Arabic_FineTuningAraBERT_AugV5_k30_task3_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k30_task3_organization_fold0

Arabic_FineTuningAraBERT_AugV5_k30_task3_organization_fold0 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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1.6 GB on disk

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 25, 2024
Updated: Nov 25, 2024
SHA: 58812577

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV5_k30_task3_organization_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: 1.1529
Qwk: -0.0927
Mse: 1.1529
Rmse: 1.0737

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	0.0138	2	4.3800	-0.0072	4.3800	2.0928
No log	0.0276	4	2.3540	-0.0722	2.3540	1.5343
No log	0.0414	6	1.4238	-0.0087	1.4238	1.1932
No log	0.0552	8	2.4354	0.0	2.4354	1.5606
No log	0.0690	10	3.3928	-0.0815	3.3928	1.8420
No log	0.0828	12	2.1186	0.0	2.1186	1.4555
No log	0.0966	14	1.5550	0.0	1.5550	1.2470
No log	0.1103	16	1.4808	-0.1048	1.4808	1.2169
No log	0.1241	18	1.8740	0.0	1.8740	1.3690
No log	0.1379	20	1.6607	0.0	1.6607	1.2887
No log	0.1517	22	1.5322	0.0	1.5322	1.2378
No log	0.1655	24	1.2767	0.0873	1.2767	1.1299
No log	0.1793	26	1.0164	0.0	1.0164	1.0082
No log	0.1931	28	0.8642	0.0	0.8642	0.9296
No log	0.2069	30	0.9709	0.2143	0.9709	0.9854
No log	0.2207	32	0.9821	0.2143	0.9821	0.9910
No log	0.2345	34	1.3583	0.0	1.3583	1.1655
No log	0.2483	36	1.5084	0.0	1.5084	1.2282
No log	0.2621	38	1.2965	0.0873	1.2965	1.1386
No log	0.2759	40	1.1208	-0.1159	1.1208	1.0587
No log	0.2897	42	1.1061	-0.1159	1.1061	1.0517
No log	0.3034	44	1.1524	-0.1159	1.1524	1.0735
No log	0.3172	46	1.3171	0.0	1.3171	1.1477
No log	0.3310	48	1.5476	0.0	1.5476	1.2440
No log	0.3448	50	1.7155	0.0	1.7155	1.3098
No log	0.3586	52	1.6192	0.0	1.6192	1.2725
No log	0.3724	54	1.5089	0.0	1.5089	1.2284
No log	0.3862	56	1.5269	0.0	1.5269	1.2357
No log	0.4	58	1.8045	0.0	1.8045	1.3433
No log	0.4138	60	1.9218	0.0	1.9218	1.3863
No log	0.4276	62	1.7503	0.0	1.7503	1.3230
No log	0.4414	64	1.4438	0.0	1.4438	1.2016
No log	0.4552	66	1.1743	-0.1159	1.1743	1.0836
No log	0.4690	68	1.0968	-0.1159	1.0968	1.0473
No log	0.4828	70	1.1649	0.0530	1.1649	1.0793
No log	0.4966	72	1.3465	0.0873	1.3465	1.1604
No log	0.5103	74	1.6624	0.0	1.6624	1.2893
No log	0.5241	76	1.7077	0.0	1.7077	1.3068
No log	0.5379	78	1.5125	0.0	1.5125	1.2299
No log	0.5517	80	1.2846	0.0737	1.2846	1.1334
No log	0.5655	82	1.0513	0.0530	1.0513	1.0253
No log	0.5793	84	0.9464	0.0	0.9464	0.9728
No log	0.5931	86	0.9699	0.0	0.9699	0.9848
No log	0.6069	88	1.0345	0.0320	1.0345	1.0171
No log	0.6207	90	1.0179	0.0435	1.0179	1.0089
No log	0.6345	92	0.9228	0.3623	0.9228	0.9606
No log	0.6483	94	0.8921	0.3623	0.8921	0.9445
No log	0.6621	96	0.9123	0.3623	0.9123	0.9551
No log	0.6759	98	0.9269	0.3623	0.9269	0.9628
No log	0.6897	100	0.9427	0.3623	0.9427	0.9709
No log	0.7034	102	0.9845	0.3623	0.9845	0.9922
No log	0.7172	104	1.0126	0.0530	1.0126	1.0063
No log	0.7310	106	0.9905	0.0530	0.9905	0.9952
No log	0.7448	108	0.9382	0.3623	0.9382	0.9686
No log	0.7586	110	0.8424	0.2080	0.8424	0.9178
No log	0.7724	112	0.8013	0.2143	0.8013	0.8952
No log	0.7862	114	0.7891	0.0	0.7891	0.8883
No log	0.8	116	0.7868	0.0	0.7868	0.8870
No log	0.8138	118	0.7913	0.0	0.7913	0.8896
No log	0.8276	120	0.9041	-0.1159	0.9041	0.9508
No log	0.8414	122	1.0737	0.0530	1.0737	1.0362
No log	0.8552	124	1.0001	0.0530	1.0001	1.0001
No log	0.8690	126	0.8899	0.0	0.8899	0.9433
No log	0.8828	128	0.8810	0.0	0.8810	0.9386
No log	0.8966	130	0.8820	0.0	0.8820	0.9391
No log	0.9103	132	0.8868	0.0	0.8868	0.9417
No log	0.9241	134	0.9192	-0.1159	0.9192	0.9587
No log	0.9379	136	0.9018	-0.1159	0.9018	0.9496
No log	0.9517	138	0.8307	0.2143	0.8307	0.9114
No log	0.9655	140	0.8261	0.2143	0.8261	0.9089
No log	0.9793	142	0.8286	0.2143	0.8286	0.9103
No log	0.9931	144	0.9230	-0.1159	0.9230	0.9607
No log	1.0069	146	1.0254	0.0530	1.0254	1.0126
No log	1.0207	148	0.9932	-0.1159	0.9932	0.9966
No log	1.0345	150	0.8704	0.2080	0.8704	0.9329
No log	1.0483	152	0.8232	0.2143	0.8232	0.9073
No log	1.0621	154	0.8140	0.3636	0.8140	0.9022
No log	1.0759	156	0.8406	0.2143	0.8406	0.9168
No log	1.0897	158	0.9177	-0.1440	0.9177	0.9580
No log	1.1034	160	0.8723	0.3231	0.8723	0.9340
No log	1.1172	162	0.9079	0.1270	0.9079	0.9528
No log	1.1310	164	0.9634	-0.0593	0.9634	0.9815
