MayBashendy/arabert_augmented_with_original_k35_organization_task3_fold0

arabert_augmented_with_original_organization_task3_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: 0.8893
• Qwk: -0.1440
• Mse: 0.8893
• Rmse: 0.9430

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	0.0119	2	4.8921	0.0351	4.8921	2.2118
No log	0.0238	4	2.7494	-0.0273	2.7494	1.6581
No log	0.0357	6	4.2029	-0.0275	4.2029	2.0501
No log	0.0476	8	2.9513	-0.0515	2.9513	1.7179
No log	0.0595	10	1.6820	0.0209	1.6820	1.2969
No log	0.0714	12	1.3012	0.0	1.3012	1.1407
No log	0.0833	14	1.7258	-0.0722	1.7258	1.3137
No log	0.0952	16	2.1429	0.0739	2.1429	1.4638
No log	0.1071	18	2.0212	-0.0221	2.0212	1.4217
No log	0.1190	20	2.0387	-0.0164	2.0387	1.4278
No log	0.1310	22	1.6764	0.1441	1.6764	1.2948
No log	0.1429	24	1.2769	0.0	1.2769	1.1300
No log	0.1548	26	1.1025	0.0	1.1025	1.0500
No log	0.1667	28	1.1210	0.0	1.1210	1.0588
No log	0.1786	30	1.4289	0.0	1.4289	1.1954
No log	0.1905	32	1.8166	0.1538	1.8166	1.3478
No log	0.2024	34	1.9391	0.0209	1.9391	1.3925
No log	0.2143	36	1.7918	0.0	1.7918	1.3386
No log	0.2262	38	1.6336	0.0	1.6336	1.2781
No log	0.2381	40	1.7709	0.0	1.7709	1.3308
No log	0.25	42	2.1687	0.0338	2.1687	1.4727
No log	0.2619	44	2.1118	0.0338	2.1118	1.4532
No log	0.2738	46	1.7795	0.0	1.7795	1.3340
No log	0.2857	48	1.4360	0.0	1.4360	1.1983
No log	0.2976	50	1.4549	0.0	1.4549	1.2062
No log	0.3095	52	1.7790	0.0866	1.7790	1.3338
No log	0.3214	54	2.0176	0.0307	2.0176	1.4204
No log	0.3333	56	2.1784	0.0338	2.1784	1.4759
No log	0.3452	58	1.9541	0.0767	1.9541	1.3979
No log	0.3571	60	1.6607	0.0	1.6607	1.2887
No log	0.3690	62	1.5293	0.0	1.5293	1.2367
No log	0.3810	64	1.5514	0.0	1.5514	1.2455
No log	0.3929	66	1.3401	0.0	1.3401	1.1576
No log	0.4048	68	1.6738	0.0866	1.6738	1.2938
No log	0.4167	70	2.3764	0.0	2.3764	1.5416
No log	0.4286	72	2.3069	0.0	2.3069	1.5189
No log	0.4405	74	1.9893	-0.0815	1.9893	1.4104
No log	0.4524	76	1.7863	0.0	1.7863	1.3365
No log	0.4643	78	1.5404	0.0	1.5404	1.2411
No log	0.4762	80	1.3121	0.0	1.3121	1.1455
No log	0.4881	82	1.3273	0.0	1.3273	1.1521
No log	0.5	84	1.5369	0.0	1.5369	1.2397
No log	0.5119	86	1.5543	0.0	1.5543	1.2467
No log	0.5238	88	1.6996	0.0	1.6996	1.3037
No log	0.5357	90	1.8490	-0.0722	1.8490	1.3598
No log	0.5476	92	2.0744	-0.0221	2.0744	1.4403
No log	0.5595	94	1.8980	-0.0942	1.8980	1.3777
No log	0.5714	96	1.4541	0.0	1.4541	1.2058
No log	0.5833	98	1.1808	0.0	1.1808	1.0866
No log	0.5952	100	1.0865	0.0	1.0865	1.0423
No log	0.6071	102	1.2231	0.0	1.2231	1.1059
No log	0.6190	104	1.6002	0.0	1.6002	1.2650
No log	0.6310	106	2.1479	0.0338	2.1479	1.4656
No log	0.6429	108	2.1028	0.0323	2.1028	1.4501
No log	0.6548	110	1.6300	0.0	1.6300	1.2767
No log	0.6667	112	1.3179	0.0	1.3179	1.1480
No log	0.6786	114	1.2591	0.0	1.2591	1.1221
No log	0.6905	116	1.2476	0.0	1.2476	1.1170
No log	0.7024	118	1.0289	0.0	1.0289	1.0143
No log	0.7143	120	0.9015	0.0	0.9015	0.9495
No log	0.7262	122	1.1062	0.0833	1.1062	1.0518
No log	0.7381	124	0.9919	0.0788	0.9919	0.9959
No log	0.75	126	0.9329	-0.0927	0.9329	0.9658
No log	0.7619	128	0.9582	-0.1786	0.9582	0.9789
No log	0.7738	130	0.8609	-0.0565	0.8609	0.9278
No log	0.7857	132	0.8521	0.1895	0.8521	0.9231
No log	0.7976	134	1.1361	0.1538	1.1361	1.0659
No log	0.8095	136	0.9986	0.0873	0.9986	0.9993
No log	0.8214	138	0.8354	0.0873	0.8354	0.9140
No log	0.8333	140	1.0001	0.0873	1.0001	1.0000
No log	0.8452	142	0.9832	0.0873	0.9832	0.9916
No log	0.8571	144	0.8491	-0.0185	0.8491	0.9215
No log	0.8690	146	0.8639	0.0833	0.8639	0.9294
No log	0.8810	148	0.8922	-0.1048	0.8922	0.9446
No log	0.8929	150	1.0687	0.0	1.0687	1.0338
No log	0.9048	152	1.0613	0.0072	1.0613	1.0302
No log	0.9167	154	0.9556	-0.1048	0.9556	0.9775
No log	0.9286	156	0.9644	-0.4756	0.9644	0.9821
No log	0.9405	158	0.9666	-0.3051	0.9666	0.9832
No log	0.9524	160	0.8780	-0.1048	0.8780	0.9370
No log	0.9643	162	0.9106	0.0	0.9106	0.9543
No log	0.9762	164	0.9296	0.0	0.9296	0.9642
No log	0.9881	166	0.8392	-0.0087	0.8392	0.9161
No log	1.0	168	0.8318	0.1895	0.8318	0.9120
No log	1.0119	170	0.8194	0.1921	0.8194	0.9052
No log	1.0238	172	0.8183	0.0737	0.8183	0.9046
No log	1.0357	174	0.8769	0.0873	0.8769	0.9364
No log	1.0476	176	1.2425	0.0067	1.2425	1.1147
No log	1.0595	178	1.4339	0.0778	1.4339	1.1974
No log	1.0714	180	1.0587	0.0833	1.0587	1.0289
No log	1.0833	182	0.7808	0.1987	0.7808	0.8836
No log	1.0952	184	0.7977	0.2080	0.7977	0.8931
No log	1.1071	186	0.7687	0.1951	0.7687	0.8768
No log	1.1190	188	0.8682	0.0833	0.8682	0.9318
No log	1.1310	190	0.8577	0.0833	0.8577	0.9261
No log	1.1429	192	0.7393	0.1951	0.7393	0.8598
No log	1.1548	194	0.7342	0.1921	0.7342	0.8568
No log	1.1667	196	0.7258	0.1921	0.7258	0.8520
No log	1.1786	198	0.7214	0.1951	0.7214	0.8493
No log	1.1905	200	0.8171	0.0873	0.8171	0.9039
No log	1.2024	202	1.1526	0.0833	1.1526	1.0736
No log	1.2143	204	1.3971	0.0833	1.3971	1.1820
No log	1.2262	206	1.1601	0.0833	1.1601	1.0771
No log	1.2381	208	0.8568	0.0873	0.8568	0.9256
