Arabic_FineTuningAraBERT_run2_AugV5_k15_task1_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_run2_AugV5_k15_task1_organization_fold1

Arabic_FineTuningAraBERT_run2_AugV5_k15_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 27, 2024
Updated: Nov 27, 2024
SHA: 5351c922

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_run2_AugV5_k15_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: 0.4985
Qwk: 0.6873
Mse: 0.4985
Rmse: 0.7060

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	0.0125	2	5.4000	-0.0430	5.4000	2.3238
No log	0.025	4	2.2502	0.0162	2.2502	1.5001
No log	0.0375	6	2.3059	-0.1544	2.3059	1.5185
No log	0.05	8	3.0229	-0.1436	3.0229	1.7386
No log	0.0625	10	2.5397	-0.125	2.5397	1.5936
No log	0.075	12	1.6829	-0.0171	1.6829	1.2973
No log	0.0875	14	1.1490	0.1404	1.1490	1.0719
No log	0.1	16	0.8421	0.3317	0.8421	0.9177
No log	0.1125	18	0.7077	0.4105	0.7077	0.8413
No log	0.125	20	0.7502	0.3913	0.7502	0.8662
No log	0.1375	22	0.7535	0.2652	0.7535	0.8681
No log	0.15	24	0.8248	0.4286	0.8248	0.9082
No log	0.1625	26	1.0607	0.2844	1.0607	1.0299
No log	0.175	28	1.1949	0.1714	1.1949	1.0931
No log	0.1875	30	1.2993	0.2703	1.2993	1.1399
No log	0.2	32	1.3625	0.1985	1.3625	1.1672
No log	0.2125	34	1.1994	0.3058	1.1994	1.0952
No log	0.225	36	0.9534	0.2829	0.9534	0.9764
No log	0.2375	38	0.6979	0.3834	0.6979	0.8354
No log	0.25	40	0.6501	0.4674	0.6501	0.8063
No log	0.2625	42	0.6537	0.4674	0.6537	0.8085
No log	0.275	44	0.7389	0.3834	0.7389	0.8596
No log	0.2875	46	0.9106	0.3069	0.9106	0.9543
No log	0.3	48	1.1561	0.2018	1.1561	1.0752
No log	0.3125	50	1.2876	0.0968	1.2876	1.1347
No log	0.325	52	1.2394	0.1212	1.2394	1.1133
No log	0.3375	54	1.2672	0.0968	1.2672	1.1257
No log	0.35	56	1.1442	0.2596	1.1442	1.0697
No log	0.3625	58	0.8839	0.4020	0.8839	0.9402
No log	0.375	60	0.7310	0.4105	0.7310	0.8550
No log	0.3875	62	0.6838	0.5281	0.6838	0.8269
No log	0.4	64	0.7156	0.4199	0.7156	0.8460
No log	0.4125	66	0.8287	0.3913	0.8287	0.9103
No log	0.425	68	1.0074	0.1923	1.0074	1.0037
No log	0.4375	70	1.1849	0.1706	1.1849	1.0885
No log	0.45	72	1.1921	0.1706	1.1921	1.0919
No log	0.4625	74	1.0302	0.2596	1.0302	1.0150
No log	0.475	76	0.9411	0.2829	0.9411	0.9701
No log	0.4875	78	0.8498	0.3834	0.8498	0.9219
No log	0.5	80	0.7583	0.2391	0.7583	0.8708
No log	0.5125	82	0.7206	0.2652	0.7206	0.8489
No log	0.525	84	0.7092	0.3913	0.7092	0.8421
No log	0.5375	86	0.7417	0.4105	0.7417	0.8612
No log	0.55	88	0.7291	0.3636	0.7291	0.8539
No log	0.5625	90	0.6371	0.3708	0.6371	0.7982
No log	0.575	92	0.6357	0.48	0.6357	0.7973
No log	0.5875	94	0.6372	0.4199	0.6372	0.7982
No log	0.6	96	0.6588	0.2921	0.6588	0.8117
No log	0.6125	98	0.7014	0.4	0.7014	0.8375
No log	0.625	100	0.6919	0.4	0.6919	0.8318
No log	0.6375	102	0.7016	0.4	0.7016	0.8376
No log	0.65	104	0.7498	0.4	0.7498	0.8659
No log	0.6625	106	0.7933	0.3488	0.7933	0.8907
No log	0.675	108	0.7947	0.3488	0.7947	0.8915
No log	0.6875	110	0.8622	0.24	0.8622	0.9286
No log	0.7	112	0.9552	0.1860	0.9552	0.9773
No log	0.7125	114	0.8918	0.24	0.8918	0.9444
No log	0.725	116	0.7332	0.4262	0.7332	0.8563
No log	0.7375	118	0.6241	0.4896	0.6241	0.7900
No log	0.75	120	0.5969	0.4	0.5969	0.7726
No log	0.7625	122	0.5726	0.4	0.5726	0.7567
No log	0.775	124	0.5744	0.3488	0.5744	0.7579
No log	0.7875	126	0.6528	0.3000	0.6528	0.8080
No log	0.8	128	0.7236	0.4020	0.7236	0.8506
No log	0.8125	130	0.7639	0.3298	0.7639	0.8740
No log	0.825	132	0.7908	0.3000	0.7908	0.8893
No log	0.8375	134	0.7394	0.4731	0.7394	0.8599
No log	0.85	136	0.7259	0.4	0.7259	0.8520
No log	0.8625	138	0.7263	0.5243	0.7263	0.8522
No log	0.875	140	0.7219	0.5243	0.7219	0.8497
No log	0.8875	142	0.6792	0.4731	0.6792	0.8241
No log	0.9	144	0.7224	0.4	0.7224	0.8499
No log	0.9125	146	0.8843	0.0473	0.8843	0.9404
No log	0.925	148	0.9669	0.0473	0.9669	0.9833
No log	0.9375	150	0.8989	0.1566	0.8989	0.9481
No log	0.95	152	0.7299	0.4948	0.7299	0.8543
No log	0.9625	154	0.6469	0.4948	0.6469	0.8043
No log	0.975	156	0.6112	0.4141	0.6112	0.7818
No log	0.9875	158	0.6150	0.5154	0.6150	0.7842
No log	1.0	160	0.7364	0.5609	0.7364	0.8581
No log	1.0125	162	0.9560	0.4390	0.9560	0.9778
No log	1.025	164	1.0512	0.4577	1.0512	1.0253
No log	1.0375	166	1.0532	0.4577	1.0532	1.0262
No log	1.05	168	0.9979	0.4577	0.9979	0.9989
No log	1.0625	170	0.7379	0.4825	0.7379	0.8590
No log	1.075	172	0.6274	0.5692	0.6274	0.7921
No log	1.0875	174	0.5872	0.6348	0.5872	0.7663
No log	1.1	176	0.6105	0.5556	0.6105	0.7813
No log	1.1125	178	0.7316	0.5154	0.7316	0.8553
No log	1.125	180	0.8643	0.5154	0.8643	0.9297
No log	1.1375	182	1.0177	0.2868	1.0177	1.0088
No log	1.15	184	1.0175	0.2868	1.0175	1.0087
No log	1.1625	186	0.9213	0.5532	0.9213	0.9598