No log	1.1448	166	0.9578	-0.0593	0.9578	0.9787
No log	1.1586	168	0.9055	0.2878	0.9055	0.9516
No log	1.1724	170	1.0659	-0.0927	1.0659	1.0324
No log	1.1862	172	1.2559	-0.0927	1.2559	1.1207
No log	1.2	174	1.0521	-0.0927	1.0521	1.0257
No log	1.2138	176	0.8741	0.3231	0.8741	0.9349
No log	1.2276	178	0.8703	0.3231	0.8703	0.9329
No log	1.2414	180	0.9103	0.2080	0.9103	0.9541
No log	1.2552	182	0.8567	0.3231	0.8567	0.9256
No log	1.2690	184	0.9008	0.2080	0.9008	0.9491
No log	1.2828	186	0.9253	0.2080	0.9253	0.9619
No log	1.2966	188	0.8861	0.2080	0.8861	0.9413
No log	1.3103	190	0.7654	0.0179	0.7654	0.8749
No log	1.3241	192	0.7661	0.2080	0.7661	0.8753
No log	1.3379	194	0.8050	0.2080	0.8050	0.8972
No log	1.3517	196	0.9767	-0.1224	0.9767	0.9883
No log	1.3655	198	0.8673	0.1791	0.8673	0.9313
No log	1.3793	200	0.7721	0.2878	0.7721	0.8787
No log	1.3931	202	0.7914	0.2878	0.7914	0.8896
No log	1.4069	204	0.8957	0.2763	0.8957	0.9464
No log	1.4207	206	1.3483	0.1921	1.3483	1.1611
No log	1.4345	208	1.2996	0.1720	1.2996	1.1400
No log	1.4483	210	0.9352	0.2667	0.9352	0.9671
No log	1.4621	212	0.9428	0.1037	0.9428	0.9710
No log	1.4759	214	0.9893	0.0833	0.9893	0.9947
No log	1.4897	216	0.7525	0.1270	0.7525	0.8675
No log	1.5034	218	0.8924	0.3444	0.8924	0.9447
No log	1.5172	220	1.2542	0.0788	1.2542	1.1199
No log	1.5310	222	1.0697	0.1895	1.0697	1.0343
No log	1.5448	224	0.8301	0.2080	0.8301	0.9111
No log	1.5586	226	0.7147	0.2143	0.7147	0.8454
No log	1.5724	228	0.7109	0.3231	0.7109	0.8431
No log	1.5862	230	0.7460	0.1270	0.7460	0.8637
No log	1.6	232	0.7309	0.1538	0.7309	0.8549
No log	1.6138	234	0.7751	0.2143	0.7751	0.8804
No log	1.6276	236	0.9248	0.2029	0.9248	0.9616
No log	1.6414	238	0.8749	0.2029	0.8749	0.9354
No log	1.6552	240	0.7377	0.2143	0.7377	0.8589
No log	1.6690	242	0.7468	0.1538	0.7468	0.8642
No log	1.6828	244	0.7312	-0.0185	0.7312	0.8551
No log	1.6966	246	0.7481	0.2080	0.7481	0.8649
No log	1.7103	248	0.9317	0.2029	0.9317	0.9652
No log	1.7241	250	0.8827	0.2029	0.8827	0.9395
No log	1.7379	252	0.7142	0.2143	0.7142	0.8451
No log	1.7517	254	0.7266	0.0	0.7266	0.8524
No log	1.7655	256	0.7337	0.0	0.7337	0.8566
No log	1.7793	258	0.7137	0.0	0.7137	0.8448
No log	1.7931	260	0.7089	0.2143	0.7089	0.8419
No log	1.8069	262	0.7040	0.0	0.7040	0.8390
No log	1.8207	264	0.7337	-0.0185	0.7337	0.8566
No log	1.8345	266	0.7630	-0.0185	0.7630	0.8735
No log	1.8483	268	0.7739	-0.0185	0.7739	0.8797
No log	1.8621	270	0.7534	-0.0185	0.7534	0.8680
No log	1.8759	272	0.7483	-0.0185	0.7483	0.8651
No log	1.8897	274	0.8482	0.2029	0.8482	0.9210
No log	1.9034	276	0.8476	0.2029	0.8476	0.9207
No log	1.9172	278	0.7575	0.0	0.7575	0.8703
No log	1.9310	280	0.7471	0.1270	0.7471	0.8644
No log	1.9448	282	0.7628	0.1270	0.7628	0.8734
No log	1.9586	284	0.7451	0.1270	0.7451	0.8632
No log	1.9724	286	0.7444	0.3433	0.7444	0.8628
No log	1.9862	288	0.7753	0.2080	0.7753	0.8805
No log	2.0	290	0.7421	0.2080	0.7421	0.8614
No log	2.0138	292	0.7299	0.2143	0.7299	0.8544
No log	2.0276	294	0.7200	0.0	0.7200	0.8486
No log	2.0414	296	0.7244	0.0	0.7244	0.8511
No log	2.0552	298	0.7613	0.0179	0.7613	0.8725
No log	2.0690	300	0.8788	0.2029	0.8788	0.9374
No log	2.0828	302	0.8615	0.2029	0.8615	0.9282
No log	2.0966	304	0.7672	0.0	0.7672	0.8759
No log	2.1103	306	0.7401	0.0	0.7401	0.8603
No log	2.1241	308	0.7582	0.0	0.7582	0.8708
No log	2.1379	310	0.7641	0.0	0.7641	0.8741
No log	2.1517	312	0.7679	0.0	0.7679	0.8763
No log	2.1655	314	0.9326	0.2029	0.9326	0.9657
No log	2.1793	316	1.0661	0.2029	1.0661	1.0325
No log	2.1931	318	1.0467	0.2029	1.0467	1.0231
No log	2.2069	320	0.9104	0.0320	0.9104	0.9542
No log	2.2207	322	0.8685	0.0179	0.8685	0.9320
No log	2.2345	324	0.8486	0.1538	0.8486	0.9212
No log	2.2483	326	0.8777	0.1270	0.8777	0.9369
No log	2.2621	328	0.9891	0.0435	0.9891	0.9946
No log	2.2759	330	1.1034	-0.1808	1.1034	1.0504
No log	2.2897	332	1.1085	0.1987	1.1085	1.0528
No log	2.3034	334	1.0092	0.2584	1.0092	1.0046
No log	2.3172	336	0.8689	0.1270	0.8689	0.9322
No log	2.3310	338	0.8353	0.1270	0.8353	0.9139
No log	2.3448	340	0.8611	0.1270	0.8611	0.9280
No log	2.3586	342	0.8332	0.1538	0.8332	0.9128
No log	2.3724	344	0.7891	-0.0185	0.7891	0.8883
No log	2.3862	346	0.8823	0.2080	0.8823	0.9393
No log	2.4	348	0.9395	0.2080	0.9395	0.9693
No log	2.4138	350	0.9209	0.2080	0.9209	0.9597
No log	2.4276	352	0.8515	0.0	0.8515	0.9227