No log	1.25	210	0.7480	0.0530	0.7480	0.8649
No log	1.2619	212	0.8123	0.2143	0.8123	0.9013
No log	1.2738	214	0.7851	0.2080	0.7851	0.8861
No log	1.2857	216	0.7390	0.0530	0.7390	0.8597
No log	1.2976	218	0.9391	0.0873	0.9391	0.9691
No log	1.3095	220	1.2672	0.0873	1.2672	1.1257
No log	1.3214	222	1.3276	0.0873	1.3276	1.1522
No log	1.3333	224	1.1514	0.0873	1.1514	1.0731
No log	1.3452	226	0.8496	0.0873	0.8496	0.9217
No log	1.3571	228	0.7734	0.0530	0.7734	0.8794
No log	1.3690	230	0.8249	0.2080	0.8249	0.9082
No log	1.3810	232	0.8046	0.2080	0.8046	0.8970
No log	1.3929	234	0.8306	0.0833	0.8306	0.9114
No log	1.4048	236	0.9948	0.0873	0.9948	0.9974
No log	1.4167	238	1.1193	0.0833	1.1193	1.0580
No log	1.4286	240	1.0338	0.0833	1.0338	1.0168
No log	1.4405	242	0.8394	0.0737	0.8394	0.9162
No log	1.4524	244	1.0003	0.0435	1.0003	1.0001
No log	1.4643	246	1.5744	-0.1833	1.5744	1.2547
No log	1.4762	248	2.2208	-0.0942	2.2208	1.4902
No log	1.4881	250	2.5046	-0.0815	2.5046	1.5826
No log	1.5	252	2.2579	-0.0942	2.2579	1.5026
No log	1.5119	254	2.0331	-0.1987	2.0331	1.4259
No log	1.5238	256	1.6778	-0.0722	1.6778	1.2953
No log	1.5357	258	1.3100	0.0	1.3100	1.1445
No log	1.5476	260	1.0308	0.0	1.0308	1.0153
No log	1.5595	262	0.8585	0.0788	0.8585	0.9266
No log	1.5714	264	0.7804	0.0530	0.7804	0.8834
No log	1.5833	266	0.7636	0.0435	0.7636	0.8738
No log	1.5952	268	0.7722	0.0530	0.7722	0.8787
No log	1.6071	270	0.7975	0.0530	0.7975	0.8930
No log	1.6190	272	0.8089	0.0530	0.8089	0.8994
No log	1.6310	274	0.8599	0.1951	0.8599	0.9273
No log	1.6429	276	0.9249	0.2667	0.9249	0.9617
No log	1.6548	278	0.8330	0.1951	0.8330	0.9127
No log	1.6667	280	0.7859	0.0435	0.7859	0.8865
No log	1.6786	282	0.8071	0.2080	0.8071	0.8984
No log	1.6905	284	0.8049	0.2080	0.8049	0.8972
No log	1.7024	286	0.7094	0.2080	0.7094	0.8423
No log	1.7143	288	0.7438	-0.0421	0.7438	0.8624
No log	1.7262	290	0.7491	0.0788	0.7491	0.8655
No log	1.7381	292	0.7933	0.0833	0.7933	0.8907
No log	1.75	294	0.7146	0.1987	0.7146	0.8453
No log	1.7619	296	0.8636	0.2143	0.8636	0.9293
No log	1.7738	298	0.9319	0.0	0.9319	0.9653
No log	1.7857	300	0.8289	0.2143	0.8289	0.9104
No log	1.7976	302	0.8017	-0.0421	0.8017	0.8954
No log	1.8095	304	1.0981	0.0873	1.0981	1.0479
No log	1.8214	306	1.2716	0.0873	1.2716	1.1277
No log	1.8333	308	1.3030	0.0873	1.3030	1.1415
No log	1.8452	310	1.1873	0.0873	1.1873	1.0896
No log	1.8571	312	0.9532	0.0833	0.9532	0.9763
No log	1.8690	314	0.8520	-0.0565	0.8520	0.9230
No log	1.8810	316	0.8602	0.0530	0.8602	0.9275
No log	1.8929	318	0.8879	0.0610	0.8879	0.9423
No log	1.9048	320	0.9541	-0.0421	0.9541	0.9768
No log	1.9167	322	1.0464	-0.0168	1.0464	1.0230
No log	1.9286	324	1.0140	-0.0267	1.0140	1.0070
No log	1.9405	326	0.9447	0.0610	0.9447	0.9720
No log	1.9524	328	0.9171	-0.1159	0.9171	0.9577
No log	1.9643	330	0.8846	-0.1159	0.8846	0.9405
No log	1.9762	332	0.8536	0.0530	0.8536	0.9239
No log	1.9881	334	0.8780	0.1921	0.8780	0.9370
No log	2.0	336	0.8695	0.1921	0.8695	0.9325
No log	2.0119	338	0.8134	0.0610	0.8134	0.9019
No log	2.0238	340	0.8178	0.1921	0.8178	0.9043
No log	2.0357	342	0.8088	0.0610	0.8088	0.8993
No log	2.0476	344	0.8412	0.1921	0.8412	0.9172
No log	2.0595	346	0.7898	0.0530	0.7898	0.8887
No log	2.0714	348	0.8312	0.0	0.8312	0.9117
No log	2.0833	350	0.8748	0.0	0.8748	0.9353
No log	2.0952	352	0.8154	0.0179	0.8154	0.9030
No log	2.1071	354	0.7866	0.0435	0.7866	0.8869
No log	2.1190	356	0.7934	0.0435	0.7934	0.8907
No log	2.1310	358	0.8174	0.0179	0.8174	0.9041
No log	2.1429	360	0.9391	0.0	0.9391	0.9691
No log	2.1548	362	0.9375	0.0	0.9375	0.9682
No log	2.1667	364	0.8155	0.0179	0.8155	0.9031
No log	2.1786	366	0.8297	0.1709	0.8297	0.9109
No log	2.1905	368	0.8780	0.1698	0.8780	0.9370
No log	2.2024	370	0.7738	0.0530	0.7738	0.8796
No log	2.2143	372	0.8108	0.0179	0.8108	0.9005
No log	2.2262	374	0.8787	0.0	0.8787	0.9374
No log	2.2381	376	0.9006	0.0	0.9006	0.9490
No log	2.25	378	0.8263	0.0179	0.8263	0.9090
No log	2.2619	380	0.7346	0.2029	0.7346	0.8571
No log	2.2738	382	0.8543	0.1689	0.8543	0.9243
No log	2.2857	384	0.9348	0.0797	0.9348	0.9668
No log	2.2976	386	0.8721	0.2605	0.8721	0.9339
No log	2.3095	388	0.7996	0.1921	0.7996	0.8942
No log	2.3214	390	0.7934	0.1987	0.7934	0.8907
No log	2.3333	392	0.8009	0.0320	0.8009	0.8949
No log	2.3452	394	0.8105	0.0320	0.8105	0.9003
No log	2.3571	396	0.8173	0.0320	0.8173	0.9040
No log	2.3690	398	0.8363	0.0320	0.8363	0.9145
No log	2.3810	400	0.8769	-0.1159	0.8769	0.9364
No log	2.3929	402	0.9406	0.0179	0.9406	0.9699
No log	2.4048	404	1.0432	0.0179	1.0432	1.0214
No log	2.4167	406	1.1137	0.0179	1.1137	1.0553
No log	2.4286	408	1.0840	0.0179	1.0840	1.0412
No log	2.4405	410	1.0113	-0.0809	1.0113	1.0056
No log	2.4524	412	0.9797	0.0435	0.9797	0.9898
No log	2.4643	414	1.0101	0.0179	1.0101	1.0050
No log	2.4762	416	1.0634	0.0179	1.0634	1.0312
No log	2.4881	418	0.9579	0.2080	0.9579	0.9787
No log	2.5	420	0.9743	-0.0421	0.9743	0.9871
No log	2.5119	422	1.1102	-0.0080	1.1102	1.0537
