Arabic_FineTuningAraBERT_AugV5_k35_task5_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k35_task5_organization_fold0

Arabic_FineTuningAraBERT_AugV5_k35_task5_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: 18a5ad75

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV5_k35_task5_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: 0.6852
Qwk: 0.6881
Mse: 0.6852
Rmse: 0.8278

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	0.0137	2	1.9991	0.1557	1.9991	1.4139
No log	0.0274	4	0.9484	0.2123	0.9484	0.9739
No log	0.0411	6	0.9219	0.3050	0.9219	0.9602
No log	0.0548	8	1.2986	-0.0332	1.2986	1.1396
No log	0.0685	10	1.5320	-0.1073	1.5320	1.2377
No log	0.0822	12	1.2946	-0.1070	1.2946	1.1378
No log	0.0959	14	1.2248	0.2222	1.2248	1.1067
No log	0.1096	16	1.2300	0.2222	1.2300	1.1091
No log	0.1233	18	1.0936	0.1304	1.0936	1.0457
No log	0.1370	20	1.0157	0.1304	1.0157	1.0078
No log	0.1507	22	0.9992	0.0734	0.9992	0.9996
No log	0.1644	24	0.9443	0.1304	0.9443	0.9718
No log	0.1781	26	0.9441	0.1304	0.9441	0.9716
No log	0.1918	28	1.0342	0.1304	1.0342	1.0170
No log	0.2055	30	1.0506	0.2222	1.0506	1.0250
No log	0.2192	32	1.0107	0.1304	1.0107	1.0053
No log	0.2329	34	0.9981	0.1304	0.9981	0.9991
No log	0.2466	36	0.9663	0.1304	0.9663	0.9830
No log	0.2603	38	0.9405	0.1304	0.9405	0.9698
No log	0.2740	40	0.9411	0.1797	0.9411	0.9701
No log	0.2877	42	0.9637	0.1304	0.9637	0.9817
No log	0.3014	44	0.9852	0.1481	0.9852	0.9926
No log	0.3151	46	0.9737	0.1481	0.9737	0.9868
No log	0.3288	48	0.9466	0.1481	0.9466	0.9729
No log	0.3425	50	0.9981	0.2334	0.9981	0.9990
No log	0.3562	52	1.0261	0.3092	1.0261	1.0130
No log	0.3699	54	1.0211	0.3092	1.0211	1.0105
No log	0.3836	56	1.0093	0.4393	1.0093	1.0047
No log	0.3973	58	0.9760	0.4379	0.9760	0.9879
No log	0.4110	60	1.0273	0.4355	1.0273	1.0135
No log	0.4247	62	1.2503	0.3435	1.2503	1.1182
No log	0.4384	64	1.3507	0.3435	1.3507	1.1622
No log	0.4521	66	1.2831	0.3435	1.2831	1.1327
No log	0.4658	68	1.0060	0.4326	1.0060	1.0030
No log	0.4795	70	0.8219	0.5810	0.8219	0.9066
No log	0.4932	72	0.8890	0.5110	0.8890	0.9428
No log	0.5068	74	1.0701	0.4582	1.0701	1.0344
No log	0.5205	76	1.0349	0.4582	1.0349	1.0173
No log	0.5342	78	0.8691	0.52	0.8691	0.9323
No log	0.5479	80	0.6619	0.5527	0.6619	0.8136
No log	0.5616	82	0.5974	0.4096	0.5974	0.7729
No log	0.5753	84	0.6434	0.4946	0.6434	0.8021
No log	0.5890	86	0.6641	0.4096	0.6641	0.8149
No log	0.6027	88	0.6651	0.3511	0.6651	0.8156
No log	0.6164	90	0.6935	0.2578	0.6935	0.8328
No log	0.6301	92	0.7533	0.4138	0.7533	0.8679
No log	0.6438	94	0.8013	0.5440	0.8013	0.8951
No log	0.6575	96	0.8511	0.5308	0.8511	0.9225
No log	0.6712	98	0.9478	0.5308	0.9478	0.9736
No log	0.6849	100	1.0674	0.5070	1.0674	1.0331
No log	0.6986	102	1.1807	0.4582	1.1807	1.0866
No log	0.7123	104	1.2774	0.4582	1.2774	1.1302
No log	0.7260	106	1.4597	0.4130	1.4597	1.2082
No log	0.7397	108	1.6521	0.3711	1.6521	1.2853
No log	0.7534	110	1.7908	0.3038	1.7908	1.3382
No log	0.7671	112	1.7883	0.2045	1.7883	1.3373
No log	0.7808	114	1.6762	0.2045	1.6762	1.2947
No log	0.7945	116	1.5196	0.2777	1.5196	1.2327
No log	0.8082	118	1.4161	0.3261	1.4161	1.1900
No log	0.8219	120	1.4093	0.3038	1.4093	1.1871
No log	0.8356	122	1.4958	0.3038	1.4958	1.2230
No log	0.8493	124	1.4723	0.2123	1.4723	1.2134
No log	0.8630	126	1.3379	0.2123	1.3379	1.1567
No log	0.8767	128	1.1067	0.4133	1.1067	1.0520
No log	0.8904	130	0.9246	0.4135	0.9246	0.9616
No log	0.9041	132	0.9566	0.4135	0.9566	0.9781
No log	0.9178	134	1.0171	0.4133	1.0171	1.0085
No log	0.9315	136	1.0729	0.4582	1.0729	1.0358
No log	0.9452	138	1.2673	0.3711	1.2673	1.1257
No log	0.9589	140	1.4678	0.3711	1.4678	1.2115
No log	0.9726	142	1.4830	0.3711	1.4830	1.2178
No log	0.9863	144	1.2762	0.3711	1.2762	1.1297
No log	1.0	146	1.0115	0.4601	1.0115	1.0057
No log	1.0137	148	0.8855	0.6231	0.8855	0.9410
No log	1.0274	150	0.9087	0.5949	0.9087	0.9533
No log	1.0411	152	0.9153	0.5949	0.9153	0.9567
No log	1.0548	154	0.8476	0.6231	0.8476	0.9206
No log	1.0685	156	0.7350	0.6231	0.7350	0.8573
No log	1.0822	158	0.6310	0.6287	0.6310	0.7944
No log	1.0959	160	0.5147	0.6247	0.5147	0.7174
No log	1.1096	162	0.5006	0.6100	0.5006	0.7075
No log	1.1233	164	0.4928	0.6597	0.4928	0.7020
No log	1.1370	166	0.5182	0.6597	0.5182	0.7199
No log	1.1507	168	0.5015	0.6597	0.5015	0.7082
