ArabicNewSplits_FineTuningAraBERT_AugV5_k30_task1_organization_fold1

MayBashendy/ArabicNewSplits_FineTuningAraBERT_AugV5_k30_task1_organization_fold1

ArabicNewSplits_FineTuningAraBERT_AugV5_k30_task1_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 26, 2024
Updated: Nov 26, 2024
SHA: 4030ccd2

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits_FineTuningAraBERT_AugV5_k30_task1_organization_fold1

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.1568
Qwk: 0.4791
Mse: 1.1568
Rmse: 1.0755

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	0.0146	2	4.5494	-0.0718	4.5494	2.1329
No log	0.0292	4	2.1384	0.0655	2.1384	1.4623
No log	0.0438	6	1.5137	0.0534	1.5137	1.2303
No log	0.0584	8	1.2519	0.1039	1.2519	1.1189
No log	0.0730	10	1.0554	0.2701	1.0554	1.0273
No log	0.0876	12	1.1937	0.3332	1.1937	1.0926
No log	0.1022	14	1.5217	0.2691	1.5217	1.2336
No log	0.1168	16	1.9880	0.1750	1.9880	1.4100
No log	0.1314	18	1.9385	0.1486	1.9385	1.3923
No log	0.1460	20	1.6698	0.2046	1.6698	1.2922
No log	0.1606	22	1.4720	0.2547	1.4720	1.2133
No log	0.1752	24	1.3455	0.2333	1.3455	1.1599
No log	0.1898	26	1.2077	0.1869	1.2077	1.0989
No log	0.2044	28	1.1101	0.1788	1.1101	1.0536
No log	0.2190	30	1.0874	0.1446	1.0874	1.0428
No log	0.2336	32	1.0314	0.1503	1.0314	1.0156
No log	0.2482	34	1.0383	0.2252	1.0383	1.0190
No log	0.2628	36	1.0934	0.2498	1.0934	1.0457
No log	0.2774	38	1.1372	0.2148	1.1372	1.0664
No log	0.2920	40	1.0674	0.2225	1.0674	1.0331
No log	0.3066	42	0.9614	0.2332	0.9614	0.9805
No log	0.3212	44	0.8119	0.3710	0.8119	0.9011
No log	0.3358	46	0.7577	0.3801	0.7577	0.8704
No log	0.3504	48	0.7367	0.4270	0.7367	0.8583
No log	0.3650	50	0.7142	0.5234	0.7142	0.8451
No log	0.3796	52	0.8488	0.4499	0.8488	0.9213
No log	0.3942	54	0.9701	0.3702	0.9701	0.9849
No log	0.4088	56	0.8223	0.5285	0.8223	0.9068
No log	0.4234	58	0.7860	0.4837	0.7860	0.8866
No log	0.4380	60	0.8313	0.4971	0.8313	0.9118
No log	0.4526	62	0.9094	0.3698	0.9094	0.9536
No log	0.4672	64	0.9141	0.3233	0.9141	0.9561
No log	0.4818	66	0.7993	0.4152	0.7993	0.8940
No log	0.4964	68	0.7628	0.4331	0.7628	0.8734
No log	0.5109	70	0.8305	0.4469	0.8305	0.9113
No log	0.5255	72	0.8446	0.4160	0.8446	0.9190
No log	0.5401	74	0.8638	0.3983	0.8638	0.9294
No log	0.5547	76	0.9526	0.4213	0.9526	0.9760
No log	0.5693	78	1.0209	0.3753	1.0209	1.0104
No log	0.5839	80	1.0818	0.2540	1.0818	1.0401
No log	0.5985	82	1.1124	0.1959	1.1124	1.0547
No log	0.6131	84	1.0437	0.2177	1.0437	1.0216
No log	0.6277	86	0.9932	0.3308	0.9932	0.9966
No log	0.6423	88	0.9249	0.3776	0.9249	0.9617
No log	0.6569	90	0.8608	0.3418	0.8608	0.9278
No log	0.6715	92	0.8826	0.4509	0.8826	0.9395
No log	0.6861	94	0.8575	0.4501	0.8575	0.9260
No log	0.7007	96	0.8675	0.4716	0.8675	0.9314
No log	0.7153	98	0.9131	0.4409	0.9131	0.9556
No log	0.7299	100	0.9013	0.4175	0.9013	0.9493
No log	0.7445	102	0.8666	0.4529	0.8666	0.9309
No log	0.7591	104	0.8658	0.3651	0.8658	0.9305
No log	0.7737	106	0.8916	0.2980	0.8916	0.9442
No log	0.7883	108	0.9179	0.3280	0.9179	0.9581
No log	0.8029	110	0.9182	0.3646	0.9182	0.9582
No log	0.8175	112	0.8954	0.3133	0.8954	0.9463
No log	0.8321	114	0.8900	0.3188	0.8900	0.9434
No log	0.8467	116	0.9247	0.4644	0.9247	0.9616
No log	0.8613	118	0.9949	0.4343	0.9949	0.9975
No log	0.8759	120	1.0401	0.4291	1.0401	1.0199
No log	0.8905	122	1.0733	0.4553	1.0733	1.0360
No log	0.9051	124	1.0563	0.4766	1.0563	1.0278
No log	0.9197	126	1.1174	0.3999	1.1174	1.0571
No log	0.9343	128	1.1720	0.3523	1.1720	1.0826
No log	0.9489	130	1.1096	0.3646	1.1096	1.0534
No log	0.9635	132	1.0601	0.3679	1.0601	1.0296
No log	0.9781	134	1.0424	0.3209	1.0424	1.0210
No log	0.9927	136	1.0391	0.3131	1.0391	1.0194
No log	1.0073	138	1.0316	0.3447	1.0316	1.0157
No log	1.0219	140	1.0437	0.3447	1.0437	1.0216
No log	1.0365	142	1.0323	0.3447	1.0323	1.0160
No log	1.0511	144	0.9959	0.3330	0.9959	0.9980
No log	1.0657	146	0.9698	0.3402	0.9698	0.9848
No log	1.0803	148	0.9429	0.3709	0.9429	0.9710
No log	1.0949	150	0.9299	0.3620	0.9299	0.9643
No log	1.1095	152	0.9523	0.4129	0.9523	0.9758
No log	1.1241	154	1.0735	0.3501	1.0735	1.0361