No log	1.175	188	0.7976	0.5609	0.7976	0.8931
No log	1.1875	190	0.6546	0.5609	0.6546	0.8091
No log	1.2	192	0.5816	0.6209	0.5816	0.7626
No log	1.2125	194	0.6311	0.6209	0.6311	0.7944
No log	1.225	196	0.5633	0.6316	0.5633	0.7505
No log	1.2375	198	0.5248	0.7050	0.5248	0.7244
No log	1.25	200	0.5229	0.7050	0.5229	0.7231
No log	1.2625	202	0.5693	0.6744	0.5693	0.7545
No log	1.275	204	0.7351	0.5035	0.7351	0.8574
No log	1.2875	206	1.0261	0.4582	1.0261	1.0130
No log	1.3	208	1.0701	0.5276	1.0701	1.0345
No log	1.3125	210	1.0027	0.5106	1.0027	1.0014
No log	1.325	212	0.9143	0.5421	0.9143	0.9562
No log	1.3375	214	0.9064	0.4934	0.9064	0.9521
No log	1.35	216	0.9423	0.4690	0.9423	0.9707
No log	1.3625	218	1.0629	0.4296	1.0629	1.0310
No log	1.375	220	1.0636	0.3419	1.0636	1.0313
No log	1.3875	222	0.9174	0.4388	0.9174	0.9578
No log	1.4	224	0.8326	0.3805	0.8326	0.9124
No log	1.4125	226	0.7318	0.3348	0.7318	0.8555
No log	1.425	228	0.7383	0.4527	0.7383	0.8593
No log	1.4375	230	0.7574	0.5299	0.7574	0.8703
No log	1.45	232	0.7977	0.5435	0.7977	0.8931
No log	1.4625	234	0.6664	0.5233	0.6664	0.8164
No log	1.475	236	0.5463	0.6423	0.5463	0.7391
No log	1.4875	238	0.5643	0.6423	0.5643	0.7512
No log	1.5	240	0.6942	0.6216	0.6942	0.8332
No log	1.5125	242	0.9189	0.5581	0.9189	0.9586
No log	1.525	244	1.2096	0.4313	1.2096	1.0998
No log	1.5375	246	0.9730	0.4790	0.9730	0.9864
No log	1.55	248	0.6097	0.6020	0.6097	0.7808
No log	1.5625	250	0.5488	0.5552	0.5488	0.7408
No log	1.575	252	0.7349	0.5398	0.7349	0.8573
No log	1.5875	254	0.6993	0.5300	0.6993	0.8363
No log	1.6	256	0.6220	0.6580	0.6220	0.7887
No log	1.6125	258	0.7488	0.6020	0.7488	0.8653
No log	1.625	260	0.8419	0.5395	0.8419	0.9175
No log	1.6375	262	0.8404	0.4731	0.8404	0.9167
No log	1.65	264	0.7957	0.4340	0.7957	0.8920
No log	1.6625	266	0.7142	0.4815	0.7142	0.8451
No log	1.675	268	0.6653	0.4706	0.6653	0.8156
No log	1.6875	270	0.6265	0.5692	0.6265	0.7915
No log	1.7	272	0.6263	0.5609	0.6263	0.7914
No log	1.7125	274	0.6624	0.5609	0.6624	0.8139
No log	1.725	276	0.6196	0.5609	0.6196	0.7872
No log	1.7375	278	0.5660	0.6008	0.5660	0.7523
No log	1.75	280	0.5929	0.6423	0.5929	0.7700
No log	1.7625	282	0.6910	0.5233	0.6910	0.8312
No log	1.775	284	0.7136	0.5233	0.7136	0.8447
No log	1.7875	286	0.6964	0.5233	0.6964	0.8345
No log	1.8	288	0.5990	0.6818	0.5990	0.7740
No log	1.8125	290	0.5900	0.6818	0.5900	0.7681
No log	1.825	292	0.6245	0.6818	0.6245	0.7903
No log	1.8375	294	0.7338	0.6708	0.7338	0.8566
No log	1.85	296	0.9227	0.5933	0.9227	0.9606
No log	1.8625	298	0.9983	0.5668	0.9983	0.9992
No log	1.875	300	0.9363	0.5933	0.9363	0.9676
No log	1.8875	302	0.7498	0.6708	0.7498	0.8659
No log	1.9	304	0.6108	0.6818	0.6108	0.7816
No log	1.9125	306	0.5249	0.7407	0.5249	0.7245
No log	1.925	308	0.4541	0.7820	0.4541	0.6738
No log	1.9375	310	0.4660	0.75	0.4660	0.6826
No log	1.95	312	0.4898	0.75	0.4898	0.6999
No log	1.9625	314	0.5230	0.6316	0.5230	0.7232
No log	1.975	316	0.6047	0.6260	0.6047	0.7776
No log	1.9875	318	0.6011	0.6260	0.6011	0.7753
No log	2.0	320	0.5607	0.6260	0.5607	0.7488
No log	2.0125	322	0.4935	0.6142	0.4935	0.7025
No log	2.025	324	0.4217	0.6980	0.4217	0.6494
No log	2.0375	326	0.3782	0.6729	0.3782	0.6150
No log	2.05	328	0.3811	0.5687	0.3811	0.6174
No log	2.0625	330	0.4130	0.5561	0.4130	0.6426
No log	2.075	332	0.5083	0.5914	0.5083	0.7130
No log	2.0875	334	0.6239	0.5725	0.6239	0.7899
No log	2.1	336	0.6997	0.5641	0.6997	0.8365
No log	2.1125	338	0.6593	0.6111	0.6593	0.8120
No log	2.125	340	0.6091	0.6557	0.6091	0.7804
No log	2.1375	342	0.6040	0.6111	0.6040	0.7772
No log	2.15	344	0.5542	0.6557	0.5542	0.7445
No log	2.1625	346	0.4801	0.7143	0.4801	0.6929
No log	2.175	348	0.4549	0.7709	0.4549	0.6745
No log	2.1875	350	0.4724	0.5783	0.4724	0.6873
No log	2.2	352	0.5199	0.6231	0.5199	0.7210
No log	2.2125	354	0.5956	0.5609	0.5956	0.7717
No log	2.225	356	0.6311	0.5609	0.6311	0.7944
No log	2.2375	358	0.6281	0.5532	0.6281	0.7925
No log	2.25	360	0.5873	0.6111	0.5873	0.7664
No log	2.2625	362	0.6055	0.6111	0.6055	0.7781
No log	2.275	364	0.6650	0.6028	0.6650	0.8155
No log	2.2875	366	0.7528	0.5563	0.7528	0.8677
No log	2.3	368	0.6729	0.5509	0.6729	0.8203
No log	2.3125	370	0.5356	0.6111	0.5356	0.7319
No log	2.325	372	0.4635	0.7138	0.4635	0.6808
No log	2.3375	374	0.4705	0.72	0.4705	0.6859
No log	2.35	376	0.5166	0.6873	0.5166	0.7188
No log	2.3625	378	0.5921	0.6111	0.5921	0.7695
No log	2.375	380	0.7293	0.6124	0.7293	0.8540
No log	2.3875	382	0.8211	0.5855	0.8211	0.9061
No log	2.4	384	0.8639	0.5855	0.8639	0.9295
No log	2.4125	386	0.7569	0.5855	0.7569	0.8700
No log	2.425	388	0.6032	0.6111	0.6032	0.7767
No log	2.4375	390	0.4758	0.6873	0.4758	0.6897