No log	1.1644	170	0.5167	0.7037	0.5167	0.7188
No log	1.1781	172	0.6090	0.6717	0.6090	0.7804
No log	1.1918	174	0.7257	0.6977	0.7257	0.8519
No log	1.2055	176	0.8446	0.6977	0.8446	0.9190
No log	1.2192	178	0.8460	0.6977	0.8460	0.9198
No log	1.2329	180	0.7420	0.6977	0.7420	0.8614
No log	1.2466	182	0.6667	0.6610	0.6667	0.8165
No log	1.2603	184	0.5765	0.6212	0.5765	0.7593
No log	1.2740	186	0.6395	0.6610	0.6395	0.7997
No log	1.2877	188	0.9122	0.6074	0.9122	0.9551
No log	1.3014	190	1.0271	0.5109	1.0271	1.0135
No log	1.3151	192	1.0048	0.5725	1.0048	1.0024
No log	1.3288	194	0.8578	0.6977	0.8578	0.9262
No log	1.3425	196	0.7412	0.6977	0.7412	0.8609
No log	1.3562	198	0.6757	0.6977	0.6757	0.8220
No log	1.3699	200	0.6549	0.6977	0.6549	0.8093
No log	1.3836	202	0.7365	0.6977	0.7365	0.8582
No log	1.3973	204	0.7703	0.6977	0.7703	0.8777
No log	1.4110	206	0.6369	0.7351	0.6369	0.7980
No log	1.4247	208	0.4982	0.6659	0.4982	0.7059
No log	1.4384	210	0.5288	0.7018	0.5288	0.7272
No log	1.4521	212	0.5367	0.7351	0.5367	0.7326
No log	1.4658	214	0.5910	0.7351	0.5910	0.7688
No log	1.4795	216	0.7224	0.6809	0.7224	0.8499
No log	1.4932	218	0.7481	0.6809	0.7481	0.8649
No log	1.5068	220	0.7651	0.6809	0.7651	0.8747
No log	1.5205	222	0.6473	0.7351	0.6473	0.8045
No log	1.5342	224	0.5450	0.7351	0.5450	0.7383
No log	1.5479	226	0.5480	0.7351	0.5480	0.7403
No log	1.5616	228	0.6199	0.6809	0.6199	0.7873
No log	1.5753	230	0.8194	0.6421	0.8194	0.9052
No log	1.5890	232	0.9522	0.5905	0.9522	0.9758
No log	1.6027	234	0.9929	0.5905	0.9929	0.9965
No log	1.6164	236	0.8712	0.5905	0.8712	0.9334
No log	1.6301	238	0.7193	0.6047	0.7193	0.8481
No log	1.6438	240	0.7288	0.6047	0.7288	0.8537
No log	1.6575	242	0.8549	0.6421	0.8549	0.9246
No log	1.6712	244	1.0396	0.4980	1.0396	1.0196
No log	1.6849	246	1.1022	0.4980	1.1022	1.0499
No log	1.6986	248	1.0550	0.5789	1.0550	1.0271
No log	1.7123	250	1.0085	0.5905	1.0085	1.0042
No log	1.7260	252	1.0367	0.6025	1.0367	1.0182
No log	1.7397	254	1.1355	0.4707	1.1355	1.0656
No log	1.7534	256	1.0914	0.6407	1.0914	1.0447
No log	1.7671	258	0.8797	0.6809	0.8797	0.9379
No log	1.7808	260	0.6880	0.6468	0.6880	0.8295
No log	1.7945	262	0.6046	0.7018	0.6046	0.7775
No log	1.8082	264	0.5778	0.7018	0.5778	0.7601
No log	1.8219	266	0.6060	0.7351	0.6060	0.7784
No log	1.8356	268	0.6638	0.7351	0.6638	0.8147
No log	1.8493	270	0.6037	0.7351	0.6037	0.7769
No log	1.8630	272	0.5054	0.7588	0.5054	0.7109
No log	1.8767	274	0.4859	0.7511	0.4859	0.6971
No log	1.8904	276	0.4836	0.7650	0.4836	0.6954
No log	1.9041	278	0.4894	0.7452	0.4894	0.6996
No log	1.9178	280	0.5399	0.7393	0.5399	0.7348
No log	1.9315	282	0.6533	0.7229	0.6533	0.8083
No log	1.9452	284	0.7086	0.7229	0.7086	0.8418
No log	1.9589	286	0.6247	0.7229	0.6247	0.7904
No log	1.9726	288	0.5322	0.6649	0.5322	0.7295
No log	1.9863	290	0.5280	0.7059	0.5280	0.7267
No log	2.0	292	0.5407	0.6944	0.5407	0.7353
No log	2.0137	294	0.5377	0.6694	0.5377	0.7333
No log	2.0274	296	0.4887	0.7347	0.4887	0.6991
No log	2.0411	298	0.5008	0.6883	0.5008	0.7077
No log	2.0548	300	0.6116	0.6977	0.6116	0.7821
No log	2.0685	302	0.7303	0.5991	0.7303	0.8546
No log	2.0822	304	0.7328	0.5991	0.7328	0.8560
No log	2.0959	306	0.7006	0.5991	0.7006	0.8370
No log	2.1096	308	0.6134	0.5991	0.6134	0.7832
No log	2.1233	310	0.5579	0.7229	0.5579	0.7470
No log	2.1370	312	0.5463	0.7229	0.5463	0.7391
No log	2.1507	314	0.6009	0.6560	0.6009	0.7751
No log	2.1644	316	0.6767	0.5991	0.6767	0.8226
No log	2.1781	318	0.7092	0.6421	0.7092	0.8422
No log	2.1918	320	0.6493	0.6909	0.6493	0.8058
No log	2.2055	322	0.5602	0.7722	0.5602	0.7485
No log	2.2192	324	0.5582	0.7722	0.5582	0.7471
No log	2.2329	326	0.6297	0.6909	0.6297	0.7936
No log	2.2466	328	0.7369	0.6715	0.7369	0.8584
No log	2.2603	330	0.8205	0.6756	0.8205	0.9058
No log	2.2740	332	0.7673	0.6715	0.7673	0.8760
No log	2.2877	334	0.7392	0.6809	0.7392	0.8597
No log	2.3014	336	0.7998	0.6715	0.7998	0.8943
No log	2.3151	338	0.8356	0.6715	0.8356	0.9141
No log	2.3288	340	0.7830	0.6715	0.7830	0.8848
No log	2.3425	342	0.6936	0.6809	0.6936	0.8328
No log	2.3562	344	0.5943	0.6809	0.5943	0.7709
No log	2.3699	346	0.5684	0.6809	0.5684	0.7539
No log	2.3836	348	0.6154	0.6809	0.6154	0.7844
No log	2.3973	350	0.7329	0.6809	0.7329	0.8561
No log	2.4110	352	0.8133	0.6715	0.8133	0.9019
