Arabic_FineTuningAraBERT_AugV5_k40_task3_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k40_task3_organization_fold1

Arabic_FineTuningAraBERT_AugV5_k40_task3_organization_fold1 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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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 25, 2024
Updated: Nov 25, 2024
SHA: 5f4da14c

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV5_k40_task3_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: 0.8431
Qwk: -0.0421
Mse: 0.8431
Rmse: 0.9182

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	0.0124	2	7.2798	0.0019	7.2798	2.6981
No log	0.0248	4	3.0884	0.0660	3.0884	1.7574
No log	0.0373	6	1.1711	0.0	1.1711	1.0822
No log	0.0497	8	0.9012	-0.1000	0.9012	0.9493
No log	0.0621	10	1.0902	0.0	1.0902	1.0441
No log	0.0745	12	1.3004	0.0	1.3004	1.1404
No log	0.0870	14	1.7184	0.0	1.7184	1.3109
No log	0.0994	16	1.3663	0.0	1.3663	1.1689
No log	0.1118	18	0.9329	0.0253	0.9329	0.9659
No log	0.1242	20	1.1910	-0.1139	1.1910	1.0913
No log	0.1366	22	1.7298	-0.1159	1.7298	1.3152
No log	0.1491	24	1.9158	-0.1159	1.9158	1.3841
No log	0.1615	26	1.4045	0.0120	1.4045	1.1851
No log	0.1739	28	0.8928	-0.0916	0.8928	0.9449
No log	0.1863	30	0.7992	-0.2737	0.7992	0.8940
No log	0.1988	32	0.8590	0.0403	0.8590	0.9268
No log	0.2112	34	0.9889	0.0	0.9889	0.9945
No log	0.2236	36	1.2054	0.0	1.2054	1.0979
No log	0.2360	38	1.2933	0.0	1.2933	1.1372
No log	0.2484	40	1.3537	0.0	1.3537	1.1635
No log	0.2609	42	1.2242	0.0	1.2242	1.1065
No log	0.2733	44	0.9968	0.0	0.9968	0.9984
No log	0.2857	46	0.8161	0.1879	0.8161	0.9034
No log	0.2981	48	0.7023	0.0	0.7023	0.8380
No log	0.3106	50	0.6819	0.0	0.6819	0.8258
No log	0.3230	52	0.7449	-0.2791	0.7449	0.8631
No log	0.3354	54	0.9363	0.0	0.9363	0.9676
No log	0.3478	56	1.3361	0.0	1.3361	1.1559
No log	0.3602	58	1.5744	0.0	1.5744	1.2548
No log	0.3727	60	1.4632	0.0	1.4632	1.2096
No log	0.3851	62	1.1677	0.0	1.1677	1.0806
No log	0.3975	64	0.9061	0.0	0.9061	0.9519
No log	0.4099	66	0.8691	0.0	0.8691	0.9322
No log	0.4224	68	1.0180	0.0	1.0180	1.0090
No log	0.4348	70	1.0463	0.0	1.0463	1.0229
No log	0.4472	72	1.0029	0.0	1.0029	1.0015
No log	0.4596	74	0.9467	0.0	0.9467	0.9730
No log	0.4720	76	0.9107	0.0	0.9107	0.9543
No log	0.4845	78	0.9816	0.0	0.9816	0.9908
No log	0.4969	80	1.1461	0.0	1.1461	1.0705
No log	0.5093	82	1.1754	0.0	1.1754	1.0842
No log	0.5217	84	0.9617	0.0253	0.9617	0.9807
No log	0.5342	86	0.7585	-0.0421	0.7585	0.8709
No log	0.5466	88	0.6366	0.0	0.6366	0.7979
No log	0.5590	90	0.5976	0.0	0.5976	0.7731
No log	0.5714	92	0.6146	0.0	0.6146	0.7840
No log	0.5839	94	0.7522	0.0	0.7522	0.8673
No log	0.5963	96	0.8965	-0.2571	0.8965	0.9468
No log	0.6087	98	0.9308	-0.2550	0.9308	0.9648
No log	0.6211	100	0.9209	-0.2550	0.9209	0.9596
No log	0.6335	102	0.7943	-0.0233	0.7943	0.8912
No log	0.6460	104	0.6468	0.0	0.6468	0.8043
No log	0.6584	106	0.6320	0.0	0.6320	0.7950
No log	0.6708	108	0.7466	-0.0233	0.7466	0.8641
No log	0.6832	110	1.0129	0.0120	1.0129	1.0064
No log	0.6957	112	1.3455	0.0	1.3455	1.1600
No log	0.7081	114	1.3314	0.0	1.3314	1.1539
No log	0.7205	116	0.9879	0.0	0.9879	0.9940
No log	0.7329	118	0.7701	0.3654	0.7701	0.8775
No log	0.7453	120	0.7371	0.3654	0.7371	0.8585
No log	0.7578	122	0.8834	-0.4602	0.8834	0.9399
No log	0.7702	124	0.9108	-0.4602	0.9108	0.9544
No log	0.7826	126	0.7945	0.0	0.7945	0.8913
No log	0.7950	128	0.6831	-0.0421	0.6831	0.8265
No log	0.8075	130	0.6733	-0.0421	0.6733	0.8206
No log	0.8199	132	0.7804	-0.0421	0.7804	0.8834
No log	0.8323	134	1.0173	-0.4426	1.0173	1.0086
No log	0.8447	136	1.0729	-0.4426	1.0729	1.0358
No log	0.8571	138	0.8012	0.3654	0.8012	0.8951
No log	0.8696	140	0.7579	0.3186	0.7579	0.8706
No log	0.8820	142	0.7620	0.3654	0.7620	0.8729
No log	0.8944	144	0.7589	-0.0421	0.7589	0.8711
No log	0.9068	146	0.8582	-0.2692	0.8582	0.9264
No log	0.9193	148	0.6975	-0.0421	0.6975	0.8352
No log	0.9317	150	0.9140	0.2787	0.9140	0.9561
No log	0.9441	152	1.1753	0.1444	1.1753	1.0841
No log	0.9565	154	0.8008	0.2443	0.8008	0.8949
No log	0.9689	156	0.8343	0.1879	0.8343	0.9134
No log	0.9814	158	0.9818	0.1879	0.9818	0.9909
No log	0.9938	160	1.7178	-0.0087	1.7178	1.3107
No log	1.0062	162	2.1760	-0.0168	2.1760	1.4751
No log	1.0186	164	1.8124	-0.0168	1.8124	1.3462
No log	1.0311	166	1.5157	-0.0097	1.5157	1.2311
No log	1.0435	168	1.5794	0.0756	1.5794	1.2567
No log	1.0559	170	1.2535	0.0	1.2535	1.1196
No log	1.0683	172	0.9821	0.1437	0.9821	0.9910
No log	1.0807	174	0.7709	0.1239	0.7709	0.8780
No log	1.0932	176	0.7602	-0.0708	0.7602	0.8719
No log	1.1056	178	0.8703	-0.0708	0.8703	0.9329
No log	1.1180	180	0.7605	-0.0577	0.7605	0.8721
No log	1.1304	182	0.6710	-0.0233	0.6710	0.8191
No log	1.1429	184	0.7095	-0.0233	0.7095	0.8423
No log	1.1553	186	0.8053	0.1852	0.8053	0.8974
No log	1.1677	188	1.1113	-0.0476	1.1113	1.0542