No log	1.1387	156	1.2297	0.3518	1.2297	1.1089
No log	1.1533	158	1.3479	0.3793	1.3479	1.1610
No log	1.1679	160	1.3281	0.3683	1.3281	1.1524
No log	1.1825	162	1.2701	0.3912	1.2701	1.1270
No log	1.1971	164	1.1181	0.3701	1.1181	1.0574
No log	1.2117	166	1.0872	0.3232	1.0872	1.0427
No log	1.2263	168	1.0645	0.2982	1.0645	1.0318
No log	1.2409	170	1.0545	0.3159	1.0545	1.0269
No log	1.2555	172	1.0137	0.2582	1.0137	1.0068
No log	1.2701	174	0.9663	0.2839	0.9663	0.9830
No log	1.2847	176	0.9306	0.2732	0.9306	0.9647
No log	1.2993	178	0.9135	0.3286	0.9135	0.9558
No log	1.3139	180	0.9654	0.2865	0.9654	0.9825
No log	1.3285	182	1.0512	0.2557	1.0512	1.0253
No log	1.3431	184	1.1161	0.3207	1.1161	1.0565
No log	1.3577	186	1.0755	0.4416	1.0755	1.0371
No log	1.3723	188	1.0685	0.4436	1.0685	1.0337
No log	1.3869	190	1.0663	0.4653	1.0663	1.0326
No log	1.4015	192	1.1295	0.4544	1.1295	1.0628
No log	1.4161	194	1.1625	0.4189	1.1625	1.0782
No log	1.4307	196	1.1908	0.4309	1.1908	1.0913
No log	1.4453	198	1.1041	0.4252	1.1041	1.0507
No log	1.4599	200	0.9579	0.4689	0.9579	0.9787
No log	1.4745	202	0.9077	0.4887	0.9077	0.9527
No log	1.4891	204	0.9197	0.4660	0.9197	0.9590
No log	1.5036	206	1.0144	0.4627	1.0144	1.0072
No log	1.5182	208	1.0922	0.4503	1.0922	1.0451
No log	1.5328	210	1.1562	0.4516	1.1562	1.0753
No log	1.5474	212	1.0726	0.4639	1.0726	1.0356
No log	1.5620	214	0.9801	0.4611	0.9801	0.9900
No log	1.5766	216	0.8728	0.5200	0.8728	0.9342
No log	1.5912	218	0.8653	0.4994	0.8653	0.9302
No log	1.6058	220	0.9159	0.4250	0.9159	0.9570
No log	1.6204	222	1.0172	0.3559	1.0172	1.0086
No log	1.6350	224	1.0527	0.4033	1.0527	1.0260
No log	1.6496	226	1.2463	0.3768	1.2463	1.1164
No log	1.6642	228	1.3326	0.3845	1.3326	1.1544
No log	1.6788	230	1.2306	0.3821	1.2306	1.1093
No log	1.6934	232	1.1356	0.4288	1.1356	1.0656
No log	1.7080	234	1.1251	0.4113	1.1251	1.0607
No log	1.7226	236	1.1846	0.2933	1.1846	1.0884
No log	1.7372	238	1.3751	0.3709	1.3751	1.1726
No log	1.7518	240	1.4128	0.3220	1.4128	1.1886
No log	1.7664	242	1.2161	0.3652	1.2161	1.1028
No log	1.7810	244	1.0016	0.3230	1.0016	1.0008
No log	1.7956	246	0.9107	0.2477	0.9107	0.9543
No log	1.8102	248	0.8846	0.3014	0.8846	0.9405
No log	1.8248	250	0.9506	0.3491	0.9506	0.9750
No log	1.8394	252	1.1642	0.2591	1.1642	1.0790
No log	1.8540	254	1.2474	0.2735	1.2474	1.1169
No log	1.8686	256	1.1933	0.3633	1.1933	1.0924
No log	1.8832	258	1.0918	0.4472	1.0918	1.0449
No log	1.8978	260	1.0087	0.4429	1.0087	1.0043
No log	1.9124	262	1.0158	0.4047	1.0158	1.0079
No log	1.9270	264	1.1111	0.4232	1.1111	1.0541
No log	1.9416	266	1.1150	0.4471	1.1150	1.0559
No log	1.9562	268	1.0275	0.4145	1.0275	1.0136
No log	1.9708	270	1.0443	0.4167	1.0443	1.0219
No log	1.9854	272	1.0717	0.4295	1.0717	1.0352
No log	2.0	274	0.9329	0.4456	0.9329	0.9659
No log	2.0146	276	0.8779	0.4949	0.8779	0.9370
No log	2.0292	278	0.8001	0.4570	0.8001	0.8945
No log	2.0438	280	0.8236	0.5055	0.8236	0.9075
No log	2.0584	282	0.8477	0.5237	0.8477	0.9207
No log	2.0730	284	0.8181	0.4799	0.8181	0.9045
No log	2.0876	286	0.8390	0.4562	0.8390	0.9160
No log	2.1022	288	1.0750	0.4246	1.0750	1.0368
No log	2.1168	290	1.1926	0.4553	1.1926	1.0921
No log	2.1314	292	1.1000	0.4388	1.1000	1.0488
No log	2.1460	294	0.9396	0.3871	0.9396	0.9694
No log	2.1606	296	0.9771	0.5002	0.9771	0.9885
No log	2.1752	298	0.9828	0.5081	0.9828	0.9914
No log	2.1898	300	0.9442	0.3621	0.9442	0.9717
No log	2.2044	302	0.9369	0.4219	0.9369	0.9679
No log	2.2190	304	0.9394	0.4177	0.9394	0.9692
No log	2.2336	306	0.9857	0.4272	0.9857	0.9928
No log	2.2482	308	0.9467	0.4415	0.9467	0.9730
No log	2.2628	310	0.8779	0.4396	0.8779	0.9369
No log	2.2774	312	0.8684	0.4292	0.8684	0.9319
No log	2.2920	314	0.8519	0.3964	0.8519	0.9230
No log	2.3066	316	0.8616	0.4508	0.8616	0.9282
No log	2.3212	318	0.8968	0.4370	0.8968	0.9470
No log	2.3358	320	0.8905	0.4774	0.8905	0.9437
No log	2.3504	322	0.8697	0.5243	0.8697	0.9326
No log	2.3650	324	0.8515	0.5308	0.8515	0.9228
No log	2.3796	326	0.9016	0.5036	0.9016	0.9496
No log	2.3942	328	1.0116	0.4674	1.0116	1.0058