No log	2.45	392	0.4227	0.72	0.4227	0.6501
No log	2.4625	394	0.4173	0.7348	0.4173	0.6460
No log	2.475	396	0.4287	0.7709	0.4287	0.6548
No log	2.4875	398	0.5052	0.6873	0.5052	0.7107
No log	2.5	400	0.6151	0.6957	0.6151	0.7843
No log	2.5125	402	0.6235	0.6755	0.6235	0.7896
No log	2.525	404	0.5170	0.6873	0.5170	0.7191
No log	2.5375	406	0.4029	0.7364	0.4029	0.6348
No log	2.55	408	0.4373	0.6613	0.4373	0.6613
No log	2.5625	410	0.4382	0.6613	0.4382	0.6620
No log	2.575	412	0.4168	0.7364	0.4168	0.6456
No log	2.5875	414	0.5315	0.7658	0.5315	0.7290
No log	2.6	416	0.6952	0.6645	0.6952	0.8338
No log	2.6125	418	0.7580	0.7030	0.7580	0.8706
No log	2.625	420	0.8353	0.7042	0.8353	0.9139
No log	2.6375	422	0.8610	0.7030	0.8610	0.9279
No log	2.65	424	0.8538	0.7030	0.8538	0.9240
No log	2.6625	426	0.8258	0.5935	0.8258	0.9088
No log	2.675	428	0.7556	0.5668	0.7556	0.8692
No log	2.6875	430	0.6816	0.6488	0.6816	0.8256
No log	2.7	432	0.5794	0.6873	0.5794	0.7612
No log	2.7125	434	0.5229	0.6873	0.5229	0.7231
No log	2.725	436	0.4393	0.7758	0.4393	0.6628
No log	2.7375	438	0.4042	0.7758	0.4042	0.6358
No log	2.75	440	0.3975	0.7758	0.3975	0.6305
No log	2.7625	442	0.4599	0.6980	0.4599	0.6782
No log	2.775	444	0.5136	0.6008	0.5136	0.7166
No log	2.7875	446	0.5100	0.6423	0.5100	0.7142
No log	2.8	448	0.4833	0.5825	0.4833	0.6952
No log	2.8125	450	0.5101	0.6597	0.5101	0.7142
No log	2.825	452	0.5471	0.6873	0.5471	0.7396
No log	2.8375	454	0.6074	0.6111	0.6074	0.7794
No log	2.85	456	0.6977	0.6111	0.6977	0.8353
No log	2.8625	458	0.7414	0.5935	0.7414	0.8611
No log	2.875	460	0.7067	0.6020	0.7067	0.8406
No log	2.8875	462	0.7053	0.6020	0.7053	0.8398
No log	2.9	464	0.6373	0.6873	0.6373	0.7983
No log	2.9125	466	0.5912	0.6818	0.5912	0.7689
No log	2.925	468	0.6237	0.6708	0.6237	0.7897
No log	2.9375	470	0.7576	0.5935	0.7576	0.8704
No log	2.95	472	0.8352	0.5668	0.8352	0.9139
No log	2.9625	474	0.7549	0.5668	0.7549	0.8689
No log	2.975	476	0.6416	0.5743	0.6416	0.8010
No log	2.9875	478	0.5562	0.6020	0.5562	0.7458
No log	3.0	480	0.5449	0.6316	0.5449	0.7382
No log	3.0125	482	0.5385	0.6316	0.5385	0.7338
No log	3.025	484	0.4954	0.7063	0.4954	0.7038
No log	3.0375	486	0.5059	0.6851	0.5059	0.7112
No log	3.05	488	0.5561	0.6851	0.5561	0.7457
No log	3.0625	490	0.6854	0.6708	0.6854	0.8279
No log	3.075	492	0.8137	0.5935	0.8137	0.9020
No log	3.0875	494	0.8148	0.5935	0.8148	0.9027
No log	3.1	496	0.7635	0.6020	0.7635	0.8738
No log	3.1125	498	0.6381	0.6873	0.6381	0.7988
0.5308	3.125	500	0.5682	0.7012	0.5682	0.7538
0.5308	3.1375	502	0.5559	0.6624	0.5559	0.7456
0.5308	3.15	504	0.5920	0.6111	0.5920	0.7694
0.5308	3.1625	506	0.6272	0.6111	0.6272	0.7919
0.5308	3.175	508	0.6210	0.6111	0.6210	0.7881
0.5308	3.1875	510	0.6078	0.6111	0.6078	0.7796
0.5308	3.2	512	0.5458	0.6818	0.5458	0.7388
0.5308	3.2125	514	0.5165	0.72	0.5165	0.7187
0.5308	3.225	516	0.5367	0.72	0.5367	0.7326
0.5308	3.2375	518	0.5941	0.7273	0.5941	0.7708
0.5308	3.25	520	0.6817	0.6557	0.6817	0.8256
0.5308	3.2625	522	0.8823	0.5668	0.8823	0.9393
0.5308	3.275	524	0.9800	0.5333	0.9800	0.9899
0.5308	3.2875	526	0.9635	0.5333	0.9635	0.9816
0.5308	3.3	528	0.8636	0.5668	0.8636	0.9293
0.5308	3.3125	530	0.6512	0.6111	0.6512	0.8069
0.5308	3.325	532	0.5342	0.6873	0.5342	0.7309
0.5308	3.3375	534	0.4682	0.8042	0.4682	0.6842
0.5308	3.35	536	0.4697	0.7658	0.4697	0.6854
0.5308	3.3625	538	0.5162	0.6873	0.5162	0.7185
0.5308	3.375	540	0.6568	0.5825	0.6568	0.8104
0.5308	3.3875	542	0.8165	0.5939	0.8165	0.9036
0.5308	3.4	544	0.9082	0.4790	0.9082	0.9530
0.5308	3.4125	546	0.8084	0.4615	0.8084	0.8991
0.5308	3.425	548	0.6426	0.5299	0.6426	0.8016
0.5308	3.4375	550	0.5340	0.6873	0.5340	0.7307
0.5308	3.45	552	0.4998	0.6873	0.4998	0.7070
0.5308	3.4625	554	0.5089	0.6873	0.5089	0.7134
0.5308	3.475	556	0.5541	0.6873	0.5541	0.7444
0.5308	3.4875	558	0.6771	0.6873	0.6771	0.8228
0.5308	3.5	560	0.7660	0.6789	0.7660	0.8752
0.5308	3.5125	562	0.7225	0.6789	0.7225	0.8500
0.5308	3.525	564	0.6548	0.6755	0.6548	0.8092
0.5308	3.5375	566	0.5437	0.6873	0.5437	0.7374
0.5308	3.55	568	0.4689	0.6873	0.4689	0.6847
0.5308	3.5625	570	0.4806	0.6209	0.4806	0.6933
0.5308	3.575	572	0.4792	0.6316	0.4792	0.6922
0.5308	3.5875	574	0.4593	0.6209	0.4593	0.6777
0.5308	3.6	576	0.4499	0.6873	0.4499	0.6707
0.5308	3.6125	578	0.4922	0.6873	0.4922	0.7016
0.5308	3.625	580	0.5392	0.6755	0.5392	0.7343
0.5308	3.6375	582	0.6560	0.6488	0.6560	0.8099
0.5308	3.65	584	0.6907	0.6488	0.6907	0.8311
0.5308	3.6625	586	0.6041	0.6755	0.6041	0.7772
0.5308	3.675	588	0.5866	0.6755	0.5866	0.7659
0.5308	3.6875	590	0.6126	0.6755	0.6126	0.7827
0.5308	3.7	592	0.5154	0.6755	0.5154	0.7179
0.5308	3.7125	594	0.4572	0.6755	0.4572	0.6762
