131	7.0276	1272	0.5198	0.7328	0.5198	0.7210
0.131	7.0387	1274	0.5430	0.7027	0.5430	0.7369
0.131	7.0497	1276	0.6009	0.7266	0.6009	0.7752
0.131	7.0608	1278	0.6609	0.7709	0.6609	0.8130
0.131	7.0718	1280	0.7270	0.7709	0.7270	0.8527
0.131	7.0829	1282	0.7375	0.7709	0.7375	0.8588
0.131	7.0939	1284	0.7178	0.7879	0.7178	0.8473
0.131	7.1050	1286	0.6862	0.7510	0.6862	0.8284
0.131	7.1160	1288	0.7076	0.7510	0.7076	0.8412
0.131	7.1271	1290	0.7314	0.7510	0.7314	0.8552
0.131	7.1381	1292	0.7747	0.7586	0.7747	0.8802
0.131	7.1492	1294	0.7629	0.7879	0.7629	0.8734
0.131	7.1602	1296	0.7301	0.7879	0.7301	0.8544
0.131	7.1713	1298	0.7036	0.7879	0.7036	0.8388
0.131	7.1823	1300	0.6905	0.7879	0.6905	0.8310
0.131	7.1934	1302	0.6627	0.7640	0.6627	0.8140
0.131	7.2044	1304	0.6107	0.7266	0.6107	0.7815
0.131	7.2155	1306	0.6000	0.7266	0.6000	0.7746
0.131	7.2265	1308	0.6311	0.7640	0.6311	0.7944
0.131	7.2376	1310	0.6429	0.7640	0.6429	0.8018
0.131	7.2486	1312	0.6314	0.7640	0.6314	0.7946
0.131	7.2597	1314	0.6345	0.7407	0.6345	0.7965
0.131	7.2707	1316	0.5923	0.7692	0.5923	0.7696
0.131	7.2818	1318	0.5670	0.7692	0.5670	0.7530
0.131	7.2928	1320	0.5683	0.7692	0.5683	0.7538
0.131	7.3039	1322	0.5415	0.7692	0.5415	0.7359
0.131	7.3149	1324	0.5168	0.7692	0.5168	0.7189
0.131	7.3260	1326	0.5201	0.7692	0.5201	0.7212
0.131	7.3370	1328	0.5499	0.7692	0.5499	0.7415
0.131	7.3481	1330	0.5836	0.8028	0.5836	0.7639
0.131	7.3591	1332	0.5789	0.7692	0.5789	0.7609
0.131	7.3702	1334	0.5820	0.7407	0.5820	0.7629
0.131	7.3812	1336	0.5738	0.7407	0.5738	0.7575
0.131	7.3923	1338	0.5680	0.7407	0.5680	0.7537
0.131	7.4033	1340	0.5753	0.7407	0.5753	0.7585
0.131	7.4144	1342	0.5908	0.7407	0.5908	0.7686
0.131	7.4254	1344	0.5786	0.7407	0.5786	0.7607
0.131	7.4365	1346	0.5393	0.7407	0.5393	0.7344
0.131	7.4475	1348	0.5244	0.7692	0.5244	0.7241
0.131	7.4586	1350	0.5162	0.7692	0.5162	0.7184
0.131	7.4696	1352	0.5171	0.7407	0.5171	0.7191
0.131	7.4807	1354	0.5085	0.7328	0.5085	0.7131
0.131	7.4917	1356	0.5171	0.7407	0.5171	0.7191
0.131	7.5028	1358	0.5317	0.7407	0.5317	0.7292
0.131	7.5138	1360	0.5380	0.7407	0.5380	0.7335
0.131	7.5249	1362	0.5737	0.7640	0.5737	0.7574
0.131	7.5359	1364	0.5836	0.7640	0.5836	0.7639
0.131	7.5470	1366	0.6083	0.7482	0.6083	0.7799
0.131	7.5580	1368	0.6084	0.7482	0.6084	0.7800
0.131	7.5691	1370	0.5788	0.7266	0.5788	0.7608
0.131	7.5801	1372	0.5632	0.7266	0.5632	0.7504
0.131	7.5912	1374	0.5717	0.7266	0.5717	0.7561
0.131	7.6022	1376	0.5650	0.7482	0.5650	0.7517
0.131	7.6133	1378	0.5663	0.7482	0.5663	0.7525
0.131	7.6243	1380	0.5758	0.7482	0.5758	0.7588