No log	2.4414	354	0.8957	0.0	0.8957	0.9464
No log	2.4552	356	0.9649	0.2029	0.9649	0.9823
No log	2.4690	358	1.0001	0.0610	1.0001	1.0000
No log	2.4828	360	0.9548	0.0	0.9548	0.9772
No log	2.4966	362	0.9418	-0.1493	0.9418	0.9705
No log	2.5103	364	0.9893	0.0610	0.9893	0.9946
No log	2.5241	366	1.0219	0.0610	1.0219	1.0109
No log	2.5379	368	1.1871	0.1921	1.1871	1.0895
No log	2.5517	370	1.2125	0.1921	1.2125	1.1011
No log	2.5655	372	1.0953	0.0610	1.0953	1.0466
No log	2.5793	374	0.9460	0.0530	0.9460	0.9726
No log	2.5931	376	0.8645	0.0179	0.8645	0.9298
No log	2.6069	378	0.8526	0.0179	0.8526	0.9234
No log	2.6207	380	0.8915	0.0320	0.8915	0.9442
No log	2.6345	382	0.8761	0.0320	0.8761	0.9360
No log	2.6483	384	0.8407	0.0179	0.8407	0.9169
No log	2.6621	386	0.8172	0.0	0.8172	0.9040
No log	2.6759	388	0.8118	-0.0185	0.8118	0.9010
No log	2.6897	390	0.8103	0.0	0.8103	0.9002
No log	2.7034	392	0.8052	0.0	0.8052	0.8973
No log	2.7172	394	0.8037	-0.0185	0.8037	0.8965
No log	2.7310	396	0.8075	0.0	0.8075	0.8986
No log	2.7448	398	0.8103	0.0149	0.8103	0.9002
No log	2.7586	400	0.7931	0.1538	0.7931	0.8905
No log	2.7724	402	0.8138	0.1270	0.8138	0.9021
No log	2.7862	404	0.7799	0.1538	0.7799	0.8831
No log	2.8	406	0.7632	-0.0185	0.7632	0.8736
No log	2.8138	408	0.7631	-0.0185	0.7631	0.8736
No log	2.8276	410	0.7823	-0.0185	0.7823	0.8845
No log	2.8414	412	0.8210	0.1538	0.8210	0.9061
No log	2.8552	414	0.7917	-0.0185	0.7917	0.8898
No log	2.8690	416	0.7705	0.0	0.7705	0.8778
No log	2.8828	418	0.7814	0.0	0.7814	0.8839
No log	2.8966	420	0.7809	0.0	0.7809	0.8837
No log	2.9103	422	0.7812	0.0	0.7812	0.8838
No log	2.9241	424	0.8022	-0.0185	0.8022	0.8956
No log	2.9379	426	0.7877	0.0	0.7877	0.8875
No log	2.9517	428	0.7603	0.0	0.7603	0.8720
No log	2.9655	430	0.7605	0.0	0.7605	0.8721
No log	2.9793	432	0.7640	0.0	0.7640	0.8741
No log	2.9931	434	0.7500	0.0	0.7500	0.8660
No log	3.0069	436	0.7652	0.0	0.7652	0.8748
No log	3.0207	438	0.7688	0.0	0.7688	0.8768
No log	3.0345	440	0.7830	0.0	0.7830	0.8848
No log	3.0483	442	0.8788	0.0320	0.8788	0.9374
No log	3.0621	444	0.9149	0.0320	0.9149	0.9565
No log	3.0759	446	0.9018	0.0320	0.9018	0.9496
No log	3.0897	448	0.9284	0.0320	0.9284	0.9635
No log	3.1034	450	0.9529	0.0320	0.9529	0.9762
No log	3.1172	452	0.9590	0.0320	0.9590	0.9793
No log	3.1310	454	0.8779	0.0320	0.8779	0.9369
No log	3.1448	456	0.8619	0.0320	0.8619	0.9284
No log	3.1586	458	0.8329	0.0	0.8329	0.9126
No log	3.1724	460	0.8360	0.0	0.8360	0.9143
No log	3.1862	462	0.9018	0.0320	0.9018	0.9496
No log	3.2	464	1.0618	0.0610	1.0618	1.0304
No log	3.2138	466	1.2150	0.1921	1.2150	1.1023
No log	3.2276	468	1.1807	0.1921	1.1807	1.0866
No log	3.2414	470	1.0041	0.0610	1.0041	1.0020
No log	3.2552	472	0.8783	0.0179	0.8783	0.9372
No log	3.2690	474	0.8454	0.1270	0.8454	0.9195
No log	3.2828	476	0.8460	0.1270	0.8460	0.9198
No log	3.2966	478	0.8682	-0.0185	0.8682	0.9318
No log	3.3103	480	0.9532	0.0610	0.9532	0.9763
No log	3.3241	482	1.0132	0.0610	1.0132	1.0066
No log	3.3379	484	0.9957	0.0610	0.9957	0.9978
No log	3.3517	486	0.8740	0.1791	0.8740	0.9349
No log	3.3655	488	0.8196	0.1270	0.8196	0.9053
No log	3.3793	490	0.8066	-0.0185	0.8066	0.8981
No log	3.3931	492	0.8170	0.1818	0.8170	0.9039
No log	3.4069	494	0.7965	0.1818	0.7965	0.8924
No log	3.4207	496	0.7852	0.3231	0.7852	0.8861
No log	3.4345	498	0.7950	0.1791	0.7950	0.8916
0.4279	3.4483	500	0.8033	0.2949	0.8033	0.8963
0.4279	3.4621	502	0.7989	0.2667	0.7989	0.8938
0.4279	3.4759	504	0.7886	0.2763	0.7886	0.8880
0.4279	3.4897	506	0.7890	0.2949	0.7890	0.8882
0.4279	3.5034	508	0.7856	0.1769	0.7856	0.8864
0.4279	3.5172	510	0.8125	0.2029	0.8125	0.9014
0.4279	3.5310	512	0.8669	0.2029	0.8669	0.9311
0.4279	3.5448	514	0.9419	0.2029	0.9419	0.9705
0.4279	3.5586	516	1.0561	0.1987	1.0561	1.0276
0.4279	3.5724	518	1.0222	0.0530	1.0222	1.0110
0.4279	3.5862	520	0.9673	0.0530	0.9673	0.9835
0.4279	3.6	522	0.9547	0.0530	0.9547	0.9771
0.4279	3.6138	524	1.0174	0.0530	1.0174	1.0087
0.4279	3.6276	526	1.0821	0.0610	1.0821	1.0403
0.4279	3.6414	528	1.1288	0.0610	1.1288	1.0625
0.4279	3.6552	530	1.2216	0.1921	1.2216	1.1052
0.4279	3.6690	532	1.1583	0.0610	1.1583	1.0762
0.4279	3.6828	534	1.0739	0.0530	1.0739	1.0363
0.4279	3.6966	536	1.1053	0.0610	1.1053	1.0513
0.4279	3.7103	538	1.1206	0.0610	1.1206	1.0586
0.4279	3.7241	540	1.1629	0.0610	1.1629	1.0784
0.4279	3.7379	542	1.1923	0.1921	1.1923	1.0919