No log	1.1801	190	1.3506	-0.1000	1.3506	1.1621
No log	1.1925	192	1.0644	-0.0342	1.0644	1.0317
No log	1.2050	194	0.9008	0.2029	0.9008	0.9491
No log	1.2174	196	0.9260	0.3293	0.9260	0.9623
No log	1.2298	198	0.8532	0.2080	0.8532	0.9237
No log	1.2422	200	0.9047	0.1895	0.9047	0.9512
No log	1.2547	202	0.8395	0.1895	0.8395	0.9162
No log	1.2671	204	0.7497	-0.0233	0.7497	0.8659
No log	1.2795	206	0.7021	0.0	0.7021	0.8379
No log	1.2919	208	0.6705	0.0	0.6705	0.8188
No log	1.3043	210	0.6235	0.0	0.6235	0.7896
No log	1.3168	212	0.6021	0.0	0.6021	0.7759
No log	1.3292	214	0.6285	-0.0233	0.6285	0.7928
No log	1.3416	216	0.6046	0.0	0.6046	0.7775
No log	1.3540	218	0.5723	0.0	0.5723	0.7565
No log	1.3665	220	0.5611	0.0	0.5611	0.7491
No log	1.3789	222	0.5760	0.0	0.5760	0.7589
No log	1.3913	224	0.6450	-0.0233	0.6450	0.8031
No log	1.4037	226	0.7386	-0.0421	0.7386	0.8594
No log	1.4161	228	1.0608	-0.0708	1.0608	1.0299
No log	1.4286	230	1.0610	0.2443	1.0610	1.0300
No log	1.4410	232	0.9416	0.1852	0.9416	0.9704
No log	1.4534	234	0.8753	0.2293	0.8753	0.9356
No log	1.4658	236	0.8776	0.0833	0.8776	0.9368
No log	1.4783	238	1.3511	0.1852	1.3511	1.1624
No log	1.4907	240	1.6788	-0.2571	1.6788	1.2957
No log	1.5031	242	1.7252	-0.2222	1.7252	1.3135
No log	1.5155	244	1.1661	-0.0476	1.1661	1.0798
No log	1.5280	246	0.9989	-0.0708	0.9989	0.9994
No log	1.5404	248	1.0558	-0.0708	1.0558	1.0275
No log	1.5528	250	0.8459	-0.0708	0.8459	0.9197
No log	1.5652	252	0.9163	-0.0708	0.9163	0.9572
No log	1.5776	254	0.8266	-0.0577	0.8266	0.9092
No log	1.5901	256	0.6656	-0.0577	0.6656	0.8158
No log	1.6025	258	0.5785	0.2326	0.5785	0.7606
No log	1.6149	260	0.5482	0.2326	0.5482	0.7404
No log	1.6273	262	0.6207	0.1895	0.6207	0.7878
No log	1.6398	264	0.6957	-0.0577	0.6957	0.8341
No log	1.6522	266	0.5585	0.1895	0.5585	0.7473
No log	1.6646	268	0.5420	0.1895	0.5420	0.7362
No log	1.6770	270	0.5481	-0.0233	0.5481	0.7403
No log	1.6894	272	0.5361	0.1895	0.5361	0.7322
No log	1.7019	274	0.5413	0.0	0.5413	0.7357
No log	1.7143	276	0.6050	0.1895	0.6050	0.7778
No log	1.7267	278	0.9202	-0.0820	0.9202	0.9593
No log	1.7391	280	0.8257	0.1239	0.8257	0.9087
No log	1.7516	282	0.8829	-0.0820	0.8829	0.9396
No log	1.7640	284	0.7133	0.2326	0.7133	0.8446
No log	1.7764	286	0.7300	0.2222	0.7300	0.8544
No log	1.7888	288	0.7349	0.0222	0.7349	0.8573
No log	1.8012	290	0.7994	0.1895	0.7994	0.8941
No log	1.8137	292	0.9088	0.1538	0.9088	0.9533
No log	1.8261	294	0.7965	-0.1786	0.7965	0.8925
No log	1.8385	296	0.7954	-0.3883	0.7954	0.8918
No log	1.8509	298	0.8031	0.2222	0.8031	0.8961
No log	1.8634	300	1.2700	-0.0916	1.2700	1.1270
No log	1.8758	302	1.3533	-0.0916	1.3533	1.1633
No log	1.8882	304	0.8975	-0.0820	0.8975	0.9474
No log	1.9006	306	0.7228	0.0	0.7228	0.8502
No log	1.9130	308	0.6991	0.0	0.6991	0.8361
No log	1.9255	310	0.7339	0.2326	0.7339	0.8567
No log	1.9379	312	0.9315	-0.0820	0.9315	0.9652
No log	1.9503	314	0.8322	0.1538	0.8322	0.9122
No log	1.9627	316	0.7073	0.2326	0.7073	0.8410
No log	1.9752	318	0.7179	0.2326	0.7179	0.8473
No log	1.9876	320	0.7611	0.1895	0.7611	0.8724
No log	2.0	322	1.0074	0.0654	1.0074	1.0037
No log	2.0124	324	1.0930	0.0654	1.0930	1.0455
No log	2.0248	326	0.8193	-0.0820	0.8193	0.9052
No log	2.0373	328	0.6540	0.2326	0.6540	0.8087
No log	2.0497	330	0.6624	0.0	0.6624	0.8139
No log	2.0621	332	0.7302	0.2326	0.7302	0.8545
No log	2.0745	334	0.9191	0.1852	0.9191	0.9587
No log	2.0870	336	1.1238	-0.0593	1.1238	1.0601
No log	2.0994	338	1.1055	-0.0593	1.1055	1.0514
No log	2.1118	340	0.9115	0.1852	0.9115	0.9547
No log	2.1242	342	0.8384	0.1818	0.8384	0.9156
No log	2.1366	344	0.8948	-0.0577	0.8948	0.9460
No log	2.1491	346	0.9063	-0.0577	0.9063	0.9520
No log	2.1615	348	0.9231	-0.0342	0.9231	0.9608
No log	2.1739	350	0.8465	0.1818	0.8465	0.9201
No log	2.1863	352	0.7819	0.1818	0.7819	0.8843
No log	2.1988	354	0.7727	0.1895	0.7727	0.8790
No log	2.2112	356	0.7688	-0.0577	0.7688	0.8768
No log	2.2236	358	0.6790	0.1895	0.6790	0.8240
No log	2.2360	360	0.6693	0.1895	0.6693	0.8181
No log	2.2484	362	0.7087	-0.0577	0.7087	0.8418
No log	2.2609	364	0.6651	0.1895	0.6651	0.8155
No log	2.2733	366	0.7170	-0.0577	0.7170	0.8467
No log	2.2857	368	0.9265	-0.0708	0.9265	0.9625
No log	2.2981	370	0.9453	-0.0708	0.9453	0.9723
No log	2.3106	372	0.8350	-0.0577	0.8350	0.9138
No log	2.3230	374	0.7095	0.1895	0.7095	0.8423
No log	2.3354	376	0.6538	0.1895	0.6538	0.8086
No log	2.3478	378	0.6344	0.2326	0.6344	0.7965
No log	2.3602	380	0.6898	0.1895	0.6898	0.8305
No log	2.3727	382	0.7589	0.1895	0.7589	0.8711
No log	2.3851	384	0.7577	0.1895	0.7577	0.8705
No log	2.3975	386	0.6228	0.1895	0.6228	0.7892
No log	2.4099	388	0.6444	0.2326	0.6444	0.8027
No log	2.4224	390	0.6320	0.0	0.6320	0.7950
No log	2.4348	392	0.5756	0.2326	0.5756	0.7587
No log	2.4472	394	0.6229	0.1895	0.6229	0.7893
