ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_k40_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_k40_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_k40_task1_organization 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: Dec 2, 2024
Updated: Dec 2, 2024
SHA: 797c3f60

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_k40_task1_organization

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: 0.5498
Qwk: 0.7164
Mse: 0.5498
Rmse: 0.7415

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	0.0122	2	4.6002	-0.0238	4.6002	2.1448
No log	0.0244	4	3.0035	0.0337	3.0035	1.7331
No log	0.0366	6	2.2478	-0.0012	2.2478	1.4993
No log	0.0488	8	1.5206	0.2263	1.5206	1.2331
No log	0.0610	10	1.2178	0.0830	1.2178	1.1035
No log	0.0732	12	1.0753	0.2615	1.0753	1.0370
No log	0.0854	14	1.1062	0.2330	1.1062	1.0518
No log	0.0976	16	1.1793	0.1964	1.1793	1.0860
No log	0.1098	18	1.0831	0.2471	1.0831	1.0407
No log	0.1220	20	1.0732	0.2814	1.0732	1.0360
No log	0.1341	22	0.9843	0.3745	0.9843	0.9921
No log	0.1463	24	0.9360	0.3696	0.9360	0.9675
No log	0.1585	26	0.9239	0.4101	0.9239	0.9612
No log	0.1707	28	0.9390	0.4	0.9390	0.9690
No log	0.1829	30	1.0327	0.3138	1.0327	1.0162
No log	0.1951	32	1.1127	0.2870	1.1127	1.0549
No log	0.2073	34	0.9706	0.3915	0.9706	0.9852
No log	0.2195	36	0.8889	0.3955	0.8889	0.9428
No log	0.2317	38	0.8596	0.4480	0.8596	0.9271
No log	0.2439	40	0.8157	0.5126	0.8157	0.9032
No log	0.2561	42	0.8190	0.4764	0.8190	0.9050
No log	0.2683	44	0.7606	0.5909	0.7606	0.8721
No log	0.2805	46	0.7633	0.5938	0.7633	0.8737
No log	0.2927	48	0.7192	0.6080	0.7192	0.8481
No log	0.3049	50	0.7509	0.5071	0.7509	0.8665
No log	0.3171	52	0.7830	0.5909	0.7830	0.8849
No log	0.3293	54	0.7832	0.5909	0.7832	0.8850
No log	0.3415	56	0.7851	0.4715	0.7851	0.8861
No log	0.3537	58	0.8982	0.4983	0.8982	0.9477
No log	0.3659	60	1.0508	0.3571	1.0508	1.0251
No log	0.3780	62	1.0329	0.3741	1.0329	1.0163
No log	0.3902	64	0.8909	0.4252	0.8909	0.9439
No log	0.4024	66	0.7687	0.5	0.7687	0.8767
No log	0.4146	68	0.7490	0.5185	0.7490	0.8655
No log	0.4268	70	0.7853	0.4620	0.7853	0.8862
No log	0.4390	72	0.8624	0.4966	0.8624	0.9287
No log	0.4512	74	0.9238	0.4096	0.9238	0.9611
No log	0.4634	76	0.7812	0.5640	0.7812	0.8839
No log	0.4756	78	0.7028	0.5953	0.7028	0.8383
No log	0.4878	80	0.7216	0.5796	0.7216	0.8494
No log	0.5	82	0.6604	0.5953	0.6604	0.8127
No log	0.5122	84	0.7556	0.55	0.7556	0.8693
No log	0.5244	86	0.8622	0.5068	0.8622	0.9285
No log	0.5366	88	0.8593	0.5050	0.8593	0.9270
No log	0.5488	90	0.8051	0.5673	0.8051	0.8973
No log	0.5610	92	0.8911	0.4189	0.8911	0.9440
No log	0.5732	94	1.0622	0.3143	1.0622	1.0306