No log	2.4088	330	1.1085	0.4619	1.1085	1.0528
No log	2.4234	332	1.0651	0.4715	1.0651	1.0320
No log	2.4380	334	0.9925	0.5030	0.9925	0.9963
No log	2.4526	336	0.8957	0.5386	0.8957	0.9464
No log	2.4672	338	0.9038	0.5559	0.9038	0.9507
No log	2.4818	340	0.9875	0.4943	0.9875	0.9937
No log	2.4964	342	1.0837	0.4654	1.0837	1.0410
No log	2.5109	344	1.0982	0.4654	1.0982	1.0480
No log	2.5255	346	1.0418	0.4654	1.0418	1.0207
No log	2.5401	348	0.9609	0.4950	0.9609	0.9803
No log	2.5547	350	0.8548	0.5250	0.8548	0.9245
No log	2.5693	352	0.8107	0.4381	0.8107	0.9004
No log	2.5839	354	0.8180	0.4377	0.8180	0.9045
No log	2.5985	356	0.8511	0.4993	0.8511	0.9226
No log	2.6131	358	0.9291	0.4748	0.9291	0.9639
No log	2.6277	360	1.0409	0.4654	1.0409	1.0202
No log	2.6423	362	1.1335	0.4631	1.1335	1.0647
No log	2.6569	364	1.2075	0.4641	1.2075	1.0988
No log	2.6715	366	1.0806	0.4499	1.0806	1.0395
No log	2.6861	368	0.9553	0.4421	0.9553	0.9774
No log	2.7007	370	0.9307	0.4348	0.9307	0.9647
No log	2.7153	372	0.9140	0.3927	0.9140	0.9560
No log	2.7299	374	0.8810	0.3823	0.8810	0.9386
No log	2.7445	376	0.9037	0.3939	0.9037	0.9506
No log	2.7591	378	0.9979	0.4456	0.9979	0.9989
No log	2.7737	380	1.1383	0.4232	1.1383	1.0669
No log	2.7883	382	1.1618	0.4447	1.1618	1.0778
No log	2.8029	384	1.3059	0.4314	1.3059	1.1428
No log	2.8175	386	1.3006	0.4299	1.3006	1.1404
No log	2.8321	388	1.1349	0.4380	1.1349	1.0653
No log	2.8467	390	0.9673	0.4456	0.9673	0.9835
No log	2.8613	392	0.8681	0.4149	0.8681	0.9317
No log	2.8759	394	0.8345	0.4416	0.8345	0.9135
No log	2.8905	396	0.8449	0.4822	0.8449	0.9192
No log	2.9051	398	0.8853	0.4848	0.8853	0.9409
No log	2.9197	400	0.9950	0.4629	0.9950	0.9975
No log	2.9343	402	1.1301	0.4410	1.1301	1.0630
No log	2.9489	404	1.1517	0.4502	1.1517	1.0732
No log	2.9635	406	1.1118	0.4502	1.1118	1.0544
No log	2.9781	408	0.9855	0.5277	0.9855	0.9927
No log	2.9927	410	0.9567	0.5507	0.9567	0.9781
No log	3.0073	412	0.9794	0.4629	0.9794	0.9896
No log	3.0219	414	1.0652	0.4513	1.0652	1.0321
No log	3.0365	416	1.0779	0.4512	1.0779	1.0382
No log	3.0511	418	1.0234	0.4483	1.0234	1.0116
No log	3.0657	420	1.0115	0.4483	1.0115	1.0058
No log	3.0803	422	0.9739	0.4216	0.9739	0.9869
No log	3.0949	424	0.8956	0.4421	0.8956	0.9464
No log	3.1095	426	0.9170	0.4442	0.9170	0.9576
No log	3.1241	428	1.0104	0.4803	1.0104	1.0052
No log	3.1387	430	1.1692	0.4540	1.1692	1.0813
No log	3.1533	432	1.2207	0.4328	1.2207	1.1049
No log	3.1679	434	1.2732	0.4588	1.2732	1.1284
No log	3.1825	436	1.1752	0.4325	1.1752	1.0840
No log	3.1971	438	1.0006	0.4641	1.0006	1.0003
No log	3.2117	440	0.9406	0.4629	0.9406	0.9698
No log	3.2263	442	0.9425	0.4604	0.9425	0.9708
No log	3.2409	444	0.9213	0.4590	0.9213	0.9598
No log	3.2555	446	0.9141	0.4604	0.9141	0.9561
No log	3.2701	448	0.8844	0.4590	0.8844	0.9404
No log	3.2847	450	0.8275	0.4356	0.8275	0.9097
No log	3.2993	452	0.8080	0.4974	0.8080	0.8989
No log	3.3139	454	0.8145	0.4974	0.8145	0.9025
No log	3.3285	456	0.8812	0.4679	0.8812	0.9387
No log	3.3431	458	1.0410	0.4753	1.0410	1.0203
No log	3.3577	460	1.2288	0.4588	1.2288	1.1085
No log	3.3723	462	1.3154	0.4621	1.3154	1.1469
No log	3.3869	464	1.3058	0.4430	1.3058	1.1427
No log	3.4015	466	1.1862	0.4503	1.1862	1.0891
No log	3.4161	468	1.0559	0.4571	1.0559	1.0276
No log	3.4307	470	1.0212	0.4571	1.0212	1.0105
No log	3.4453	472	0.9879	0.4791	0.9879	0.9939
No log	3.4599	474	0.9527	0.4775	0.9527	0.9760
No log	3.4745	476	0.9455	0.4544	0.9455	0.9724
No log	3.4891	478	0.9923	0.4544	0.9923	0.9961
No log	3.5036	480	1.1737	0.4158	1.1737	1.0834
No log	3.5182	482	1.3191	0.4033	1.3191	1.1485
No log	3.5328	484	1.3056	0.4196	1.3056	1.1426
No log	3.5474	486	1.1831	0.4158	1.1831	1.0877
No log	3.5620	488	1.0388	0.4617	1.0388	1.0192
No log	3.5766	490	0.9650	0.4826	0.9650	0.9823
No log	3.5912	492	0.9050	0.4975	0.9050	0.9513
No log	3.6058	494	0.9483	0.4988	0.9483	0.9738
No log	3.6204	496	1.0400	0.5090	1.0400	1.0198
No log	3.6350	498	1.1350	0.4595	1.1350	1.0654
0.4136	3.6496	500	1.1652	0.4461	1.1652	1.0794
0.4136	3.6642	502	1.1618	0.4139	1.1618	1.0779
0.4136	3.6788	504	1.1330	0.4499	1.1330	1.0644