No log	2.4596	396	1.2962	0.0494	1.2962	1.1385
No log	2.4720	398	2.3034	-0.1493	2.3034	1.5177
No log	2.4845	400	2.4933	-0.1493	2.4933	1.5790
No log	2.4969	402	2.1954	-0.1493	2.1954	1.4817
No log	2.5093	404	1.4805	0.0494	1.4805	1.2167
No log	2.5217	406	0.7419	-0.0577	0.7419	0.8613
No log	2.5342	408	0.5761	0.2326	0.5761	0.7590
No log	2.5466	410	0.6219	0.0	0.6219	0.7886
No log	2.5590	412	0.6537	0.0	0.6537	0.8085
No log	2.5714	414	0.6881	0.2326	0.6881	0.8295
No log	2.5839	416	0.8379	0.1895	0.8379	0.9153
No log	2.5963	418	1.0982	-0.0916	1.0982	1.0479
No log	2.6087	420	1.2271	-0.0916	1.2271	1.1078
No log	2.6211	422	1.0877	-0.0916	1.0877	1.0429
No log	2.6335	424	0.8422	0.1895	0.8422	0.9177
No log	2.6460	426	0.7866	0.2326	0.7866	0.8869
No log	2.6584	428	0.7930	-0.4667	0.7930	0.8905
No log	2.6708	430	0.7936	0.2326	0.7936	0.8908
No log	2.6832	432	0.9028	-0.0577	0.9028	0.9502
No log	2.6957	434	1.0985	-0.0708	1.0985	1.0481
No log	2.7081	436	1.1085	0.0833	1.1085	1.0528
No log	2.7205	438	0.9549	-0.0577	0.9549	0.9772
No log	2.7329	440	0.8874	-0.0577	0.8874	0.9420
No log	2.7453	442	0.7522	0.1895	0.7522	0.8673
No log	2.7578	444	0.7143	0.2326	0.7143	0.8452
No log	2.7702	446	0.6948	0.1895	0.6948	0.8335
No log	2.7826	448	0.6909	0.1895	0.6909	0.8312
No log	2.7950	450	0.6995	0.1895	0.6995	0.8364
No log	2.8075	452	0.6907	0.1895	0.6907	0.8311
No log	2.8199	454	0.6896	0.1895	0.6896	0.8304
No log	2.8323	456	0.7234	0.1895	0.7234	0.8505
No log	2.8447	458	0.7888	-0.1440	0.7888	0.8882
No log	2.8571	460	0.8092	-0.1440	0.8092	0.8996
No log	2.8696	462	0.8114	0.1852	0.8114	0.9008
No log	2.8820	464	0.9422	-0.0577	0.9422	0.9707
No log	2.8944	466	0.9898	-0.0708	0.9898	0.9949
No log	2.9068	468	0.9147	-0.0342	0.9147	0.9564
No log	2.9193	470	0.8861	-0.1440	0.8861	0.9413
No log	2.9317	472	0.8825	-0.1786	0.8825	0.9394
No log	2.9441	474	0.8919	-0.2222	0.8919	0.9444
No log	2.9565	476	0.9224	-0.0577	0.9224	0.9604
No log	2.9689	478	0.9051	-0.0577	0.9051	0.9514
No log	2.9814	480	1.0062	-0.0708	1.0062	1.0031
No log	2.9938	482	1.0227	-0.0708	1.0227	1.0113
No log	3.0062	484	0.9758	-0.0577	0.9758	0.9878
No log	3.0186	486	1.0251	-0.4103	1.0251	1.0124
No log	3.0311	488	1.0904	-0.4103	1.0904	1.0442
No log	3.0435	490	1.0257	-0.4103	1.0257	1.0128
No log	3.0559	492	0.9198	-0.0577	0.9198	0.9591
No log	3.0683	494	0.8032	0.1895	0.8032	0.8962
No log	3.0807	496	0.7621	0.2326	0.7621	0.8730
No log	3.0932	498	0.7515	0.2326	0.7515	0.8669
0.5012	3.1056	500	0.7988	0.1895	0.7988	0.8938
0.5012	3.1180	502	0.9290	-0.0708	0.9290	0.9638
0.5012	3.1304	504	0.9504	-0.0708	0.9504	0.9749
0.5012	3.1429	506	1.0736	-0.0820	1.0736	1.0362
0.5012	3.1553	508	1.0832	-0.0820	1.0832	1.0408
0.5012	3.1677	510	0.9464	-0.0708	0.9464	0.9728
0.5012	3.1801	512	0.9305	0.1538	0.9305	0.9646
0.5012	3.1925	514	1.0124	-0.0820	1.0124	1.0062
0.5012	3.2050	516	1.0556	-0.0916	1.0556	1.0274
0.5012	3.2174	518	1.0528	-0.0916	1.0528	1.0261
0.5012	3.2298	520	0.9752	-0.0820	0.9752	0.9875
0.5012	3.2422	522	0.8379	0.1895	0.8379	0.9154
0.5012	3.2547	524	0.8078	0.1895	0.8078	0.8988
0.5012	3.2671	526	0.9174	-0.0708	0.9174	0.9578
0.5012	3.2795	528	0.9868	-0.0820	0.9868	0.9934
0.5012	3.2919	530	0.9746	-0.0820	0.9746	0.9872
0.5012	3.3043	532	0.8692	-0.0708	0.8692	0.9323
0.5012	3.3168	534	0.8470	-0.0577	0.8470	0.9203
0.5012	3.3292	536	0.8784	-0.0577	0.8784	0.9372
0.5012	3.3416	538	0.9444	-0.0708	0.9444	0.9718
0.5012	3.3540	540	0.9245	-0.0577	0.9245	0.9615
0.5012	3.3665	542	0.8866	-0.1818	0.8866	0.9416
0.5012	3.3789	544	0.8653	-0.1818	0.8653	0.9302
0.5012	3.3913	546	0.9522	-0.2222	0.9522	0.9758
0.5012	3.4037	548	0.9096	0.1895	0.9096	0.9537
0.5012	3.4161	550	0.8893	0.1895	0.8893	0.9430
0.5012	3.4286	552	0.8080	0.1895	0.8080	0.8989
0.5012	3.4410	554	0.8260	0.1895	0.8260	0.9089
0.5012	3.4534	556	0.9125	-0.0577	0.9125	0.9552
0.5012	3.4658	558	0.8987	-0.0577	0.8987	0.9480
0.5012	3.4783	560	0.9514	-0.0708	0.9514	0.9754
0.5012	3.4907	562	0.8232	0.1895	0.8232	0.9073
0.5012	3.5031	564	0.7513	0.0	0.7513	0.8668
0.5012	3.5155	566	0.7567	0.0	0.7567	0.8699
0.5012	3.5280	568	0.7438	0.0	0.7438	0.8625
0.5012	3.5404	570	0.8399	0.1895	0.8399	0.9165
0.5012	3.5528	572	1.0079	-0.0577	1.0079	1.0040
0.5012	3.5652	574	0.9869	-0.0577	0.9869	0.9934
0.5012	3.5776	576	0.9146	-0.0577	0.9146	0.9563
0.5012	3.5901	578	0.7967	0.1895	0.7967	0.8926
0.5012	3.6025	580	0.8281	0.1895	0.8281	0.9100
0.5012	3.6149	582	0.7980	0.1895	0.7980	0.8933
0.5012	3.6273	584	0.8240	0.1895	0.8240	0.9077
0.5012	3.6398	586	0.9170	0.1895	0.9170	0.9576
0.5012	3.6522	588	0.9439	0.1895	0.9439	0.9715
0.5012	3.6646	590	0.9128	-0.2222	0.9128	0.9554
0.5012	3.6770	592	0.8525	-0.2222	0.8525	0.9233
0.5012	3.6894	594	0.7753	-0.2222	0.7753	0.8805
0.5012	3.7019	596	0.7526	-0.2222	0.7526	0.8675
0.5012	3.7143	598	0.7270	0.2326	0.7270	0.8526
0.5012	3.7267	600	0.7786	0.1895	0.7786	0.8824