0.131	7.6354	1382	0.5985	0.7820	0.5985	0.7736
0.131	7.6464	1384	0.5965	0.7820	0.5965	0.7723
0.131	7.6575	1386	0.5721	0.7603	0.5721	0.7564
0.131	7.6685	1388	0.5357	0.7535	0.5357	0.7319
0.131	7.6796	1390	0.5126	0.7535	0.5126	0.7160
0.131	7.6906	1392	0.4788	0.7556	0.4788	0.6920
0.131	7.7017	1394	0.4520	0.7697	0.4520	0.6723
0.131	7.7127	1396	0.4506	0.7697	0.4506	0.6713
0.131	7.7238	1398	0.4580	0.7692	0.4580	0.6768
0.131	7.7348	1400	0.4807	0.7692	0.4807	0.6933
0.131	7.7459	1402	0.5031	0.7692	0.5031	0.7093
0.131	7.7569	1404	0.5245	0.7260	0.5245	0.7242
0.131	7.7680	1406	0.5450	0.7260	0.5450	0.7382
0.131	7.7790	1408	0.5309	0.7407	0.5309	0.7287
0.131	7.7901	1410	0.4984	0.7328	0.4984	0.7060
0.131	7.8011	1412	0.4482	0.7328	0.4482	0.6695
0.131	7.8122	1414	0.4204	0.7490	0.4204	0.6484
0.131	7.8232	1416	0.4189	0.7490	0.4189	0.6472
0.131	7.8343	1418	0.4396	0.7328	0.4396	0.6630
0.131	7.8453	1420	0.4828	0.7328	0.4828	0.6949
0.131	7.8564	1422	0.5293	0.7407	0.5293	0.7276
0.131	7.8674	1424	0.5730	0.7482	0.5730	0.7570
0.131	7.8785	1426	0.6064	0.7482	0.6064	0.7787
0.131	7.8895	1428	0.5933	0.7482	0.5933	0.7703
0.131	7.9006	1430	0.5500	0.7260	0.5500	0.7416
0.131	7.9116	1432	0.5055	0.7692	0.5055	0.7110
0.131	7.9227	1434	0.4799	0.7328	0.4799	0.6928
0.131	7.9337	1436	0.4665	0.7328	0.4665	0.6830
0.131	7.9448	1438	0.4487	0.7328	0.4487	0.6698
0.131	7.9558	1440	0.4449	0.7328	0.4449	0.6670
0.131	7.9669	1442	0.4529	0.7328	0.4529	0.6730
0.131	7.9779	1444	0.4520	0.7328	0.4520	0.6723
0.131	7.9890	1446	0.4627	0.7328	0.4627	0.6802
0.131	8.0	1448	0.4912	0.7568	0.4912	0.7009
0.131	8.0110	1450	0.5056	0.7568	0.5056	0.7111
0.131	8.0221	1452	0.4928	0.7568	0.4928	0.7020
0.131	8.0331	1454	0.4734	0.7328	0.4734	0.6880
0.131	8.0442	1456	0.4590	0.7328	0.4590	0.6775
0.131	8.0552	1458	0.4460	0.7328	0.4460	0.6679
0.131	8.0663	1460	0.4448	0.7328	0.4448	0.6669
0.131	8.0773	1462	0.4426	0.7328	0.4426	0.6653
0.131	8.0884	1464	0.4536	0.7328	0.4536	0.6735
0.131	8.0994	1466	0.4726	0.7692	0.4726	0.6874
0.131	8.1105	1468	0.4917	0.7692	0.4917	0.7012
0.131	8.1215	1470	0.5025	0.7692	0.5025	0.7089
0.131	8.1326	1472	0.5001	0.7692	0.5001	0.7072
0.131	8.1436	1474	0.4856	0.7692	0.4856	0.6969
0.131	8.1547	1476	0.4643	0.7692	0.4643	0.6814
0.131	8.1657	1478	0.4391	0.7328	0.4391	0.6626
0.131	8.1768	1480	0.4241	0.7328	0.4241	0.6512
0.131	8.1878	1482	0.4265	0.7328	0.4265	0.6531
0.131	8.1989	1484	0.4416	0.7328	0.4416	0.6646
0.131	8.2099	1486	0.4481	0.7328	0.4481	0.6694
0.131	8.2210	1488	0.4413	0.7328	0.4413	0.6643
0.131	8.2320	1490	0.4219	0.7490	0.4219	0.6495