No log	0.5854	96	0.9777	0.4585	0.9777	0.9888
No log	0.5976	98	0.7520	0.5636	0.7520	0.8672
No log	0.6098	100	0.7217	0.5972	0.7217	0.8495
No log	0.6220	102	0.8467	0.5096	0.8467	0.9201
No log	0.6341	104	1.1395	0.3507	1.1395	1.0675
No log	0.6463	106	1.1780	0.3507	1.1780	1.0854
No log	0.6585	108	0.9929	0.385	0.9929	0.9964
No log	0.6707	110	0.7272	0.6074	0.7272	0.8528
No log	0.6829	112	0.7937	0.5225	0.7937	0.8909
No log	0.6951	114	0.7420	0.5831	0.7420	0.8614
No log	0.7073	116	0.7110	0.5707	0.7110	0.8432
No log	0.7195	118	0.8162	0.5408	0.8162	0.9034
No log	0.7317	120	0.8346	0.5408	0.8346	0.9136
No log	0.7439	122	0.7028	0.5329	0.7028	0.8383
No log	0.7561	124	0.6522	0.625	0.6522	0.8076
No log	0.7683	126	0.6803	0.5661	0.6803	0.8248
No log	0.7805	128	0.7299	0.5484	0.7299	0.8544
No log	0.7927	130	0.7970	0.3717	0.7970	0.8927
No log	0.8049	132	0.7971	0.4109	0.7971	0.8928
No log	0.8171	134	0.7645	0.5306	0.7645	0.8744
No log	0.8293	136	0.7729	0.4753	0.7729	0.8791
No log	0.8415	138	0.7945	0.5122	0.7945	0.8914
No log	0.8537	140	0.7109	0.6029	0.7109	0.8431
No log	0.8659	142	0.6259	0.6954	0.6259	0.7911
No log	0.8780	144	0.6398	0.6786	0.6398	0.7999
No log	0.8902	146	0.6339	0.6684	0.6339	0.7962
No log	0.9024	148	0.5711	0.7324	0.5711	0.7557
No log	0.9146	150	0.5648	0.7324	0.5648	0.7515
No log	0.9268	152	0.5644	0.7375	0.5644	0.7513
No log	0.9390	154	0.8002	0.5943	0.8002	0.8945
No log	0.9512	156	0.9366	0.5825	0.9366	0.9678
No log	0.9634	158	0.7536	0.6076	0.7536	0.8681
No log	0.9756	160	0.5858	0.6711	0.5858	0.7654
No log	0.9878	162	0.5765	0.6730	0.5765	0.7593
No log	1.0	164	0.5708	0.6730	0.5708	0.7555
No log	1.0122	166	0.6177	0.6499	0.6177	0.7859
No log	1.0244	168	0.7511	0.604	0.7511	0.8666
No log	1.0366	170	0.6820	0.6230	0.6820	0.8258
No log	1.0488	172	0.6763	0.6519	0.6763	0.8224
No log	1.0610	174	0.6640	0.6568	0.6640	0.8149
No log	1.0732	176	0.6376	0.6897	0.6376	0.7985
No log	1.0854	178	0.6131	0.6426	0.6131	0.7830
No log	1.0976	180	0.6416	0.7093	0.6416	0.8010
No log	1.1098	182	0.6531	0.7227	0.6531	0.8081
No log	1.1220	184	0.6481	0.6777	0.6481	0.8051
No log	1.1341	186	0.6888	0.6379	0.6888	0.8299
No log	1.1463	188	0.7520	0.5957	0.7520	0.8672
No log	1.1585	190	0.8011	0.5284	0.8011	0.8950
No log	1.1707	192	0.9445	0.55	0.9445	0.9718
No log	1.1829	194	0.8051	0.5789	0.8051	0.8973
No log	1.1951	196	0.7247	0.4908	0.7247	0.8513
No log	1.2073	198	0.7022	0.5401	0.7022	0.8380
No log	1.2195	200	0.8241	0.5857	0.8241	0.9078
No log	1.2317	202	0.7261	0.5714	0.7261	0.8521
No log	1.2439	204	0.6093	0.6228	0.6093	0.7805
No log	1.2561	206	0.9143	0.5263	0.9143	0.9562
No log	1.2683	208	1.0880	0.5225	1.0880	1.0431