0.5012	3.7391	602	0.9093	-0.0708	0.9093	0.9535
0.5012	3.7516	604	0.9209	-0.0820	0.9209	0.9596
0.5012	3.7640	606	0.7816	0.1895	0.7816	0.8841
0.5012	3.7764	608	0.6739	0.2326	0.6739	0.8209
0.5012	3.7888	610	0.6684	0.2326	0.6684	0.8176
0.5012	3.8012	612	0.7334	0.1895	0.7334	0.8564
0.5012	3.8137	614	0.7732	0.1895	0.7732	0.8793
0.5012	3.8261	616	0.9005	0.1239	0.9005	0.9489
0.5012	3.8385	618	0.9403	-0.0916	0.9403	0.9697
0.5012	3.8509	620	0.8096	0.1895	0.8096	0.8998
0.5012	3.8634	622	0.7315	0.2326	0.7315	0.8553
0.5012	3.8758	624	0.7347	0.2326	0.7347	0.8571
0.5012	3.8882	626	0.7333	0.2326	0.7333	0.8563
0.5012	3.9006	628	0.7995	0.2326	0.7995	0.8941
0.5012	3.9130	630	0.9670	-0.0916	0.9670	0.9833
0.5012	3.9255	632	1.0100	-0.0916	1.0100	1.0050
0.5012	3.9379	634	0.9084	-0.0708	0.9084	0.9531
0.5012	3.9503	636	0.7387	0.2326	0.7387	0.8595
0.5012	3.9627	638	0.7014	0.2326	0.7014	0.8375
0.5012	3.9752	640	0.7072	0.2326	0.7072	0.8409
0.5012	3.9876	642	0.7153	0.2326	0.7153	0.8457
0.5012	4.0	644	0.8766	-0.0577	0.8766	0.9363
0.5012	4.0124	646	1.0182	-0.0820	1.0182	1.0091
0.5012	4.0248	648	1.0564	-0.0916	1.0564	1.0278
0.5012	4.0373	650	1.0341	-0.0820	1.0341	1.0169
0.5012	4.0497	652	1.0591	-0.0820	1.0591	1.0291
0.5012	4.0621	654	1.1121	-0.0820	1.1121	1.0546
0.5012	4.0745	656	1.1124	-0.0820	1.1124	1.0547
0.5012	4.0870	658	1.1169	-0.0820	1.1169	1.0568
0.5012	4.0994	660	1.0318	-0.0708	1.0318	1.0158
0.5012	4.1118	662	1.0580	-0.0820	1.0580	1.0286
0.5012	4.1242	664	0.9762	-0.0820	0.9762	0.9880
0.5012	4.1366	666	0.8014	-0.0421	0.8014	0.8952
0.5012	4.1491	668	0.7449	0.2326	0.7449	0.8631
0.5012	4.1615	670	0.7244	0.2326	0.7244	0.8511
0.5012	4.1739	672	0.7510	0.2326	0.7510	0.8666
0.5012	4.1863	674	0.8361	-0.0421	0.8361	0.9144
0.5012	4.1988	676	0.9352	-0.0577	0.9352	0.9671
0.5012	4.2112	678	1.0034	-0.3538	1.0034	1.0017
0.5012	4.2236	680	1.0140	-0.3077	1.0140	1.0070
0.5012	4.2360	682	1.0391	-0.1440	1.0391	1.0193
0.5012	4.2484	684	1.0871	-0.3134	1.0871	1.0427
0.5012	4.2609	686	1.0852	-0.3538	1.0852	1.0417
0.5012	4.2733	688	1.0789	-0.0708	1.0789	1.0387
0.5012	4.2857	690	1.0433	-0.0708	1.0433	1.0214
0.5012	4.2981	692	1.0009	-0.0708	1.0009	1.0005
0.5012	4.3106	694	0.8912	-0.0577	0.8912	0.9440
0.5012	4.3230	696	0.8426	0.2326	0.8426	0.9179
0.5012	4.3354	698	0.8128	0.2326	0.8128	0.9015
0.5012	4.3478	700	0.8145	0.2326	0.8145	0.9025
0.5012	4.3602	702	0.8266	-0.0577	0.8266	0.9092
0.5012	4.3727	704	0.9111	-0.0708	0.9111	0.9545
0.5012	4.3851	706	0.9154	-0.0708	0.9154	0.9568
0.5012	4.3975	708	0.8645	-0.0577	0.8645	0.9298
0.5012	4.4099	710	0.7970	-0.0577	0.7970	0.8927
0.5012	4.4224	712	0.7661	-0.0577	0.7661	0.8753
0.5012	4.4348	714	0.7245	0.2326	0.7245	0.8512
0.5012	4.4472	716	0.7340	0.2326	0.7340	0.8567
0.5012	4.4596	718	0.7281	0.2326	0.7281	0.8533
0.5012	4.4720	720	0.7389	0.2326	0.7389	0.8596
0.5012	4.4845	722	0.8414	-0.0577	0.8414	0.9173
0.5012	4.4969	724	0.8816	-0.0708	0.8816	0.9389
0.5012	4.5093	726	0.7517	0.2326	0.7517	0.8670
0.5012	4.5217	728	0.6692	0.2326	0.6692	0.8180
0.5012	4.5342	730	0.6379	0.2326	0.6379	0.7987
0.5012	4.5466	732	0.6620	0.2326	0.6620	0.8136
0.5012	4.5590	734	0.6613	0.2326	0.6613	0.8132
0.5012	4.5714	736	0.6500	0.2326	0.6500	0.8062
0.5012	4.5839	738	0.6983	0.0	0.6983	0.8356
0.5012	4.5963	740	0.7120	0.0	0.7120	0.8438
0.5012	4.6087	742	0.7134	0.2326	0.7134	0.8447
0.5012	4.6211	744	0.8172	0.1895	0.8172	0.9040
0.5012	4.6335	746	0.8213	0.1895	0.8213	0.9062
0.5012	4.6460	748	0.7376	0.2326	0.7376	0.8588
0.5012	4.6584	750	0.7383	0.0	0.7383	0.8593
0.5012	4.6708	752	0.7545	0.0	0.7545	0.8686
0.5012	4.6832	754	0.6905	0.0	0.6905	0.8309
0.5012	4.6957	756	0.6662	0.2326	0.6662	0.8162
0.5012	4.7081	758	0.6943	0.1895	0.6943	0.8332
0.5012	4.7205	760	0.6756	0.1895	0.6756	0.8219
0.5012	4.7329	762	0.6667	0.2326	0.6667	0.8165
0.5012	4.7453	764	0.6711	0.2326	0.6711	0.8192
0.5012	4.7578	766	0.6914	0.0	0.6914	0.8315
0.5012	4.7702	768	0.6898	0.2326	0.6898	0.8306
0.5012	4.7826	770	0.7106	0.2326	0.7106	0.8430
0.5012	4.7950	772	0.7551	0.1895	0.7551	0.8689
0.5012	4.8075	774	0.8284	0.1895	0.8284	0.9102
0.5012	4.8199	776	0.8867	0.1895	0.8867	0.9416
0.5012	4.8323	778	0.8552	0.1895	0.8552	0.9247
0.5012	4.8447	780	0.8129	0.1895	0.8129	0.9016
0.5012	4.8571	782	0.8641	-0.0577	0.8641	0.9295
0.5012	4.8696	784	0.8376	0.1895	0.8376	0.9152
0.5012	4.8820	786	0.7176	0.1895	0.7176	0.8471
0.5012	4.8944	788	0.6712	0.2326	0.6712	0.8193
0.5012	4.9068	790	0.7297	0.1895	0.7297	0.8542
0.5012	4.9193	792	0.9383	-0.0708	0.9383	0.9687
0.5012	4.9317	794	1.0278	-0.0708	1.0278	1.0138
0.5012	4.9441	796	0.9451	-0.0577	0.9451	0.9722
0.5012	4.9565	798	0.7854	0.1895	0.7854	0.8862
0.5012	4.9689	800	0.7658	0.2326	0.7658	0.8751
0.5012	4.9814	802	0.7918	0.1895	0.7918	0.8899
0.5012	4.9938	804	0.9482	-0.0577	0.9482	0.9738
0.5012	5.0062	806	1.0352	-0.0577	1.0352	1.0175