No log	2.4247	354	0.8082	0.6715	0.8082	0.8990
No log	2.4384	356	0.8009	0.6715	0.8009	0.8949
No log	2.4521	358	0.7523	0.6715	0.7523	0.8674
No log	2.4658	360	0.7447	0.6715	0.7447	0.8630
No log	2.4795	362	0.6589	0.6715	0.6589	0.8117
No log	2.4932	364	0.6093	0.7477	0.6093	0.7806
No log	2.5068	366	0.6491	0.7234	0.6491	0.8057
No log	2.5205	368	0.7407	0.6715	0.7407	0.8607
No log	2.5342	370	0.8308	0.6756	0.8308	0.9115
No log	2.5479	372	0.7934	0.6078	0.7934	0.8908
No log	2.5616	374	0.6376	0.7269	0.6376	0.7985
No log	2.5753	376	0.5677	0.7794	0.5677	0.7535
No log	2.5890	378	0.5413	0.7794	0.5413	0.7357
No log	2.6027	380	0.5340	0.7531	0.5340	0.7308
No log	2.6164	382	0.5573	0.7393	0.5573	0.7465
No log	2.6301	384	0.6117	0.6809	0.6117	0.7821
No log	2.6438	386	0.7061	0.6715	0.7061	0.8403
No log	2.6575	388	0.7390	0.6756	0.7390	0.8597
No log	2.6712	390	0.6525	0.7059	0.6525	0.8078
No log	2.6849	392	0.5577	0.6875	0.5577	0.7468
No log	2.6986	394	0.5340	0.6712	0.5340	0.7307
No log	2.7123	396	0.5667	0.6047	0.5667	0.7528
No log	2.7260	398	0.6544	0.6421	0.6544	0.8089
No log	2.7397	400	0.7150	0.6421	0.7150	0.8456
No log	2.7534	402	0.7800	0.6407	0.7800	0.8832
No log	2.7671	404	0.7988	0.6407	0.7988	0.8938
No log	2.7808	406	0.8003	0.6488	0.8003	0.8946
No log	2.7945	408	0.7833	0.6844	0.7833	0.8850
No log	2.8082	410	0.6999	0.6531	0.6999	0.8366
No log	2.8219	412	0.6396	0.6531	0.6396	0.7998
No log	2.8356	414	0.6009	0.6560	0.6009	0.7752
No log	2.8493	416	0.6379	0.6809	0.6379	0.7987
No log	2.8630	418	0.6936	0.6715	0.6936	0.8328
No log	2.8767	420	0.6961	0.6756	0.6961	0.8343
No log	2.8904	422	0.6334	0.6809	0.6334	0.7959
No log	2.9041	424	0.6252	0.7059	0.6252	0.7907
No log	2.9178	426	0.6050	0.7059	0.6050	0.7778
No log	2.9315	428	0.6497	0.7059	0.6497	0.8060
No log	2.9452	430	0.7774	0.7148	0.7774	0.8817
No log	2.9589	432	0.9520	0.6535	0.9520	0.9757
No log	2.9726	434	1.1158	0.6166	1.1158	1.0563
No log	2.9863	436	1.0743	0.6130	1.0743	1.0365
No log	3.0	438	0.9460	0.6230	0.9460	0.9726
No log	3.0137	440	0.8444	0.6715	0.8444	0.9189
No log	3.0274	442	0.7234	0.6715	0.7234	0.8505
No log	3.0411	444	0.6595	0.6715	0.6595	0.8121
No log	3.0548	446	0.6587	0.6939	0.6587	0.8116
No log	3.0685	448	0.6728	0.6939	0.6728	0.8203
No log	3.0822	450	0.6919	0.6939	0.6919	0.8318
No log	3.0959	452	0.7219	0.6205	0.7219	0.8497
No log	3.1096	454	0.6900	0.7463	0.6900	0.8306
No log	3.1233	456	0.6729	0.7463	0.6729	0.8203
No log	3.1370	458	0.6720	0.7463	0.6720	0.8198
No log	3.1507	460	0.6115	0.7149	0.6115	0.7820
No log	3.1644	462	0.5494	0.7037	0.5494	0.7412
No log	3.1781	464	0.5400	0.6919	0.5400	0.7348
No log	3.1918	466	0.5811	0.6811	0.5811	0.7623
No log	3.2055	468	0.6219	0.7149	0.6219	0.7886
No log	3.2192	470	0.6259	0.6617	0.6259	0.7911
No log	3.2329	472	0.6404	0.6617	0.6404	0.8003
No log	3.2466	474	0.6724	0.6617	0.6724	0.8200
No log	3.2603	476	0.6524	0.7059	0.6524	0.8077
No log	3.2740	478	0.5883	0.7304	0.5883	0.7670
No log	3.2877	480	0.5485	0.7442	0.5485	0.7406
No log	3.3014	482	0.5393	0.7442	0.5393	0.7344
No log	3.3151	484	0.5413	0.7442	0.5413	0.7358
No log	3.3288	486	0.5492	0.7442	0.5492	0.7411
No log	3.3425	488	0.5925	0.7186	0.5925	0.7697
No log	3.3562	490	0.6349	0.7059	0.6349	0.7968
No log	3.3699	492	0.6976	0.7075	0.6976	0.8352
No log	3.3836	494	0.6728	0.7075	0.6728	0.8202
No log	3.3973	496	0.6027	0.7495	0.6027	0.7764
No log	3.4110	498	0.5866	0.7059	0.5866	0.7659
0.393	3.4247	500	0.6511	0.7243	0.6511	0.8069
0.393	3.4384	502	0.7515	0.7148	0.7515	0.8669
0.393	3.4521	504	0.8089	0.7148	0.8089	0.8994
0.393	3.4658	506	0.8312	0.7312	0.8312	0.9117
0.393	3.4795	508	0.8070	0.7312	0.8070	0.8983
0.393	3.4932	510	0.8270	0.7312	0.8270	0.9094
0.393	3.5068	512	0.7649	0.6844	0.7649	0.8746
0.393	3.5205	514	0.7022	0.6844	0.7022	0.8380
0.393	3.5342	516	0.7161	0.6531	0.7161	0.8462
0.393	3.5479	518	0.7417	0.6964	0.7417	0.8612
0.393	3.5616	520	0.7332	0.6964	0.7332	0.8563
0.393	3.5753	522	0.6962	0.6849	0.6962	0.8344
0.393	3.5890	524	0.6676	0.6355	0.6676	0.8171
0.393	3.6027	526	0.6634	0.6849	0.6634	0.8145
0.393	3.6164	528	0.6871	0.6849	0.6871	0.8289
0.393	3.6301	530	0.6659	0.7386	0.6659	0.8160
0.393	3.6438	532	0.6584	0.6919	0.6584	0.8114
0.393	3.6575	534	0.6780	0.6919	0.6780	0.8234
0.393	3.6712	536	0.7024	0.6919	0.7024	0.8381
0.393	3.6849	538	0.7265	0.6272	0.7265	0.8524