0.4136	3.6934	506	1.1633	0.4158	1.1633	1.0786
0.4136	3.7080	508	1.2027	0.4553	1.2027	1.0967
0.4136	3.7226	510	1.1482	0.4814	1.1482	1.0715
0.4136	3.7372	512	1.1251	0.4957	1.1251	1.0607
0.4136	3.7518	514	1.1205	0.5149	1.1205	1.0585
0.4136	3.7664	516	1.1235	0.4887	1.1235	1.0599
0.4136	3.7810	518	1.1575	0.4380	1.1575	1.0759
0.4136	3.7956	520	1.1298	0.4361	1.1298	1.0629
0.4136	3.8102	522	1.1734	0.4158	1.1734	1.0832
0.4136	3.8248	524	1.2158	0.3941	1.2158	1.1026
0.4136	3.8394	526	1.2651	0.4090	1.2651	1.1248
0.4136	3.8540	528	1.3157	0.4476	1.3157	1.1471
0.4136	3.8686	530	1.3145	0.4671	1.3145	1.1465
0.4136	3.8832	532	1.1900	0.4978	1.1900	1.0909
0.4136	3.8978	534	1.1359	0.5027	1.1359	1.0658
0.4136	3.9124	536	1.1018	0.4898	1.1018	1.0496
0.4136	3.9270	538	1.0971	0.4760	1.0971	1.0474
0.4136	3.9416	540	1.0770	0.4760	1.0770	1.0378
0.4136	3.9562	542	1.0927	0.4760	1.0927	1.0453
0.4136	3.9708	544	1.0752	0.4674	1.0752	1.0369
0.4136	3.9854	546	1.0002	0.4663	1.0002	1.0001
0.4136	4.0	548	0.8931	0.5012	0.8931	0.9451
0.4136	4.0146	550	0.8397	0.4901	0.8397	0.9164
0.4136	4.0292	552	0.8556	0.5072	0.8556	0.9250
0.4136	4.0438	554	0.9242	0.5231	0.9242	0.9613
0.4136	4.0584	556	1.0129	0.4880	1.0129	1.0064
0.4136	4.0730	558	1.0432	0.4663	1.0432	1.0214
0.4136	4.0876	560	1.0948	0.4332	1.0948	1.0463
0.4136	4.1022	562	1.0704	0.4515	1.0704	1.0346
0.4136	4.1168	564	0.9889	0.4731	0.9889	0.9944
0.4136	4.1314	566	1.0323	0.4447	1.0323	1.0160
0.4136	4.1460	568	1.1317	0.4395	1.1317	1.0638
0.4136	4.1606	570	1.1621	0.4395	1.1621	1.0780
0.4136	4.1752	572	1.0991	0.4395	1.0991	1.0484
0.4136	4.1898	574	1.0291	0.4809	1.0291	1.0144
0.4136	4.2044	576	0.9969	0.5163	0.9969	0.9985
0.4136	4.2190	578	1.0126	0.5018	1.0126	1.0063
0.4136	4.2336	580	1.0157	0.5163	1.0157	1.0078
0.4136	4.2482	582	0.9671	0.5303	0.9671	0.9834
0.4136	4.2628	584	0.9755	0.5160	0.9755	0.9877
0.4136	4.2774	586	1.0743	0.4663	1.0743	1.0365
0.4136	4.2920	588	1.1088	0.4528	1.1088	1.0530
0.4136	4.3066	590	1.0647	0.4741	1.0647	1.0318
0.4136	4.3212	592	1.0068	0.5023	1.0068	1.0034
0.4136	4.3358	594	1.0191	0.5018	1.0191	1.0095
0.4136	4.3504	596	1.0728	0.4663	1.0728	1.0357
0.4136	4.3650	598	1.1728	0.4158	1.1728	1.0830
0.4136	4.3796	600	1.2177	0.3963	1.2177	1.1035
0.4136	4.3942	602	1.2469	0.4130	1.2469	1.1167
0.4136	4.4088	604	1.2019	0.4177	1.2019	1.0963
0.4136	4.4234	606	1.1369	0.4540	1.1369	1.0663
0.4136	4.4380	608	1.1103	0.4541	1.1103	1.0537
0.4136	4.4526	610	1.1066	0.4683	1.1066	1.0519
0.4136	4.4672	612	1.1232	0.4540	1.1232	1.0598
0.4136	4.4818	614	1.0809	0.4664	1.0809	1.0396
0.4136	4.4964	616	1.0420	0.4884	1.0420	1.0208
0.4136	4.5109	618	0.9819	0.5018	0.9819	0.9909
0.4136	4.5255	620	0.9114	0.4107	0.9114	0.9547
0.4136	4.5401	622	0.8803	0.3961	0.8803	0.9383
0.4136	4.5547	624	0.8910	0.3961	0.8910	0.9439
0.4136	4.5693	626	0.9390	0.4061	0.9390	0.9690
0.4136	4.5839	628	1.0120	0.4948	1.0120	1.0060
0.4136	4.5985	630	1.1125	0.4607	1.1125	1.0548
0.4136	4.6131	632	1.2035	0.4651	1.2035	1.0970
0.4136	4.6277	634	1.2136	0.4651	1.2136	1.1016
0.4136	4.6423	636	1.2214	0.4731	1.2214	1.1052
0.4136	4.6569	638	1.2078	0.4848	1.2078	1.0990
0.4136	4.6715	640	1.1612	0.4422	1.1612	1.0776
0.4136	4.6861	642	1.2142	0.4275	1.2142	1.1019
0.4136	4.7007	644	1.2006	0.4190	1.2006	1.0957
0.4136	4.7153	646	1.1662	0.4172	1.1662	1.0799
0.4136	4.7299	648	1.0769	0.4203	1.0769	1.0378
0.4136	4.7445	650	1.0022	0.3526	1.0022	1.0011
0.4136	4.7591	652	0.9460	0.4217	0.9460	0.9726
0.4136	4.7737	654	0.9510	0.4424	0.9510	0.9752
0.4136	4.7883	656	1.0143	0.4806	1.0143	1.0071
0.4136	4.8029	658	1.1577	0.3963	1.1577	1.0760
0.4136	4.8175	660	1.3942	0.4338	1.3942	1.1808
0.4136	4.8321	662	1.6602	0.3691	1.6602	1.2885
0.4136	4.8467	664	1.7083	0.3834	1.7083	1.3070
0.4136	4.8613	666	1.5757	0.3746	1.5757	1.2553
0.4136	4.8759	668	1.3254	0.4463	1.3254	1.1512
0.4136	4.8905	670	1.0567	0.4966	1.0567	1.0280
0.4136	4.9051	672	0.9000	0.5324	0.9000	0.9487
0.4136	4.9197	674	0.8378	0.5386	0.8378	0.9153
0.4136	4.9343	676	0.8208	0.5463	0.8208	0.9060
0.4136	4.9489	678	0.8541	0.5334	0.8541	0.9242
0.4136	4.9635	680	0.9564	0.4872	0.9564	0.9780