0.5012	5.0186	808	1.0595	-0.0708	1.0595	1.0293
0.5012	5.0311	810	0.9747	-0.0577	0.9747	0.9873
0.5012	5.0435	812	0.9686	-0.0577	0.9686	0.9842
0.5012	5.0559	814	0.9726	-0.0577	0.9726	0.9862
0.5012	5.0683	816	1.0239	-0.0708	1.0239	1.0119
0.5012	5.0807	818	0.9450	-0.0577	0.9450	0.9721
0.5012	5.0932	820	0.9123	-0.0577	0.9123	0.9551
0.5012	5.1056	822	0.8881	-0.0577	0.8881	0.9424
0.5012	5.1180	824	0.8002	-0.0577	0.8002	0.8945
0.5012	5.1304	826	0.8680	-0.0577	0.8680	0.9317
0.5012	5.1429	828	1.0565	-0.0708	1.0565	1.0279
0.5012	5.1553	830	1.0604	-0.0708	1.0604	1.0298
0.5012	5.1677	832	1.1461	-0.0708	1.1461	1.0706
0.5012	5.1801	834	1.2295	-0.2595	1.2295	1.1088
0.5012	5.1925	836	1.1577	-0.0820	1.1577	1.0760
0.5012	5.2050	838	1.0302	-0.0708	1.0302	1.0150
0.5012	5.2174	840	0.8070	0.1895	0.8070	0.8983
0.5012	5.2298	842	0.7522	0.2326	0.7522	0.8673
0.5012	5.2422	844	0.7177	0.2326	0.7177	0.8472
0.5012	5.2547	846	0.7744	0.1895	0.7744	0.8800
0.5012	5.2671	848	0.8978	-0.0708	0.8978	0.9475
0.5012	5.2795	850	1.0707	-0.0820	1.0707	1.0347
0.5012	5.2919	852	1.0753	-0.0820	1.0753	1.0370
0.5012	5.3043	854	0.9787	-0.0820	0.9787	0.9893
0.5012	5.3168	856	0.8267	-0.0577	0.8267	0.9092
0.5012	5.3292	858	0.7719	0.1895	0.7719	0.8786
0.5012	5.3416	860	0.7977	-0.0577	0.7977	0.8931
0.5012	5.3540	862	0.8684	-0.0577	0.8684	0.9319
0.5012	5.3665	864	0.9030	-0.0577	0.9030	0.9503
0.5012	5.3789	866	0.7776	-0.0577	0.7776	0.8818
0.5012	5.3913	868	0.6795	0.2326	0.6795	0.8243
0.5012	5.4037	870	0.6158	0.2326	0.6158	0.7847
0.5012	5.4161	872	0.6185	0.2326	0.6185	0.7864
0.5012	5.4286	874	0.6536	0.2326	0.6536	0.8085
0.5012	5.4410	876	0.7705	-0.0577	0.7705	0.8778
0.5012	5.4534	878	0.8327	-0.0577	0.8327	0.9125
0.5012	5.4658	880	0.8896	-0.0577	0.8896	0.9432
0.5012	5.4783	882	0.9999	-0.0916	0.9999	0.9999
0.5012	5.4907	884	0.9648	-0.0708	0.9648	0.9823
0.5012	5.5031	886	0.9080	-0.0577	0.9080	0.9529
0.5012	5.5155	888	0.7694	-0.0577	0.7694	0.8772
0.5012	5.5280	890	0.7069	0.2326	0.7069	0.8408
0.5012	5.5404	892	0.7064	0.2326	0.7064	0.8405
0.5012	5.5528	894	0.7479	0.2326	0.7479	0.8648
0.5012	5.5652	896	0.7406	0.2326	0.7406	0.8606
0.5012	5.5776	898	0.7104	0.2326	0.7104	0.8429
0.5012	5.5901	900	0.6879	0.2326	0.6879	0.8294
0.5012	5.6025	902	0.7142	-0.0577	0.7142	0.8451
0.5012	5.6149	904	0.6966	-0.0421	0.6966	0.8346
0.5012	5.6273	906	0.6479	0.2326	0.6479	0.8049
0.5012	5.6398	908	0.6400	0.2326	0.6400	0.8000
0.5012	5.6522	910	0.6908	0.2326	0.6908	0.8312
0.5012	5.6646	912	0.7447	-0.0421	0.7447	0.8630
0.5012	5.6770	914	0.7876	-0.0577	0.7876	0.8875
0.5012	5.6894	916	0.7773	-0.0577	0.7773	0.8817
0.5012	5.7019	918	0.7495	-0.0421	0.7495	0.8657
0.5012	5.7143	920	0.7827	-0.0421	0.7827	0.8847
0.5012	5.7267	922	0.7477	0.2326	0.7477	0.8647
0.5012	5.7391	924	0.7482	0.2326	0.7482	0.8650
0.5012	5.7516	926	0.7515	0.2326	0.7515	0.8669
0.5012	5.7640	928	0.7416	0.2326	0.7416	0.8612
0.5012	5.7764	930	0.7621	0.2326	0.7621	0.8730
0.5012	5.7888	932	0.7662	0.2326	0.7662	0.8753
0.5012	5.8012	934	0.7457	0.2326	0.7457	0.8635
0.5012	5.8137	936	0.7866	0.2326	0.7866	0.8869
0.5012	5.8261	938	0.8696	-0.0577	0.8696	0.9325
0.5012	5.8385	940	0.9248	-0.0577	0.9248	0.9617
0.5012	5.8509	942	1.0106	-0.0820	1.0106	1.0053
0.5012	5.8634	944	1.1454	-0.0916	1.1454	1.0703
0.5012	5.8758	946	1.1838	-0.1000	1.1838	1.0880
0.5012	5.8882	948	1.1338	-0.0916	1.1338	1.0648
0.5012	5.9006	950	0.9679	-0.0820	0.9679	0.9838
0.5012	5.9130	952	0.7855	-0.0421	0.7855	0.8863
0.5012	5.9255	954	0.7297	0.2326	0.7297	0.8542
0.5012	5.9379	956	0.7603	-0.0421	0.7603	0.8720
0.5012	5.9503	958	0.8137	-0.0421	0.8137	0.9021
0.5012	5.9627	960	0.8145	-0.0421	0.8145	0.9025
0.5012	5.9752	962	0.8800	-0.0577	0.8800	0.9381
0.5012	5.9876	964	1.1164	-0.0916	1.1164	1.0566
0.5012	6.0	966	1.2272	-0.2550	1.2272	1.1078
0.5012	6.0124	968	1.2045	-0.2550	1.2045	1.0975
0.5012	6.0248	970	1.1477	-0.0916	1.1477	1.0713
0.5012	6.0373	972	1.1650	-0.0916	1.1650	1.0793
0.5012	6.0497	974	1.0834	-0.0820	1.0834	1.0408
0.5012	6.0621	976	1.0155	-0.0708	1.0155	1.0077
0.5012	6.0745	978	0.9160	-0.0577	0.9160	0.9571
0.5012	6.0870	980	0.8728	-0.0421	0.8728	0.9342
0.5012	6.0994	982	0.8736	-0.0577	0.8736	0.9347
0.5012	6.1118	984	0.8484	-0.0577	0.8484	0.9211
0.5012	6.1242	986	0.8878	-0.0577	0.8878	0.9422
0.5012	6.1366	988	0.8987	-0.0577	0.8987	0.9480
0.5012	6.1491	990	0.8298	-0.0577	0.8298	0.9109
0.5012	6.1615	992	0.6759	0.2326	0.6759	0.8221
0.5012	6.1739	994	0.6068	0.2326	0.6068	0.7790
0.5012	6.1863	996	0.6314	0.0	0.6314	0.7946
0.5012	6.1988	998	0.6281	0.0	0.6281	0.7925
0.0934	6.2112	1000	0.6283	0.2326	0.6283	0.7927
0.0934	6.2236	1002	0.7021	-0.0421	0.7021	0.8379
0.0934	6.2360	1004	0.8168	-0.0577	0.8168	0.9038
0.0934	6.2484	1006	0.9313	-0.0708	0.9313	0.9651
0.0934	6.2609	1008	1.0171	-0.0820	1.0171	1.0085
0.0934	6.2733	1010	1.1038	-0.0916	1.1038	1.0506