0.131	8.2431	1492	0.4144	0.7490	0.4144	0.6438
0.131	8.2541	1494	0.4254	0.7490	0.4254	0.6522
0.131	8.2652	1496	0.4453	0.7328	0.4453	0.6673
0.131	8.2762	1498	0.4816	0.7328	0.4816	0.6940
0.0791	8.2873	1500	0.5124	0.7640	0.5124	0.7158
0.0791	8.2983	1502	0.5296	0.7709	0.5296	0.7277
0.0791	8.3094	1504	0.5563	0.7709	0.5563	0.7459
0.0791	8.3204	1506	0.5535	0.7709	0.5535	0.7440
0.0791	8.3315	1508	0.5254	0.7709	0.5254	0.7249
0.0791	8.3425	1510	0.5148	0.7709	0.5148	0.7175
0.0791	8.3536	1512	0.4994	0.7640	0.4994	0.7067
0.0791	8.3646	1514	0.4674	0.7971	0.4674	0.6837
0.0791	8.3757	1516	0.4337	0.7742	0.4337	0.6586
0.0791	8.3867	1518	0.4270	0.7742	0.4270	0.6534
0.0791	8.3978	1520	0.4406	0.7742	0.4406	0.6637
0.0791	8.4088	1522	0.4636	0.7568	0.4636	0.6809
0.0791	8.4199	1524	0.4772	0.7568	0.4772	0.6908
0.0791	8.4309	1526	0.5018	0.7510	0.5018	0.7084
0.0791	8.4420	1528	0.5261	0.7879	0.5261	0.7253
0.0791	8.4530	1530	0.5349	0.7709	0.5349	0.7313
0.0791	8.4641	1532	0.5385	0.7709	0.5385	0.7338
0.0791	8.4751	1534	0.5325	0.7709	0.5325	0.7297
0.0791	8.4862	1536	0.5292	0.7709	0.5292	0.7275
0.0791	8.4972	1538	0.5222	0.7986	0.5222	0.7227
0.0791	8.5083	1540	0.5046	0.7758	0.5046	0.7104
0.0791	8.5193	1542	0.4705	0.7692	0.4705	0.6859
0.0791	8.5304	1544	0.4351	0.7742	0.4351	0.6596
0.0791	8.5414	1546	0.4070	0.7742	0.4070	0.6380
0.0791	8.5525	1548	0.3920	0.7742	0.3920	0.6261
0.0791	8.5635	1550	0.3871	0.7910	0.3871	0.6222
0.0791	8.5746	1552	0.3947	0.7742	0.3947	0.6283
0.0791	8.5856	1554	0.4186	0.7328	0.4186	0.6470
0.0791	8.5967	1556	0.4505	0.7328	0.4505	0.6712
0.0791	8.6077	1558	0.4803	0.7568	0.4803	0.6930
0.0791	8.6188	1560	0.4941	0.7926	0.4941	0.7029
0.0791	8.6298	1562	0.5047	0.7926	0.5047	0.7104
0.0791	8.6409	1564	0.5131	0.8165	0.5131	0.7163
0.0791	8.6519	1566	0.5095	0.8165	0.5095	0.7138
0.0791	8.6630	1568	0.4951	0.7926	0.4951	0.7036
0.0791	8.6740	1570	0.4773	0.7926	0.4773	0.6909
0.0791	8.6851	1572	0.4695	0.7692	0.4695	0.6852
0.0791	8.6961	1574	0.4705	0.7692	0.4705	0.6859
0.0791	8.7072	1576	0.4689	0.7692	0.4689	0.6848
0.0791	8.7182	1578	0.4794	0.7692	0.4794	0.6924
0.0791	8.7293	1580	0.4940	0.7926	0.4940	0.7028
0.0791	8.7403	1582	0.5182	0.8165	0.5182	0.7199
0.0791	8.7514	1584	0.5447	0.7709	0.5447	0.7380
0.0791	8.7624	1586	0.5556	0.7879	0.5556	0.7454
0.0791	8.7735	1588	0.5457	0.7879	0.5457	0.7387
0.0791	8.7845	1590	0.5274	0.7879	0.5274	0.7262
0.0791	8.7956	1592	0.4978	0.7812	0.4978	0.7056
0.0791	8.8066	1594	0.4762	0.7812	0.4762	0.6901
0.0791	8.8177	1596	0.4538	0.7490	0.4538	0.6737
0.0791	8.8287	1598	0.4418	0.7490	0.4418	0.6646