0.4136	4.9781	682	1.0812	0.4428	1.0812	1.0398
0.4136	4.9927	684	1.1926	0.4321	1.1926	1.0921
0.4136	5.0073	686	1.2676	0.4226	1.2676	1.1259
0.4136	5.0219	688	1.2017	0.4321	1.2017	1.0962
0.4136	5.0365	690	1.1896	0.4539	1.1896	1.0907
0.4136	5.0511	692	1.1944	0.4472	1.1944	1.0929
0.4136	5.0657	694	1.2206	0.4434	1.2206	1.1048
0.4136	5.0803	696	1.2048	0.4420	1.2048	1.0977
0.4136	5.0949	698	1.1600	0.4552	1.1600	1.0771
0.4136	5.1095	700	1.0858	0.4896	1.0858	1.0420
0.4136	5.1241	702	1.0442	0.4736	1.0442	1.0218
0.4136	5.1387	704	1.0046	0.5104	1.0046	1.0023
0.4136	5.1533	706	0.9881	0.5104	0.9881	0.9941
0.4136	5.1679	708	1.0427	0.5190	1.0427	1.0211
0.4136	5.1825	710	1.1919	0.4855	1.1919	1.0918
0.4136	5.1971	712	1.2717	0.4862	1.2717	1.1277
0.4136	5.2117	714	1.2574	0.4862	1.2574	1.1213
0.4136	5.2263	716	1.2170	0.4855	1.2170	1.1032
0.4136	5.2409	718	1.1393	0.4855	1.1393	1.0674
0.4136	5.2555	720	1.1368	0.4774	1.1368	1.0662
0.4136	5.2701	722	1.1696	0.4774	1.1696	1.0815
0.4136	5.2847	724	1.2319	0.4774	1.2319	1.1099
0.4136	5.2993	726	1.2062	0.4774	1.2062	1.0983
0.4136	5.3139	728	1.1556	0.4774	1.1556	1.0750
0.4136	5.3285	730	1.1835	0.4774	1.1835	1.0879
0.4136	5.3431	732	1.2441	0.4774	1.2441	1.1154
0.4136	5.3577	734	1.2736	0.4774	1.2736	1.1285
0.4136	5.3723	736	1.2200	0.4774	1.2200	1.1045
0.4136	5.3869	738	1.1435	0.4774	1.1435	1.0694
0.4136	5.4015	740	1.0877	0.4725	1.0877	1.0429
0.4136	5.4161	742	1.0602	0.4725	1.0602	1.0297
0.4136	5.4307	744	1.0201	0.4872	1.0201	1.0100
0.4136	5.4453	746	0.9904	0.5024	0.9904	0.9952
0.4136	5.4599	748	1.0025	0.4872	1.0025	1.0013
0.4136	5.4745	750	1.0247	0.4872	1.0247	1.0123
0.4136	5.4891	752	0.9715	0.4872	0.9715	0.9857
0.4136	5.5036	754	0.9722	0.4945	0.9722	0.9860
0.4136	5.5182	756	1.0155	0.4806	1.0155	1.0077
0.4136	5.5328	758	1.0286	0.4806	1.0286	1.0142
0.4136	5.5474	760	1.0395	0.4971	1.0395	1.0196
0.4136	5.5620	762	1.0456	0.4899	1.0456	1.0225
0.4136	5.5766	764	1.0699	0.4899	1.0699	1.0344
0.4136	5.5912	766	1.1464	0.4977	1.1464	1.0707
0.4136	5.6058	768	1.1859	0.4631	1.1859	1.0890
0.4136	5.6204	770	1.2121	0.4565	1.2121	1.1010
0.4136	5.6350	772	1.1832	0.4553	1.1832	1.0878
0.4136	5.6496	774	1.1717	0.4553	1.1717	1.0825
0.4136	5.6642	776	1.2487	0.4641	1.2487	1.1174
0.4136	5.6788	778	1.3326	0.4577	1.3326	1.1544
0.4136	5.6934	780	1.3503	0.4403	1.3503	1.1620
0.4136	5.7080	782	1.3636	0.4465	1.3636	1.1677
0.4136	5.7226	784	1.3487	0.4403	1.3487	1.1614
0.4136	5.7372	786	1.2968	0.4662	1.2968	1.1388
0.4136	5.7518	788	1.2692	0.4862	1.2692	1.1266
0.4136	5.7664	790	1.2343	0.4783	1.2343	1.1110
0.4136	5.7810	792	1.2257	0.4783	1.2257	1.1071
0.4136	5.7956	794	1.2073	0.4577	1.2073	1.0988
0.4136	5.8102	796	1.1586	0.4698	1.1586	1.0764
0.4136	5.8248	798	1.1397	0.4527	1.1397	1.0676
0.4136	5.8394	800	1.1832	0.4390	1.1832	1.0877
0.4136	5.8540	802	1.2969	0.4434	1.2969	1.1388
0.4136	5.8686	804	1.3960	0.4549	1.3960	1.1815
0.4136	5.8832	806	1.3975	0.4549	1.3975	1.1821
0.4136	5.8978	808	1.3558	0.4537	1.3558	1.1644
0.4136	5.9124	810	1.2412	0.4736	1.2412	1.1141
0.4136	5.9270	812	1.1712	0.4783	1.1712	1.0822
0.4136	5.9416	814	1.1640	0.4783	1.1640	1.0789
0.4136	5.9562	816	1.2394	0.4736	1.2394	1.1133
0.4136	5.9708	818	1.3391	0.4887	1.3391	1.1572
0.4136	5.9854	820	1.4127	0.4324	1.4127	1.1886
0.4136	6.0	822	1.3576	0.4611	1.3576	1.1651
0.4136	6.0146	824	1.3085	0.4448	1.3085	1.1439
0.4136	6.0292	826	1.3371	0.4448	1.3371	1.1563
0.4136	6.0438	828	1.3306	0.4653	1.3306	1.1535
0.4136	6.0584	830	1.3218	0.4653	1.3218	1.1497
0.4136	6.0730	832	1.3162	0.4662	1.3162	1.1473
0.4136	6.0876	834	1.2379	0.4783	1.2379	1.1126
0.4136	6.1022	836	1.2093	0.4783	1.2093	1.0997
0.4136	6.1168	838	1.2418	0.4783	1.2418	1.1144
0.4136	6.1314	840	1.2820	0.4783	1.2820	1.1323
0.4136	6.1460	842	1.2811	0.4577	1.2811	1.1319
0.4136	6.1606	844	1.3161	0.4653	1.3161	1.1472
0.4136	6.1752	846	1.2819	0.4653	1.2819	1.1322
0.4136	6.1898	848	1.1881	0.4565	1.1881	1.0900
0.4136	6.2044	850	1.1375	0.4755	1.1375	1.0665
0.4136	6.2190	852	1.1687	0.4774	1.1687	1.0811
0.4136	6.2336	854	1.1934	0.4774	1.1934	1.0924
0.4136	6.2482	856	1.2394	0.4783	1.2394	1.1133