0.0934	6.2857	1012	1.0690	-0.0916	1.0690	1.0339
0.0934	6.2981	1014	0.9399	-0.0708	0.9399	0.9695
0.0934	6.3106	1016	0.8053	-0.0577	0.8053	0.8974
0.0934	6.3230	1018	0.7501	-0.0421	0.7501	0.8661
0.0934	6.3354	1020	0.7499	0.2326	0.7499	0.8660
0.0934	6.3478	1022	0.8058	-0.0577	0.8058	0.8977
0.0934	6.3602	1024	0.8789	-0.0577	0.8789	0.9375
0.0934	6.3727	1026	0.9817	-0.0708	0.9817	0.9908
0.0934	6.3851	1028	1.0630	-0.0820	1.0630	1.0310
0.0934	6.3975	1030	1.0482	-0.0820	1.0482	1.0238
0.0934	6.4099	1032	0.9938	-0.0820	0.9938	0.9969
0.0934	6.4224	1034	0.8849	-0.0577	0.8849	0.9407
0.0934	6.4348	1036	0.7759	-0.0421	0.7759	0.8809
0.0934	6.4472	1038	0.7410	0.2326	0.7410	0.8608
0.0934	6.4596	1040	0.7463	0.2326	0.7463	0.8639
0.0934	6.4720	1042	0.8238	-0.0577	0.8238	0.9076
0.0934	6.4845	1044	0.9245	-0.0577	0.9245	0.9615
0.0934	6.4969	1046	0.9361	-0.0577	0.9361	0.9675
0.0934	6.5093	1048	0.8846	-0.0577	0.8846	0.9405
0.0934	6.5217	1050	0.8607	-0.0577	0.8607	0.9277
0.0934	6.5342	1052	0.8652	-0.0577	0.8652	0.9302
0.0934	6.5466	1054	0.9098	-0.0577	0.9098	0.9538
0.0934	6.5590	1056	0.9246	-0.0577	0.9246	0.9616
0.0934	6.5714	1058	0.8439	-0.0421	0.8439	0.9187
0.0934	6.5839	1060	0.7868	0.2326	0.7868	0.8870
0.0934	6.5963	1062	0.7717	0.2326	0.7717	0.8784
0.0934	6.6087	1064	0.7712	-0.0421	0.7712	0.8782
0.0934	6.6211	1066	0.8004	-0.0421	0.8004	0.8947
0.0934	6.6335	1068	0.8484	-0.0577	0.8484	0.9211
0.0934	6.6460	1070	0.8872	-0.0577	0.8872	0.9419
0.0934	6.6584	1072	0.8827	-0.0577	0.8827	0.9395
0.0934	6.6708	1074	0.8399	-0.0577	0.8399	0.9165
0.0934	6.6832	1076	0.7580	-0.0577	0.7580	0.8706
0.0934	6.6957	1078	0.7154	-0.0421	0.7154	0.8458
0.0934	6.7081	1080	0.6872	0.2326	0.6872	0.8290
0.0934	6.7205	1082	0.6751	0.2326	0.6751	0.8216
0.0934	6.7329	1084	0.7002	0.2326	0.7002	0.8368
0.0934	6.7453	1086	0.7921	-0.0577	0.7921	0.8900
0.0934	6.7578	1088	0.9251	-0.0577	0.9251	0.9618
0.0934	6.7702	1090	1.0125	-0.0708	1.0125	1.0062
0.0934	6.7826	1092	1.0257	-0.0577	1.0257	1.0128
0.0934	6.7950	1094	1.0347	-0.0577	1.0347	1.0172
0.0934	6.8075	1096	1.0392	-0.0708	1.0392	1.0194
0.0934	6.8199	1098	0.9906	-0.0577	0.9906	0.9953
0.0934	6.8323	1100	0.9452	-0.0577	0.9452	0.9722
0.0934	6.8447	1102	0.8659	-0.0577	0.8659	0.9305
0.0934	6.8571	1104	0.7989	-0.0577	0.7989	0.8938
0.0934	6.8696	1106	0.7613	-0.0577	0.7613	0.8725
0.0934	6.8820	1108	0.7609	-0.0577	0.7609	0.8723
0.0934	6.8944	1110	0.7599	-0.0577	0.7599	0.8717
0.0934	6.9068	1112	0.7411	-0.0577	0.7411	0.8609
0.0934	6.9193	1114	0.7190	-0.0421	0.7190	0.8479
0.0934	6.9317	1116	0.7133	0.2326	0.7133	0.8446
0.0934	6.9441	1118	0.7000	0.2326	0.7000	0.8366
0.0934	6.9565	1120	0.6706	0.2326	0.6706	0.8189
0.0934	6.9689	1122	0.6842	0.2326	0.6842	0.8272
0.0934	6.9814	1124	0.7324	-0.0577	0.7324	0.8558
0.0934	6.9938	1126	0.7404	-0.0421	0.7404	0.8605
0.0934	7.0062	1128	0.7432	0.2326	0.7432	0.8621
0.0934	7.0186	1130	0.7628	0.2326	0.7628	0.8734
0.0934	7.0311	1132	0.7848	0.2326	0.7848	0.8859
0.0934	7.0435	1134	0.7775	0.2326	0.7775	0.8818
0.0934	7.0559	1136	0.7742	-0.0421	0.7742	0.8799
0.0934	7.0683	1138	0.7758	-0.0421	0.7758	0.8808
0.0934	7.0807	1140	0.7714	-0.0421	0.7714	0.8783
0.0934	7.0932	1142	0.7606	0.2326	0.7606	0.8721
0.0934	7.1056	1144	0.7546	0.2326	0.7546	0.8687
0.0934	7.1180	1146	0.7504	0.2326	0.7504	0.8663
0.0934	7.1304	1148	0.7808	-0.0577	0.7808	0.8836
0.0934	7.1429	1150	0.8262	-0.0577	0.8262	0.9089
0.0934	7.1553	1152	0.8734	-0.0577	0.8734	0.9345
0.0934	7.1677	1154	0.9175	-0.0577	0.9175	0.9579
0.0934	7.1801	1156	0.9319	-0.0577	0.9319	0.9653
0.0934	7.1925	1158	0.9007	-0.0577	0.9007	0.9491
0.0934	7.2050	1160	0.8475	-0.0577	0.8475	0.9206
0.0934	7.2174	1162	0.8095	-0.0577	0.8095	0.8997
0.0934	7.2298	1164	0.8018	-0.0421	0.8018	0.8955
0.0934	7.2422	1166	0.7893	-0.0421	0.7893	0.8884
0.0934	7.2547	1168	0.7727	0.2326	0.7727	0.8790
0.0934	7.2671	1170	0.7696	-0.0421	0.7696	0.8773
0.0934	7.2795	1172	0.7785	-0.0577	0.7785	0.8823
0.0934	7.2919	1174	0.7947	-0.0577	0.7947	0.8914
0.0934	7.3043	1176	0.8193	-0.0577	0.8193	0.9051
0.0934	7.3168	1178	0.8459	-0.0577	0.8459	0.9198
0.0934	7.3292	1180	0.8367	-0.0577	0.8367	0.9147
0.0934	7.3416	1182	0.8348	-0.0577	0.8348	0.9136
0.0934	7.3540	1184	0.8191	-0.0577	0.8191	0.9050
0.0934	7.3665	1186	0.8067	-0.0577	0.8067	0.8981
0.0934	7.3789	1188	0.7887	-0.0577	0.7887	0.8881
0.0934	7.3913	1190	0.7781	-0.0577	0.7781	0.8821
0.0934	7.4037	1192	0.7757	-0.0577	0.7757	0.8807
0.0934	7.4161	1194	0.7894	-0.0577	0.7894	0.8885
0.0934	7.4286	1196	0.8163	-0.0577	0.8163	0.9035
0.0934	7.4410	1198	0.8860	-0.0577	0.8860	0.9413
0.0934	7.4534	1200	0.9199	-0.0577	0.9199	0.9591
0.0934	7.4658	1202	0.9243	-0.0577	0.9243	0.9614
0.0934	7.4783	1204	0.9022	-0.0577	0.9022	0.9499
0.0934	7.4907	1206	0.8693	-0.0577	0.8693	0.9324
0.0934	7.5031	1208	0.8269	-0.0577	0.8269	0.9093
0.0934	7.5155	1210	0.8051	0.2326	0.8051	0.8973