0.393	3.6986	540	0.8083	0.6844	0.8083	0.8991
0.393	3.7123	542	0.8133	0.6844	0.8133	0.9018
0.393	3.7260	544	0.7842	0.6617	0.7842	0.8855
0.393	3.7397	546	0.7544	0.6617	0.7544	0.8686
0.393	3.7534	548	0.7151	0.6811	0.7151	0.8456
0.393	3.7671	550	0.7364	0.7149	0.7364	0.8581
0.393	3.7808	552	0.7858	0.7149	0.7858	0.8864
0.393	3.7945	554	0.8249	0.6272	0.8249	0.9082
0.393	3.8082	556	0.8136	0.6755	0.8136	0.9020
0.393	3.8219	558	0.7638	0.6811	0.7638	0.8739
0.393	3.8356	560	0.7058	0.6919	0.7058	0.8401
0.393	3.8493	562	0.7255	0.6811	0.7255	0.8518
0.393	3.8630	564	0.7497	0.6272	0.7497	0.8659
0.393	3.8767	566	0.7665	0.6272	0.7665	0.8755
0.393	3.8904	568	0.7407	0.6811	0.7407	0.8606
0.393	3.9041	570	0.6889	0.6811	0.6889	0.8300
0.393	3.9178	572	0.6532	0.6919	0.6532	0.8082
0.393	3.9315	574	0.6547	0.7176	0.6547	0.8091
0.393	3.9452	576	0.6490	0.7176	0.6490	0.8056
0.393	3.9589	578	0.6431	0.7176	0.6431	0.8019
0.393	3.9726	580	0.6269	0.7176	0.6269	0.7918
0.393	3.9863	582	0.6107	0.7176	0.6107	0.7815
0.393	4.0	584	0.6013	0.7176	0.6013	0.7755
0.393	4.0137	586	0.5952	0.7176	0.5952	0.7715
0.393	4.0274	588	0.6142	0.7176	0.6142	0.7837
0.393	4.0411	590	0.6480	0.6919	0.6480	0.8050
0.393	4.0548	592	0.6575	0.6919	0.6575	0.8109
0.393	4.0685	594	0.6205	0.6919	0.6205	0.7877
0.393	4.0822	596	0.5767	0.6919	0.5767	0.7594
0.393	4.0959	598	0.5389	0.7165	0.5389	0.7341
0.393	4.1096	600	0.5348	0.7165	0.5348	0.7313
0.393	4.1233	602	0.5628	0.6919	0.5628	0.7502
0.393	4.1370	604	0.6212	0.6919	0.6212	0.7882
0.393	4.1507	606	0.6491	0.7379	0.6491	0.8057
0.393	4.1644	608	0.6331	0.7379	0.6331	0.7957
0.393	4.1781	610	0.6381	0.7379	0.6381	0.7988
0.393	4.1918	612	0.6129	0.7379	0.6129	0.7829
0.393	4.2055	614	0.5762	0.7176	0.5762	0.7591
0.393	4.2192	616	0.5508	0.7442	0.5508	0.7422
0.393	4.2329	618	0.5690	0.7176	0.5690	0.7543
0.393	4.2466	620	0.5713	0.7176	0.5713	0.7559
0.393	4.2603	622	0.5783	0.7176	0.5783	0.7605
0.393	4.2740	624	0.6044	0.6919	0.6044	0.7774
0.393	4.2877	626	0.6521	0.6919	0.6521	0.8075
0.393	4.3014	628	0.6898	0.6811	0.6898	0.8306
0.393	4.3151	630	0.6990	0.6811	0.6990	0.8360
0.393	4.3288	632	0.6729	0.6919	0.6729	0.8203
0.393	4.3425	634	0.6106	0.6919	0.6106	0.7814
0.393	4.3562	636	0.5715	0.7037	0.5715	0.7560
0.393	4.3699	638	0.5543	0.7037	0.5543	0.7445
0.393	4.3836	640	0.5689	0.7037	0.5689	0.7542
0.393	4.3973	642	0.6266	0.6919	0.6266	0.7916
0.393	4.4110	644	0.7000	0.7379	0.7000	0.8367
0.393	4.4247	646	0.7598	0.7271	0.7598	0.8716
0.393	4.4384	648	0.7394	0.6849	0.7394	0.8599
0.393	4.4521	650	0.6683	0.6919	0.6683	0.8175
0.393	4.4658	652	0.6056	0.6919	0.6056	0.7782
0.393	4.4795	654	0.6115	0.6919	0.6115	0.7820
0.393	4.4932	656	0.6409	0.6919	0.6409	0.8005
0.393	4.5068	658	0.6802	0.6919	0.6802	0.8247
0.393	4.5205	660	0.7289	0.7451	0.7289	0.8537
0.393	4.5342	662	0.7395	0.7463	0.7395	0.8599
0.393	4.5479	664	0.7064	0.7463	0.7064	0.8405
0.393	4.5616	666	0.6513	0.7588	0.6513	0.8071
0.393	4.5753	668	0.6253	0.7588	0.6253	0.7908
0.393	4.5890	670	0.5899	0.7511	0.5899	0.7680
0.393	4.6027	672	0.5842	0.7511	0.5842	0.7643
0.393	4.6164	674	0.6128	0.7588	0.6128	0.7828
0.393	4.6301	676	0.6531	0.7588	0.6531	0.8082
0.393	4.6438	678	0.7071	0.6939	0.7071	0.8409
0.393	4.6575	680	0.7284	0.6964	0.7284	0.8535
0.393	4.6712	682	0.6978	0.7040	0.6978	0.8354
0.393	4.6849	684	0.6540	0.7267	0.6540	0.8087
0.393	4.6986	686	0.6519	0.6919	0.6519	0.8074
0.393	4.7123	688	0.6669	0.6919	0.6669	0.8166
0.393	4.7260	690	0.6626	0.6919	0.6626	0.8140
0.393	4.7397	692	0.6858	0.6919	0.6858	0.8281
0.393	4.7534	694	0.6834	0.6919	0.6834	0.8267
0.393	4.7671	696	0.6538	0.6919	0.6538	0.8086
0.393	4.7808	698	0.6556	0.6919	0.6556	0.8097
0.393	4.7945	700	0.6713	0.6919	0.6713	0.8193
0.393	4.8082	702	0.6505	0.6919	0.6505	0.8066
0.393	4.8219	704	0.6274	0.6919	0.6274	0.7921
0.393	4.8356	706	0.6498	0.6919	0.6498	0.8061
0.393	4.8493	708	0.6969	0.6919	0.6969	0.8348
0.393	4.8630	710	0.7587	0.6950	0.7587	0.8710
0.393	4.8767	712	0.7740	0.6950	0.7740	0.8798
0.393	4.8904	714	0.7316	0.6950	0.7316	0.8554
0.393	4.9041	716	0.6976	0.6950	0.6976	0.8352
0.393	4.9178	718	0.6997	0.6950	0.6997	0.8365
0.393	4.9315	720	0.7231	0.7379	0.7231	0.8504
0.393	4.9452	722	0.7654	0.7379	0.7654	0.8749
0.393	4.9589	724	0.7564	0.7379	0.7564	0.8697
0.393	4.9726	726	0.7291	0.6919	0.7291	0.8539
0.393	4.9863	728	0.6793	0.6919	0.6793	0.8242