0.0791	8.8398	1600	0.4313	0.7490	0.4313	0.6567
0.0791	8.8508	1602	0.4274	0.7490	0.4274	0.6537
0.0791	8.8619	1604	0.4278	0.7328	0.4278	0.6540
0.0791	8.8729	1606	0.4217	0.7328	0.4217	0.6494
0.0791	8.8840	1608	0.4253	0.7328	0.4253	0.6522
0.0791	8.8950	1610	0.4272	0.7692	0.4272	0.6536
0.0791	8.9061	1612	0.4437	0.7692	0.4437	0.6661
0.0791	8.9171	1614	0.4649	0.7692	0.4649	0.6819
0.0791	8.9282	1616	0.4832	0.7535	0.4832	0.6951
0.0791	8.9392	1618	0.4916	0.7535	0.4916	0.7011
0.0791	8.9503	1620	0.5084	0.7758	0.5084	0.7130
0.0791	8.9613	1622	0.5118	0.7758	0.5118	0.7154
0.0791	8.9724	1624	0.5200	0.7709	0.5200	0.7211
0.0791	8.9834	1626	0.5215	0.7709	0.5215	0.7221
0.0791	8.9945	1628	0.5161	0.7709	0.5161	0.7184
0.0791	9.0055	1630	0.4992	0.7482	0.4992	0.7066
0.0791	9.0166	1632	0.4795	0.7926	0.4795	0.6925
0.0791	9.0276	1634	0.4562	0.7926	0.4562	0.6755
0.0791	9.0387	1636	0.4318	0.7328	0.4318	0.6571
0.0791	9.0497	1638	0.4133	0.7328	0.4133	0.6429
0.0791	9.0608	1640	0.3978	0.7328	0.3978	0.6307
0.0791	9.0718	1642	0.3873	0.7910	0.3873	0.6224
0.0791	9.0829	1644	0.3873	0.7910	0.3873	0.6223
0.0791	9.0939	1646	0.3975	0.7328	0.3975	0.6304
0.0791	9.1050	1648	0.4131	0.7328	0.4131	0.6427
0.0791	9.1160	1650	0.4335	0.7328	0.4335	0.6584
0.0791	9.1271	1652	0.4619	0.7692	0.4619	0.6796
0.0791	9.1381	1654	0.4981	0.7640	0.4981	0.7058
0.0791	9.1492	1656	0.5321	0.7709	0.5321	0.7294
0.0791	9.1602	1658	0.5522	0.7709	0.5522	0.7431
0.0791	9.1713	1660	0.5583	0.7709	0.5583	0.7472
0.0791	9.1823	1662	0.5488	0.7709	0.5488	0.7408
0.0791	9.1934	1664	0.5369	0.7482	0.5369	0.7327
0.0791	9.2044	1666	0.5221	0.7482	0.5221	0.7226
0.0791	9.2155	1668	0.5048	0.7407	0.5048	0.7105
0.0791	9.2265	1670	0.4967	0.7692	0.4967	0.7048
0.0791	9.2376	1672	0.4898	0.7692	0.4898	0.6998
0.0791	9.2486	1674	0.4793	0.7692	0.4793	0.6923
0.0791	9.2597	1676	0.4710	0.7692	0.4710	0.6863
0.0791	9.2707	1678	0.4693	0.7692	0.4693	0.6851
0.0791	9.2818	1680	0.4743	0.7692	0.4743	0.6887
0.0791	9.2928	1682	0.4779	0.7692	0.4779	0.6913
0.0791	9.3039	1684	0.4858	0.7692	0.4858	0.6970
0.0791	9.3149	1686	0.4986	0.7692	0.4986	0.7061
0.0791	9.3260	1688	0.5051	0.7692	0.5051	0.7107
0.0791	9.3370	1690	0.5044	0.7692	0.5044	0.7102
0.0791	9.3481	1692	0.5048	0.7692	0.5048	0.7105
0.0791	9.3591	1694	0.5054	0.7692	0.5054	0.7109
0.0791	9.3702	1696	0.5032	0.7692	0.5032	0.7094
0.0791	9.3812	1698	0.5058	0.7692	0.5058	0.7112
0.0791	9.3923	1700	0.5146	0.7692	0.5146	0.7173
0.0791	9.4033	1702	0.5178	0.7640	0.5178	0.7196
0.0791	9.4144	1704	0.5185	0.7640	0.5185	0.7201
0.0791	9.4254	1706	0.5144	0.7640	0.5144	0.7172