0.5308	3.725	596	0.4711	0.6755	0.4711	0.6864
0.5308	3.7375	598	0.4759	0.6873	0.4759	0.6898
0.5308	3.75	600	0.4836	0.6597	0.4836	0.6954
0.5308	3.7625	602	0.4604	0.6597	0.4604	0.6786
0.5308	3.775	604	0.3882	0.75	0.3882	0.6231
0.5308	3.7875	606	0.3522	0.8489	0.3522	0.5934
0.5308	3.8	608	0.3644	0.7921	0.3644	0.6037
0.5308	3.8125	610	0.3601	0.8170	0.3601	0.6001
0.5308	3.825	612	0.3541	0.8339	0.3541	0.5950
0.5308	3.8375	614	0.3599	0.8170	0.3599	0.5999
0.5308	3.85	616	0.3935	0.72	0.3935	0.6273
0.5308	3.8625	618	0.4644	0.7273	0.4644	0.6815
0.5308	3.875	620	0.5125	0.6597	0.5125	0.7159
0.5308	3.8875	622	0.5012	0.6873	0.5012	0.7080
0.5308	3.9	624	0.4693	0.6873	0.4693	0.6851
0.5308	3.9125	626	0.4207	0.6873	0.4207	0.6486
0.5308	3.925	628	0.3758	0.776	0.3758	0.6131
0.5308	3.9375	630	0.3723	0.776	0.3723	0.6102
0.5308	3.95	632	0.3978	0.7287	0.3978	0.6307
0.5308	3.9625	634	0.4661	0.5825	0.4661	0.6827
0.5308	3.975	636	0.5295	0.5825	0.5295	0.7277
0.5308	3.9875	638	0.5466	0.6111	0.5466	0.7394
0.5308	4.0	640	0.5367	0.6111	0.5367	0.7326
0.5308	4.0125	642	0.5542	0.6873	0.5542	0.7444
0.5308	4.025	644	0.6156	0.6020	0.6156	0.7846
0.5308	4.0375	646	0.6389	0.5939	0.6389	0.7993
0.5308	4.05	648	0.6576	0.5939	0.6576	0.8110
0.5308	4.0625	650	0.6558	0.5939	0.6558	0.8098
0.5308	4.075	652	0.6177	0.5939	0.6177	0.7859
0.5308	4.0875	654	0.5387	0.6873	0.5387	0.7340
0.5308	4.1	656	0.4758	0.6873	0.4758	0.6898
0.5308	4.1125	658	0.4408	0.7273	0.4408	0.6639
0.5308	4.125	660	0.4367	0.7273	0.4367	0.6608
0.5308	4.1375	662	0.4954	0.6873	0.4954	0.7038
0.5308	4.15	664	0.5805	0.6488	0.5805	0.7619
0.5308	4.1625	666	0.5947	0.6488	0.5947	0.7712
0.5308	4.175	668	0.5641	0.7273	0.5641	0.7511
0.5308	4.1875	670	0.5385	0.7273	0.5385	0.7338
0.5308	4.2	672	0.4939	0.7273	0.4939	0.7027
0.5308	4.2125	674	0.4698	0.7524	0.4698	0.6854
0.5308	4.225	676	0.4980	0.6873	0.4980	0.7057
0.5308	4.2375	678	0.5783	0.6488	0.5783	0.7605
0.5308	4.25	680	0.6419	0.6580	0.6419	0.8012
0.5308	4.2625	682	0.6692	0.5855	0.6692	0.8180
0.5308	4.275	684	0.6195	0.6689	0.6195	0.7871
0.5308	4.2875	686	0.6036	0.6488	0.6036	0.7769
0.5308	4.3	688	0.6509	0.6488	0.6509	0.8068
0.5308	4.3125	690	0.6827	0.6387	0.6827	0.8263
0.5308	4.325	692	0.6305	0.6488	0.6305	0.7941
0.5308	4.3375	694	0.5629	0.6755	0.5629	0.7502
0.5308	4.35	696	0.5332	0.6873	0.5332	0.7302
0.5308	4.3625	698	0.5004	0.6873	0.5004	0.7074
0.5308	4.375	700	0.5343	0.6873	0.5343	0.7309
0.5308	4.3875	702	0.5675	0.6873	0.5675	0.7534
0.5308	4.4	704	0.5372	0.6873	0.5372	0.7329
0.5308	4.4125	706	0.5206	0.6873	0.5206	0.7215
0.5308	4.425	708	0.5088	0.7273	0.5088	0.7133
0.5308	4.4375	710	0.5479	0.7273	0.5479	0.7402
0.5308	4.45	712	0.5935	0.7273	0.5935	0.7704
0.5308	4.4625	714	0.6523	0.7147	0.6523	0.8076
0.5308	4.475	716	0.6561	0.7147	0.6561	0.8100
0.5308	4.4875	718	0.6120	0.6873	0.6120	0.7823
0.5308	4.5	720	0.5708	0.6873	0.5708	0.7555
0.5308	4.5125	722	0.5177	0.6873	0.5177	0.7195
0.5308	4.525	724	0.5032	0.7143	0.5032	0.7094
0.5308	4.5375	726	0.5074	0.7143	0.5074	0.7123
0.5308	4.55	728	0.5397	0.6873	0.5397	0.7347
0.5308	4.5625	730	0.5040	0.6873	0.5040	0.7099
0.5308	4.575	732	0.5324	0.6873	0.5324	0.7297
0.5308	4.5875	734	0.6491	0.6789	0.6491	0.8056
0.5308	4.6	736	0.7299	0.6448	0.7299	0.8544
0.5308	4.6125	738	0.8101	0.65	0.8101	0.9000
0.5308	4.625	740	0.7943	0.65	0.7943	0.8912
0.5308	4.6375	742	0.8293	0.65	0.8293	0.9107
0.5308	4.65	744	0.8462	0.6448	0.8462	0.9199
0.5308	4.6625	746	0.8005	0.6387	0.8005	0.8947
0.5308	4.675	748	0.7040	0.6387	0.7040	0.8390
0.5308	4.6875	750	0.5843	0.6755	0.5843	0.7644
0.5308	4.7	752	0.5578	0.6755	0.5578	0.7468
0.5308	4.7125	754	0.5837	0.6488	0.5837	0.7640
0.5308	4.725	756	0.5944	0.6488	0.5944	0.7710
0.5308	4.7375	758	0.5991	0.6755	0.5991	0.7740
0.5308	4.75	760	0.6303	0.6488	0.6303	0.7939
0.5308	4.7625	762	0.5843	0.6755	0.5843	0.7644
0.5308	4.775	764	0.5115	0.6755	0.5115	0.7152
0.5308	4.7875	766	0.4917	0.6755	0.4917	0.7012
0.5308	4.8	768	0.4825	0.6557	0.4825	0.6946
0.5308	4.8125	770	0.4699	0.7063	0.4699	0.6855
0.5308	4.825	772	0.5097	0.7074	0.5097	0.7139
0.5308	4.8375	774	0.5528	0.6557	0.5528	0.7435
0.5308	4.85	776	0.6304	0.6645	0.6304	0.7940
0.5308	4.8625	778	0.6446	0.6645	0.6446	0.8029
0.5308	4.875	780	0.6450	0.6645	0.6450	0.8031
0.5308	4.8875	782	0.6016	0.6645	0.6016	0.7756
0.5308	4.9	784	0.5531	0.6755	0.5531	0.7437
0.5308	4.9125	786	0.4730	0.6873	0.4730	0.6878
0.5308	4.925	788	0.4429	0.7	0.4429	0.6655
0.5308	4.9375	790	0.4686	0.6873	0.4686	0.6845
0.5308	4.95	792	0.5091	0.6755	0.5091	0.7135
0.5308	4.9625	794	0.5663	0.6488	0.5663	0.7525
0.5308	4.975	796	0.5696	0.6488	0.5696	0.7547
0.5308	4.9875	798	0.5318	0.6488	0.5318	0.7293
0.5308	5.0	800	0.5170	0.6755	0.5170	0.7191