No log	2.5238	424	1.1224	0.0833	1.1224	1.0594
No log	2.5357	426	1.0488	-0.0185	1.0488	1.0241
No log	2.5476	428	0.9135	-0.0732	0.9135	0.9558
No log	2.5595	430	0.9156	0.0435	0.9156	0.9569
No log	2.5714	432	0.9284	-0.1440	0.9284	0.9635
No log	2.5833	434	0.9107	0.0435	0.9107	0.9543
No log	2.5952	436	0.8866	-0.2384	0.8866	0.9416
No log	2.6071	438	0.9301	-0.0421	0.9301	0.9644
No log	2.6190	440	0.9197	-0.0421	0.9197	0.9590
No log	2.6310	442	0.8757	-0.0732	0.8757	0.9358
No log	2.6429	444	0.8580	0.0435	0.8580	0.9263
No log	2.6548	446	0.8685	0.0179	0.8685	0.9319
No log	2.6667	448	0.9061	0.0179	0.9061	0.9519
No log	2.6786	450	0.9158	0.0179	0.9158	0.9570
No log	2.6905	452	0.8807	0.0179	0.8807	0.9384
No log	2.7024	454	0.8665	0.0435	0.8665	0.9309
No log	2.7143	456	0.9166	-0.0377	0.9166	0.9574
No log	2.7262	458	0.8620	0.1709	0.8620	0.9284
No log	2.7381	460	0.8132	0.0179	0.8132	0.9018
No log	2.75	462	0.8205	0.0179	0.8205	0.9058
No log	2.7619	464	0.7958	0.0179	0.7958	0.8921
No log	2.7738	466	0.7915	0.1951	0.7915	0.8897
No log	2.7857	468	0.7898	0.1951	0.7898	0.8887
No log	2.7976	470	0.8045	-0.0565	0.8045	0.8969
No log	2.8095	472	0.8647	-0.0377	0.8647	0.9299
No log	2.8214	474	0.8630	-0.0377	0.8630	0.9290
No log	2.8333	476	0.8323	0.1951	0.8323	0.9123
No log	2.8452	478	0.8480	0.1951	0.8480	0.9209
No log	2.8571	480	0.9441	-0.0267	0.9441	0.9716
No log	2.8690	482	0.9651	-0.0267	0.9651	0.9824
No log	2.8810	484	0.8899	0.1720	0.8899	0.9433
No log	2.8929	486	0.8770	0.0179	0.8770	0.9365
No log	2.9048	488	0.8648	0.0179	0.8648	0.9300
No log	2.9167	490	0.8405	0.0179	0.8405	0.9168
No log	2.9286	492	0.8270	0.0179	0.8270	0.9094
No log	2.9405	494	0.8281	0.2080	0.8281	0.9100
No log	2.9524	496	0.8848	-0.0732	0.8848	0.9407
No log	2.9643	498	0.8856	-0.0565	0.8856	0.9410
0.6493	2.9762	500	0.8260	-0.2384	0.8260	0.9089
0.6493	2.9881	502	0.8176	-0.1159	0.8176	0.9042
0.6493	3.0	504	0.8123	0.2080	0.8123	0.9013
0.6493	3.0119	506	0.8176	0.2080	0.8176	0.9042
0.6493	3.0238	508	0.8512	-0.0732	0.8512	0.9226
0.6493	3.0357	510	0.8937	-0.0732	0.8937	0.9453
0.6493	3.0476	512	0.8682	0.1987	0.8682	0.9318
0.6493	3.0595	514	0.8596	0.2080	0.8596	0.9271
0.6493	3.0714	516	0.8657	0.0435	0.8657	0.9304
0.6493	3.0833	518	0.8775	0.0435	0.8775	0.9368
0.6493	3.0952	520	0.9058	0.1987	0.9058	0.9517
0.6493	3.1071	522	0.8763	0.0435	0.8763	0.9361
0.6493	3.1190	524	0.8869	0.0179	0.8869	0.9418
0.6493	3.1310	526	0.8784	0.0179	0.8784	0.9372
0.6493	3.1429	528	0.8557	0.2080	0.8557	0.9251
0.6493	3.1548	530	0.9194	0.1921	0.9194	0.9588
0.6493	3.1667	532	0.9197	-0.1379	0.9197	0.9590
0.6493	3.1786	534	0.8489	-0.0565	0.8489	0.9214
0.6493	3.1905	536	0.8120	0.3623	0.8120	0.9011
0.6493	3.2024	538	0.8096	0.1951	0.8096	0.8998
0.6493	3.2143	540	0.8549	-0.0421	0.8549	0.9246
0.6493	3.2262	542	0.8780	-0.0421	0.8780	0.9370
0.6493	3.2381	544	0.8522	-0.0421	0.8522	0.9232
0.6493	3.25	546	0.8237	0.1987	0.8237	0.9076
0.6493	3.2619	548	0.8291	0.0179	0.8291	0.9105
0.6493	3.2738	550	0.8515	0.0179	0.8515	0.9228
0.6493	3.2857	552	0.8429	0.0179	0.8429	0.9181
0.6493	3.2976	554	0.8243	0.0179	0.8243	0.9079
0.6493	3.3095	556	0.8270	0.0179	0.8270	0.9094
0.6493	3.3214	558	0.8112	0.0179	0.8112	0.9007
0.6493	3.3333	560	0.8175	0.1951	0.8175	0.9041
0.6493	3.3452	562	0.8765	-0.1048	0.8765	0.9362
0.6493	3.3571	564	0.9848	0.0072	0.9848	0.9924
0.6493	3.3690	566	1.0585	0.0072	1.0585	1.0288
0.6493	3.3810	568	1.0593	0.0072	1.0593	1.0292
0.6493	3.3929	570	0.9524	0.0	0.9524	0.9759
0.6493	3.4048	572	0.8555	-0.1808	0.8555	0.9249
0.6493	3.4167	574	0.8440	-0.1440	0.8440	0.9187
0.6493	3.4286	576	0.8502	0.0179	0.8502	0.9220
0.6493	3.4405	578	0.8808	0.0435	0.8808	0.9385
0.6493	3.4524	580	0.9821	0.1720	0.9821	0.9910
0.6493	3.4643	582	1.0153	-0.0377	1.0153	1.0076
0.6493	3.4762	584	0.9788	0.1720	0.9788	0.9893
0.6493	3.4881	586	0.9393	0.0462	0.9393	0.9692
0.6493	3.5	588	0.9047	-0.1440	0.9047	0.9512
0.6493	3.5119	590	0.8999	0.0179	0.8999	0.9486
0.6493	3.5238	592	0.8938	-0.1440	0.8938	0.9454
0.6493	3.5357	594	0.8951	-0.1440	0.8951	0.9461
0.6493	3.5476	596	0.8991	0.0179	0.8991	0.9482
0.6493	3.5595	598	0.9270	0.0179	0.9270	0.9628
0.6493	3.5714	600	0.9235	0.0179	0.9235	0.9610
0.6493	3.5833	602	0.9115	0.0179	0.9115	0.9547
0.6493	3.5952	604	0.9568	0.1709	0.9568	0.9782
0.6493	3.6071	606	0.9507	0.1709	0.9507	0.9750
0.6493	3.6190	608	0.8836	-0.1440	0.8836	0.9400
0.6493	3.6310	610	0.8843	0.0179	0.8843	0.9404
0.6493	3.6429	612	0.8765	0.0179	0.8765	0.9362
0.6493	3.6548	614	0.8503	0.0179	0.8503	0.9221
0.6493	3.6667	616	0.8385	0.0179	0.8385	0.9157
0.6493	3.6786	618	0.8501	-0.1440	0.8501	0.9220
0.6493	3.6905	620	0.9274	-0.0377	0.9274	0.9630
0.6493	3.7024	622	0.9286	0.0756	0.9286	0.9636
0.6493	3.7143	624	0.8458	0.1951	0.8458	0.9197
0.6493	3.7262	626	0.7963	0.0179	0.7963	0.8923
0.6493	3.7381	628	0.8049	0.0179	0.8049	0.8972
0.6493	3.75	630	0.7903	0.0179	0.7903	0.8890
0.6493	3.7619	632	0.7942	-0.0421	0.7942	0.8912
0.6493	3.7738	634	0.9053	0.0788	0.9053	0.9515
0.6493	3.7857	636	1.1209	0.0833	1.1209	1.0587