No log	1.2805	210	0.8945	0.5263	0.8945	0.9458
No log	1.2927	212	0.6719	0.6217	0.6719	0.8197
No log	1.3049	214	0.5746	0.6351	0.5746	0.7580
No log	1.3171	216	0.5542	0.6351	0.5542	0.7445
No log	1.3293	218	0.5796	0.6833	0.5796	0.7613
No log	1.3415	220	0.6765	0.6478	0.6765	0.8225
No log	1.3537	222	0.6500	0.6405	0.6500	0.8062
No log	1.3659	224	0.6091	0.6126	0.6091	0.7805
No log	1.3780	226	0.6563	0.5966	0.6563	0.8101
No log	1.3902	228	0.6842	0.5806	0.6842	0.8272
No log	1.4024	230	0.7072	0.5598	0.7072	0.8409
No log	1.4146	232	0.7613	0.5377	0.7613	0.8725
No log	1.4268	234	0.7655	0.5088	0.7655	0.8749
No log	1.4390	236	0.7219	0.5745	0.7219	0.8497
No log	1.4512	238	0.7359	0.5185	0.7359	0.8578
No log	1.4634	240	0.8386	0.5445	0.8386	0.9158
No log	1.4756	242	0.7651	0.5443	0.7651	0.8747
No log	1.4878	244	0.5783	0.6339	0.5783	0.7605
No log	1.5	246	0.5824	0.6833	0.5824	0.7632
No log	1.5122	248	0.5988	0.6833	0.5988	0.7738
No log	1.5244	250	0.5794	0.6833	0.5794	0.7612
No log	1.5366	252	0.5403	0.7170	0.5403	0.7350
No log	1.5488	254	0.5614	0.6224	0.5614	0.7493
No log	1.5610	256	0.5939	0.5953	0.5939	0.7707
No log	1.5732	258	0.6460	0.6224	0.6460	0.8038
No log	1.5854	260	0.7245	0.4677	0.7245	0.8512
No log	1.5976	262	0.8203	0.4124	0.8203	0.9057
No log	1.6098	264	0.8418	0.5426	0.8418	0.9175
No log	1.6220	266	0.7394	0.5965	0.7394	0.8599
No log	1.6341	268	0.6077	0.7360	0.6077	0.7795
No log	1.6463	270	0.5678	0.75	0.5678	0.7535
No log	1.6585	272	0.5850	0.7686	0.5850	0.7648
No log	1.6707	274	0.6700	0.6300	0.6700	0.8185
No log	1.6829	276	0.6663	0.6686	0.6663	0.8163
No log	1.6951	278	0.5471	0.75	0.5471	0.7397
No log	1.7073	280	0.5910	0.6573	0.5910	0.7688
No log	1.7195	282	0.7310	0.5869	0.7310	0.8550
No log	1.7317	284	0.6938	0.5869	0.6938	0.8330
No log	1.7439	286	0.5761	0.6388	0.5761	0.7590
No log	1.7561	288	0.5878	0.7305	0.5878	0.7667
No log	1.7683	290	0.6873	0.6384	0.6873	0.8291
No log	1.7805	292	0.6769	0.6159	0.6769	0.8227
No log	1.7927	294	0.5824	0.7376	0.5824	0.7631
No log	1.8049	296	0.5582	0.7321	0.5582	0.7471
No log	1.8171	298	0.5797	0.6923	0.5797	0.7614
No log	1.8293	300	0.6874	0.6610	0.6874	0.8291
No log	1.8415	302	0.6828	0.6880	0.6828	0.8263
No log	1.8537	304	0.6338	0.6599	0.6338	0.7961
No log	1.8659	306	0.5633	0.7130	0.5633	0.7505
No log	1.8780	308	0.6171	0.6451	0.6171	0.7856
No log	1.8902	310	0.6710	0.6716	0.6710	0.8191
No log	1.9024	312	0.6218	0.6992	0.6218	0.7885
No log	1.9146	314	0.6104	0.7137	0.6104	0.7813
No log	1.9268	316	0.6561	0.6462	0.6561	0.8100
No log	1.9390	318	0.6364	0.6924	0.6364	0.7977
No log	1.9512	320	0.6303	0.6662	0.6303	0.7939
No log	1.9634	322	0.6648	0.6405	0.6648	0.8154
No log	1.9756	324	0.7161	0.6098	0.7161	0.8462