0.393	5.0	730	0.6349	0.6919	0.6349	0.7968
0.393	5.0137	732	0.6095	0.6919	0.6095	0.7807
0.393	5.0274	734	0.6122	0.7176	0.6122	0.7825
0.393	5.0411	736	0.6355	0.7176	0.6355	0.7972
0.393	5.0548	738	0.6462	0.7176	0.6462	0.8039
0.393	5.0685	740	0.6555	0.7176	0.6555	0.8096
0.393	5.0822	742	0.6765	0.7176	0.6765	0.8225
0.393	5.0959	744	0.7248	0.6919	0.7248	0.8514
0.393	5.1096	746	0.7516	0.6711	0.7516	0.8669
0.393	5.1233	748	0.7687	0.6711	0.7687	0.8768
0.393	5.1370	750	0.7445	0.6711	0.7445	0.8629
0.393	5.1507	752	0.6871	0.7511	0.6871	0.8289
0.393	5.1644	754	0.6475	0.7511	0.6475	0.8046
0.393	5.1781	756	0.6435	0.7511	0.6435	0.8022
0.393	5.1918	758	0.6575	0.7511	0.6575	0.8109
0.393	5.2055	760	0.6973	0.7040	0.6973	0.8350
0.393	5.2192	762	0.7191	0.7040	0.7191	0.8480
0.393	5.2329	764	0.7434	0.6939	0.7434	0.8622
0.393	5.2466	766	0.7534	0.6939	0.7534	0.8680
0.393	5.2603	768	0.7445	0.6939	0.7445	0.8628
0.393	5.2740	770	0.7138	0.7040	0.7138	0.8449
0.393	5.2877	772	0.6758	0.6711	0.6758	0.8221
0.393	5.3014	774	0.6625	0.7511	0.6625	0.8140
0.393	5.3151	776	0.6690	0.7511	0.6690	0.8179
0.393	5.3288	778	0.6701	0.7511	0.6701	0.8186
0.393	5.3425	780	0.6540	0.7511	0.6540	0.8087
0.393	5.3562	782	0.6549	0.7511	0.6549	0.8093
0.393	5.3699	784	0.6417	0.7267	0.6417	0.8011
0.393	5.3836	786	0.6233	0.7267	0.6233	0.7895
0.393	5.3973	788	0.5926	0.7511	0.5926	0.7698
0.393	5.4110	790	0.5800	0.7176	0.5800	0.7616
0.393	5.4247	792	0.5867	0.7176	0.5867	0.7660
0.393	5.4384	794	0.5811	0.7176	0.5811	0.7623
0.393	5.4521	796	0.5591	0.7176	0.5591	0.7478
0.393	5.4658	798	0.5376	0.7304	0.5376	0.7332
0.393	5.4795	800	0.5304	0.7304	0.5304	0.7283
0.393	5.4932	802	0.5414	0.7304	0.5414	0.7358
0.393	5.5068	804	0.5666	0.7619	0.5666	0.7527
0.393	5.5205	806	0.6023	0.7379	0.6023	0.7761
0.393	5.5342	808	0.6198	0.7595	0.6198	0.7873
0.393	5.5479	810	0.6195	0.7595	0.6195	0.7871
0.393	5.5616	812	0.6202	0.7595	0.6202	0.7876
0.393	5.5753	814	0.6147	0.7595	0.6147	0.7840
0.393	5.5890	816	0.6281	0.7595	0.6281	0.7925
0.393	5.6027	818	0.6494	0.7595	0.6494	0.8058
0.393	5.6164	820	0.6438	0.7595	0.6438	0.8024
0.393	5.6301	822	0.6202	0.7495	0.6202	0.7875
0.393	5.6438	824	0.6070	0.7267	0.6070	0.7791
0.393	5.6575	826	0.6245	0.7267	0.6245	0.7903
0.393	5.6712	828	0.6198	0.7267	0.6198	0.7873
0.393	5.6849	830	0.6150	0.7267	0.6150	0.7842
0.393	5.6986	832	0.6365	0.7267	0.6365	0.7978
0.393	5.7123	834	0.6494	0.7267	0.6494	0.8058
0.393	5.7260	836	0.6587	0.7495	0.6587	0.8116
0.393	5.7397	838	0.6818	0.7495	0.6818	0.8257
0.393	5.7534	840	0.7129	0.7495	0.7129	0.8444
0.393	5.7671	842	0.7556	0.7868	0.7556	0.8693
0.393	5.7808	844	0.8004	0.6457	0.8004	0.8946
0.393	5.7945	846	0.7961	0.7274	0.7961	0.8922
0.393	5.8082	848	0.7740	0.7373	0.7740	0.8798
0.393	5.8219	850	0.7392	0.7868	0.7392	0.8598
0.393	5.8356	852	0.7187	0.7495	0.7187	0.8478
0.393	5.8493	854	0.7056	0.7495	0.7056	0.8400
0.393	5.8630	856	0.7052	0.7149	0.7052	0.8397
0.393	5.8767	858	0.6870	0.7267	0.6870	0.8288
0.393	5.8904	860	0.6952	0.7149	0.6952	0.8338
0.393	5.9041	862	0.7129	0.7149	0.7129	0.8443
0.393	5.9178	864	0.7124	0.7160	0.7124	0.8440
0.393	5.9315	866	0.6748	0.7267	0.6748	0.8215
0.393	5.9452	868	0.6321	0.7511	0.6321	0.7950
0.393	5.9589	870	0.5973	0.7176	0.5973	0.7728
0.393	5.9726	872	0.5985	0.7176	0.5985	0.7737
0.393	5.9863	874	0.6065	0.7176	0.6065	0.7788
0.393	6.0	876	0.6147	0.7098	0.6147	0.7840
0.393	6.0137	878	0.6248	0.7098	0.6248	0.7905
0.393	6.0274	880	0.6422	0.7098	0.6422	0.8014
0.393	6.0411	882	0.6465	0.7098	0.6465	0.8040
0.393	6.0548	884	0.6362	0.7098	0.6362	0.7976
0.393	6.0685	886	0.6222	0.7098	0.6222	0.7888
0.393	6.0822	888	0.6044	0.7176	0.6044	0.7774
0.393	6.0959	890	0.5933	0.7176	0.5933	0.7703
0.393	6.1096	892	0.5848	0.7176	0.5848	0.7647
0.393	6.1233	894	0.5778	0.7176	0.5778	0.7601
0.393	6.1370	896	0.5621	0.7176	0.5621	0.7497
0.393	6.1507	898	0.5503	0.7176	0.5503	0.7418
0.393	6.1644	900	0.5576	0.7304	0.5576	0.7467
0.393	6.1781	902	0.5730	0.7176	0.5730	0.7570
0.393	6.1918	904	0.6138	0.7619	0.6138	0.7834
0.393	6.2055	906	0.6682	0.7379	0.6682	0.8174
0.393	6.2192	908	0.7405	0.7636	0.7405	0.8605
0.393	6.2329	910	0.7816	0.7636	0.7816	0.8841
0.393	6.2466	912	0.8118	0.7178	0.8118	0.9010
0.393	6.2603	914	0.8131	0.7178	0.8131	0.9017
0.393	6.2740	916	0.7701	0.7661	0.7701	0.8776