0.0934	7.5280	1212	0.7919	0.2326	0.7919	0.8899
0.0934	7.5404	1214	0.7758	0.2326	0.7758	0.8808
0.0934	7.5528	1216	0.7772	-0.0421	0.7772	0.8816
0.0934	7.5652	1218	0.7666	-0.0421	0.7666	0.8756
0.0934	7.5776	1220	0.7575	0.2326	0.7575	0.8703
0.0934	7.5901	1222	0.7600	0.2326	0.7600	0.8718
0.0934	7.6025	1224	0.7615	-0.0421	0.7615	0.8727
0.0934	7.6149	1226	0.7886	-0.0577	0.7886	0.8881
0.0934	7.6273	1228	0.8190	-0.0577	0.8190	0.9050
0.0934	7.6398	1230	0.8700	-0.0577	0.8700	0.9328
0.0934	7.6522	1232	0.8848	-0.0577	0.8848	0.9407
0.0934	7.6646	1234	0.8839	-0.0577	0.8839	0.9401
0.0934	7.6770	1236	0.8422	-0.0577	0.8422	0.9177
0.0934	7.6894	1238	0.8279	-0.0577	0.8279	0.9099
0.0934	7.7019	1240	0.8446	-0.0577	0.8446	0.9190
0.0934	7.7143	1242	0.8349	-0.0577	0.8349	0.9137
0.0934	7.7267	1244	0.7895	-0.0577	0.7895	0.8885
0.0934	7.7391	1246	0.7477	-0.0421	0.7477	0.8647
0.0934	7.7516	1248	0.7162	0.2326	0.7162	0.8463
0.0934	7.7640	1250	0.6938	0.2326	0.6938	0.8329
0.0934	7.7764	1252	0.6798	0.2326	0.6798	0.8245
0.0934	7.7888	1254	0.6748	0.2326	0.6748	0.8214
0.0934	7.8012	1256	0.6795	0.0	0.6795	0.8243
0.0934	7.8137	1258	0.6897	0.0	0.6897	0.8305
0.0934	7.8261	1260	0.6870	0.0	0.6870	0.8288
0.0934	7.8385	1262	0.6810	0.0	0.6810	0.8252
0.0934	7.8509	1264	0.6855	0.0	0.6855	0.8279
0.0934	7.8634	1266	0.6982	0.2326	0.6982	0.8356
0.0934	7.8758	1268	0.7369	0.2326	0.7369	0.8584
0.0934	7.8882	1270	0.7977	-0.0421	0.7977	0.8932
0.0934	7.9006	1272	0.8583	-0.0577	0.8583	0.9265
0.0934	7.9130	1274	0.8568	-0.0421	0.8568	0.9256
0.0934	7.9255	1276	0.8229	-0.0421	0.8229	0.9072
0.0934	7.9379	1278	0.7771	-0.0421	0.7771	0.8815
0.0934	7.9503	1280	0.7498	-0.0421	0.7498	0.8659
0.0934	7.9627	1282	0.7372	-0.0421	0.7372	0.8586
0.0934	7.9752	1284	0.7373	0.2326	0.7373	0.8587
0.0934	7.9876	1286	0.7472	0.2326	0.7472	0.8644
0.0934	8.0	1288	0.7595	0.2326	0.7595	0.8715
0.0934	8.0124	1290	0.7658	0.2326	0.7658	0.8751
0.0934	8.0248	1292	0.7601	0.2326	0.7601	0.8718
0.0934	8.0373	1294	0.7500	0.2326	0.7500	0.8660
0.0934	8.0497	1296	0.7392	0.2326	0.7392	0.8598
0.0934	8.0621	1298	0.7226	0.2326	0.7226	0.8500
0.0934	8.0745	1300	0.7098	0.2326	0.7098	0.8425
0.0934	8.0870	1302	0.7037	0.2326	0.7037	0.8389
0.0934	8.0994	1304	0.6960	0.2326	0.6960	0.8343
0.0934	8.1118	1306	0.6900	0.2326	0.6900	0.8306
0.0934	8.1242	1308	0.6856	0.2326	0.6856	0.8280
0.0934	8.1366	1310	0.6875	0.2326	0.6875	0.8292
0.0934	8.1491	1312	0.6750	0.2326	0.6750	0.8216
0.0934	8.1615	1314	0.6647	0.2326	0.6647	0.8153
0.0934	8.1739	1316	0.6794	0.2326	0.6794	0.8242
0.0934	8.1863	1318	0.7443	-0.0421	0.7443	0.8627
0.0934	8.1988	1320	0.8355	-0.0708	0.8355	0.9140
0.0934	8.2112	1322	0.9096	-0.0708	0.9096	0.9537
0.0934	8.2236	1324	0.9210	-0.0708	0.9210	0.9597
0.0934	8.2360	1326	0.9316	-0.0708	0.9316	0.9652
0.0934	8.2484	1328	0.8867	-0.0708	0.8867	0.9417
0.0934	8.2609	1330	0.8263	-0.0577	0.8263	0.9090
0.0934	8.2733	1332	0.7779	-0.0421	0.7779	0.8820
0.0934	8.2857	1334	0.7593	0.2326	0.7593	0.8714
0.0934	8.2981	1336	0.7566	0.2326	0.7566	0.8698
0.0934	8.3106	1338	0.7673	0.2326	0.7673	0.8760
0.0934	8.3230	1340	0.7910	0.2326	0.7910	0.8894
0.0934	8.3354	1342	0.7911	0.2326	0.7911	0.8895
0.0934	8.3478	1344	0.7624	0.2326	0.7624	0.8731
0.0934	8.3602	1346	0.7395	0.2326	0.7395	0.8599
0.0934	8.3727	1348	0.7383	0.2326	0.7383	0.8593
0.0934	8.3851	1350	0.7483	-0.0421	0.7483	0.8651
0.0934	8.3975	1352	0.7644	-0.0421	0.7644	0.8743
0.0934	8.4099	1354	0.7898	-0.0421	0.7898	0.8887
0.0934	8.4224	1356	0.7860	-0.0421	0.7860	0.8866
0.0934	8.4348	1358	0.7519	-0.0421	0.7519	0.8671
0.0934	8.4472	1360	0.6999	0.2326	0.6999	0.8366
0.0934	8.4596	1362	0.6728	0.2326	0.6728	0.8203
0.0934	8.4720	1364	0.6614	0.2326	0.6614	0.8133
0.0934	8.4845	1366	0.6543	0.2326	0.6543	0.8089
0.0934	8.4969	1368	0.6535	0.2326	0.6535	0.8084
0.0934	8.5093	1370	0.6573	0.2326	0.6573	0.8107
0.0934	8.5217	1372	0.6659	0.2326	0.6659	0.8160
0.0934	8.5342	1374	0.6730	0.0	0.6730	0.8204
0.0934	8.5466	1376	0.6832	0.0	0.6832	0.8266
0.0934	8.5590	1378	0.6908	0.0	0.6908	0.8311
0.0934	8.5714	1380	0.7052	0.2326	0.7052	0.8398
0.0934	8.5839	1382	0.7440	0.2326	0.7440	0.8626
0.0934	8.5963	1384	0.7802	-0.0421	0.7802	0.8833
0.0934	8.6087	1386	0.8235	-0.0421	0.8235	0.9074
0.0934	8.6211	1388	0.8691	-0.0577	0.8691	0.9322
0.0934	8.6335	1390	0.8743	-0.0577	0.8743	0.9350
0.0934	8.6460	1392	0.8669	-0.0577	0.8669	0.9311
0.0934	8.6584	1394	0.8655	-0.0577	0.8655	0.9303
0.0934	8.6708	1396	0.8721	-0.0577	0.8721	0.9339
0.0934	8.6832	1398	0.8822	-0.0577	0.8822	0.9393
0.0934	8.6957	1400	0.9116	-0.0577	0.9116	0.9548
0.0934	8.7081	1402	0.9221	-0.0577	0.9221	0.9603
0.0934	8.7205	1404	0.9138	-0.0577	0.9138	0.9559
0.0934	8.7329	1406	0.8766	-0.0577	0.8766	0.9362
0.0934	8.7453	1408	0.8237	-0.0421	0.8237	0.9076
0.0934	8.7578	1410	0.7851	-0.0421	0.7851	0.8860
0.0934	8.7702	1412	0.7628	0.2326	0.7628	0.8734