No log	1.9878	326	0.6969	0.5909	0.6969	0.8348
No log	2.0	328	0.6793	0.5670	0.6793	0.8242
No log	2.0122	330	0.6814	0.5670	0.6814	0.8255
No log	2.0244	332	0.6909	0.5909	0.6909	0.8312
No log	2.0366	334	0.6697	0.6405	0.6697	0.8184
No log	2.0488	336	0.6450	0.6618	0.6450	0.8031
No log	2.0610	338	0.6096	0.7109	0.6096	0.7807
No log	2.0732	340	0.5927	0.6817	0.5927	0.7699
No log	2.0854	342	0.5985	0.6336	0.5985	0.7736
No log	2.0976	344	0.6296	0.5685	0.6296	0.7935
No log	2.1098	346	0.6468	0.5685	0.6468	0.8043
No log	2.1220	348	0.5951	0.6494	0.5951	0.7714
No log	2.1341	350	0.5773	0.7613	0.5773	0.7598
No log	2.1463	352	0.6964	0.6667	0.6964	0.8345
No log	2.1585	354	0.6832	0.6585	0.6832	0.8265
No log	2.1707	356	0.6116	0.6991	0.6116	0.7820
No log	2.1829	358	0.6253	0.5807	0.6253	0.7907
No log	2.1951	360	0.6424	0.6447	0.6424	0.8015
No log	2.2073	362	0.7178	0.5789	0.7178	0.8472
No log	2.2195	364	0.8254	0.6208	0.8254	0.9085
No log	2.2317	366	0.8232	0.6208	0.8232	0.9073
No log	2.2439	368	0.8288	0.6208	0.8288	0.9104
No log	2.2561	370	0.7573	0.6480	0.7573	0.8702
No log	2.2683	372	0.6136	0.6858	0.6136	0.7833
No log	2.2805	374	0.5485	0.7388	0.5485	0.7406
No log	2.2927	376	0.5416	0.7388	0.5416	0.7359
No log	2.3049	378	0.6033	0.7218	0.6033	0.7767
No log	2.3171	380	0.7484	0.6113	0.7484	0.8651
No log	2.3293	382	0.7850	0.6113	0.7850	0.8860
No log	2.3415	384	0.7003	0.6434	0.7003	0.8369
No log	2.3537	386	0.5744	0.7017	0.5744	0.7579
No log	2.3659	388	0.5369	0.736	0.5369	0.7327
No log	2.3780	390	0.5115	0.7443	0.5115	0.7152
No log	2.3902	392	0.5477	0.7097	0.5477	0.7401
No log	2.4024	394	0.6300	0.6579	0.6300	0.7937
No log	2.4146	396	0.7008	0.6579	0.7008	0.8371
No log	2.4268	398	0.7545	0.5733	0.7545	0.8686
No log	2.4390	400	0.7090	0.6271	0.7090	0.8420
No log	2.4512	402	0.6240	0.6548	0.6240	0.7900
No log	2.4634	404	0.5570	0.7277	0.5570	0.7463
No log	2.4756	406	0.5304	0.7277	0.5304	0.7283
No log	2.4878	408	0.5987	0.6614	0.5987	0.7737
No log	2.5	410	0.6216	0.6388	0.6216	0.7884
No log	2.5122	412	0.5854	0.6527	0.5854	0.7651
No log	2.5244	414	0.5868	0.6324	0.5868	0.7660
No log	2.5366	416	0.7296	0.6271	0.7296	0.8542
No log	2.5488	418	0.7767	0.6092	0.7767	0.8813
No log	2.5610	420	0.6541	0.6548	0.6541	0.8087
No log	2.5732	422	0.5303	0.6711	0.5303	0.7282
No log	2.5854	424	0.5083	0.7281	0.5083	0.7129
No log	2.5976	426	0.5028	0.7056	0.5028	0.7091
No log	2.6098	428	0.5085	0.7281	0.5085	0.7131
No log	2.6220	430	0.5062	0.7056	0.5062	0.7115
No log	2.6341	432	0.5213	0.6642	0.5213	0.7220
No log	2.6463	434	0.5398	0.6642	0.5398	0.7347
No log	2.6585	436	0.5616	0.6906	0.5616	0.7494
No log	2.6707	438	0.5772	0.6607	0.5772	0.7597