0.393	6.2877	918	0.7105	0.7386	0.7105	0.8429
0.393	6.3014	920	0.6671	0.6919	0.6671	0.8167
0.393	6.3151	922	0.6557	0.6919	0.6557	0.8097
0.393	6.3288	924	0.6580	0.6919	0.6580	0.8112
0.393	6.3425	926	0.6524	0.6919	0.6524	0.8077
0.393	6.3562	928	0.6534	0.6919	0.6534	0.8083
0.393	6.3699	930	0.6736	0.7018	0.6736	0.8207
0.393	6.3836	932	0.6984	0.7018	0.6984	0.8357
0.393	6.3973	934	0.7064	0.7018	0.7064	0.8405
0.393	6.4110	936	0.7051	0.7018	0.7051	0.8397
0.393	6.4247	938	0.7023	0.7267	0.7023	0.8381
0.393	6.4384	940	0.6933	0.7267	0.6933	0.8326
0.393	6.4521	942	0.6919	0.6919	0.6919	0.8318
0.393	6.4658	944	0.6890	0.6919	0.6890	0.8301
0.393	6.4795	946	0.7035	0.6919	0.7035	0.8387
0.393	6.4932	948	0.7174	0.6919	0.7174	0.8470
0.393	6.5068	950	0.7112	0.6919	0.7112	0.8433
0.393	6.5205	952	0.7088	0.6919	0.7088	0.8419
0.393	6.5342	954	0.7125	0.6919	0.7125	0.8441
0.393	6.5479	956	0.7026	0.6919	0.7026	0.8382
0.393	6.5616	958	0.6880	0.6919	0.6880	0.8294
0.393	6.5753	960	0.6906	0.6919	0.6906	0.8310
0.393	6.5890	962	0.7090	0.6919	0.7090	0.8420
0.393	6.6027	964	0.7341	0.7386	0.7341	0.8568
0.393	6.6164	966	0.7513	0.7379	0.7513	0.8668
0.393	6.6301	968	0.7515	0.7379	0.7515	0.8669
0.393	6.6438	970	0.7354	0.7379	0.7354	0.8576
0.393	6.6575	972	0.7096	0.7379	0.7096	0.8424
0.393	6.6712	974	0.6877	0.6794	0.6877	0.8293
0.393	6.6849	976	0.6783	0.6320	0.6783	0.8236
0.393	6.6986	978	0.6862	0.6950	0.6862	0.8284
0.393	6.7123	980	0.7050	0.6950	0.7050	0.8397
0.393	6.7260	982	0.7317	0.7379	0.7317	0.8554
0.393	6.7397	984	0.7461	0.7379	0.7461	0.8638
0.393	6.7534	986	0.7297	0.7379	0.7297	0.8542
0.393	6.7671	988	0.7150	0.6950	0.7150	0.8456
0.393	6.7808	990	0.6881	0.6919	0.6881	0.8295
0.393	6.7945	992	0.6695	0.6919	0.6695	0.8182
0.393	6.8082	994	0.6700	0.6919	0.6700	0.8186
0.393	6.8219	996	0.6882	0.6919	0.6882	0.8296
0.393	6.8356	998	0.7201	0.7379	0.7201	0.8486
0.0772	6.8493	1000	0.7419	0.7373	0.7419	0.8613
0.0772	6.8630	1002	0.7303	0.7373	0.7303	0.8546
0.0772	6.8767	1004	0.7192	0.7373	0.7192	0.8481
0.0772	6.8904	1006	0.6870	0.7495	0.6870	0.8289
0.0772	6.9041	1008	0.6793	0.7511	0.6793	0.8242
0.0772	6.9178	1010	0.6673	0.6919	0.6673	0.8169
0.0772	6.9315	1012	0.6647	0.6919	0.6647	0.8153
0.0772	6.9452	1014	0.6537	0.6919	0.6537	0.8085
0.0772	6.9589	1016	0.6406	0.6919	0.6406	0.8004
0.0772	6.9726	1018	0.6423	0.6919	0.6423	0.8015
0.0772	6.9863	1020	0.6523	0.6919	0.6523	0.8076
0.0772	7.0	1022	0.6645	0.6919	0.6645	0.8152
0.0772	7.0137	1024	0.6651	0.6919	0.6651	0.8155
0.0772	7.0274	1026	0.6664	0.6919	0.6664	0.8163
0.0772	7.0411	1028	0.6581	0.6919	0.6581	0.8112
0.0772	7.0548	1030	0.6501	0.6919	0.6501	0.8063
0.0772	7.0685	1032	0.6450	0.6919	0.6450	0.8031
0.0772	7.0822	1034	0.6375	0.6919	0.6375	0.7984
0.0772	7.0959	1036	0.6192	0.6919	0.6192	0.7869
0.0772	7.1096	1038	0.6103	0.7037	0.6103	0.7812
0.0772	7.1233	1040	0.6132	0.6919	0.6132	0.7831
0.0772	7.1370	1042	0.6359	0.6919	0.6359	0.7974
0.0772	7.1507	1044	0.6613	0.6919	0.6613	0.8132
0.0772	7.1644	1046	0.7037	0.6919	0.7037	0.8389
0.0772	7.1781	1048	0.7414	0.6383	0.7414	0.8610
0.0772	7.1918	1050	0.7605	0.6383	0.7605	0.8720
0.0772	7.2055	1052	0.7947	0.6383	0.7947	0.8915
0.0772	7.2192	1054	0.8345	0.6875	0.8345	0.9135
0.0772	7.2329	1056	0.8485	0.6875	0.8485	0.9211
0.0772	7.2466	1058	0.8498	0.6875	0.8498	0.9218
0.0772	7.2603	1060	0.8183	0.6450	0.8183	0.9046
0.0772	7.2740	1062	0.7748	0.6383	0.7748	0.8802
0.0772	7.2877	1064	0.7385	0.6383	0.7385	0.8594
0.0772	7.3014	1066	0.6990	0.6383	0.6990	0.8360
0.0772	7.3151	1068	0.6848	0.6909	0.6848	0.8275
0.0772	7.3288	1070	0.6875	0.6383	0.6875	0.8291
0.0772	7.3425	1072	0.7055	0.6383	0.7055	0.8400
0.0772	7.3562	1074	0.7357	0.6383	0.7357	0.8577
0.0772	7.3699	1076	0.7730	0.6383	0.7730	0.8792
0.0772	7.3836	1078	0.7794	0.6450	0.7794	0.8828
0.0772	7.3973	1080	0.7796	0.6450	0.7796	0.8829
0.0772	7.4110	1082	0.7669	0.6383	0.7669	0.8757
0.0772	7.4247	1084	0.7615	0.6383	0.7615	0.8726
0.0772	7.4384	1086	0.7692	0.6383	0.7692	0.8771
0.0772	7.4521	1088	0.7744	0.6383	0.7744	0.8800
0.0772	7.4658	1090	0.7600	0.6383	0.7600	0.8718
0.0772	7.4795	1092	0.7296	0.6383	0.7296	0.8542
0.0772	7.4932	1094	0.6954	0.7149	0.6954	0.8339
0.0772	7.5068	1096	0.6655	0.7267	0.6655	0.8158
0.0772	7.5205	1098	0.6438	0.7267	0.6438	0.8024
0.0772	7.5342	1100	0.6298	0.6919	0.6298	0.7936