0.5308	5.0125	802	0.4919	0.6708	0.4919	0.7014
0.5308	5.025	804	0.4834	0.6708	0.4834	0.6953
0.5308	5.0375	806	0.4865	0.6708	0.4865	0.6975
0.5308	5.05	808	0.4646	0.6818	0.4646	0.6816
0.5308	5.0625	810	0.4296	0.6818	0.4296	0.6555
0.5308	5.075	812	0.4066	0.7552	0.4066	0.6377
0.5308	5.0875	814	0.3901	0.72	0.3901	0.6246
0.5308	5.1	816	0.3829	0.7640	0.3829	0.6188
0.5308	5.1125	818	0.3867	0.7640	0.3867	0.6218
0.5308	5.125	820	0.4054	0.72	0.4054	0.6367
0.5308	5.1375	822	0.4528	0.7407	0.4528	0.6729
0.5308	5.15	824	0.5244	0.6708	0.5244	0.7242
0.5308	5.1625	826	0.5653	0.6488	0.5653	0.7519
0.5308	5.175	828	0.5475	0.6488	0.5475	0.7399
0.5308	5.1875	830	0.4870	0.6873	0.4870	0.6978
0.5308	5.2	832	0.4826	0.6873	0.4826	0.6947
0.5308	5.2125	834	0.5025	0.6873	0.5025	0.7089
0.5308	5.225	836	0.5508	0.6488	0.5508	0.7422
0.5308	5.2375	838	0.6206	0.6488	0.6206	0.7878
0.5308	5.25	840	0.7318	0.6580	0.7318	0.8554
0.5308	5.2625	842	0.7585	0.6580	0.7585	0.8709
0.5308	5.275	844	0.7122	0.6387	0.7122	0.8439
0.5308	5.2875	846	0.6426	0.6488	0.6426	0.8016
0.5308	5.3	848	0.6234	0.6755	0.6234	0.7896
0.5308	5.3125	850	0.6180	0.6755	0.6180	0.7861
0.5308	5.325	852	0.6567	0.6755	0.6567	0.8104
0.5308	5.3375	854	0.7279	0.6387	0.7279	0.8532
0.5308	5.35	856	0.8033	0.6205	0.8033	0.8963
0.5308	5.3625	858	0.8380	0.6205	0.8380	0.9154
0.5308	5.375	860	0.7843	0.6580	0.7843	0.8856
0.5308	5.3875	862	0.7019	0.6580	0.7019	0.8378
0.5308	5.4	864	0.6245	0.6488	0.6245	0.7903
0.5308	5.4125	866	0.6077	0.6755	0.6077	0.7796
0.5308	5.425	868	0.6400	0.6755	0.6400	0.8000
0.5308	5.4375	870	0.6712	0.6755	0.6712	0.8193
0.5308	5.45	872	0.7083	0.6590	0.7083	0.8416
0.5308	5.4625	874	0.6928	0.6590	0.6928	0.8324
0.5308	5.475	876	0.7268	0.6792	0.7268	0.8525
0.5308	5.4875	878	0.8059	0.6732	0.8059	0.8977
0.5308	5.5	880	0.7543	0.6702	0.7543	0.8685
0.5308	5.5125	882	0.6384	0.6763	0.6384	0.7990
0.5308	5.525	884	0.5792	0.6729	0.5792	0.7610
0.5308	5.5375	886	0.5805	0.6729	0.5805	0.7619
0.5308	5.55	888	0.6172	0.6729	0.6172	0.7856
0.5308	5.5625	890	0.6378	0.6763	0.6378	0.7986
0.5308	5.575	892	0.6099	0.6729	0.6099	0.7810
0.5308	5.5875	894	0.5606	0.6543	0.5606	0.7487
0.5308	5.6	896	0.4844	0.6873	0.4844	0.6960
0.5308	5.6125	898	0.4363	0.6873	0.4363	0.6606
0.5308	5.625	900	0.4065	0.7712	0.4065	0.6376
0.5308	5.6375	902	0.4321	0.8013	0.4321	0.6573
0.5308	5.65	904	0.4257	0.8013	0.4257	0.6524
0.5308	5.6625	906	0.4282	0.8013	0.4282	0.6544
0.5308	5.675	908	0.4775	0.7091	0.4775	0.6910
0.5308	5.6875	910	0.5132	0.7091	0.5132	0.7164
0.5308	5.7	912	0.5378	0.7091	0.5378	0.7333
0.5308	5.7125	914	0.5952	0.7098	0.5952	0.7715
0.5308	5.725	916	0.6034	0.6775	0.6034	0.7768
0.5308	5.7375	918	0.5654	0.6789	0.5654	0.7519
0.5308	5.75	920	0.5652	0.6789	0.5652	0.7518
0.5308	5.7625	922	0.5794	0.6789	0.5794	0.7612
0.5308	5.775	924	0.5720	0.6789	0.5720	0.7563
0.5308	5.7875	926	0.5947	0.6789	0.5947	0.7712
0.5308	5.8	928	0.6137	0.6789	0.6137	0.7834
0.5308	5.8125	930	0.6565	0.6753	0.6565	0.8102
0.5308	5.825	932	0.6672	0.6753	0.6672	0.8169
0.5308	5.8375	934	0.6539	0.6753	0.6539	0.8086
0.5308	5.85	936	0.6275	0.6789	0.6275	0.7922
0.5308	5.8625	938	0.5868	0.6789	0.5868	0.7660
0.5308	5.875	940	0.6069	0.6789	0.6069	0.7790
0.5308	5.8875	942	0.6622	0.6722	0.6622	0.8137
0.5308	5.9	944	0.6684	0.6722	0.6684	0.8176
0.5308	5.9125	946	0.6260	0.6789	0.6260	0.7912
0.5308	5.925	948	0.6281	0.6789	0.6281	0.7925
0.5308	5.9375	950	0.7032	0.6722	0.7032	0.8386
0.5308	5.95	952	0.8008	0.6753	0.8008	0.8949
0.5308	5.9625	954	0.8423	0.6753	0.8423	0.9178
0.5308	5.975	956	0.8133	0.6753	0.8133	0.9019
0.5308	5.9875	958	0.7375	0.6753	0.7375	0.8588
0.5308	6.0	960	0.7384	0.6753	0.7384	0.8593
0.5308	6.0125	962	0.8346	0.6753	0.8346	0.9135
0.5308	6.025	964	0.8724	0.6780	0.8724	0.9340
0.5308	6.0375	966	0.8399	0.6753	0.8399	0.9165
0.5308	6.05	968	0.7648	0.6753	0.7648	0.8745
0.5308	6.0625	970	0.6693	0.6722	0.6693	0.8181
0.5308	6.075	972	0.6145	0.6686	0.6145	0.7839
0.5308	6.0875	974	0.6011	0.6686	0.6011	0.7753
0.5308	6.1	976	0.5964	0.6789	0.5964	0.7723
0.5308	6.1125	978	0.6222	0.6686	0.6222	0.7888
0.5308	6.125	980	0.6706	0.6686	0.6706	0.8189
0.5308	6.1375	982	0.6940	0.6686	0.6940	0.8331
0.5308	6.15	984	0.7504	0.6753	0.7504	0.8662
0.5308	6.1625	986	0.7536	0.6753	0.7536	0.8681
0.5308	6.175	988	0.7408	0.6753	0.7408	0.8607
0.5308	6.1875	990	0.7196	0.6753	0.7196	0.8483
0.5308	6.2	992	0.6950	0.6686	0.6950	0.8336
0.5308	6.2125	994	0.7020	0.6686	0.7020	0.8378
0.5308	6.225	996	0.6638	0.6645	0.6638	0.8148
0.5308	6.2375	998	0.6540	0.6387	0.6540	0.8087
0.1178	6.25	1000	0.5944	0.6755	0.5944	0.7709
0.1178	6.2625	1002	0.5316	0.6755	0.5316	0.7291
0.1178	6.275	1004	0.5159	0.6755	0.5159	0.7183