0.0791	9.4365	1708	0.5168	0.7640	0.5168	0.7189
0.0791	9.4475	1710	0.5174	0.7640	0.5174	0.7193
0.0791	9.4586	1712	0.5141	0.7640	0.5141	0.7170
0.0791	9.4696	1714	0.5134	0.7640	0.5134	0.7165
0.0791	9.4807	1716	0.5175	0.7640	0.5175	0.7194
0.0791	9.4917	1718	0.5198	0.7640	0.5198	0.7210
0.0791	9.5028	1720	0.5210	0.7640	0.5210	0.7218
0.0791	9.5138	1722	0.5210	0.7640	0.5210	0.7218
0.0791	9.5249	1724	0.5150	0.7640	0.5150	0.7176
0.0791	9.5359	1726	0.5061	0.7640	0.5061	0.7114
0.0791	9.5470	1728	0.5031	0.7640	0.5031	0.7093
0.0791	9.5580	1730	0.4992	0.7640	0.4992	0.7065
0.0791	9.5691	1732	0.4993	0.7640	0.4993	0.7066
0.0791	9.5801	1734	0.5018	0.7640	0.5018	0.7084
0.0791	9.5912	1736	0.5006	0.7640	0.5006	0.7076
0.0791	9.6022	1738	0.5015	0.7640	0.5015	0.7082
0.0791	9.6133	1740	0.5039	0.7640	0.5039	0.7098
0.0791	9.6243	1742	0.5015	0.7640	0.5015	0.7082
0.0791	9.6354	1744	0.5000	0.7640	0.5000	0.7071
0.0791	9.6464	1746	0.4961	0.7926	0.4961	0.7044
0.0791	9.6575	1748	0.4954	0.7568	0.4954	0.7038
0.0791	9.6685	1750	0.4988	0.7926	0.4988	0.7062
0.0791	9.6796	1752	0.5027	0.7640	0.5027	0.7090
0.0791	9.6906	1754	0.5055	0.7640	0.5055	0.7110
0.0791	9.7017	1756	0.5071	0.7640	0.5071	0.7121
0.0791	9.7127	1758	0.5053	0.7266	0.5053	0.7109
0.0791	9.7238	1760	0.5062	0.7266	0.5062	0.7115
0.0791	9.7348	1762	0.5082	0.7266	0.5082	0.7129
0.0791	9.7459	1764	0.5085	0.7266	0.5085	0.7131
0.0791	9.7569	1766	0.5093	0.7266	0.5093	0.7136
0.0791	9.7680	1768	0.5121	0.7266	0.5121	0.7156
0.0791	9.7790	1770	0.5123	0.7266	0.5123	0.7158
0.0791	9.7901	1772	0.5139	0.7266	0.5139	0.7169
0.0791	9.8011	1774	0.5173	0.7266	0.5173	0.7192
0.0791	9.8122	1776	0.5215	0.7266	0.5215	0.7221
0.0791	9.8232	1778	0.5240	0.7266	0.5240	0.7239
0.0791	9.8343	1780	0.5254	0.7640	0.5254	0.7249
0.0791	9.8453	1782	0.5268	0.7640	0.5268	0.7258
0.0791	9.8564	1784	0.5272	0.7640	0.5272	0.7261
0.0791	9.8674	1786	0.5275	0.7640	0.5275	0.7263
0.0791	9.8785	1788	0.5272	0.7640	0.5272	0.7261
0.0791	9.8895	1790	0.5262	0.7640	0.5262	0.7254
0.0791	9.9006	1792	0.5263	0.7640	0.5263	0.7255
0.0791	9.9116	1794	0.5270	0.7640	0.5270	0.7259
0.0791	9.9227	1796	0.5268	0.7640	0.5268	0.7258
0.0791	9.9337	1798	0.5261	0.7640	0.5261	0.7254
0.0791	9.9448	1800	0.5255	0.7640	0.5255	0.7249
0.0791	9.9558	1802	0.5245	0.7640	0.5245	0.7242
0.0791	9.9669	1804	0.5234	0.7640	0.5234	0.7234
0.0791	9.9779	1806	0.5225	0.7640	0.5225	0.7228
0.0791	9.9890	1808	0.5219	0.7640	0.5219	0.7224
0.0791	10.0	1810	0.5218	0.7640	0.5218	0.7223

Framework versions

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