0.6493	3.7976	638	1.1546	0.0833	1.1546	1.0745
0.6493	3.8095	640	1.0858	0.0833	1.0858	1.0420
0.6493	3.8214	642	0.9349	0.0873	0.9349	0.9669
0.6493	3.8333	644	0.8498	-0.0421	0.8498	0.9219
0.6493	3.8452	646	0.8561	-0.0421	0.8561	0.9252
0.6493	3.8571	648	0.8810	-0.0421	0.8810	0.9386
0.6493	3.8690	650	0.8958	-0.0421	0.8958	0.9465
0.6493	3.8810	652	0.9130	-0.0421	0.9130	0.9555
0.6493	3.8929	654	0.9893	-0.0267	0.9893	0.9946
0.6493	3.9048	656	0.9767	-0.0267	0.9767	0.9883
0.6493	3.9167	658	1.0084	-0.0267	1.0084	1.0042
0.6493	3.9286	660	1.0492	-0.0267	1.0492	1.0243
0.6493	3.9405	662	0.9752	-0.0377	0.9752	0.9875
0.6493	3.9524	664	0.8809	-0.1440	0.8809	0.9385
0.6493	3.9643	666	0.8585	0.0179	0.8585	0.9265
0.6493	3.9762	668	0.8585	0.0179	0.8585	0.9265
0.6493	3.9881	670	0.9048	-0.0565	0.9048	0.9512
0.6493	4.0	672	1.0028	-0.0377	1.0028	1.0014
0.6493	4.0119	674	1.1160	-0.0267	1.1160	1.0564
0.6493	4.0238	676	1.0551	-0.0267	1.0551	1.0272
0.6493	4.0357	678	0.9094	-0.0565	0.9094	0.9536
0.6493	4.0476	680	0.8229	0.0530	0.8229	0.9071
0.6493	4.0595	682	0.8112	0.0179	0.8112	0.9007
0.6493	4.0714	684	0.8117	0.0179	0.8117	0.9010
0.6493	4.0833	686	0.8455	0.1951	0.8455	0.9195
0.6493	4.0952	688	0.8926	0.1709	0.8926	0.9448
0.6493	4.1071	690	0.8853	0.1951	0.8853	0.9409
0.6493	4.1190	692	0.8622	0.1951	0.8622	0.9285
0.6493	4.1310	694	0.8662	0.0530	0.8662	0.9307
0.6493	4.1429	696	0.8834	0.1709	0.8834	0.9399
0.6493	4.1548	698	0.8726	0.0530	0.8726	0.9341
0.6493	4.1667	700	0.8785	0.0530	0.8785	0.9373
0.6493	4.1786	702	0.8711	0.0530	0.8711	0.9333
0.6493	4.1905	704	0.8427	-0.1440	0.8427	0.9180
0.6493	4.2024	706	0.8454	-0.1159	0.8454	0.9195
0.6493	4.2143	708	0.8384	0.0530	0.8384	0.9156
0.6493	4.2262	710	0.8324	0.0530	0.8324	0.9124
0.6493	4.2381	712	0.8107	0.0179	0.8107	0.9004
0.6493	4.25	714	0.8076	0.0179	0.8076	0.8987
0.6493	4.2619	716	0.7981	0.0179	0.7981	0.8934
0.6493	4.2738	718	0.7861	0.0179	0.7861	0.8866
0.6493	4.2857	720	0.7823	0.0179	0.7823	0.8845
0.6493	4.2976	722	0.7814	0.0179	0.7814	0.8839
0.6493	4.3095	724	0.7973	0.2029	0.7973	0.8929
0.6493	4.3214	726	0.7989	0.2029	0.7989	0.8938
0.6493	4.3333	728	0.8047	0.2029	0.8047	0.8971
0.6493	4.3452	730	0.7872	0.0179	0.7872	0.8872
0.6493	4.3571	732	0.7865	0.0179	0.7865	0.8869
0.6493	4.3690	734	0.8047	0.0179	0.8047	0.8971
0.6493	4.3810	736	0.7847	0.0179	0.7847	0.8859
0.6493	4.3929	738	0.7613	0.0179	0.7613	0.8725
0.6493	4.4048	740	0.7980	0.1951	0.7980	0.8933
0.6493	4.4167	742	0.8214	0.1951	0.8214	0.9063
0.6493	4.4286	744	0.8373	0.1951	0.8373	0.9151
0.6493	4.4405	746	0.7946	0.1951	0.7946	0.8914
0.6493	4.4524	748	0.7520	0.2080	0.7520	0.8672
0.6493	4.4643	750	0.7464	0.2080	0.7464	0.8639
0.6493	4.4762	752	0.7532	0.2080	0.7532	0.8679
0.6493	4.4881	754	0.8078	0.1709	0.8078	0.8988
0.6493	4.5	756	0.9275	-0.0377	0.9275	0.9631
0.6493	4.5119	758	0.9623	0.0711	0.9623	0.9810
0.6493	4.5238	760	0.8777	-0.0377	0.8777	0.9368
0.6493	4.5357	762	0.7869	0.3444	0.7869	0.8871
0.6493	4.5476	764	0.7573	0.2080	0.7573	0.8702
0.6493	4.5595	766	0.8013	0.0179	0.8013	0.8951
0.6493	4.5714	768	0.8150	0.0179	0.8150	0.9028
0.6493	4.5833	770	0.7813	0.0179	0.7813	0.8839
0.6493	4.5952	772	0.7858	0.1951	0.7858	0.8864
0.6493	4.6071	774	0.8413	0.1709	0.8413	0.9172
0.6493	4.6190	776	0.8307	0.1709	0.8307	0.9114
0.6493	4.6310	778	0.7789	0.1951	0.7789	0.8826
0.6493	4.6429	780	0.7509	0.2080	0.7509	0.8665
0.6493	4.6548	782	0.7462	0.2080	0.7462	0.8638
0.6493	4.6667	784	0.7472	0.2080	0.7472	0.8644
0.6493	4.6786	786	0.7502	0.2029	0.7502	0.8662
0.6493	4.6905	788	0.7660	0.1951	0.7660	0.8752
0.6493	4.7024	790	0.7639	0.2029	0.7639	0.8740
0.6493	4.7143	792	0.7603	0.0179	0.7603	0.8720
0.6493	4.7262	794	0.7906	0.0179	0.7906	0.8891
0.6493	4.7381	796	0.7852	0.0179	0.7852	0.8861
0.6493	4.75	798	0.7515	0.2080	0.7515	0.8669
0.6493	4.7619	800	0.7938	0.1951	0.7938	0.8910
0.6493	4.7738	802	0.8853	0.1698	0.8853	0.9409
0.6493	4.7857	804	0.9077	0.1698	0.9077	0.9527
0.6493	4.7976	806	0.8124	0.1921	0.8124	0.9013
0.6493	4.8095	808	0.7231	0.3293	0.7231	0.8503
0.6493	4.8214	810	0.6982	0.3444	0.6982	0.8356
0.6493	4.8333	812	0.7025	0.3623	0.7025	0.8382
0.6493	4.8452	814	0.6980	0.3444	0.6980	0.8355
0.6493	4.8571	816	0.6944	0.3293	0.6944	0.8333
0.6493	4.8690	818	0.7120	0.3293	0.7120	0.8438
0.6493	4.8810	820	0.7198	0.1921	0.7198	0.8484
0.6493	4.8929	822	0.7388	-0.0296	0.7388	0.8595
0.6493	4.9048	824	0.7179	0.1921	0.7179	0.8473
0.6493	4.9167	826	0.7144	0.1921	0.7144	0.8452
0.6493	4.9286	828	0.7363	-0.0421	0.7363	0.8581
0.6493	4.9405	830	0.7585	-0.0421	0.7585	0.8709
0.6493	4.9524	832	0.7298	0.1921	0.7298	0.8543
0.6493	4.9643	834	0.7032	0.3444	0.7032	0.8386
0.6493	4.9762	836	0.7017	0.3444	0.7017	0.8376
0.6493	4.9881	838	0.7004	0.3444	0.7004	0.8369
0.6493	5.0	840	0.7044	0.3444	0.7044	0.8393
0.6493	5.0119	842	0.7235	0.3444	0.7235	0.8506
0.6493	5.0238	844	0.7123	0.3444	0.7123	0.8440
0.6493	5.0357	846	0.7076	0.3444	0.7076	0.8412
0.6493	5.0476	848	0.7084	0.3444	0.7084	0.8417