0.1178	6.2875	1006	0.5217	0.6755	0.5217	0.7223
0.1178	6.3	1008	0.5038	0.6755	0.5038	0.7098
0.1178	6.3125	1010	0.4884	0.6755	0.4884	0.6989
0.1178	6.325	1012	0.5013	0.6755	0.5013	0.7080
0.1178	6.3375	1014	0.5237	0.6755	0.5237	0.7237
0.1178	6.35	1016	0.5808	0.6755	0.5808	0.7621
0.1178	6.3625	1018	0.6495	0.6755	0.6495	0.8059
0.1178	6.375	1020	0.6978	0.6645	0.6978	0.8354
0.1178	6.3875	1022	0.6747	0.6645	0.6747	0.8214
0.1178	6.4	1024	0.6152	0.6755	0.6152	0.7843
0.1178	6.4125	1026	0.5723	0.6755	0.5723	0.7565
0.1178	6.425	1028	0.5759	0.6755	0.5759	0.7589
0.1178	6.4375	1030	0.5744	0.6755	0.5744	0.7579
0.1178	6.45	1032	0.5429	0.6755	0.5429	0.7368
0.1178	6.4625	1034	0.5615	0.6755	0.5615	0.7494
0.1178	6.475	1036	0.5487	0.6755	0.5487	0.7407
0.1178	6.4875	1038	0.5589	0.6755	0.5589	0.7476
0.1178	6.5	1040	0.5855	0.6755	0.5855	0.7652
0.1178	6.5125	1042	0.6205	0.6237	0.6205	0.7877
0.1178	6.525	1044	0.6484	0.6138	0.6484	0.8052
0.1178	6.5375	1046	0.6564	0.6138	0.6564	0.8102
0.1178	6.55	1048	0.5971	0.6689	0.5971	0.7727
0.1178	6.5625	1050	0.5180	0.6873	0.5180	0.7197
0.1178	6.575	1052	0.4488	0.6873	0.4488	0.6699
0.1178	6.5875	1054	0.4253	0.7	0.4253	0.6521
0.1178	6.6	1056	0.4336	0.6873	0.4336	0.6585
0.1178	6.6125	1058	0.4705	0.6873	0.4705	0.6859
0.1178	6.625	1060	0.5509	0.6755	0.5509	0.7423
0.1178	6.6375	1062	0.6430	0.6839	0.6430	0.8019
0.1178	6.65	1064	0.6945	0.6627	0.6945	0.8334
0.1178	6.6625	1066	0.6938	0.6627	0.6938	0.8330
0.1178	6.675	1068	0.6396	0.6645	0.6396	0.7998
0.1178	6.6875	1070	0.5451	0.6873	0.5451	0.7383
0.1178	6.7	1072	0.4862	0.6873	0.4862	0.6973
0.1178	6.7125	1074	0.4595	0.6873	0.4595	0.6778
0.1178	6.725	1076	0.4665	0.6873	0.4665	0.6830
0.1178	6.7375	1078	0.4910	0.6873	0.4910	0.7007
0.1178	6.75	1080	0.5510	0.6873	0.5510	0.7423
0.1178	6.7625	1082	0.5895	0.6488	0.5895	0.7678
0.1178	6.775	1084	0.5792	0.6488	0.5792	0.7611
0.1178	6.7875	1086	0.5330	0.6873	0.5330	0.7301
0.1178	6.8	1088	0.5183	0.6873	0.5183	0.7199
0.1178	6.8125	1090	0.4991	0.6873	0.4991	0.7065
0.1178	6.825	1092	0.4670	0.6873	0.4670	0.6834
0.1178	6.8375	1094	0.4327	0.7	0.4327	0.6578
0.1178	6.85	1096	0.4393	0.7	0.4393	0.6628
0.1178	6.8625	1098	0.4766	0.6873	0.4766	0.6904
0.1178	6.875	1100	0.5546	0.6755	0.5546	0.7447
0.1178	6.8875	1102	0.5914	0.6755	0.5914	0.7690
0.1178	6.9	1104	0.6136	0.6755	0.6136	0.7833
0.1178	6.9125	1106	0.6356	0.6789	0.6356	0.7973
0.1178	6.925	1108	0.6303	0.6789	0.6303	0.7939
0.1178	6.9375	1110	0.6054	0.6755	0.6054	0.7781
0.1178	6.95	1112	0.5494	0.6755	0.5494	0.7412
0.1178	6.9625	1114	0.5121	0.6755	0.5121	0.7156
0.1178	6.975	1116	0.5027	0.6755	0.5027	0.7090
0.1178	6.9875	1118	0.5425	0.6755	0.5425	0.7365
0.1178	7.0	1120	0.6175	0.6755	0.6175	0.7858
0.1178	7.0125	1122	0.6693	0.6755	0.6693	0.8181
0.1178	7.025	1124	0.7134	0.6488	0.7134	0.8446
0.1178	7.0375	1126	0.6882	0.6488	0.6882	0.8296
0.1178	7.05	1128	0.6314	0.6755	0.6314	0.7946
0.1178	7.0625	1130	0.5649	0.6755	0.5649	0.7516
0.1178	7.075	1132	0.5082	0.6755	0.5082	0.7129
0.1178	7.0875	1134	0.5018	0.6755	0.5018	0.7084
0.1178	7.1	1136	0.5396	0.6755	0.5396	0.7346
0.1178	7.1125	1138	0.5761	0.6755	0.5761	0.7590
0.1178	7.125	1140	0.6364	0.6755	0.6364	0.7978
0.1178	7.1375	1142	0.7263	0.65	0.7263	0.8523
0.1178	7.15	1144	0.8399	0.6388	0.8399	0.9165
0.1178	7.1625	1146	0.9211	0.6435	0.9211	0.9597
0.1178	7.175	1148	0.9093	0.6388	0.9093	0.9536
0.1178	7.1875	1150	0.8235	0.6627	0.8235	0.9075
0.1178	7.2	1152	0.6852	0.6387	0.6852	0.8277
0.1178	7.2125	1154	0.5784	0.6755	0.5784	0.7605
0.1178	7.225	1156	0.5000	0.6873	0.5000	0.7071
0.1178	7.2375	1158	0.4674	0.6873	0.4674	0.6837
0.1178	7.25	1160	0.4786	0.6873	0.4786	0.6918
0.1178	7.2625	1162	0.5322	0.6755	0.5322	0.7295
0.1178	7.275	1164	0.6075	0.6488	0.6075	0.7794
0.1178	7.2875	1166	0.6672	0.6387	0.6672	0.8168
0.1178	7.3	1168	0.6638	0.6387	0.6638	0.8148
0.1178	7.3125	1170	0.6258	0.6755	0.6258	0.7911
0.1178	7.325	1172	0.5942	0.6755	0.5942	0.7709
0.1178	7.3375	1174	0.5925	0.6755	0.5925	0.7697
0.1178	7.35	1176	0.6347	0.6755	0.6347	0.7967
0.1178	7.3625	1178	0.6913	0.6387	0.6913	0.8315
0.1178	7.375	1180	0.7327	0.6580	0.7327	0.8560
0.1178	7.3875	1182	0.7214	0.6580	0.7214	0.8493
0.1178	7.4	1184	0.6976	0.6580	0.6976	0.8352
0.1178	7.4125	1186	0.6346	0.6488	0.6346	0.7966
0.1178	7.425	1188	0.5872	0.6488	0.5872	0.7663
0.1178	7.4375	1190	0.5622	0.6488	0.5622	0.7498
0.1178	7.45	1192	0.5632	0.6488	0.5632	0.7505
0.1178	7.4625	1194	0.5429	0.6597	0.5429	0.7368
0.1178	7.475	1196	0.5266	0.6597	0.5266	0.7257
0.1178	7.4875	1198	0.5224	0.6597	0.5224	0.7227
0.1178	7.5	1200	0.5209	0.6597	0.5209	0.7217
0.1178	7.5125	1202	0.5240	0.6597	0.5240	0.7238
0.1178	7.525	1204	0.5021	0.6873	0.5021	0.7086