0.0772	7.5479	1102	0.6313	0.6919	0.6313	0.7945
0.0772	7.5616	1104	0.6312	0.6919	0.6312	0.7945
0.0772	7.5753	1106	0.6343	0.6919	0.6343	0.7964
0.0772	7.5890	1108	0.6440	0.6919	0.6440	0.8025
0.0772	7.6027	1110	0.6621	0.7267	0.6621	0.8137
0.0772	7.6164	1112	0.6815	0.7267	0.6815	0.8256
0.0772	7.6301	1114	0.6829	0.7267	0.6829	0.8264
0.0772	7.6438	1116	0.6742	0.6919	0.6742	0.8211
0.0772	7.6575	1118	0.6657	0.6919	0.6657	0.8159
0.0772	7.6712	1120	0.6568	0.6919	0.6568	0.8104
0.0772	7.6849	1122	0.6425	0.6919	0.6425	0.8016
0.0772	7.6986	1124	0.6281	0.6919	0.6281	0.7925
0.0772	7.7123	1126	0.6273	0.6919	0.6273	0.7920
0.0772	7.7260	1128	0.6284	0.6919	0.6284	0.7927
0.0772	7.7397	1130	0.6453	0.6919	0.6453	0.8033
0.0772	7.7534	1132	0.6734	0.6919	0.6734	0.8206
0.0772	7.7671	1134	0.6869	0.6919	0.6869	0.8288
0.0772	7.7808	1136	0.6967	0.6919	0.6967	0.8347
0.0772	7.7945	1138	0.7026	0.6919	0.7026	0.8382
0.0772	7.8082	1140	0.7023	0.6919	0.7023	0.8380
0.0772	7.8219	1142	0.6965	0.6919	0.6965	0.8346
0.0772	7.8356	1144	0.6963	0.6919	0.6963	0.8344
0.0772	7.8493	1146	0.6990	0.6919	0.6990	0.8361
0.0772	7.8630	1148	0.7028	0.6919	0.7028	0.8383
0.0772	7.8767	1150	0.7011	0.6919	0.7011	0.8373
0.0772	7.8904	1152	0.6989	0.6919	0.6989	0.8360
0.0772	7.9041	1154	0.7035	0.6919	0.7035	0.8387
0.0772	7.9178	1156	0.7090	0.7269	0.7090	0.8420
0.0772	7.9315	1158	0.7264	0.7170	0.7264	0.8523
0.0772	7.9452	1160	0.7459	0.7170	0.7459	0.8637
0.0772	7.9589	1162	0.7600	0.7075	0.7600	0.8718
0.0772	7.9726	1164	0.7746	0.6875	0.7746	0.8801
0.0772	7.9863	1166	0.7646	0.6875	0.7646	0.8744
0.0772	8.0	1168	0.7619	0.6875	0.7619	0.8728
0.0772	8.0137	1170	0.7531	0.7075	0.7531	0.8678
0.0772	8.0274	1172	0.7402	0.7075	0.7402	0.8603
0.0772	8.0411	1174	0.7140	0.7170	0.7140	0.8450
0.0772	8.0548	1176	0.6873	0.6881	0.6873	0.8290
0.0772	8.0685	1178	0.6779	0.7379	0.6779	0.8234
0.0772	8.0822	1180	0.6801	0.6881	0.6801	0.8247
0.0772	8.0959	1182	0.6801	0.6881	0.6801	0.8247
0.0772	8.1096	1184	0.6890	0.6881	0.6890	0.8301
0.0772	8.1233	1186	0.6983	0.6881	0.6983	0.8356
0.0772	8.1370	1188	0.7071	0.7170	0.7071	0.8409
0.0772	8.1507	1190	0.7178	0.7170	0.7178	0.8473
0.0772	8.1644	1192	0.7283	0.7075	0.7283	0.8534
0.0772	8.1781	1194	0.7374	0.7148	0.7374	0.8587
0.0772	8.1918	1196	0.7444	0.7148	0.7444	0.8628
0.0772	8.2055	1198	0.7563	0.7148	0.7563	0.8697
0.0772	8.2192	1200	0.7632	0.7148	0.7632	0.8736
0.0772	8.2329	1202	0.7557	0.7148	0.7557	0.8693
0.0772	8.2466	1204	0.7419	0.7148	0.7419	0.8613
0.0772	8.2603	1206	0.7166	0.6875	0.7166	0.8465
0.0772	8.2740	1208	0.7012	0.6964	0.7012	0.8374
0.0772	8.2877	1210	0.6854	0.6101	0.6854	0.8279
0.0772	8.3014	1212	0.6832	0.6195	0.6832	0.8265
0.0772	8.3151	1214	0.6920	0.6667	0.6920	0.8319
0.0772	8.3288	1216	0.7126	0.6964	0.7126	0.8442
0.0772	8.3425	1218	0.7423	0.6875	0.7423	0.8616
0.0772	8.3562	1220	0.7612	0.6875	0.7612	0.8725
0.0772	8.3699	1222	0.7810	0.7148	0.7810	0.8838
0.0772	8.3836	1224	0.7942	0.7148	0.7942	0.8912
0.0772	8.3973	1226	0.8048	0.7157	0.8048	0.8971
0.0772	8.4110	1228	0.8183	0.7157	0.8183	0.9046
0.0772	8.4247	1230	0.8155	0.7157	0.8155	0.9030
0.0772	8.4384	1232	0.7983	0.7148	0.7983	0.8935
0.0772	8.4521	1234	0.7677	0.7148	0.7677	0.8762
0.0772	8.4658	1236	0.7253	0.6844	0.7253	0.8516
0.0772	8.4795	1238	0.6758	0.6383	0.6758	0.8221
0.0772	8.4932	1240	0.6461	0.6659	0.6461	0.8038
0.0772	8.5068	1242	0.6291	0.6919	0.6291	0.7931
0.0772	8.5205	1244	0.6234	0.6919	0.6234	0.7896
0.0772	8.5342	1246	0.6285	0.6919	0.6285	0.7927
0.0772	8.5479	1248	0.6414	0.6919	0.6414	0.8009
0.0772	8.5616	1250	0.6518	0.6919	0.6518	0.8073
0.0772	8.5753	1252	0.6606	0.6919	0.6606	0.8128
0.0772	8.5890	1254	0.6664	0.6919	0.6664	0.8164
0.0772	8.6027	1256	0.6788	0.6919	0.6788	0.8239
0.0772	8.6164	1258	0.6841	0.6919	0.6841	0.8271
0.0772	8.6301	1260	0.6822	0.6919	0.6822	0.8259
0.0772	8.6438	1262	0.6859	0.6919	0.6859	0.8282
0.0772	8.6575	1264	0.6930	0.7379	0.6930	0.8325
0.0772	8.6712	1266	0.7063	0.7379	0.7063	0.8404
0.0772	8.6849	1268	0.7193	0.6881	0.7193	0.8481
0.0772	8.6986	1270	0.7251	0.6667	0.7251	0.8515
0.0772	8.7123	1272	0.7227	0.6584	0.7227	0.8501
0.0772	8.7260	1274	0.7193	0.6584	0.7193	0.8481
0.0772	8.7397	1276	0.7087	0.6101	0.7087	0.8418
0.0772	8.7534	1278	0.6951	0.6355	0.6951	0.8337
0.0772	8.7671	1280	0.6831	0.6355	0.6831	0.8265
0.0772	8.7808	1282	0.6787	0.6919	0.6787	0.8238