0.4136	6.2628	858	1.2582	0.4783	1.2582	1.1217
0.4136	6.2774	860	1.3026	0.4862	1.3026	1.1413
0.4136	6.2920	862	1.3471	0.4870	1.3471	1.1606
0.4136	6.3066	864	1.3308	0.4870	1.3308	1.1536
0.4136	6.3212	866	1.1954	0.4862	1.1954	1.0933
0.4136	6.3358	868	1.1083	0.4765	1.1083	1.0528
0.4136	6.3504	870	1.0090	0.4880	1.0090	1.0045
0.4136	6.3650	872	1.0023	0.4880	1.0023	1.0012
0.4136	6.3796	874	1.0179	0.4964	1.0179	1.0089
0.4136	6.3942	876	1.0707	0.4964	1.0707	1.0347
0.4136	6.4088	878	1.0886	0.4738	1.0886	1.0434
0.4136	6.4234	880	1.1223	0.4512	1.1223	1.0594
0.4136	6.4380	882	1.1294	0.4738	1.1294	1.0627
0.4136	6.4526	884	1.0904	0.4964	1.0904	1.0442
0.4136	6.4672	886	1.0256	0.4964	1.0256	1.0127
0.4136	6.4818	888	0.9869	0.4964	0.9869	0.9934
0.4136	6.4964	890	0.9489	0.4964	0.9489	0.9741
0.4136	6.5109	892	0.9092	0.5270	0.9092	0.9535
0.4136	6.5255	894	0.9107	0.5268	0.9107	0.9543
0.4136	6.5401	896	0.9253	0.5268	0.9253	0.9619
0.4136	6.5547	898	0.9404	0.5270	0.9404	0.9697
0.4136	6.5693	900	0.9710	0.5115	0.9710	0.9854
0.4136	6.5839	902	0.9994	0.4964	0.9994	0.9997
0.4136	6.5985	904	0.9992	0.4964	0.9992	0.9996
0.4136	6.6131	906	0.9998	0.4880	0.9998	0.9999
0.4136	6.6277	908	1.0357	0.4880	1.0357	1.0177
0.4136	6.6423	910	1.0975	0.4736	1.0975	1.0476
0.4136	6.6569	912	1.1428	0.4746	1.1428	1.0690
0.4136	6.6715	914	1.1957	0.4774	1.1957	1.0935
0.4136	6.6861	916	1.1842	0.4774	1.1842	1.0882
0.4136	6.7007	918	1.1603	0.4607	1.1603	1.0772
0.4136	6.7153	920	1.1039	0.4607	1.1039	1.0507
0.4136	6.7299	922	1.0884	0.4607	1.0883	1.0432
0.4136	6.7445	924	1.0862	0.4607	1.0862	1.0422
0.4136	6.7591	926	1.0605	0.4607	1.0605	1.0298
0.4136	6.7737	928	1.0202	0.4746	1.0202	1.0100
0.4136	6.7883	930	1.0400	0.4607	1.0400	1.0198
0.4136	6.8029	932	1.0899	0.4765	1.0899	1.0440
0.4136	6.8175	934	1.1122	0.4774	1.1122	1.0546
0.4136	6.8321	936	1.1784	0.4859	1.1784	1.0855
0.4136	6.8467	938	1.2504	0.4866	1.2504	1.1182
0.4136	6.8613	940	1.2981	0.4866	1.2981	1.1393
0.4136	6.8759	942	1.2671	0.4866	1.2671	1.1257
0.4136	6.8905	944	1.2019	0.4783	1.2019	1.0963
0.4136	6.9051	946	1.1391	0.4774	1.1391	1.0673
0.4136	6.9197	948	1.0886	0.4903	1.0886	1.0434
0.4136	6.9343	950	1.0681	0.4746	1.0681	1.0335
0.4136	6.9489	952	1.1181	0.4903	1.1181	1.0574
0.4136	6.9635	954	1.1516	0.4862	1.1516	1.0731
0.4136	6.9781	956	1.2245	0.4870	1.2245	1.1066
0.4136	6.9927	958	1.3363	0.4870	1.3363	1.1560
0.4136	7.0073	960	1.4544	0.4610	1.4544	1.2060
0.4136	7.0219	962	1.4713	0.4610	1.4713	1.2130
0.4136	7.0365	964	1.3869	0.4870	1.3869	1.1777
0.4136	7.0511	966	1.3205	0.4870	1.3205	1.1491
0.4136	7.0657	968	1.2443	0.4791	1.2443	1.1155
0.4136	7.0803	970	1.1503	0.4910	1.1503	1.0725
0.4136	7.0949	972	1.0731	0.5046	1.0731	1.0359
0.4136	7.1095	974	1.0402	0.4880	1.0402	1.0199
0.4136	7.1241	976	1.0432	0.4964	1.0432	1.0214
0.4136	7.1387	978	1.0598	0.4738	1.0598	1.0295
0.4136	7.1533	980	1.0934	0.4738	1.0934	1.0456
0.4136	7.1679	982	1.1105	0.4738	1.1105	1.0538
0.4136	7.1825	984	1.1003	0.4738	1.1003	1.0490
0.4136	7.1971	986	1.0820	0.4738	1.0820	1.0402
0.4136	7.2117	988	1.0838	0.4758	1.0838	1.0411
0.4136	7.2263	990	1.0893	0.4914	1.0893	1.0437
0.4136	7.2409	992	1.0663	0.4970	1.0663	1.0326
0.4136	7.2555	994	1.0332	0.4964	1.0332	1.0165
0.4136	7.2701	996	1.0399	0.4970	1.0399	1.0198
0.4136	7.2847	998	1.0669	0.5126	1.0669	1.0329
0.0904	7.2993	1000	1.0795	0.5126	1.0795	1.0390
0.0904	7.3139	1002	1.0788	0.5051	1.0788	1.0387
0.0904	7.3285	1004	1.0657	0.5046	1.0657	1.0323
0.0904	7.3431	1006	1.0656	0.5051	1.0656	1.0323
0.0904	7.3577	1008	1.0635	0.5051	1.0635	1.0313
0.0904	7.3723	1010	1.0913	0.4910	1.0913	1.0446
0.0904	7.3869	1012	1.1372	0.4988	1.1372	1.0664
0.0904	7.4015	1014	1.1237	0.4988	1.1237	1.0601
0.0904	7.4161	1016	1.0993	0.4988	1.0993	1.0485
0.0904	7.4307	1018	1.0315	0.4970	1.0315	1.0156
0.0904	7.4453	1020	0.9997	0.4964	0.9997	0.9999
0.0904	7.4599	1022	0.9740	0.4964	0.9740	0.9869
0.0904	7.4745	1024	0.9645	0.4964	0.9645	0.9821
0.0904	7.4891	1026	0.9610	0.4964	0.9610	0.9803
0.0904	7.5036	1028	0.9802	0.4964	0.9802	0.9901
0.0904	7.5182	1030	1.0166	0.4964	1.0166	1.0082