0.4279	3.7517	544	1.0950	0.0610	1.0950	1.0464
0.4279	3.7655	546	1.0142	0.0530	1.0142	1.0071
0.4279	3.7793	548	1.0166	0.0530	1.0166	1.0082
0.4279	3.7931	550	0.9908	0.0375	0.9908	0.9954
0.4279	3.8069	552	0.9837	0.0272	0.9837	0.9918
0.4279	3.8207	554	1.0083	0.0375	1.0083	1.0041
0.4279	3.8345	556	1.0294	0.0530	1.0294	1.0146
0.4279	3.8483	558	1.0268	0.0610	1.0268	1.0133
0.4279	3.8621	560	0.9950	-0.1159	0.9950	0.9975
0.4279	3.8759	562	1.0077	-0.1159	1.0077	1.0038
0.4279	3.8897	564	1.0652	0.0610	1.0652	1.0321
0.4279	3.9034	566	1.0442	0.0610	1.0442	1.0219
0.4279	3.9172	568	0.9749	-0.1786	0.9749	0.9874
0.4279	3.9310	570	0.9621	-0.1818	0.9621	0.9809
0.4279	3.9448	572	0.9697	-0.1818	0.9697	0.9848
0.4279	3.9586	574	1.0112	-0.1159	1.0112	1.0056
0.4279	3.9724	576	1.1413	0.0610	1.1413	1.0683
0.4279	3.9862	578	1.2202	0.0610	1.2202	1.1046
0.4279	4.0	580	1.1648	0.0610	1.1648	1.0792
0.4279	4.0138	582	1.0804	0.0610	1.0804	1.0394
0.4279	4.0276	584	1.0558	0.0610	1.0558	1.0275
0.4279	4.0414	586	1.0692	0.0610	1.0692	1.0340
0.4279	4.0552	588	1.0836	0.0610	1.0836	1.0410
0.4279	4.0690	590	1.0455	0.0610	1.0455	1.0225
0.4279	4.0828	592	1.0127	0.0375	1.0127	1.0063
0.4279	4.0966	594	1.0098	0.0375	1.0098	1.0049
0.4279	4.1103	596	1.0262	0.0375	1.0262	1.0130
0.4279	4.1241	598	0.9955	0.0375	0.9955	0.9977
0.4279	4.1379	600	0.9736	0.0375	0.9736	0.9867
0.4279	4.1517	602	0.9789	0.0530	0.9789	0.9894
0.4279	4.1655	604	0.9582	0.0530	0.9582	0.9789
0.4279	4.1793	606	0.9390	0.0530	0.9390	0.9690
0.4279	4.1931	608	0.9236	0.0530	0.9236	0.9610
0.4279	4.2069	610	0.9379	0.0530	0.9379	0.9685
0.4279	4.2207	612	0.9450	0.0530	0.9450	0.9721
0.4279	4.2345	614	0.8983	0.0435	0.8983	0.9478
0.4279	4.2483	616	0.8724	-0.1440	0.8724	0.9340
0.4279	4.2621	618	0.8848	0.0435	0.8848	0.9406
0.4279	4.2759	620	0.9571	0.0435	0.9571	0.9783
0.4279	4.2897	622	1.0785	0.0610	1.0785	1.0385
0.4279	4.3034	624	1.1633	0.1921	1.1633	1.0786
0.4279	4.3172	626	1.2829	0.1921	1.2829	1.1327
0.4279	4.3310	628	1.2322	0.1921	1.2322	1.1101
0.4279	4.3448	630	1.0387	0.0530	1.0387	1.0192
0.4279	4.3586	632	0.9101	0.0	0.9101	0.9540
0.4279	4.3724	634	0.8971	0.0	0.8971	0.9471
0.4279	4.3862	636	0.9048	0.0	0.9048	0.9512
0.4279	4.4	638	0.9448	0.0179	0.9448	0.9720
0.4279	4.4138	640	1.0068	0.0435	1.0068	1.0034
0.4279	4.4276	642	1.2055	-0.0565	1.2055	1.0979
0.4279	4.4414	644	1.3086	0.0737	1.3086	1.1440
0.4279	4.4552	646	1.2052	0.0610	1.2052	1.0978
0.4279	4.4690	648	1.0426	-0.1493	1.0426	1.0211
0.4279	4.4828	650	1.0263	-0.1493	1.0263	1.0130
0.4279	4.4966	652	1.0440	-0.1493	1.0440	1.0218
0.4279	4.5103	654	1.1652	0.0610	1.1652	1.0794
0.4279	4.5241	656	1.1864	0.0610	1.1864	1.0892
0.4279	4.5379	658	1.1910	0.0610	1.1910	1.0913
0.4279	4.5517	660	1.1122	0.0530	1.1122	1.0546
0.4279	4.5655	662	1.0285	-0.1440	1.0285	1.0142
0.4279	4.5793	664	1.0361	-0.1440	1.0361	1.0179
0.4279	4.5931	666	1.0381	-0.1440	1.0381	1.0189
0.4279	4.6069	668	1.0336	-0.1440	1.0336	1.0167
0.4279	4.6207	670	1.0454	-0.1440	1.0454	1.0224
0.4279	4.6345	672	1.1337	0.0610	1.1337	1.0648
0.4279	4.6483	674	1.2372	0.0610	1.2372	1.1123
0.4279	4.6621	676	1.1774	0.0610	1.1774	1.0851
0.4279	4.6759	678	1.0993	0.0610	1.0993	1.0485
0.4279	4.6897	680	1.0540	0.0530	1.0540	1.0266
0.4279	4.7034	682	1.0649	0.0530	1.0649	1.0320
0.4279	4.7172	684	1.1260	0.0610	1.1260	1.0611
0.4279	4.7310	686	1.1500	0.0610	1.1500	1.0724
0.4279	4.7448	688	1.1008	0.0610	1.1008	1.0492
0.4279	4.7586	690	1.0401	-0.1440	1.0401	1.0199
0.4279	4.7724	692	1.0396	-0.1440	1.0396	1.0196
0.4279	4.7862	694	1.0924	0.0610	1.0924	1.0452
0.4279	4.8	696	1.1834	0.0610	1.1834	1.0878
0.4279	4.8138	698	1.2486	0.1921	1.2486	1.1174
0.4279	4.8276	700	1.2306	0.1921	1.2306	1.1093
0.4279	4.8414	702	1.1124	0.0610	1.1124	1.0547
0.4279	4.8552	704	0.9866	-0.1440	0.9866	0.9933
0.4279	4.8690	706	0.9543	-0.1440	0.9543	0.9769
0.4279	4.8828	708	0.9494	-0.1818	0.9494	0.9743
0.4279	4.8966	710	0.9468	-0.1440	0.9468	0.9730
0.4279	4.9103	712	0.9562	-0.1440	0.9562	0.9779
0.4279	4.9241	714	1.0045	0.0530	1.0045	1.0023
0.4279	4.9379	716	1.0262	0.0530	1.0262	1.0130
0.4279	4.9517	718	1.0023	0.0530	1.0023	1.0012
0.4279	4.9655	720	0.9611	-0.1440	0.9611	0.9803
0.4279	4.9793	722	0.9324	-0.1440	0.9324	0.9656
0.4279	4.9931	724	0.9350	-0.1440	0.9350	0.9669
0.4279	5.0069	726	0.9487	-0.1440	0.9487	0.9740
0.4279	5.0207	728	0.9748	-0.1440	0.9748	0.9873