0.6493	5.0595	850	0.7155	0.3444	0.7155	0.8459
0.6493	5.0714	852	0.7160	0.3444	0.7160	0.8462
0.6493	5.0833	854	0.7161	0.3444	0.7161	0.8462
0.6493	5.0952	856	0.7448	0.3444	0.7448	0.8630
0.6493	5.1071	858	0.7481	0.3444	0.7481	0.8649
0.6493	5.1190	860	0.7330	0.3444	0.7330	0.8561
0.6493	5.1310	862	0.7368	0.3444	0.7368	0.8584
0.6493	5.1429	864	0.7409	0.3444	0.7409	0.8607
0.6493	5.1548	866	0.7518	0.2029	0.7518	0.8671
0.6493	5.1667	868	0.7453	0.3444	0.7453	0.8633
0.6493	5.1786	870	0.7603	0.0678	0.7603	0.8719
0.6493	5.1905	872	0.8251	-0.0185	0.8251	0.9083
0.6493	5.2024	874	0.8318	-0.0185	0.8318	0.9120
0.6493	5.2143	876	0.7982	0.0788	0.7982	0.8934
0.6493	5.2262	878	0.7842	-0.0421	0.7842	0.8856
0.6493	5.2381	880	0.7769	0.0678	0.7769	0.8814
0.6493	5.25	882	0.7817	0.0678	0.7817	0.8841
0.6493	5.2619	884	0.8006	0.0788	0.8006	0.8947
0.6493	5.2738	886	0.7873	-0.0421	0.7873	0.8873
0.6493	5.2857	888	0.7556	0.1921	0.7556	0.8693
0.6493	5.2976	890	0.7295	0.3293	0.7295	0.8541
0.6493	5.3095	892	0.7354	0.3444	0.7354	0.8576
0.6493	5.3214	894	0.8032	0.0	0.8032	0.8962
0.6493	5.3333	896	0.8227	0.0	0.8227	0.9070
0.6493	5.3452	898	0.7721	0.0179	0.7721	0.8787
0.6493	5.3571	900	0.7166	0.3444	0.7166	0.8465
0.6493	5.3690	902	0.7375	0.3293	0.7375	0.8588
0.6493	5.3810	904	0.7255	0.3293	0.7255	0.8517
0.6493	5.3929	906	0.7208	0.3444	0.7208	0.8490
0.6493	5.4048	908	0.7279	0.3444	0.7279	0.8532
0.6493	5.4167	910	0.7356	0.3444	0.7356	0.8577
0.6493	5.4286	912	0.7224	0.3293	0.7224	0.8500
0.6493	5.4405	914	0.7348	0.0678	0.7348	0.8572
0.6493	5.4524	916	0.7431	0.0678	0.7431	0.8621
0.6493	5.4643	918	0.7319	0.3293	0.7319	0.8555
0.6493	5.4762	920	0.7409	0.3293	0.7409	0.8607
0.6493	5.4881	922	0.7408	0.3444	0.7408	0.8607
0.6493	5.5	924	0.7561	0.3444	0.7561	0.8696
0.6493	5.5119	926	0.7710	0.3444	0.7710	0.8781
0.6493	5.5238	928	0.7842	0.1951	0.7842	0.8856
0.6493	5.5357	930	0.8448	0.1921	0.8448	0.9191
0.6493	5.5476	932	0.9298	-0.1092	0.9298	0.9642
0.6493	5.5595	934	0.9407	-0.1092	0.9407	0.9699
0.6493	5.5714	936	0.8697	-0.0421	0.8697	0.9326
0.6493	5.5833	938	0.8507	-0.0565	0.8507	0.9223
0.6493	5.5952	940	0.8371	0.1951	0.8371	0.9149
0.6493	5.6071	942	0.8231	0.1951	0.8231	0.9073
0.6493	5.6190	944	0.8128	-0.0565	0.8128	0.9016
0.6493	5.6310	946	0.8063	-0.0421	0.8063	0.8980
0.6493	5.6429	948	0.8056	-0.0421	0.8056	0.8975
0.6493	5.6548	950	0.8035	-0.0421	0.8035	0.8964
0.6493	5.6667	952	0.7868	0.1921	0.7868	0.8870
0.6493	5.6786	954	0.7697	0.1951	0.7697	0.8774
0.6493	5.6905	956	0.7596	0.3293	0.7596	0.8716
0.6493	5.7024	958	0.7569	0.3293	0.7569	0.8700
0.6493	5.7143	960	0.7638	0.3293	0.7638	0.8739
0.6493	5.7262	962	0.7632	0.3293	0.7632	0.8736
0.6493	5.7381	964	0.7685	0.0678	0.7685	0.8767
0.6493	5.75	966	0.7616	0.3444	0.7616	0.8727
0.6493	5.7619	968	0.7658	0.3444	0.7658	0.8751
0.6493	5.7738	970	0.7704	0.3444	0.7704	0.8777
0.6493	5.7857	972	0.7752	0.3444	0.7752	0.8805
0.6493	5.7976	974	0.7862	0.3444	0.7862	0.8867
0.6493	5.8095	976	0.7874	0.3444	0.7874	0.8874
0.6493	5.8214	978	0.7834	0.3444	0.7834	0.8851
0.6493	5.8333	980	0.7899	0.3444	0.7899	0.8888
0.6493	5.8452	982	0.7976	0.3444	0.7976	0.8931
0.6493	5.8571	984	0.7999	0.3444	0.7999	0.8944
0.6493	5.8690	986	0.8017	0.3444	0.8017	0.8954
0.6493	5.8810	988	0.8033	0.0610	0.8033	0.8963
0.6493	5.8929	990	0.7969	0.0610	0.7969	0.8927
0.6493	5.9048	992	0.7979	0.0610	0.7979	0.8933
0.6493	5.9167	994	0.8023	0.0610	0.8023	0.8957
0.6493	5.9286	996	0.8008	0.0610	0.8008	0.8949
0.6493	5.9405	998	0.8039	0.0530	0.8039	0.8966
0.2499	5.9524	1000	0.8101	0.2080	0.8101	0.9001
0.2499	5.9643	1002	0.8038	0.0179	0.8038	0.8965
0.2499	5.9762	1004	0.7882	0.2080	0.7882	0.8878
0.2499	5.9881	1006	0.7750	0.0610	0.7750	0.8804
0.2499	6.0	1008	0.7829	0.0678	0.7829	0.8848
0.2499	6.0119	1010	0.8244	-0.0185	0.8244	0.9079
0.2499	6.0238	1012	0.8486	-0.0185	0.8486	0.9212
0.2499	6.0357	1014	0.8250	-0.0296	0.8250	0.9083
0.2499	6.0476	1016	0.7883	0.0678	0.7883	0.8879
0.2499	6.0595	1018	0.7674	0.3444	0.7674	0.8760
0.2499	6.0714	1020	0.7696	0.3623	0.7696	0.8773
0.2499	6.0833	1022	0.7844	0.2080	0.7844	0.8857
0.2499	6.0952	1024	0.8047	0.0179	0.8047	0.8971
0.2499	6.1071	1026	0.8215	0.0179	0.8215	0.9064
0.2499	6.1190	1028	0.8202	0.0179	0.8202	0.9056
0.2499	6.1310	1030	0.7823	0.2080	0.7823	0.8845
0.2499	6.1429	1032	0.7544	0.3444	0.7544	0.8686
0.2499	6.1548	1034	0.7901	0.0678	0.7901	0.8889
0.2499	6.1667	1036	0.8123	-0.0421	0.8123	0.9013
0.2499	6.1786	1038	0.7924	-0.0421	0.7924	0.8902
0.2499	6.1905	1040	0.7649	0.3444	0.7649	0.8746
0.2499	6.2024	1042	0.7740	0.3623	0.7740	0.8798
0.2499	6.2143	1044	0.7924	0.0179	0.7924	0.8902
0.2499	6.2262	1046	0.7846	0.0179	0.7846	0.8857
0.2499	6.2381	1048	0.7726	0.3623	0.7726	0.8790
0.2499	6.25	1050	0.7655	0.3444	0.7655	0.8749
0.2499	6.2619	1052	0.7678	0.3444	0.7678	0.8762
0.2499	6.2738	1054	0.7734	0.3444	0.7734	0.8794
0.2499	6.2857	1056	0.7861	0.3444	0.7861	0.8866
0.2499	6.2976	1058	0.8166	0.0179	0.8166	0.9037
0.2499	6.3095	1060	0.8130	0.0179	0.8130	0.9016