0.0772	8.7945	1284	0.6782	0.6919	0.6782	0.8235
0.0772	8.8082	1286	0.6724	0.6919	0.6724	0.8200
0.0772	8.8219	1288	0.6650	0.6919	0.6650	0.8154
0.0772	8.8356	1290	0.6618	0.6919	0.6618	0.8135
0.0772	8.8493	1292	0.6633	0.6919	0.6633	0.8144
0.0772	8.8630	1294	0.6653	0.6919	0.6653	0.8156
0.0772	8.8767	1296	0.6737	0.6355	0.6737	0.8208
0.0772	8.8904	1298	0.6855	0.6355	0.6855	0.8279
0.0772	8.9041	1300	0.6957	0.6355	0.6957	0.8341
0.0772	8.9178	1302	0.7101	0.6355	0.7101	0.8427
0.0772	8.9315	1304	0.7144	0.6355	0.7144	0.8452
0.0772	8.9452	1306	0.7183	0.6849	0.7183	0.8475
0.0772	8.9589	1308	0.7202	0.6849	0.7202	0.8486
0.0772	8.9726	1310	0.7154	0.6849	0.7154	0.8458
0.0772	8.9863	1312	0.7105	0.6849	0.7105	0.8429
0.0772	9.0	1314	0.7014	0.6355	0.7014	0.8375
0.0772	9.0137	1316	0.6937	0.6355	0.6937	0.8329
0.0772	9.0274	1318	0.6835	0.6355	0.6835	0.8267
0.0772	9.0411	1320	0.6772	0.6355	0.6772	0.8229
0.0772	9.0548	1322	0.6750	0.6355	0.6750	0.8216
0.0772	9.0685	1324	0.6759	0.6355	0.6759	0.8221
0.0772	9.0822	1326	0.6739	0.6355	0.6739	0.8209
0.0772	9.0959	1328	0.6728	0.6355	0.6728	0.8203
0.0772	9.1096	1330	0.6793	0.6355	0.6793	0.8242
0.0772	9.1233	1332	0.6844	0.6711	0.6844	0.8273
0.0772	9.1370	1334	0.6904	0.6711	0.6904	0.8309
0.0772	9.1507	1336	0.6963	0.7160	0.6963	0.8344
0.0772	9.1644	1338	0.6967	0.7160	0.6967	0.8347
0.0772	9.1781	1340	0.6997	0.7160	0.6997	0.8365
0.0772	9.1918	1342	0.7019	0.7160	0.7019	0.8378
0.0772	9.2055	1344	0.7073	0.7170	0.7073	0.8410
0.0772	9.2192	1346	0.7171	0.7170	0.7171	0.8468
0.0772	9.2329	1348	0.7297	0.7075	0.7297	0.8542
0.0772	9.2466	1350	0.7388	0.7075	0.7388	0.8595
0.0772	9.2603	1352	0.7418	0.7075	0.7418	0.8613
0.0772	9.2740	1354	0.7455	0.7075	0.7455	0.8634
0.0772	9.2877	1356	0.7437	0.7075	0.7437	0.8624
0.0772	9.3014	1358	0.7386	0.7170	0.7386	0.8594
0.0772	9.3151	1360	0.7353	0.7170	0.7353	0.8575
0.0772	9.3288	1362	0.7317	0.7170	0.7317	0.8554
0.0772	9.3425	1364	0.7295	0.7170	0.7295	0.8541
0.0772	9.3562	1366	0.7267	0.7170	0.7267	0.8525
0.0772	9.3699	1368	0.7192	0.6881	0.7192	0.8481
0.0772	9.3836	1370	0.7121	0.6881	0.7121	0.8438
0.0772	9.3973	1372	0.7047	0.6881	0.7047	0.8394
0.0772	9.4110	1374	0.6956	0.6881	0.6956	0.8340
0.0772	9.4247	1376	0.6883	0.6881	0.6883	0.8297
0.0772	9.4384	1378	0.6812	0.7379	0.6812	0.8253
0.0772	9.4521	1380	0.6768	0.7379	0.6768	0.8227
0.0772	9.4658	1382	0.6730	0.7379	0.6730	0.8204
0.0772	9.4795	1384	0.6706	0.7386	0.6706	0.8189
0.0772	9.4932	1386	0.6715	0.7386	0.6715	0.8195
0.0772	9.5068	1388	0.6723	0.7386	0.6723	0.8200
0.0772	9.5205	1390	0.6716	0.7386	0.6716	0.8195
0.0772	9.5342	1392	0.6689	0.7386	0.6689	0.8179
0.0772	9.5479	1394	0.6655	0.7386	0.6655	0.8158
0.0772	9.5616	1396	0.6605	0.7386	0.6605	0.8127
0.0772	9.5753	1398	0.6577	0.6919	0.6577	0.8110
0.0772	9.5890	1400	0.6551	0.6919	0.6551	0.8094
0.0772	9.6027	1402	0.6545	0.6919	0.6545	0.8090
0.0772	9.6164	1404	0.6560	0.6919	0.6560	0.8099
0.0772	9.6301	1406	0.6562	0.6919	0.6562	0.8100
0.0772	9.6438	1408	0.6576	0.6919	0.6576	0.8109
0.0772	9.6575	1410	0.6596	0.7386	0.6596	0.8122
0.0772	9.6712	1412	0.6615	0.7386	0.6615	0.8133
0.0772	9.6849	1414	0.6631	0.7386	0.6631	0.8143
0.0772	9.6986	1416	0.6647	0.7386	0.6647	0.8153
0.0772	9.7123	1418	0.6673	0.7386	0.6673	0.8169
0.0772	9.7260	1420	0.6710	0.7386	0.6710	0.8191
0.0772	9.7397	1422	0.6741	0.7386	0.6741	0.8210
0.0772	9.7534	1424	0.6749	0.7386	0.6749	0.8215
0.0772	9.7671	1426	0.6767	0.7386	0.6767	0.8226
0.0772	9.7808	1428	0.6792	0.6849	0.6792	0.8242
0.0772	9.7945	1430	0.6821	0.6849	0.6821	0.8259
0.0772	9.8082	1432	0.6849	0.6849	0.6849	0.8276
0.0772	9.8219	1434	0.6862	0.6881	0.6862	0.8284
0.0772	9.8356	1436	0.6863	0.6881	0.6863	0.8284
0.0772	9.8493	1438	0.6867	0.6881	0.6867	0.8287
0.0772	9.8630	1440	0.6869	0.6881	0.6869	0.8288
0.0772	9.8767	1442	0.6869	0.6881	0.6869	0.8288
0.0772	9.8904	1444	0.6868	0.6881	0.6868	0.8287
0.0772	9.9041	1446	0.6867	0.6881	0.6867	0.8287
0.0772	9.9178	1448	0.6863	0.6881	0.6863	0.8284
0.0772	9.9315	1450	0.6859	0.6881	0.6859	0.8282
0.0772	9.9452	1452	0.6858	0.6881	0.6858	0.8281
0.0772	9.9589	1454	0.6856	0.6881	0.6856	0.8280
0.0772	9.9726	1456	0.6854	0.6881	0.6854	0.8279
0.0772	9.9863	1458	0.6853	0.6881	0.6853	0.8278
0.0772	10.0	1460	0.6852	0.6881	0.6852	0.8278

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