0.4279	5.0345	730	0.9894	-0.1440	0.9894	0.9947
0.4279	5.0483	732	1.0042	-0.1440	1.0042	1.0021
0.4279	5.0621	734	1.0204	0.0435	1.0204	1.0102
0.4279	5.0759	736	1.0062	-0.1440	1.0062	1.0031
0.4279	5.0897	738	0.9826	-0.1440	0.9826	0.9912
0.4279	5.1034	740	0.9786	-0.1440	0.9786	0.9893
0.4279	5.1172	742	0.9762	-0.1440	0.9762	0.9880
0.4279	5.1310	744	0.9975	-0.1440	0.9975	0.9987
0.4279	5.1448	746	1.0379	0.0435	1.0379	1.0188
0.4279	5.1586	748	1.0334	-0.1440	1.0334	1.0166
0.4279	5.1724	750	1.0010	-0.1440	1.0010	1.0005
0.4279	5.1862	752	0.9827	-0.1440	0.9827	0.9913
0.4279	5.2	754	0.9917	-0.1440	0.9917	0.9958
0.4279	5.2138	756	1.0245	-0.1786	1.0245	1.0122
0.4279	5.2276	758	1.0635	-0.1818	1.0635	1.0313
0.4279	5.2414	760	1.0781	-0.1818	1.0781	1.0383
0.4279	5.2552	762	1.0971	-0.1493	1.0971	1.0474
0.4279	5.2690	764	1.1353	-0.0927	1.1353	1.0655
0.4279	5.2828	766	1.1191	0.0610	1.1191	1.0579
0.4279	5.2966	768	1.0578	-0.1493	1.0578	1.0285
0.4279	5.3103	770	1.0286	-0.1493	1.0286	1.0142
0.4279	5.3241	772	1.0394	-0.1818	1.0394	1.0195
0.4279	5.3379	774	1.0420	-0.1818	1.0420	1.0208
0.4279	5.3517	776	1.0448	-0.1818	1.0448	1.0222
0.4279	5.3655	778	1.0291	-0.1440	1.0291	1.0144
0.4279	5.3793	780	1.0268	-0.1440	1.0268	1.0133
0.4279	5.3931	782	1.0151	-0.1440	1.0151	1.0075
0.4279	5.4069	784	1.0024	-0.1440	1.0024	1.0012
0.4279	5.4207	786	1.0041	-0.1786	1.0041	1.0020
0.4279	5.4345	788	1.0093	-0.1786	1.0093	1.0047
0.4279	5.4483	790	1.0284	-0.1440	1.0284	1.0141
0.4279	5.4621	792	1.0376	-0.1440	1.0376	1.0186
0.4279	5.4759	794	1.0424	-0.1440	1.0424	1.0210
0.4279	5.4897	796	1.1031	-0.1159	1.1031	1.0503
0.4279	5.5034	798	1.1558	0.0610	1.1558	1.0751
0.4279	5.5172	800	1.2270	0.0610	1.2270	1.1077
0.4279	5.5310	802	1.3159	0.0737	1.3159	1.1471
0.4279	5.5448	804	1.3091	-0.0565	1.3091	1.1441
0.4279	5.5586	806	1.2158	0.0610	1.2158	1.1027
0.4279	5.5724	808	1.1623	0.0610	1.1623	1.0781
0.4279	5.5862	810	1.1674	0.0610	1.1674	1.0804
0.4279	5.6	812	1.2021	0.0610	1.2021	1.0964
0.4279	5.6138	814	1.2120	0.0610	1.2120	1.1009
0.4279	5.6276	816	1.1683	0.0610	1.1683	1.0809
0.4279	5.6414	818	1.1050	-0.1159	1.1050	1.0512
0.4279	5.6552	820	1.1130	-0.1493	1.1130	1.0550
0.4279	5.6690	822	1.1048	-0.1538	1.1048	1.0511
0.4279	5.6828	824	1.0620	-0.1493	1.0620	1.0305
0.4279	5.6966	826	1.0192	-0.1440	1.0192	1.0095
0.4279	5.7103	828	0.9802	-0.1440	0.9802	0.9901
0.4279	5.7241	830	0.9519	-0.1440	0.9519	0.9756
0.4279	5.7379	832	0.9346	-0.1440	0.9346	0.9668
0.4279	5.7517	834	0.9456	-0.1440	0.9456	0.9724
0.4279	5.7655	836	0.9905	0.0435	0.9905	0.9953
0.4279	5.7793	838	0.9936	-0.1440	0.9936	0.9968
0.4279	5.7931	840	0.9647	-0.1440	0.9647	0.9822
0.4279	5.8069	842	0.9600	-0.1786	0.9600	0.9798
0.4279	5.8207	844	0.9657	-0.1786	0.9657	0.9827
0.4279	5.8345	846	0.9671	-0.1786	0.9671	0.9834
0.4279	5.8483	848	0.9569	-0.1786	0.9569	0.9782
0.4279	5.8621	850	0.9633	-0.1786	0.9633	0.9815
0.4279	5.8759	852	1.0174	0.0435	1.0174	1.0086
0.4279	5.8897	854	1.0677	0.0530	1.0677	1.0333
0.4279	5.9034	856	1.1105	0.0530	1.1105	1.0538
0.4279	5.9172	858	1.1009	0.0530	1.1009	1.0492
0.4279	5.9310	860	1.0843	0.0530	1.0843	1.0413
0.4279	5.9448	862	1.0668	0.0435	1.0668	1.0329
0.4279	5.9586	864	1.0377	-0.1440	1.0377	1.0187
0.4279	5.9724	866	1.0193	-0.1440	1.0193	1.0096
0.4279	5.9862	868	1.0270	0.0435	1.0270	1.0134
0.4279	6.0	870	1.0947	0.0530	1.0947	1.0463
0.4279	6.0138	872	1.2172	0.0610	1.2172	1.1033
0.4279	6.0276	874	1.3239	0.1921	1.3239	1.1506
0.4279	6.0414	876	1.3344	0.1921	1.3344	1.1552
0.4279	6.0552	878	1.2525	0.0610	1.2525	1.1191
0.4279	6.0690	880	1.1448	0.0610	1.1448	1.0700
0.4279	6.0828	882	1.0660	-0.1224	1.0660	1.0325
0.4279	6.0966	884	1.0663	-0.1818	1.0663	1.0326
0.4279	6.1103	886	1.0706	-0.1818	1.0706	1.0347
0.4279	6.1241	888	1.0622	-0.1818	1.0622	1.0306
0.4279	6.1379	890	1.0718	-0.1224	1.0718	1.0353
0.4279	6.1517	892	1.1340	0.0610	1.1340	1.0649
0.4279	6.1655	894	1.2181	0.0610	1.2181	1.1037
0.4279	6.1793	896	1.2489	0.0610	1.2489	1.1175
0.4279	6.1931	898	1.2195	0.0610	1.2195	1.1043
0.4279	6.2069	900	1.1229	0.0610	1.1229	1.0597
0.4279	6.2207	902	1.0686	-0.1159	1.0686	1.0337
0.4279	6.2345	904	1.0403	-0.1440	1.0403	1.0199
0.4279	6.2483	906	1.0342	-0.1786	1.0342	1.0169
0.4279	6.2621	908	1.0386	-0.1440	1.0386	1.0191
0.4279	6.2759	910	1.0331	-0.1440	1.0331	1.0164
0.4279	6.2897	912	1.0286	-0.1440	1.0286	1.0142