0.2499	6.3214	1062	0.8029	0.0179	0.8029	0.8960
0.2499	6.3333	1064	0.7999	0.0179	0.7999	0.8944
0.2499	6.3452	1066	0.7843	0.3444	0.7843	0.8856
0.2499	6.3571	1068	0.7796	0.3444	0.7796	0.8829
0.2499	6.3690	1070	0.7836	0.3444	0.7836	0.8852
0.2499	6.3810	1072	0.8168	-0.0565	0.8168	0.9037
0.2499	6.3929	1074	0.8386	-0.0421	0.8386	0.9157
0.2499	6.4048	1076	0.8161	-0.0421	0.8161	0.9034
0.2499	6.4167	1078	0.8064	0.3444	0.8064	0.8980
0.2499	6.4286	1080	0.8070	0.3444	0.8070	0.8984
0.2499	6.4405	1082	0.8022	0.3444	0.8022	0.8956
0.2499	6.4524	1084	0.7975	0.3623	0.7975	0.8930
0.2499	6.4643	1086	0.8187	0.0179	0.8187	0.9048
0.2499	6.4762	1088	0.8248	0.0179	0.8248	0.9082
0.2499	6.4881	1090	0.8062	0.0179	0.8062	0.8979
0.2499	6.5	1092	0.7922	0.3444	0.7922	0.8900
0.2499	6.5119	1094	0.7920	0.3444	0.7920	0.8900
0.2499	6.5238	1096	0.7910	0.3444	0.7910	0.8894
0.2499	6.5357	1098	0.7926	0.3444	0.7926	0.8903
0.2499	6.5476	1100	0.7959	0.0610	0.7959	0.8921
0.2499	6.5595	1102	0.7999	-0.0421	0.7999	0.8944
0.2499	6.5714	1104	0.8179	-0.0421	0.8179	0.9044
0.2499	6.5833	1106	0.8210	-0.0296	0.8210	0.9061
0.2499	6.5952	1108	0.8084	-0.0421	0.8084	0.8991
0.2499	6.6071	1110	0.8060	0.0610	0.8060	0.8978
0.2499	6.6190	1112	0.8082	0.3623	0.8082	0.8990
0.2499	6.6310	1114	0.8036	0.0179	0.8036	0.8964
0.2499	6.6429	1116	0.7896	0.3623	0.7896	0.8886
0.2499	6.6548	1118	0.7695	0.3444	0.7695	0.8772
0.2499	6.6667	1120	0.7604	0.3444	0.7604	0.8720
0.2499	6.6786	1122	0.7638	0.3444	0.7638	0.8739
0.2499	6.6905	1124	0.7582	0.3444	0.7582	0.8707
0.2499	6.7024	1126	0.7588	0.3444	0.7588	0.8711
0.2499	6.7143	1128	0.7934	0.0179	0.7934	0.8907
0.2499	6.7262	1130	0.8642	0.0179	0.8642	0.9296
0.2499	6.7381	1132	0.8880	0.0	0.8880	0.9423
0.2499	6.75	1134	0.8588	0.0179	0.8588	0.9267
0.2499	6.7619	1136	0.8102	0.0179	0.8102	0.9001
0.2499	6.7738	1138	0.7792	0.3444	0.7792	0.8827
0.2499	6.7857	1140	0.7962	0.0610	0.7962	0.8923
0.2499	6.7976	1142	0.8001	0.0610	0.8001	0.8945
0.2499	6.8095	1144	0.7932	0.3444	0.7932	0.8906
0.2499	6.8214	1146	0.8054	0.2080	0.8054	0.8975
0.2499	6.8333	1148	0.8215	0.0179	0.8215	0.9064
0.2499	6.8452	1150	0.8214	0.2080	0.8214	0.9063
0.2499	6.8571	1152	0.8133	0.0610	0.8133	0.9018
0.2499	6.8690	1154	0.8169	0.0610	0.8169	0.9038
0.2499	6.8810	1156	0.8298	0.0610	0.8298	0.9109
0.2499	6.8929	1158	0.8365	0.0610	0.8365	0.9146
0.2499	6.9048	1160	0.8313	0.0610	0.8313	0.9118
0.2499	6.9167	1162	0.8321	0.0610	0.8321	0.9122
0.2499	6.9286	1164	0.8348	-0.1159	0.8348	0.9137
0.2499	6.9405	1166	0.8373	-0.1159	0.8373	0.9150
0.2499	6.9524	1168	0.8399	0.0610	0.8399	0.9165
0.2499	6.9643	1170	0.8414	0.0530	0.8414	0.9173
0.2499	6.9762	1172	0.8416	-0.1159	0.8416	0.9174
0.2499	6.9881	1174	0.8412	-0.1159	0.8412	0.9172
0.2499	7.0	1176	0.8426	-0.1159	0.8426	0.9179
0.2499	7.0119	1178	0.8419	0.2080	0.8419	0.9176
0.2499	7.0238	1180	0.8444	0.0179	0.8444	0.9189
0.2499	7.0357	1182	0.8470	0.0179	0.8470	0.9203
0.2499	7.0476	1184	0.8451	0.0179	0.8451	0.9193
0.2499	7.0595	1186	0.8488	0.0179	0.8488	0.9213
0.2499	7.0714	1188	0.8481	0.0179	0.8481	0.9209
0.2499	7.0833	1190	0.8495	0.0179	0.8495	0.9217
0.2499	7.0952	1192	0.8496	0.0179	0.8496	0.9217
0.2499	7.1071	1194	0.8522	0.0179	0.8522	0.9231
0.2499	7.1190	1196	0.8547	0.0179	0.8547	0.9245
0.2499	7.1310	1198	0.8531	0.0179	0.8531	0.9236
0.2499	7.1429	1200	0.8467	0.0179	0.8467	0.9202
0.2499	7.1548	1202	0.8392	0.3444	0.8392	0.9161
0.2499	7.1667	1204	0.8408	0.3444	0.8408	0.9170
0.2499	7.1786	1206	0.8358	0.3444	0.8358	0.9142
0.2499	7.1905	1208	0.8323	0.3623	0.8323	0.9123
0.2499	7.2024	1210	0.8299	0.2080	0.8299	0.9110
0.2499	7.2143	1212	0.8311	0.2080	0.8311	0.9116
0.2499	7.2262	1214	0.8417	0.0179	0.8417	0.9174
0.2499	7.2381	1216	0.8536	0.0179	0.8536	0.9239
0.2499	7.25	1218	0.8429	0.0179	0.8429	0.9181
0.2499	7.2619	1220	0.8347	0.2080	0.8347	0.9136
0.2499	7.2738	1222	0.8259	0.0530	0.8259	0.9088
0.2499	7.2857	1224	0.8237	0.0610	0.8237	0.9076
0.2499	7.2976	1226	0.8274	0.0610	0.8274	0.9096
0.2499	7.3095	1228	0.8310	0.0610	0.8310	0.9116
0.2499	7.3214	1230	0.8277	0.0610	0.8277	0.9098
0.2499	7.3333	1232	0.8272	0.0610	0.8272	0.9095
0.2499	7.3452	1234	0.8305	0.2080	0.8305	0.9113
0.2499	7.3571	1236	0.8397	0.0179	0.8397	0.9163
0.2499	7.3690	1238	0.8435	0.0179	0.8435	0.9184
0.2499	7.3810	1240	0.8403	0.0179	0.8403	0.9167
0.2499	7.3929	1242	0.8258	0.0320	0.8258	0.9087
0.2499	7.4048	1244	0.8194	0.3444	0.8194	0.9052
0.2499	7.4167	1246	0.8195	0.3444	0.8195	0.9052
0.2499	7.4286	1248	0.8302	0.0179	0.8302	0.9112
0.2499	7.4405	1250	0.8361	0.0179	0.8361	0.9144
0.2499	7.4524	1252	0.8449	0.0179	0.8449	0.9192
0.2499	7.4643	1254	0.8567	0.0179	0.8567	0.9256
0.2499	7.4762	1256	0.8448	0.0179	0.8448	0.9192
0.2499	7.4881	1258	0.8276	-0.1159	0.8276	0.9097
0.2499	7.5	1260	0.8120	0.0610	0.8120	0.9011
0.2499	7.5119	1262	0.8159	0.0610	0.8159	0.9033
0.2499	7.5238	1264	0.8251	0.0610	0.8251	0.9084
0.2499	7.5357	1266	0.8210	0.0610	0.8210	0.9061
0.2499	7.5476	1268	0.8140	0.0610	0.8140	0.9022
0.2499	7.5595	1270	0.8123	0.0610	0.8123	0.9013