0.1178	7.5375	1206	0.4935	0.6873	0.4935	0.7025
0.1178	7.55	1208	0.4814	0.6873	0.4814	0.6939
0.1178	7.5625	1210	0.4777	0.6873	0.4777	0.6912
0.1178	7.575	1212	0.4930	0.6873	0.4930	0.7021
0.1178	7.5875	1214	0.5201	0.6873	0.5201	0.7212
0.1178	7.6	1216	0.5205	0.6873	0.5205	0.7215
0.1178	7.6125	1218	0.5096	0.6873	0.5096	0.7138
0.1178	7.625	1220	0.5200	0.6873	0.5200	0.7211
0.1178	7.6375	1222	0.5336	0.6873	0.5336	0.7305
0.1178	7.65	1224	0.5551	0.6873	0.5551	0.7451
0.1178	7.6625	1226	0.5924	0.6755	0.5924	0.7696
0.1178	7.675	1228	0.6337	0.6755	0.6337	0.7960
0.1178	7.6875	1230	0.6954	0.6448	0.6954	0.8339
0.1178	7.7	1232	0.7195	0.6448	0.7195	0.8482
0.1178	7.7125	1234	0.7296	0.6448	0.7296	0.8542
0.1178	7.725	1236	0.6909	0.6448	0.6909	0.8312
0.1178	7.7375	1238	0.6394	0.6755	0.6394	0.7997
0.1178	7.75	1240	0.6331	0.6755	0.6331	0.7957
0.1178	7.7625	1242	0.6331	0.6755	0.6331	0.7957
0.1178	7.775	1244	0.6086	0.6755	0.6086	0.7801
0.1178	7.7875	1246	0.5911	0.6755	0.5911	0.7688
0.1178	7.8	1248	0.5909	0.6755	0.5909	0.7687
0.1178	7.8125	1250	0.6225	0.6755	0.6225	0.7890
0.1178	7.825	1252	0.6441	0.6789	0.6441	0.8026
0.1178	7.8375	1254	0.6671	0.6543	0.6671	0.8168
0.1178	7.85	1256	0.6762	0.6543	0.6762	0.8223
0.1178	7.8625	1258	0.6777	0.6543	0.6777	0.8232
0.1178	7.875	1260	0.6447	0.6543	0.6447	0.8029
0.1178	7.8875	1262	0.6006	0.6488	0.6006	0.7750
0.1178	7.9	1264	0.5501	0.6873	0.5501	0.7417
0.1178	7.9125	1266	0.5195	0.6873	0.5195	0.7208
0.1178	7.925	1268	0.4965	0.6873	0.4965	0.7046
0.1178	7.9375	1270	0.4940	0.6873	0.4940	0.7028
0.1178	7.95	1272	0.5006	0.6873	0.5006	0.7075
0.1178	7.9625	1274	0.5099	0.6873	0.5099	0.7141
0.1178	7.975	1276	0.5144	0.6873	0.5144	0.7173
0.1178	7.9875	1278	0.5153	0.6873	0.5153	0.7179
0.1178	8.0	1280	0.5336	0.6873	0.5336	0.7305
0.1178	8.0125	1282	0.5535	0.6873	0.5535	0.7440
0.1178	8.025	1284	0.5661	0.6597	0.5661	0.7524
0.1178	8.0375	1286	0.5673	0.6597	0.5673	0.7532
0.1178	8.05	1288	0.5607	0.6597	0.5607	0.7488
0.1178	8.0625	1290	0.5424	0.6873	0.5424	0.7364
0.1178	8.075	1292	0.5177	0.6873	0.5177	0.7195
0.1178	8.0875	1294	0.5064	0.6873	0.5064	0.7116
0.1178	8.1	1296	0.5104	0.6873	0.5104	0.7144
0.1178	8.1125	1298	0.5190	0.6873	0.5190	0.7204
0.1178	8.125	1300	0.5241	0.6873	0.5241	0.7240
0.1178	8.1375	1302	0.5242	0.6873	0.5242	0.7240
0.1178	8.15	1304	0.5419	0.6873	0.5419	0.7362
0.1178	8.1625	1306	0.5669	0.6873	0.5669	0.7529
0.1178	8.175	1308	0.5692	0.6873	0.5692	0.7545
0.1178	8.1875	1310	0.5425	0.6873	0.5425	0.7366
0.1178	8.2	1312	0.5310	0.6873	0.5310	0.7287
0.1178	8.2125	1314	0.5419	0.6873	0.5419	0.7361
0.1178	8.225	1316	0.5656	0.6873	0.5656	0.7521
0.1178	8.2375	1318	0.5910	0.6873	0.5910	0.7688
0.1178	8.25	1320	0.6013	0.6873	0.6013	0.7754
0.1178	8.2625	1322	0.6103	0.6597	0.6103	0.7812
0.1178	8.275	1324	0.6164	0.6597	0.6164	0.7851
0.1178	8.2875	1326	0.5914	0.6597	0.5914	0.7690
0.1178	8.3	1328	0.5473	0.6597	0.5473	0.7398
0.1178	8.3125	1330	0.5060	0.6873	0.5060	0.7114
0.1178	8.325	1332	0.4643	0.6873	0.4643	0.6814
0.1178	8.3375	1334	0.4388	0.75	0.4388	0.6624
0.1178	8.35	1336	0.4240	0.75	0.4240	0.6512
0.1178	8.3625	1338	0.4275	0.75	0.4275	0.6539
0.1178	8.375	1340	0.4345	0.75	0.4345	0.6592
0.1178	8.3875	1342	0.4479	0.75	0.4479	0.6693
0.1178	8.4	1344	0.4791	0.6873	0.4791	0.6922
0.1178	8.4125	1346	0.5092	0.6873	0.5092	0.7136
0.1178	8.425	1348	0.5338	0.6873	0.5338	0.7306
0.1178	8.4375	1350	0.5464	0.6873	0.5464	0.7392
0.1178	8.45	1352	0.5565	0.6873	0.5565	0.7460
0.1178	8.4625	1354	0.5735	0.6873	0.5735	0.7573
0.1178	8.475	1356	0.5799	0.6873	0.5799	0.7615
0.1178	8.4875	1358	0.5666	0.6873	0.5666	0.7528
0.1178	8.5	1360	0.5559	0.6873	0.5559	0.7456
0.1178	8.5125	1362	0.5439	0.6873	0.5439	0.7375
0.1178	8.525	1364	0.5194	0.6873	0.5194	0.7207
0.1178	8.5375	1366	0.5040	0.6873	0.5040	0.7099
0.1178	8.55	1368	0.5164	0.6873	0.5164	0.7186
0.1178	8.5625	1370	0.5249	0.6873	0.5249	0.7245
0.1178	8.575	1372	0.5303	0.6873	0.5303	0.7282
0.1178	8.5875	1374	0.5310	0.6873	0.5310	0.7287
0.1178	8.6	1376	0.5518	0.6873	0.5518	0.7428
0.1178	8.6125	1378	0.5810	0.6873	0.5810	0.7623
0.1178	8.625	1380	0.6176	0.6488	0.6176	0.7858
0.1178	8.6375	1382	0.6356	0.6580	0.6356	0.7973
0.1178	8.65	1384	0.6278	0.6580	0.6278	0.7923
0.1178	8.6625	1386	0.6061	0.6689	0.6061	0.7786
0.1178	8.675	1388	0.5878	0.6597	0.5878	0.7667
0.1178	8.6875	1390	0.5706	0.6597	0.5706	0.7554
0.1178	8.7	1392	0.5648	0.6597	0.5648	0.7515
0.1178	8.7125	1394	0.5517	0.6873	0.5517	0.7428
0.1178	8.725	1396	0.5340	0.6873	0.5340	0.7308
0.1178	8.7375	1398	0.5277	0.6873	0.5277	0.7264
0.1178	8.75	1400	0.5237	0.6873	0.5237	0.7236
0.1178	8.7625	1402	0.5375	0.6873	0.5375	0.7332
0.1178	8.775	1404	0.5443	0.6873	0.5443	0.7378