0.4279	6.3034	914	1.0228	-0.1440	1.0228	1.0114
0.4279	6.3172	916	1.0056	-0.1440	1.0056	1.0028
0.4279	6.3310	918	1.0032	0.0435	1.0032	1.0016
0.4279	6.3448	920	1.0345	0.0530	1.0345	1.0171
0.4279	6.3586	922	1.0439	0.0530	1.0439	1.0217
0.4279	6.3724	924	1.0241	0.0530	1.0241	1.0120
0.4279	6.3862	926	1.0174	0.0435	1.0174	1.0086
0.4279	6.4	928	0.9842	0.0435	0.9842	0.9921
0.4279	6.4138	930	0.9827	-0.1818	0.9827	0.9913
0.4279	6.4276	932	0.9984	-0.1818	0.9984	0.9992
0.4279	6.4414	934	0.9969	-0.1818	0.9969	0.9985
0.4279	6.4552	936	0.9949	-0.1818	0.9949	0.9975
0.4279	6.4690	938	1.0179	0.0272	1.0179	1.0089
0.4279	6.4828	940	1.1051	0.0610	1.1051	1.0513
0.4279	6.4966	942	1.1573	0.0610	1.1573	1.0758
0.4279	6.5103	944	1.1640	0.0610	1.1640	1.0789
0.4279	6.5241	946	1.1388	0.0610	1.1388	1.0671
0.4279	6.5379	948	1.1299	0.0610	1.1299	1.0630
0.4279	6.5517	950	1.0863	0.0610	1.0863	1.0423
0.4279	6.5655	952	1.0630	0.0435	1.0630	1.0310
0.4279	6.5793	954	1.0679	0.0530	1.0679	1.0334
0.4279	6.5931	956	1.0580	0.0530	1.0580	1.0286
0.4279	6.6069	958	1.0535	0.0530	1.0535	1.0264
0.4279	6.6207	960	1.0390	-0.1440	1.0390	1.0193
0.4279	6.6345	962	1.0608	-0.1493	1.0608	1.0299
0.4279	6.6483	964	1.0795	-0.1493	1.0795	1.0390
0.4279	6.6621	966	1.0476	-0.1493	1.0476	1.0235
0.4279	6.6759	968	1.0245	-0.1440	1.0245	1.0122
0.4279	6.6897	970	1.0246	-0.1440	1.0246	1.0122
0.4279	6.7034	972	1.0457	0.0530	1.0457	1.0226
0.4279	6.7172	974	1.1087	0.0610	1.1087	1.0530
0.4279	6.7310	976	1.1413	0.0610	1.1413	1.0683
0.4279	6.7448	978	1.1621	0.0610	1.1621	1.0780
0.4279	6.7586	980	1.1025	0.0610	1.1025	1.0500
0.4279	6.7724	982	1.0438	-0.1159	1.0438	1.0216
0.4279	6.7862	984	1.0376	-0.1440	1.0376	1.0186
0.4279	6.8	986	1.0707	-0.1493	1.0707	1.0348
0.4279	6.8138	988	1.0874	-0.1493	1.0874	1.0428
0.4279	6.8276	990	1.0876	-0.1440	1.0876	1.0429
0.4279	6.8414	992	1.0842	-0.1440	1.0842	1.0412
0.4279	6.8552	994	1.0908	0.0530	1.0908	1.0444
0.4279	6.8690	996	1.0923	0.0530	1.0923	1.0451
0.4279	6.8828	998	1.0932	0.0530	1.0932	1.0455
0.0807	6.8966	1000	1.0831	-0.1440	1.0831	1.0407
0.0807	6.9103	1002	1.0721	-0.1493	1.0721	1.0354
0.0807	6.9241	1004	1.0762	-0.1493	1.0762	1.0374
0.0807	6.9379	1006	1.0732	-0.1493	1.0732	1.0359
0.0807	6.9517	1008	1.0457	-0.1493	1.0457	1.0226
0.0807	6.9655	1010	1.0240	-0.1440	1.0240	1.0119
0.0807	6.9793	1012	1.0134	-0.1440	1.0134	1.0067
0.0807	6.9931	1014	1.0105	-0.1440	1.0105	1.0052
0.0807	7.0069	1016	0.9944	-0.1440	0.9944	0.9972
0.0807	7.0207	1018	0.9817	-0.1440	0.9817	0.9908
0.0807	7.0345	1020	0.9850	-0.1440	0.9850	0.9925
0.0807	7.0483	1022	0.9967	-0.1440	0.9967	0.9984
0.0807	7.0621	1024	1.0125	-0.1440	1.0125	1.0062
0.0807	7.0759	1026	1.0373	0.0435	1.0373	1.0185
0.0807	7.0897	1028	1.0423	0.0435	1.0423	1.0209
0.0807	7.1034	1030	1.0392	-0.1440	1.0392	1.0194
0.0807	7.1172	1032	1.0450	-0.1440	1.0450	1.0222
0.0807	7.1310	1034	1.0501	-0.1440	1.0501	1.0247
0.0807	7.1448	1036	1.0538	-0.1440	1.0538	1.0266
0.0807	7.1586	1038	1.0645	-0.1493	1.0645	1.0318
0.0807	7.1724	1040	1.0757	-0.1493	1.0757	1.0371
0.0807	7.1862	1042	1.0844	-0.1440	1.0844	1.0414
0.0807	7.2	1044	1.0786	-0.1440	1.0786	1.0386
0.0807	7.2138	1046	1.0795	-0.1440	1.0795	1.0390
0.0807	7.2276	1048	1.0947	-0.1159	1.0947	1.0463
0.0807	7.2414	1050	1.1047	-0.1159	1.1047	1.0510
0.0807	7.2552	1052	1.1191	-0.1159	1.1191	1.0579
0.0807	7.2690	1054	1.1254	-0.1159	1.1254	1.0609
0.0807	7.2828	1056	1.1163	-0.1159	1.1163	1.0565
0.0807	7.2966	1058	1.1063	-0.1159	1.1063	1.0518
0.0807	7.3103	1060	1.0800	-0.1440	1.0800	1.0393
0.0807	7.3241	1062	1.0765	-0.1440	1.0765	1.0375
0.0807	7.3379	1064	1.0840	-0.1440	1.0840	1.0412
0.0807	7.3517	1066	1.0890	-0.1440	1.0890	1.0435
0.0807	7.3655	1068	1.0944	-0.1440	1.0944	1.0461
0.0807	7.3793	1070	1.0955	-0.1440	1.0955	1.0467
0.0807	7.3931	1072	1.1013	-0.1440	1.1013	1.0494
0.0807	7.4069	1074	1.1038	-0.1159	1.1038	1.0506
0.0807	7.4207	1076	1.1031	-0.1159	1.1031	1.0503
0.0807	7.4345	1078	1.1161	-0.1159	1.1161	1.0565
0.0807	7.4483	1080	1.1348	-0.0927	1.1348	1.0653
0.0807	7.4621	1082	1.1579	0.0610	1.1579	1.0760
0.0807	7.4759	1084	1.1706	0.0610	1.1706	1.0819
0.0807	7.4897	1086	1.1588	0.0610	1.1588	1.0765
0.0807	7.5034	1088	1.1294	0.0610	1.1294	1.0628
0.0807	7.5172	1090	1.1176	-0.0927	1.1176	1.0572
0.0807	7.5310	1092	1.0846	-0.1159	1.0846	1.0414
0.0807	7.5448	1094	1.0641	-0.1159	1.0641	1.0316