No log	2.6829	440	0.6031	0.6107	0.6031	0.7766
No log	2.6951	442	0.6178	0.6107	0.6178	0.7860
No log	2.7073	444	0.6170	0.6107	0.6170	0.7855
No log	2.7195	446	0.5984	0.6107	0.5984	0.7736
No log	2.7317	448	0.5834	0.6550	0.5834	0.7638
No log	2.7439	450	0.5835	0.6550	0.5835	0.7638
No log	2.7561	452	0.5894	0.6364	0.5894	0.7677
No log	2.7683	454	0.6112	0.6107	0.6112	0.7818
No log	2.7805	456	0.6173	0.6107	0.6173	0.7857
No log	2.7927	458	0.6388	0.6107	0.6388	0.7992
No log	2.8049	460	0.7003	0.5237	0.7003	0.8368
No log	2.8171	462	0.6828	0.5126	0.6828	0.8263
No log	2.8293	464	0.6372	0.6107	0.6372	0.7983
No log	2.8415	466	0.5997	0.6107	0.5997	0.7744
No log	2.8537	468	0.6010	0.6107	0.6010	0.7752
No log	2.8659	470	0.5896	0.6107	0.5896	0.7678
No log	2.8780	472	0.5727	0.6388	0.5727	0.7568
No log	2.8902	474	0.5700	0.625	0.5700	0.7550
No log	2.9024	476	0.5444	0.6388	0.5444	0.7378
No log	2.9146	478	0.5137	0.7281	0.5137	0.7168
No log	2.9268	480	0.5251	0.7253	0.5251	0.7246
No log	2.9390	482	0.6185	0.6548	0.6185	0.7865
No log	2.9512	484	0.6720	0.6271	0.6720	0.8198
No log	2.9634	486	0.6030	0.6548	0.6030	0.7765
No log	2.9756	488	0.5052	0.7188	0.5052	0.7108
No log	2.9878	490	0.4811	0.7281	0.4811	0.6936
No log	3.0	492	0.4730	0.7478	0.4730	0.6878
No log	3.0122	494	0.4611	0.7281	0.4611	0.6790
No log	3.0244	496	0.4688	0.7696	0.4688	0.6847
No log	3.0366	498	0.4671	0.7696	0.4671	0.6834
0.377	3.0488	500	0.4756	0.7409	0.4756	0.6897
0.377	3.0610	502	0.4773	0.7409	0.4773	0.6909
0.377	3.0732	504	0.4760	0.7281	0.4760	0.6899
0.377	3.0854	506	0.4731	0.7281	0.4731	0.6878
0.377	3.0976	508	0.4984	0.7458	0.4984	0.7059
0.377	3.1098	510	0.5594	0.7017	0.5594	0.7479
0.377	3.1220	512	0.5346	0.7346	0.5346	0.7311
0.377	3.1341	514	0.4611	0.7738	0.4611	0.6791
0.377	3.1463	516	0.4406	0.7543	0.4406	0.6638
0.377	3.1585	518	0.4698	0.7450	0.4698	0.6854
0.377	3.1707	520	0.4819	0.7587	0.4819	0.6942
0.377	3.1829	522	0.4534	0.7368	0.4534	0.6733
0.377	3.1951	524	0.4349	0.7823	0.4349	0.6595
0.377	3.2073	526	0.4383	0.7453	0.4383	0.6620
0.377	3.2195	528	0.4314	0.7898	0.4314	0.6568
0.377	3.2317	530	0.4286	0.7898	0.4286	0.6547
0.377	3.2439	532	0.4440	0.7543	0.4440	0.6664
0.377	3.2561	534	0.4541	0.7353	0.4541	0.6739
0.377	3.2683	536	0.4629	0.7543	0.4629	0.6804
0.377	3.2805	538	0.5312	0.6833	0.5312	0.7288
0.377	3.2927	540	0.5779	0.6329	0.5779	0.7602
0.377	3.3049	542	0.5714	0.6582	0.5714	0.7559
0.377	3.3171	544	0.5398	0.6371	0.5398	0.7347
0.377	3.3293	546	0.5117	0.7119	0.5117	0.7153
0.377	3.3415	548	0.4854	0.7529	0.4854	0.6967
0.377	3.3537	550	0.4779	0.7375	0.4779	0.6913
0.377	3.3659	552	0.4898	0.7180	0.4898	0.6999
0.377	3.3780	554	0.4649	0.7310	0.4649	0.6818