0.0904	7.5328	1032	1.0690	0.4970	1.0690	1.0339
0.0904	7.5474	1034	1.1169	0.4748	1.1169	1.0568
0.0904	7.5620	1036	1.1616	0.4907	1.1616	1.0778
0.0904	7.5766	1038	1.1796	0.4907	1.1796	1.0861
0.0904	7.5912	1040	1.1717	0.4907	1.1717	1.0824
0.0904	7.6058	1042	1.1355	0.4907	1.1355	1.0656
0.0904	7.6204	1044	1.1017	0.5126	1.1017	1.0496
0.0904	7.6350	1046	1.0650	0.5126	1.0650	1.0320
0.0904	7.6496	1048	1.0669	0.5126	1.0669	1.0329
0.0904	7.6642	1050	1.0941	0.4988	1.0941	1.0460
0.0904	7.6788	1052	1.1459	0.4994	1.1459	1.0705
0.0904	7.6934	1054	1.1935	0.4859	1.1935	1.0925
0.0904	7.7080	1056	1.2433	0.4942	1.2433	1.1150
0.0904	7.7226	1058	1.2824	0.4942	1.2824	1.1324
0.0904	7.7372	1060	1.2839	0.4942	1.2839	1.1331
0.0904	7.7518	1062	1.2481	0.4942	1.2481	1.1172
0.0904	7.7664	1064	1.2301	0.4942	1.2301	1.1091
0.0904	7.7810	1066	1.2298	0.4870	1.2298	1.1090
0.0904	7.7956	1068	1.2568	0.4870	1.2568	1.1211
0.0904	7.8102	1070	1.2770	0.4812	1.2770	1.1301
0.0904	7.8248	1072	1.2307	0.4999	1.2307	1.1094
0.0904	7.8394	1074	1.1963	0.4994	1.1963	1.0938
0.0904	7.8540	1076	1.2033	0.4862	1.2033	1.0970
0.0904	7.8686	1078	1.1807	0.4862	1.1807	1.0866
0.0904	7.8832	1080	1.1304	0.4917	1.1304	1.0632
0.0904	7.8978	1082	1.1020	0.4988	1.1020	1.0498
0.0904	7.9124	1084	1.0649	0.5046	1.0649	1.0320
0.0904	7.9270	1086	1.0424	0.5126	1.0424	1.0210
0.0904	7.9416	1088	1.0194	0.4888	1.0194	1.0097
0.0904	7.9562	1090	1.0148	0.4970	1.0148	1.0074
0.0904	7.9708	1092	1.0174	0.4970	1.0174	1.0087
0.0904	7.9854	1094	1.0486	0.4970	1.0486	1.0240
0.0904	8.0	1096	1.0904	0.5126	1.0904	1.0442
0.0904	8.0146	1098	1.1683	0.4776	1.1683	1.0809
0.0904	8.0292	1100	1.2400	0.4653	1.2400	1.1136
0.0904	8.0438	1102	1.2958	0.4653	1.2958	1.1383
0.0904	8.0584	1104	1.3222	0.4745	1.3222	1.1499
0.0904	8.0730	1106	1.2958	0.4942	1.2958	1.1383
0.0904	8.0876	1108	1.2760	0.4870	1.2760	1.1296
0.0904	8.1022	1110	1.2501	0.4870	1.2501	1.1181
0.0904	8.1168	1112	1.2385	0.4870	1.2385	1.1129
0.0904	8.1314	1114	1.2099	0.4994	1.2099	1.0999
0.0904	8.1460	1116	1.1405	0.4989	1.1405	1.0680
0.0904	8.1606	1118	1.0846	0.4913	1.0846	1.0414
0.0904	8.1752	1120	1.0854	0.4913	1.0854	1.0418
0.0904	8.1898	1122	1.0939	0.4913	1.0939	1.0459
0.0904	8.2044	1124	1.1169	0.4774	1.1169	1.0568
0.0904	8.2190	1126	1.1497	0.4855	1.1497	1.0722
0.0904	8.2336	1128	1.1631	0.4855	1.1631	1.0785
0.0904	8.2482	1130	1.1755	0.4774	1.1755	1.0842
0.0904	8.2628	1132	1.2073	0.4930	1.2073	1.0988
0.0904	8.2774	1134	1.2114	0.4851	1.2114	1.1006
0.0904	8.2920	1136	1.1894	0.4851	1.1894	1.0906
0.0904	8.3066	1138	1.1823	0.4851	1.1823	1.0874
0.0904	8.3212	1140	1.1528	0.4851	1.1528	1.0737
0.0904	8.3358	1142	1.1213	0.4774	1.1213	1.0589
0.0904	8.3504	1144	1.1012	0.4910	1.1012	1.0494
0.0904	8.3650	1146	1.0883	0.4910	1.0883	1.0432
0.0904	8.3796	1148	1.0973	0.4774	1.0973	1.0475
0.0904	8.3942	1150	1.1422	0.4774	1.1422	1.0688
0.0904	8.4088	1152	1.1761	0.4774	1.1761	1.0845
0.0904	8.4234	1154	1.1993	0.4862	1.1993	1.0951
0.0904	8.4380	1156	1.2367	0.4870	1.2367	1.1121
0.0904	8.4526	1158	1.2759	0.4942	1.2759	1.1295
0.0904	8.4672	1160	1.2815	0.4942	1.2815	1.1320
0.0904	8.4818	1162	1.2571	0.4870	1.2571	1.1212
0.0904	8.4964	1164	1.2152	0.4791	1.2152	1.1024
0.0904	8.5109	1166	1.1700	0.4774	1.1700	1.0816
0.0904	8.5255	1168	1.1416	0.4774	1.1416	1.0685
0.0904	8.5401	1170	1.1183	0.4774	1.1183	1.0575
0.0904	8.5547	1172	1.1206	0.4774	1.1206	1.0586
0.0904	8.5693	1174	1.1299	0.4774	1.1299	1.0630
0.0904	8.5839	1176	1.1319	0.4774	1.1319	1.0639
0.0904	8.5985	1178	1.1331	0.4774	1.1331	1.0645
0.0904	8.6131	1180	1.1339	0.4774	1.1339	1.0649
0.0904	8.6277	1182	1.1308	0.4913	1.1308	1.0634
0.0904	8.6423	1184	1.1621	0.4783	1.1621	1.0780
0.0904	8.6569	1186	1.1985	0.4791	1.1985	1.0947
0.0904	8.6715	1188	1.2263	0.4791	1.2263	1.1074
0.0904	8.6861	1190	1.2342	0.4791	1.2342	1.1109
0.0904	8.7007	1192	1.2424	0.4870	1.2424	1.1146
0.0904	8.7153	1194	1.2310	0.4791	1.2310	1.1095
0.0904	8.7299	1196	1.2227	0.4791	1.2227	1.1058
0.0904	8.7445	1198	1.2159	0.4791	1.2159	1.1027
0.0904	8.7591	1200	1.2107	0.4791	1.2107	1.1003
0.0904	8.7737	1202	1.1908	0.4791	1.1908	1.0913