0.0934	8.7826	1414	0.7506	0.2326	0.7506	0.8664
0.0934	8.7950	1416	0.7442	0.0	0.7442	0.8627
0.0934	8.8075	1418	0.7379	0.0	0.7379	0.8590
0.0934	8.8199	1420	0.7357	0.0	0.7357	0.8577
0.0934	8.8323	1422	0.7309	0.0	0.7309	0.8549
0.0934	8.8447	1424	0.7298	0.2326	0.7298	0.8543
0.0934	8.8571	1426	0.7333	0.2326	0.7333	0.8563
0.0934	8.8696	1428	0.7379	0.2326	0.7379	0.8590
0.0934	8.8820	1430	0.7448	0.2326	0.7448	0.8630
0.0934	8.8944	1432	0.7624	-0.0421	0.7624	0.8732
0.0934	8.9068	1434	0.7815	-0.0421	0.7815	0.8840
0.0934	8.9193	1436	0.7826	-0.0421	0.7826	0.8846
0.0934	8.9317	1438	0.7618	-0.0421	0.7618	0.8728
0.0934	8.9441	1440	0.7502	0.2326	0.7502	0.8662
0.0934	8.9565	1442	0.7483	0.2326	0.7483	0.8651
0.0934	8.9689	1444	0.7555	0.2326	0.7555	0.8692
0.0934	8.9814	1446	0.7602	0.2326	0.7602	0.8719
0.0934	8.9938	1448	0.7594	0.2326	0.7594	0.8715
0.0934	9.0062	1450	0.7531	0.2326	0.7531	0.8678
0.0934	9.0186	1452	0.7479	0.2326	0.7479	0.8648
0.0934	9.0311	1454	0.7446	0.2326	0.7446	0.8629
0.0934	9.0435	1456	0.7483	0.2326	0.7483	0.8651
0.0934	9.0559	1458	0.7574	-0.0421	0.7574	0.8703
0.0934	9.0683	1460	0.7667	-0.0421	0.7667	0.8756
0.0934	9.0807	1462	0.7701	-0.0421	0.7701	0.8775
0.0934	9.0932	1464	0.7688	-0.0421	0.7688	0.8768
0.0934	9.1056	1466	0.7625	-0.0421	0.7625	0.8732
0.0934	9.1180	1468	0.7551	-0.0421	0.7551	0.8690
0.0934	9.1304	1470	0.7572	-0.0421	0.7572	0.8702
0.0934	9.1429	1472	0.7640	-0.0421	0.7640	0.8741
0.0934	9.1553	1474	0.7713	-0.0421	0.7713	0.8782
0.0934	9.1677	1476	0.7784	-0.0421	0.7784	0.8823
0.0934	9.1801	1478	0.7857	-0.0421	0.7857	0.8864
0.0934	9.1925	1480	0.7921	-0.0421	0.7921	0.8900
0.0934	9.2050	1482	0.7932	-0.0421	0.7932	0.8906
0.0934	9.2174	1484	0.7908	-0.0421	0.7908	0.8892
0.0934	9.2298	1486	0.7925	-0.0421	0.7925	0.8902
0.0934	9.2422	1488	0.7984	-0.0421	0.7984	0.8935
0.0934	9.2547	1490	0.8068	-0.0421	0.8068	0.8982
0.0934	9.2671	1492	0.8217	-0.0421	0.8217	0.9065
0.0934	9.2795	1494	0.8267	-0.0421	0.8267	0.9092
0.0934	9.2919	1496	0.8324	-0.0421	0.8324	0.9124
0.0934	9.3043	1498	0.8339	-0.0421	0.8339	0.9132
0.0508	9.3168	1500	0.8289	-0.0421	0.8289	0.9104
0.0508	9.3292	1502	0.8236	-0.0421	0.8236	0.9076
0.0508	9.3416	1504	0.8246	-0.0421	0.8246	0.9081
0.0508	9.3540	1506	0.8300	-0.0421	0.8300	0.9110
0.0508	9.3665	1508	0.8338	-0.0421	0.8338	0.9131
0.0508	9.3789	1510	0.8342	-0.0421	0.8342	0.9133
0.0508	9.3913	1512	0.8351	-0.0421	0.8351	0.9138
0.0508	9.4037	1514	0.8375	-0.0421	0.8375	0.9152
0.0508	9.4161	1516	0.8356	-0.0421	0.8356	0.9141
0.0508	9.4286	1518	0.8297	-0.0421	0.8297	0.9109
0.0508	9.4410	1520	0.8173	-0.0421	0.8173	0.9041
0.0508	9.4534	1522	0.8040	-0.0421	0.8040	0.8967
0.0508	9.4658	1524	0.7920	-0.0421	0.7920	0.8899
0.0508	9.4783	1526	0.7866	-0.0421	0.7866	0.8869
0.0508	9.4907	1528	0.7830	-0.0421	0.7830	0.8849
0.0508	9.5031	1530	0.7760	-0.0421	0.7760	0.8809
0.0508	9.5155	1532	0.7720	-0.0421	0.7720	0.8787
0.0508	9.5280	1534	0.7699	-0.0421	0.7699	0.8774
0.0508	9.5404	1536	0.7691	-0.0421	0.7691	0.8770
0.0508	9.5528	1538	0.7687	-0.0421	0.7687	0.8767
0.0508	9.5652	1540	0.7689	-0.0421	0.7689	0.8768
0.0508	9.5776	1542	0.7684	-0.0421	0.7684	0.8766
0.0508	9.5901	1544	0.7703	-0.0421	0.7703	0.8777
0.0508	9.6025	1546	0.7730	-0.0421	0.7730	0.8792
0.0508	9.6149	1548	0.7757	-0.0421	0.7757	0.8807
0.0508	9.6273	1550	0.7766	-0.0421	0.7766	0.8812
0.0508	9.6398	1552	0.7761	-0.0421	0.7761	0.8810
0.0508	9.6522	1554	0.7738	-0.0421	0.7738	0.8797
0.0508	9.6646	1556	0.7733	-0.0421	0.7733	0.8794
0.0508	9.6770	1558	0.7768	-0.0421	0.7768	0.8813
0.0508	9.6894	1560	0.7832	-0.0421	0.7832	0.8850
0.0508	9.7019	1562	0.7896	-0.0421	0.7896	0.8886
0.0508	9.7143	1564	0.7945	-0.0421	0.7945	0.8913
0.0508	9.7267	1566	0.7988	-0.0421	0.7988	0.8938
0.0508	9.7391	1568	0.8050	-0.0421	0.8050	0.8972
0.0508	9.7516	1570	0.8100	-0.0421	0.8100	0.9000
0.0508	9.7640	1572	0.8132	-0.0421	0.8132	0.9018
0.0508	9.7764	1574	0.8167	-0.0421	0.8167	0.9037
0.0508	9.7888	1576	0.8191	-0.0421	0.8191	0.9050
0.0508	9.8012	1578	0.8217	-0.0421	0.8217	0.9065
0.0508	9.8137	1580	0.8240	-0.0421	0.8240	0.9077
0.0508	9.8261	1582	0.8255	-0.0421	0.8255	0.9085
0.0508	9.8385	1584	0.8289	-0.0421	0.8289	0.9104
0.0508	9.8509	1586	0.8338	-0.0421	0.8338	0.9131
0.0508	9.8634	1588	0.8366	-0.0421	0.8366	0.9147
0.0508	9.8758	1590	0.8396	-0.0421	0.8396	0.9163
0.0508	9.8882	1592	0.8403	-0.0421	0.8403	0.9167
0.0508	9.9006	1594	0.8405	-0.0421	0.8405	0.9168
0.0508	9.9130	1596	0.8410	-0.0421	0.8410	0.9170
0.0508	9.9255	1598	0.8414	-0.0421	0.8414	0.9173
0.0508	9.9379	1600	0.8422	-0.0421	0.8422	0.9177
0.0508	9.9503	1602	0.8425	-0.0421	0.8425	0.9179
0.0508	9.9627	1604	0.8428	-0.0421	0.8428	0.9180
0.0508	9.9752	1606	0.8431	-0.0421	0.8431	0.9182
0.0508	9.9876	1608	0.8431	-0.0421	0.8431	0.9182
0.0508	10.0	1610	0.8431	-0.0421	0.8431	0.9182

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