0.0807	7.5586	1096	1.0542	-0.1440	1.0542	1.0268
0.0807	7.5724	1098	1.0698	-0.1159	1.0698	1.0343
0.0807	7.5862	1100	1.1147	-0.0927	1.1147	1.0558
0.0807	7.6	1102	1.1684	0.0610	1.1684	1.0809
0.0807	7.6138	1104	1.1939	0.0610	1.1939	1.0926
0.0807	7.6276	1106	1.1863	0.0610	1.1863	1.0892
0.0807	7.6414	1108	1.1653	0.0610	1.1653	1.0795
0.0807	7.6552	1110	1.1337	0.0610	1.1337	1.0648
0.0807	7.6690	1112	1.0856	-0.1159	1.0856	1.0419
0.0807	7.6828	1114	1.0694	-0.1440	1.0694	1.0341
0.0807	7.6966	1116	1.0740	-0.1440	1.0740	1.0363
0.0807	7.7103	1118	1.0852	-0.1440	1.0852	1.0417
0.0807	7.7241	1120	1.1062	-0.1159	1.1062	1.0518
0.0807	7.7379	1122	1.1509	-0.0927	1.1509	1.0728
0.0807	7.7517	1124	1.1957	0.0610	1.1957	1.0935
0.0807	7.7655	1126	1.2182	0.0610	1.2182	1.1037
0.0807	7.7793	1128	1.2071	0.0610	1.2071	1.0987
0.0807	7.7931	1130	1.1667	-0.0927	1.1667	1.0802
0.0807	7.8069	1132	1.1306	-0.0927	1.1306	1.0633
0.0807	7.8207	1134	1.1191	-0.1159	1.1191	1.0579
0.0807	7.8345	1136	1.1074	-0.1159	1.1074	1.0523
0.0807	7.8483	1138	1.1071	-0.1159	1.1071	1.0522
0.0807	7.8621	1140	1.0970	-0.1159	1.0970	1.0474
0.0807	7.8759	1142	1.0945	-0.1159	1.0945	1.0462
0.0807	7.8897	1144	1.1025	-0.1159	1.1025	1.0500
0.0807	7.9034	1146	1.1058	-0.1159	1.1058	1.0516
0.0807	7.9172	1148	1.1227	-0.1159	1.1227	1.0596
0.0807	7.9310	1150	1.1403	-0.0927	1.1403	1.0679
0.0807	7.9448	1152	1.1669	-0.0927	1.1669	1.0802
0.0807	7.9586	1154	1.1849	0.0610	1.1849	1.0886
0.0807	7.9724	1156	1.1777	-0.0927	1.1777	1.0852
0.0807	7.9862	1158	1.1583	-0.0927	1.1583	1.0763
0.0807	8.0	1160	1.1464	-0.0927	1.1464	1.0707
0.0807	8.0138	1162	1.1386	-0.1159	1.1386	1.0671
0.0807	8.0276	1164	1.1489	-0.0927	1.1489	1.0719
0.0807	8.0414	1166	1.1721	-0.0927	1.1721	1.0826
0.0807	8.0552	1168	1.2001	0.0610	1.2001	1.0955
0.0807	8.0690	1170	1.2277	0.0610	1.2277	1.1080
0.0807	8.0828	1172	1.2333	0.0610	1.2333	1.1106
0.0807	8.0966	1174	1.2172	0.0610	1.2172	1.1033
0.0807	8.1103	1176	1.1787	0.0610	1.1787	1.0857
0.0807	8.1241	1178	1.1523	-0.0927	1.1523	1.0735
0.0807	8.1379	1180	1.1445	-0.0927	1.1445	1.0698
0.0807	8.1517	1182	1.1265	-0.0927	1.1265	1.0614
0.0807	8.1655	1184	1.1150	-0.1159	1.1150	1.0559
0.0807	8.1793	1186	1.1089	-0.1159	1.1089	1.0530
0.0807	8.1931	1188	1.1043	-0.1159	1.1043	1.0509
0.0807	8.2069	1190	1.1049	-0.1159	1.1049	1.0511
0.0807	8.2207	1192	1.1070	-0.1159	1.1070	1.0522
0.0807	8.2345	1194	1.1087	-0.1159	1.1087	1.0529
0.0807	8.2483	1196	1.1233	-0.0927	1.1233	1.0599
0.0807	8.2621	1198	1.1496	0.0610	1.1496	1.0722
0.0807	8.2759	1200	1.1541	0.0610	1.1541	1.0743
0.0807	8.2897	1202	1.1734	0.0610	1.1734	1.0832
0.0807	8.3034	1204	1.1827	0.0610	1.1827	1.0875
0.0807	8.3172	1206	1.1995	0.0610	1.1995	1.0952
0.0807	8.3310	1208	1.1992	0.0610	1.1992	1.0951
0.0807	8.3448	1210	1.1980	0.0610	1.1980	1.0945
0.0807	8.3586	1212	1.1879	0.0610	1.1879	1.0899
0.0807	8.3724	1214	1.1620	0.0610	1.1620	1.0779
0.0807	8.3862	1216	1.1350	-0.0927	1.1350	1.0654
0.0807	8.4	1218	1.1349	-0.0927	1.1349	1.0653
0.0807	8.4138	1220	1.1253	-0.0927	1.1253	1.0608
0.0807	8.4276	1222	1.1259	-0.0927	1.1259	1.0611
0.0807	8.4414	1224	1.1374	-0.0927	1.1374	1.0665
0.0807	8.4552	1226	1.1542	-0.0927	1.1542	1.0743
0.0807	8.4690	1228	1.1801	-0.0927	1.1801	1.0863
0.0807	8.4828	1230	1.2021	0.0610	1.2021	1.0964
0.0807	8.4966	1232	1.2145	0.0610	1.2145	1.1020
0.0807	8.5103	1234	1.2147	0.0610	1.2147	1.1021
0.0807	8.5241	1236	1.2030	-0.0927	1.2030	1.0968
0.0807	8.5379	1238	1.1971	-0.0927	1.1971	1.0941
0.0807	8.5517	1240	1.1930	-0.0927	1.1930	1.0923
0.0807	8.5655	1242	1.1858	-0.0927	1.1858	1.0890
0.0807	8.5793	1244	1.1834	-0.0927	1.1834	1.0879
0.0807	8.5931	1246	1.1862	-0.0927	1.1862	1.0891
0.0807	8.6069	1248	1.2022	0.0610	1.2022	1.0965
0.0807	8.6207	1250	1.2124	0.0610	1.2124	1.1011
0.0807	8.6345	1252	1.2074	0.0610	1.2074	1.0988
0.0807	8.6483	1254	1.1765	-0.0927	1.1765	1.0847
0.0807	8.6621	1256	1.1527	-0.0927	1.1527	1.0736
0.0807	8.6759	1258	1.1468	-0.0927	1.1468	1.0709
0.0807	8.6897	1260	1.1470	-0.0927	1.1470	1.0710
0.0807	8.7034	1262	1.1664	-0.0927	1.1664	1.0800
0.0807	8.7172	1264	1.1891	0.0610	1.1891	1.0905
0.0807	8.7310	1266	1.2036	0.0610	1.2036	1.0971
0.0807	8.7448	1268	1.2067	0.0610	1.2067	1.0985
0.0807	8.7586	1270	1.2270	0.0610	1.2270	1.1077
0.0807	8.7724	1272	1.2446	0.0610	1.2446	1.1156
0.0807	8.7862	1274	1.2811	-0.0565	1.2811	1.1319