0.0904	8.7883	1204	1.1625	0.4783	1.1625	1.0782
0.0904	8.8029	1206	1.1438	0.4783	1.1438	1.0695
0.0904	8.8175	1208	1.1431	0.4783	1.1431	1.0691
0.0904	8.8321	1210	1.1595	0.4783	1.1595	1.0768
0.0904	8.8467	1212	1.1631	0.4783	1.1631	1.0784
0.0904	8.8613	1214	1.1786	0.4783	1.1786	1.0856
0.0904	8.8759	1216	1.1939	0.4866	1.1939	1.0927
0.0904	8.8905	1218	1.2085	0.4866	1.2085	1.0993
0.0904	8.9051	1220	1.2173	0.4866	1.2173	1.1033
0.0904	8.9197	1222	1.2319	0.4866	1.2319	1.1099
0.0904	8.9343	1224	1.2351	0.4866	1.2351	1.1114
0.0904	8.9489	1226	1.2359	0.4866	1.2359	1.1117
0.0904	8.9635	1228	1.2317	0.4866	1.2317	1.1098
0.0904	8.9781	1230	1.2037	0.4866	1.2037	1.0971
0.0904	8.9927	1232	1.1677	0.4859	1.1677	1.0806
0.0904	9.0073	1234	1.1352	0.4859	1.1352	1.0655
0.0904	9.0219	1236	1.1203	0.4859	1.1203	1.0584
0.0904	9.0365	1238	1.1180	0.4859	1.1180	1.0573
0.0904	9.0511	1240	1.1282	0.4859	1.1282	1.0622
0.0904	9.0657	1242	1.1473	0.4859	1.1473	1.0711
0.0904	9.0803	1244	1.1533	0.4859	1.1533	1.0739
0.0904	9.0949	1246	1.1625	0.4866	1.1625	1.0782
0.0904	9.1095	1248	1.1699	0.4942	1.1699	1.0816
0.0904	9.1241	1250	1.1884	0.4942	1.1884	1.0901
0.0904	9.1387	1252	1.1925	0.4942	1.1925	1.0920
0.0904	9.1533	1254	1.1887	0.4942	1.1887	1.0903
0.0904	9.1679	1256	1.1710	0.4870	1.1710	1.0821
0.0904	9.1825	1258	1.1495	0.4870	1.1495	1.0721
0.0904	9.1971	1260	1.1244	0.4862	1.1244	1.0604
0.0904	9.2117	1262	1.1253	0.4862	1.1253	1.0608
0.0904	9.2263	1264	1.1238	0.4862	1.1238	1.0601
0.0904	9.2409	1266	1.1109	0.4862	1.1109	1.0540
0.0904	9.2555	1268	1.0865	0.4919	1.0865	1.0423
0.0904	9.2701	1270	1.0793	0.4919	1.0793	1.0389
0.0904	9.2847	1272	1.0784	0.4919	1.0784	1.0385
0.0904	9.2993	1274	1.0853	0.4919	1.0853	1.0418
0.0904	9.3139	1276	1.1005	0.4783	1.1005	1.0491
0.0904	9.3285	1278	1.1293	0.4783	1.1293	1.0627
0.0904	9.3431	1280	1.1667	0.4870	1.1667	1.0801
0.0904	9.3577	1282	1.2017	0.4870	1.2017	1.0962
0.0904	9.3723	1284	1.2264	0.4870	1.2264	1.1074
0.0904	9.3869	1286	1.2330	0.4870	1.2330	1.1104
0.0904	9.4015	1288	1.2238	0.4870	1.2238	1.1062
0.0904	9.4161	1290	1.2140	0.4870	1.2140	1.1018
0.0904	9.4307	1292	1.2130	0.4870	1.2130	1.1014
0.0904	9.4453	1294	1.2200	0.4870	1.2200	1.1045
0.0904	9.4599	1296	1.2251	0.4870	1.2251	1.1068
0.0904	9.4745	1298	1.2265	0.4870	1.2265	1.1075
0.0904	9.4891	1300	1.2268	0.4870	1.2268	1.1076
0.0904	9.5036	1302	1.2155	0.4870	1.2155	1.1025
0.0904	9.5182	1304	1.2114	0.4866	1.2114	1.1006
0.0904	9.5328	1306	1.2051	0.4866	1.2051	1.0978
0.0904	9.5474	1308	1.1961	0.4866	1.1961	1.0937
0.0904	9.5620	1310	1.1823	0.4866	1.1823	1.0874
0.0904	9.5766	1312	1.1679	0.4866	1.1679	1.0807
0.0904	9.5912	1314	1.1533	0.4783	1.1533	1.0739
0.0904	9.6058	1316	1.1433	0.4783	1.1433	1.0692
0.0904	9.6204	1318	1.1328	0.4783	1.1328	1.0643
0.0904	9.6350	1320	1.1259	0.4783	1.1259	1.0611
0.0904	9.6496	1322	1.1241	0.4783	1.1241	1.0602
0.0904	9.6642	1324	1.1237	0.4783	1.1237	1.0601
0.0904	9.6788	1326	1.1232	0.4783	1.1232	1.0598
0.0904	9.6934	1328	1.1280	0.4783	1.1280	1.0621
0.0904	9.7080	1330	1.1315	0.4783	1.1315	1.0637
0.0904	9.7226	1332	1.1301	0.4783	1.1301	1.0630
0.0904	9.7372	1334	1.1299	0.4783	1.1299	1.0630
0.0904	9.7518	1336	1.1296	0.4783	1.1296	1.0628
0.0904	9.7664	1338	1.1323	0.4783	1.1323	1.0641
0.0904	9.7810	1340	1.1363	0.4783	1.1363	1.0660
0.0904	9.7956	1342	1.1388	0.4783	1.1388	1.0671
0.0904	9.8102	1344	1.1417	0.4783	1.1417	1.0685
0.0904	9.8248	1346	1.1443	0.4783	1.1443	1.0697
0.0904	9.8394	1348	1.1485	0.4791	1.1485	1.0717
0.0904	9.8540	1350	1.1527	0.4791	1.1527	1.0736
0.0904	9.8686	1352	1.1566	0.4791	1.1566	1.0755
0.0904	9.8832	1354	1.1597	0.4791	1.1597	1.0769
0.0904	9.8978	1356	1.1604	0.4791	1.1604	1.0772
0.0904	9.9124	1358	1.1600	0.4791	1.1600	1.0770
0.0904	9.9270	1360	1.1585	0.4791	1.1585	1.0763
0.0904	9.9416	1362	1.1574	0.4791	1.1574	1.0758
0.0904	9.9562	1364	1.1570	0.4791	1.1570	1.0756
0.0904	9.9708	1366	1.1568	0.4791	1.1568	1.0755
0.0904	9.9854	1368	1.1568	0.4791	1.1568	1.0755
0.0904	10.0	1370	1.1568	0.4791	1.1568	1.0755

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 26, 2024
Updated: Nov 26, 2024