0.2499	7.5714	1272	0.8253	-0.1159	0.8253	0.9085
0.2499	7.5833	1274	0.8282	-0.1159	0.8282	0.9101
0.2499	7.5952	1276	0.8380	-0.1159	0.8380	0.9154
0.2499	7.6071	1278	0.8377	-0.1159	0.8377	0.9153
0.2499	7.6190	1280	0.8297	-0.1159	0.8297	0.9109
0.2499	7.6310	1282	0.8177	0.0610	0.8177	0.9043
0.2499	7.6429	1284	0.8166	0.0610	0.8166	0.9036
0.2499	7.6548	1286	0.8322	0.0610	0.8322	0.9123
0.2499	7.6667	1288	0.8400	0.0610	0.8400	0.9165
0.2499	7.6786	1290	0.8321	0.0610	0.8321	0.9122
0.2499	7.6905	1292	0.8174	0.0610	0.8174	0.9041
0.2499	7.7024	1294	0.8163	0.3444	0.8163	0.9035
0.2499	7.7143	1296	0.8260	0.0179	0.8260	0.9088
0.2499	7.7262	1298	0.8299	0.0179	0.8299	0.9110
0.2499	7.7381	1300	0.8215	0.0179	0.8215	0.9064
0.2499	7.75	1302	0.8100	0.3444	0.8100	0.9000
0.2499	7.7619	1304	0.8070	0.3444	0.8070	0.8983
0.2499	7.7738	1306	0.8055	0.3444	0.8055	0.8975
0.2499	7.7857	1308	0.8017	0.3444	0.8017	0.8954
0.2499	7.7976	1310	0.7972	0.3444	0.7972	0.8929
0.2499	7.8095	1312	0.7942	0.3444	0.7942	0.8912
0.2499	7.8214	1314	0.7913	0.3444	0.7913	0.8896
0.2499	7.8333	1316	0.7895	0.3444	0.7895	0.8885
0.2499	7.8452	1318	0.7821	0.3444	0.7821	0.8844
0.2499	7.8571	1320	0.7774	0.0610	0.7774	0.8817
0.2499	7.8690	1322	0.7842	0.0610	0.7842	0.8855
0.2499	7.8810	1324	0.7975	0.0678	0.7975	0.8930
0.2499	7.8929	1326	0.8057	0.0737	0.8057	0.8976
0.2499	7.9048	1328	0.8071	0.0737	0.8071	0.8984
0.2499	7.9167	1330	0.8113	0.0737	0.8113	0.9007
0.2499	7.9286	1332	0.8125	0.0678	0.8125	0.9014
0.2499	7.9405	1334	0.8136	0.0678	0.8136	0.9020
0.2499	7.9524	1336	0.8128	0.0678	0.8128	0.9015
0.2499	7.9643	1338	0.8127	0.0678	0.8127	0.9015
0.2499	7.9762	1340	0.8115	0.0610	0.8115	0.9009
0.2499	7.9881	1342	0.8100	0.0610	0.8100	0.9000
0.2499	8.0	1344	0.8049	0.0610	0.8049	0.8971
0.2499	8.0119	1346	0.8016	0.0610	0.8016	0.8953
0.2499	8.0238	1348	0.8027	0.0610	0.8027	0.8959
0.2499	8.0357	1350	0.8069	0.2029	0.8069	0.8983
0.2499	8.0476	1352	0.8193	0.0179	0.8193	0.9051
0.2499	8.0595	1354	0.8337	0.0179	0.8337	0.9131
0.2499	8.0714	1356	0.8338	0.0179	0.8338	0.9131
0.2499	8.0833	1358	0.8285	0.0179	0.8285	0.9102
0.2499	8.0952	1360	0.8297	0.2029	0.8297	0.9109
0.2499	8.1071	1362	0.8400	0.2029	0.8400	0.9165
0.2499	8.1190	1364	0.8543	-0.2073	0.8543	0.9243
0.2499	8.1310	1366	0.8699	-0.2073	0.8699	0.9327
0.2499	8.1429	1368	0.8815	-0.2073	0.8815	0.9389
0.2499	8.1548	1370	0.8897	-0.2073	0.8897	0.9433
0.2499	8.1667	1372	0.8980	-0.2073	0.8980	0.9476
0.2499	8.1786	1374	0.9038	-0.4348	0.9038	0.9507
0.2499	8.1905	1376	0.9087	-0.4348	0.9087	0.9533
0.2499	8.2024	1378	0.9039	-0.4348	0.9039	0.9508
0.2499	8.2143	1380	0.9018	-0.4348	0.9018	0.9496
0.2499	8.2262	1382	0.8992	-0.4348	0.8992	0.9483
0.2499	8.2381	1384	0.8958	-0.3841	0.8958	0.9465
0.2499	8.25	1386	0.8946	-0.2073	0.8946	0.9458
0.2499	8.2619	1388	0.8962	-0.2073	0.8962	0.9467
0.2499	8.2738	1390	0.8891	-0.2073	0.8891	0.9429
0.2499	8.2857	1392	0.8843	-0.2073	0.8843	0.9404
0.2499	8.2976	1394	0.8822	-0.4348	0.8822	0.9392
0.2499	8.3095	1396	0.8837	-0.1440	0.8837	0.9401
0.2499	8.3214	1398	0.8930	0.0179	0.8930	0.9450
0.2499	8.3333	1400	0.8976	0.0179	0.8976	0.9474
0.2499	8.3452	1402	0.8946	0.0179	0.8946	0.9458
0.2499	8.3571	1404	0.8833	0.0179	0.8833	0.9398
0.2499	8.3690	1406	0.8744	-0.1440	0.8744	0.9351
0.2499	8.3810	1408	0.8772	-0.4348	0.8772	0.9366
0.2499	8.3929	1410	0.8881	-0.2073	0.8881	0.9424
0.2499	8.4048	1412	0.9018	-0.2073	0.9018	0.9496
0.2499	8.4167	1414	0.9100	-0.2073	0.9100	0.9539
0.2499	8.4286	1416	0.9160	-0.2073	0.9160	0.9571
0.2499	8.4405	1418	0.9214	-0.3841	0.9214	0.9599
0.2499	8.4524	1420	0.9251	-0.4348	0.9251	0.9618
0.2499	8.4643	1422	0.9120	-0.4348	0.9120	0.9550
0.2499	8.4762	1424	0.8965	-0.4348	0.8965	0.9468
0.2499	8.4881	1426	0.8783	-0.1440	0.8783	0.9372
0.2499	8.5	1428	0.8624	0.0179	0.8624	0.9287
0.2499	8.5119	1430	0.8461	0.0179	0.8461	0.9198
0.2499	8.5238	1432	0.8399	0.0179	0.8399	0.9165
0.2499	8.5357	1434	0.8370	0.0179	0.8370	0.9149
0.2499	8.5476	1436	0.8298	0.0179	0.8298	0.9109
0.2499	8.5595	1438	0.8248	0.3444	0.8248	0.9082
0.2499	8.5714	1440	0.8230	0.3444	0.8230	0.9072
0.2499	8.5833	1442	0.8232	0.3444	0.8232	0.9073
0.2499	8.5952	1444	0.8248	0.3444	0.8248	0.9082
0.2499	8.6071	1446	0.8290	0.0179	0.8290	0.9105
0.2499	8.6190	1448	0.8425	0.0179	0.8425	0.9179
0.2499	8.6310	1450	0.8515	0.0179	0.8515	0.9228
0.2499	8.6429	1452	0.8517	0.0179	0.8517	0.9229
0.2499	8.6548	1454	0.8459	0.0179	0.8459	0.9197
0.2499	8.6667	1456	0.8403	0.0179	0.8403	0.9167
0.2499	8.6786	1458	0.8388	0.0179	0.8388	0.9159
0.2499	8.6905	1460	0.8406	0.0179	0.8406	0.9168
0.2499	8.7024	1462	0.8418	0.0179	0.8418	0.9175
0.2499	8.7143	1464	0.8417	0.0179	0.8417	0.9175
0.2499	8.7262	1466	0.8449	0.0179	0.8449	0.9192
0.2499	8.7381	1468	0.8503	0.0179	0.8503	0.9221
0.2499	8.75	1470	0.8529	0.0179	0.8529	0.9235
0.2499	8.7619	1472	0.8533	0.0179	0.8533	0.9237
0.2499	8.7738	1474	0.8535	0.0179	0.8535	0.9239
0.2499	8.7857	1476	0.8517	0.0179	0.8517	0.9229
0.2499	8.7976	1478	0.8501	0.0179	0.8501	0.9220