0.1178	8.7875	1406	0.5583	0.6873	0.5583	0.7472
0.1178	8.8	1408	0.5600	0.6873	0.5600	0.7483
0.1178	8.8125	1410	0.5505	0.6873	0.5505	0.7419
0.1178	8.825	1412	0.5495	0.6873	0.5495	0.7413
0.1178	8.8375	1414	0.5566	0.6873	0.5566	0.7460
0.1178	8.85	1416	0.5600	0.6597	0.5600	0.7483
0.1178	8.8625	1418	0.5517	0.6597	0.5517	0.7428
0.1178	8.875	1420	0.5480	0.6597	0.5480	0.7402
0.1178	8.8875	1422	0.5286	0.6597	0.5286	0.7270
0.1178	8.9	1424	0.5067	0.6873	0.5067	0.7118
0.1178	8.9125	1426	0.5019	0.6873	0.5019	0.7085
0.1178	8.925	1428	0.4919	0.6873	0.4919	0.7013
0.1178	8.9375	1430	0.4933	0.6873	0.4933	0.7024
0.1178	8.95	1432	0.5060	0.6597	0.5060	0.7113
0.1178	8.9625	1434	0.5237	0.6597	0.5237	0.7237
0.1178	8.975	1436	0.5436	0.6597	0.5436	0.7373
0.1178	8.9875	1438	0.5566	0.6597	0.5566	0.7460
0.1178	9.0	1440	0.5593	0.6488	0.5593	0.7478
0.1178	9.0125	1442	0.5697	0.6488	0.5697	0.7548
0.1178	9.025	1444	0.5647	0.6488	0.5647	0.7515
0.1178	9.0375	1446	0.5606	0.6488	0.5606	0.7487
0.1178	9.05	1448	0.5425	0.6873	0.5425	0.7365
0.1178	9.0625	1450	0.5197	0.6873	0.5197	0.7209
0.1178	9.075	1452	0.4988	0.6873	0.4988	0.7062
0.1178	9.0875	1454	0.4825	0.6873	0.4825	0.6946
0.1178	9.1	1456	0.4798	0.6873	0.4798	0.6927
0.1178	9.1125	1458	0.4761	0.6873	0.4761	0.6900
0.1178	9.125	1460	0.4781	0.6873	0.4781	0.6914
0.1178	9.1375	1462	0.4854	0.6873	0.4854	0.6967
0.1178	9.15	1464	0.4944	0.6873	0.4944	0.7031
0.1178	9.1625	1466	0.5109	0.6873	0.5109	0.7147
0.1178	9.175	1468	0.5296	0.6873	0.5296	0.7277
0.1178	9.1875	1470	0.5480	0.6873	0.5480	0.7403
0.1178	9.2	1472	0.5701	0.6873	0.5701	0.7550
0.1178	9.2125	1474	0.5960	0.6755	0.5960	0.7720
0.1178	9.225	1476	0.6066	0.6755	0.6066	0.7788
0.1178	9.2375	1478	0.6053	0.6488	0.6053	0.7780
0.1178	9.25	1480	0.6027	0.6488	0.6027	0.7764
0.1178	9.2625	1482	0.6025	0.6488	0.6025	0.7762
0.1178	9.275	1484	0.5972	0.6488	0.5972	0.7728
0.1178	9.2875	1486	0.5928	0.6488	0.5928	0.7699
0.1178	9.3	1488	0.5784	0.6873	0.5784	0.7606
0.1178	9.3125	1490	0.5630	0.6873	0.5630	0.7503
0.1178	9.325	1492	0.5481	0.6873	0.5481	0.7404
0.1178	9.3375	1494	0.5423	0.6873	0.5423	0.7364
0.1178	9.35	1496	0.5390	0.6873	0.5390	0.7342
0.1178	9.3625	1498	0.5383	0.6873	0.5383	0.7337
0.0648	9.375	1500	0.5327	0.6873	0.5327	0.7299
0.0648	9.3875	1502	0.5208	0.6873	0.5208	0.7216
0.0648	9.4	1504	0.5073	0.6873	0.5073	0.7123
0.0648	9.4125	1506	0.4943	0.6873	0.4943	0.7031
0.0648	9.425	1508	0.4883	0.6873	0.4883	0.6988
0.0648	9.4375	1510	0.4914	0.6873	0.4914	0.7010
0.0648	9.45	1512	0.5003	0.6873	0.5003	0.7073
0.0648	9.4625	1514	0.5137	0.6873	0.5137	0.7167
0.0648	9.475	1516	0.5245	0.6873	0.5245	0.7242
0.0648	9.4875	1518	0.5319	0.6873	0.5319	0.7293
0.0648	9.5	1520	0.5347	0.6873	0.5347	0.7313
0.0648	9.5125	1522	0.5314	0.6873	0.5314	0.7290
0.0648	9.525	1524	0.5267	0.6873	0.5267	0.7257
0.0648	9.5375	1526	0.5240	0.6873	0.5240	0.7239
0.0648	9.55	1528	0.5272	0.6873	0.5272	0.7261
0.0648	9.5625	1530	0.5337	0.6873	0.5337	0.7306
0.0648	9.575	1532	0.5350	0.6873	0.5350	0.7314
0.0648	9.5875	1534	0.5408	0.6873	0.5408	0.7354
0.0648	9.6	1536	0.5457	0.6873	0.5457	0.7387
0.0648	9.6125	1538	0.5465	0.6873	0.5465	0.7393
0.0648	9.625	1540	0.5499	0.6873	0.5499	0.7416
0.0648	9.6375	1542	0.5487	0.6873	0.5487	0.7408
0.0648	9.65	1544	0.5485	0.6873	0.5485	0.7406
0.0648	9.6625	1546	0.5486	0.6873	0.5486	0.7407
0.0648	9.675	1548	0.5438	0.6873	0.5438	0.7375
0.0648	9.6875	1550	0.5396	0.6873	0.5396	0.7346
0.0648	9.7	1552	0.5363	0.6873	0.5363	0.7323
0.0648	9.7125	1554	0.5314	0.6873	0.5314	0.7290
0.0648	9.725	1556	0.5264	0.6873	0.5264	0.7255
0.0648	9.7375	1558	0.5241	0.6873	0.5241	0.7240
0.0648	9.75	1560	0.5217	0.6873	0.5217	0.7223
0.0648	9.7625	1562	0.5192	0.6873	0.5192	0.7205
0.0648	9.775	1564	0.5167	0.6873	0.5167	0.7188
0.0648	9.7875	1566	0.5144	0.6873	0.5144	0.7172
0.0648	9.8	1568	0.5110	0.6873	0.5110	0.7149
0.0648	9.8125	1570	0.5092	0.6873	0.5092	0.7136
0.0648	9.825	1572	0.5067	0.6873	0.5067	0.7118
0.0648	9.8375	1574	0.5053	0.6873	0.5053	0.7108
0.0648	9.85	1576	0.5034	0.6873	0.5034	0.7095
0.0648	9.8625	1578	0.5009	0.6873	0.5009	0.7077
0.0648	9.875	1580	0.4976	0.6873	0.4976	0.7054
0.0648	9.8875	1582	0.4968	0.6873	0.4968	0.7048
0.0648	9.9	1584	0.4961	0.6873	0.4961	0.7044
0.0648	9.9125	1586	0.4963	0.6873	0.4963	0.7045
0.0648	9.925	1588	0.4971	0.6873	0.4971	0.7050
0.0648	9.9375	1590	0.4975	0.6873	0.4975	0.7053
0.0648	9.95	1592	0.4979	0.6873	0.4979	0.7056
0.0648	9.9625	1594	0.4979	0.6873	0.4979	0.7056
0.0648	9.975	1596	0.4980	0.6873	0.4980	0.7057
0.0648	9.9875	1598	0.4983	0.6873	0.4983	0.7059
0.0648	10.0	1600	0.4985	0.6873	0.4985	0.7060

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 27, 2024
Updated: Nov 27, 2024