0.0807	8.8	1276	1.3301	-0.0565	1.3301	1.1533
0.0807	8.8138	1278	1.3543	-0.0565	1.3543	1.1638
0.0807	8.8276	1280	1.3651	-0.0565	1.3651	1.1684
0.0807	8.8414	1282	1.3519	-0.0565	1.3519	1.1627
0.0807	8.8552	1284	1.3356	-0.0565	1.3356	1.1557
0.0807	8.8690	1286	1.3055	-0.0565	1.3055	1.1426
0.0807	8.8828	1288	1.2773	-0.0565	1.2773	1.1302
0.0807	8.8966	1290	1.2399	0.0610	1.2399	1.1135
0.0807	8.9103	1292	1.2003	-0.0927	1.2003	1.0956
0.0807	8.9241	1294	1.1766	-0.0927	1.1766	1.0847
0.0807	8.9379	1296	1.1574	-0.1440	1.1574	1.0758
0.0807	8.9517	1298	1.1473	-0.1440	1.1473	1.0711
0.0807	8.9655	1300	1.1457	-0.1440	1.1457	1.0704
0.0807	8.9793	1302	1.1523	-0.1159	1.1523	1.0735
0.0807	8.9931	1304	1.1633	-0.0927	1.1633	1.0786
0.0807	9.0069	1306	1.1803	-0.0927	1.1803	1.0864
0.0807	9.0207	1308	1.2019	0.0610	1.2019	1.0963
0.0807	9.0345	1310	1.2253	0.0610	1.2253	1.1070
0.0807	9.0483	1312	1.2489	-0.0565	1.2489	1.1175
0.0807	9.0621	1314	1.2659	-0.0565	1.2659	1.1251
0.0807	9.0759	1316	1.2696	-0.0565	1.2696	1.1268
0.0807	9.0897	1318	1.2704	-0.0565	1.2704	1.1271
0.0807	9.1034	1320	1.2617	-0.0565	1.2617	1.1232
0.0807	9.1172	1322	1.2451	0.0610	1.2451	1.1158
0.0807	9.1310	1324	1.2381	0.0610	1.2381	1.1127
0.0807	9.1448	1326	1.2326	0.0610	1.2326	1.1102
0.0807	9.1586	1328	1.2392	0.0610	1.2392	1.1132
0.0807	9.1724	1330	1.2540	-0.0565	1.2540	1.1198
0.0807	9.1862	1332	1.2589	-0.0565	1.2589	1.1220
0.0807	9.2	1334	1.2588	-0.0565	1.2588	1.1220
0.0807	9.2138	1336	1.2526	-0.0565	1.2526	1.1192
0.0807	9.2276	1338	1.2369	0.0610	1.2369	1.1121
0.0807	9.2414	1340	1.2222	0.0610	1.2222	1.1055
0.0807	9.2552	1342	1.2107	0.0610	1.2107	1.1003
0.0807	9.2690	1344	1.2047	0.0610	1.2047	1.0976
0.0807	9.2828	1346	1.1996	0.0610	1.1996	1.0953
0.0807	9.2966	1348	1.1922	0.0610	1.1922	1.0919
0.0807	9.3103	1350	1.1881	-0.0927	1.1881	1.0900
0.0807	9.3241	1352	1.1862	-0.0927	1.1862	1.0892
0.0807	9.3379	1354	1.1882	-0.0927	1.1882	1.0900
0.0807	9.3517	1356	1.1883	0.0610	1.1883	1.0901
0.0807	9.3655	1358	1.1953	0.0610	1.1953	1.0933
0.0807	9.3793	1360	1.2063	0.0610	1.2063	1.0983
0.0807	9.3931	1362	1.2066	0.0610	1.2066	1.0985
0.0807	9.4069	1364	1.2079	0.0610	1.2079	1.0991
0.0807	9.4207	1366	1.2071	0.0610	1.2071	1.0987
0.0807	9.4345	1368	1.2055	0.0610	1.2055	1.0980
0.0807	9.4483	1370	1.1973	0.0610	1.1973	1.0942
0.0807	9.4621	1372	1.1921	0.0610	1.1921	1.0918
0.0807	9.4759	1374	1.1872	0.0610	1.1872	1.0896
0.0807	9.4897	1376	1.1837	0.0610	1.1837	1.0880
0.0807	9.5034	1378	1.1867	0.0610	1.1867	1.0894
0.0807	9.5172	1380	1.1843	0.0610	1.1843	1.0883
0.0807	9.5310	1382	1.1856	0.0610	1.1856	1.0889
0.0807	9.5448	1384	1.1820	0.0610	1.1820	1.0872
0.0807	9.5586	1386	1.1776	0.0610	1.1776	1.0852
0.0807	9.5724	1388	1.1738	0.0610	1.1738	1.0834
0.0807	9.5862	1390	1.1688	0.0610	1.1688	1.0811
0.0807	9.6	1392	1.1633	-0.0927	1.1633	1.0786
0.0807	9.6138	1394	1.1562	-0.0927	1.1562	1.0753
0.0807	9.6276	1396	1.1498	-0.0927	1.1498	1.0723
0.0807	9.6414	1398	1.1416	-0.0927	1.1416	1.0685
0.0807	9.6552	1400	1.1359	-0.0927	1.1359	1.0658
0.0807	9.6690	1402	1.1326	-0.0927	1.1326	1.0642
0.0807	9.6828	1404	1.1326	-0.0927	1.1326	1.0642
0.0807	9.6966	1406	1.1313	-0.0927	1.1313	1.0636
0.0807	9.7103	1408	1.1283	-0.1159	1.1283	1.0622
0.0807	9.7241	1410	1.1251	-0.1159	1.1251	1.0607
0.0807	9.7379	1412	1.1243	-0.1159	1.1243	1.0603
0.0807	9.7517	1414	1.1233	-0.1159	1.1233	1.0598
0.0807	9.7655	1416	1.1234	-0.1159	1.1234	1.0599
0.0807	9.7793	1418	1.1234	-0.1159	1.1234	1.0599
0.0807	9.7931	1420	1.1235	-0.1159	1.1235	1.0599
0.0807	9.8069	1422	1.1246	-0.1159	1.1246	1.0605
0.0807	9.8207	1424	1.1265	-0.1159	1.1265	1.0614
0.0807	9.8345	1426	1.1292	-0.1159	1.1292	1.0626
0.0807	9.8483	1428	1.1330	-0.1159	1.1330	1.0644
0.0807	9.8621	1430	1.1363	-0.1159	1.1363	1.0660
0.0807	9.8759	1432	1.1402	-0.0927	1.1402	1.0678
0.0807	9.8897	1434	1.1433	-0.0927	1.1433	1.0692
0.0807	9.9034	1436	1.1461	-0.0927	1.1461	1.0706
0.0807	9.9172	1438	1.1492	-0.0927	1.1492	1.0720
0.0807	9.9310	1440	1.1512	-0.0927	1.1512	1.0729
0.0807	9.9448	1442	1.1525	-0.0927	1.1525	1.0735
0.0807	9.9586	1444	1.1528	-0.0927	1.1528	1.0737
0.0807	9.9724	1446	1.1528	-0.0927	1.1528	1.0737
0.0807	9.9862	1448	1.1529	-0.0927	1.1529	1.0737
0.0807	10.0	1450	1.1529	-0.0927	1.1529	1.0737

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 25, 2024
Updated: Nov 25, 2024