0.2499	8.8095	1480	0.8514	0.0179	0.8514	0.9227
0.2499	8.8214	1482	0.8554	0.0179	0.8554	0.9249
0.2499	8.8333	1484	0.8616	0.0179	0.8616	0.9282
0.2499	8.8452	1486	0.8645	0.0179	0.8645	0.9298
0.2499	8.8571	1488	0.8669	0.0179	0.8669	0.9311
0.2499	8.8690	1490	0.8677	0.0179	0.8677	0.9315
0.2499	8.8810	1492	0.8702	0.0179	0.8702	0.9328
0.2499	8.8929	1494	0.8714	-0.1440	0.8714	0.9335
0.2499	8.9048	1496	0.8758	0.0530	0.8758	0.9358
0.2499	8.9167	1498	0.8820	-0.1440	0.8820	0.9392
0.1229	8.9286	1500	0.8880	-0.1440	0.8880	0.9423
0.1229	8.9405	1502	0.8927	-0.1440	0.8927	0.9448
0.1229	8.9524	1504	0.8999	-0.1440	0.8999	0.9486
0.1229	8.9643	1506	0.9063	-0.1440	0.9063	0.9520
0.1229	8.9762	1508	0.9119	-0.1440	0.9119	0.9550
0.1229	8.9881	1510	0.9124	-0.1440	0.9124	0.9552
0.1229	9.0	1512	0.9119	-0.1440	0.9119	0.9550
0.1229	9.0119	1514	0.9140	-0.1440	0.9140	0.9560
0.1229	9.0238	1516	0.9149	-0.1440	0.9149	0.9565
0.1229	9.0357	1518	0.9129	-0.1440	0.9129	0.9554
0.1229	9.0476	1520	0.9102	-0.1440	0.9102	0.9541
0.1229	9.0595	1522	0.9075	-0.1440	0.9075	0.9526
0.1229	9.0714	1524	0.9055	0.0530	0.9055	0.9516
0.1229	9.0833	1526	0.9044	0.1951	0.9044	0.9510
0.1229	9.0952	1528	0.8984	0.1951	0.8984	0.9479
0.1229	9.1071	1530	0.8959	0.1951	0.8959	0.9465
0.1229	9.1190	1532	0.8941	0.0530	0.8941	0.9456
0.1229	9.1310	1534	0.8932	-0.1440	0.8932	0.9451
0.1229	9.1429	1536	0.8948	-0.1440	0.8948	0.9459
0.1229	9.1548	1538	0.8989	-0.1440	0.8989	0.9481
0.1229	9.1667	1540	0.8989	-0.1440	0.8989	0.9481
0.1229	9.1786	1542	0.8950	-0.1440	0.8950	0.9460
0.1229	9.1905	1544	0.8917	-0.1440	0.8917	0.9443
0.1229	9.2024	1546	0.8891	-0.1440	0.8891	0.9429
0.1229	9.2143	1548	0.8849	-0.1440	0.8849	0.9407
0.1229	9.2262	1550	0.8825	-0.1440	0.8825	0.9394
0.1229	9.2381	1552	0.8818	-0.1440	0.8818	0.9390
0.1229	9.25	1554	0.8793	-0.1159	0.8793	0.9377
0.1229	9.2619	1556	0.8776	0.1951	0.8776	0.9368
0.1229	9.2738	1558	0.8769	0.1951	0.8769	0.9364
0.1229	9.2857	1560	0.8773	0.1951	0.8773	0.9367
0.1229	9.2976	1562	0.8794	0.0530	0.8794	0.9378
0.1229	9.3095	1564	0.8816	-0.1440	0.8816	0.9389
0.1229	9.3214	1566	0.8844	-0.1440	0.8844	0.9404
0.1229	9.3333	1568	0.8880	-0.1440	0.8880	0.9423
0.1229	9.3452	1570	0.8965	-0.1440	0.8965	0.9468
0.1229	9.3571	1572	0.9036	-0.1440	0.9036	0.9506
0.1229	9.3690	1574	0.9092	-0.1440	0.9092	0.9535
0.1229	9.3810	1576	0.9157	-0.1440	0.9157	0.9569
0.1229	9.3929	1578	0.9217	-0.1440	0.9217	0.9600
0.1229	9.4048	1580	0.9250	-0.1440	0.9250	0.9618
0.1229	9.4167	1582	0.9246	-0.1440	0.9246	0.9616
0.1229	9.4286	1584	0.9237	-0.1440	0.9237	0.9611
0.1229	9.4405	1586	0.9235	-0.1440	0.9235	0.9610
0.1229	9.4524	1588	0.9230	-0.1440	0.9230	0.9607
0.1229	9.4643	1590	0.9227	-0.1440	0.9227	0.9606
0.1229	9.4762	1592	0.9214	-0.1440	0.9214	0.9599
0.1229	9.4881	1594	0.9207	-0.1440	0.9207	0.9595
0.1229	9.5	1596	0.9208	-0.1440	0.9208	0.9596
0.1229	9.5119	1598	0.9218	-0.1440	0.9218	0.9601
0.1229	9.5238	1600	0.9241	-0.1440	0.9241	0.9613
0.1229	9.5357	1602	0.9239	-0.1440	0.9239	0.9612
0.1229	9.5476	1604	0.9238	-0.1440	0.9238	0.9611
0.1229	9.5595	1606	0.9236	-0.1440	0.9236	0.9610
0.1229	9.5714	1608	0.9245	-0.1440	0.9245	0.9615
0.1229	9.5833	1610	0.9241	-0.1440	0.9241	0.9613
0.1229	9.5952	1612	0.9225	-0.1440	0.9225	0.9605
0.1229	9.6071	1614	0.9208	-0.1440	0.9208	0.9596
0.1229	9.6190	1616	0.9186	-0.1440	0.9186	0.9585
0.1229	9.6310	1618	0.9166	-0.1440	0.9166	0.9574
0.1229	9.6429	1620	0.9151	-0.1440	0.9151	0.9566
0.1229	9.6548	1622	0.9139	-0.1440	0.9139	0.9560
0.1229	9.6667	1624	0.9136	-0.1440	0.9136	0.9558
0.1229	9.6786	1626	0.9135	-0.1440	0.9135	0.9558
0.1229	9.6905	1628	0.9142	-0.1440	0.9142	0.9561
0.1229	9.7024	1630	0.9144	-0.1440	0.9144	0.9562
0.1229	9.7143	1632	0.9143	-0.1440	0.9143	0.9562
0.1229	9.7262	1634	0.9130	-0.1440	0.9130	0.9555
0.1229	9.7381	1636	0.9117	-0.1440	0.9117	0.9548
0.1229	9.75	1638	0.9103	-0.1440	0.9103	0.9541
0.1229	9.7619	1640	0.9091	-0.1440	0.9091	0.9535
0.1229	9.7738	1642	0.9077	-0.1440	0.9077	0.9528
0.1229	9.7857	1644	0.9050	-0.1440	0.9050	0.9513
0.1229	9.7976	1646	0.9030	-0.1440	0.9030	0.9502
0.1229	9.8095	1648	0.9018	-0.1440	0.9018	0.9496
0.1229	9.8214	1650	0.9009	-0.1440	0.9009	0.9491
0.1229	9.8333	1652	0.8999	-0.1440	0.8999	0.9486
0.1229	9.8452	1654	0.8989	-0.1440	0.8989	0.9481
0.1229	9.8571	1656	0.8974	-0.1440	0.8974	0.9473
0.1229	9.8690	1658	0.8958	-0.1440	0.8958	0.9465
0.1229	9.8810	1660	0.8945	-0.1440	0.8945	0.9458
0.1229	9.8929	1662	0.8932	-0.1440	0.8932	0.9451
0.1229	9.9048	1664	0.8921	-0.1440	0.8921	0.9445
0.1229	9.9167	1666	0.8912	-0.1440	0.8912	0.9440
0.1229	9.9286	1668	0.8903	-0.1440	0.8903	0.9436
0.1229	9.9405	1670	0.8899	-0.1440	0.8899	0.9433
0.1229	9.9524	1672	0.8895	-0.1440	0.8895	0.9431
0.1229	9.9643	1674	0.8894	-0.1440	0.8894	0.9431
0.1229	9.9762	1676	0.8893	-0.1440	0.8893	0.9430
0.1229	9.9881	1678	0.8893	-0.1440	0.8893	0.9430
0.1229	10.0	1680	0.8893	-0.1440	0.8893	0.9430

Framework versions

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