0.377	3.3902	556	0.4381	0.7769	0.4381	0.6619
0.377	3.4024	558	0.4433	0.8060	0.4433	0.6658
0.377	3.4146	560	0.4564	0.7882	0.4564	0.6756
0.377	3.4268	562	0.4769	0.7579	0.4769	0.6906
0.377	3.4390	564	0.4815	0.7370	0.4815	0.6939
0.377	3.4512	566	0.4755	0.7445	0.4755	0.6895
0.377	3.4634	568	0.4548	0.7778	0.4548	0.6744
0.377	3.4756	570	0.4492	0.8060	0.4492	0.6702
0.377	3.4878	572	0.4507	0.8060	0.4507	0.6714
0.377	3.5	574	0.4548	0.7895	0.4548	0.6744
0.377	3.5122	576	0.4884	0.7128	0.4884	0.6989
0.377	3.5244	578	0.4912	0.7128	0.4912	0.7009
0.377	3.5366	580	0.4844	0.7515	0.4844	0.6960
0.377	3.5488	582	0.4847	0.7484	0.4847	0.6962
0.377	3.5610	584	0.5107	0.7017	0.5107	0.7147
0.377	3.5732	586	0.5513	0.6704	0.5513	0.7425
0.377	3.5854	588	0.5545	0.6704	0.5545	0.7446
0.377	3.5976	590	0.5189	0.6766	0.5189	0.7203
0.377	3.6098	592	0.5158	0.7248	0.5158	0.7182
0.377	3.6220	594	0.5166	0.7393	0.5166	0.7188
0.377	3.6341	596	0.5168	0.6825	0.5168	0.7189
0.377	3.6463	598	0.5140	0.6825	0.5140	0.7170
0.377	3.6585	600	0.5121	0.6766	0.5121	0.7156
0.377	3.6707	602	0.5590	0.6822	0.5590	0.7477
0.377	3.6829	604	0.6280	0.6667	0.6280	0.7924
0.377	3.6951	606	0.6205	0.6458	0.6205	0.7877
0.377	3.7073	608	0.5601	0.7139	0.5601	0.7484
0.377	3.7195	610	0.5164	0.6424	0.5164	0.7186
0.377	3.7317	612	0.5272	0.7131	0.5272	0.7261
0.377	3.7439	614	0.5358	0.7370	0.5358	0.7320
0.377	3.7561	616	0.5172	0.7131	0.5172	0.7192
0.377	3.7683	618	0.5002	0.6881	0.5002	0.7073
0.377	3.7805	620	0.5111	0.6677	0.5111	0.7149
0.377	3.7927	622	0.5210	0.6806	0.5210	0.7218
0.377	3.8049	624	0.4988	0.6677	0.4988	0.7062
0.377	3.8171	626	0.4924	0.7018	0.4924	0.7017
0.377	3.8293	628	0.5406	0.6599	0.5406	0.7353
0.377	3.8415	630	0.5857	0.6667	0.5857	0.7653
0.377	3.8537	632	0.6050	0.6667	0.6050	0.7778
0.377	3.8659	634	0.5777	0.6804	0.5777	0.7601
0.377	3.8780	636	0.5903	0.6804	0.5903	0.7683
0.377	3.8902	638	0.6175	0.6804	0.6175	0.7858
0.377	3.9024	640	0.5559	0.6384	0.5559	0.7456
0.377	3.9146	642	0.4917	0.7162	0.4917	0.7012
0.377	3.9268	644	0.4846	0.7716	0.4846	0.6961
0.377	3.9390	646	0.4791	0.7716	0.4791	0.6922
0.377	3.9512	648	0.4847	0.7638	0.4847	0.6962
0.377	3.9634	650	0.5195	0.6528	0.5195	0.7208
0.377	3.9756	652	0.5335	0.6528	0.5335	0.7304
0.377	3.9878	654	0.5154	0.6758	0.5154	0.7179
0.377	4.0	656	0.4653	0.7125	0.4653	0.6821
0.377	4.0122	658	0.4182	0.7651	0.4182	0.6467
0.377	4.0244	660	0.4153	0.7882	0.4153	0.6445
0.377	4.0366	662	0.4184	0.7882	0.4184	0.6468
0.377	4.0488	664	0.4183	0.7725	0.4183	0.6467
0.377	4.0610	666	0.4666	0.7487	0.4666	0.6831
0.377	4.0732	668	0.5813	0.7203	0.5813	0.7624
0.377	4.0854	670	0.6602	0.7016	0.6602	0.8125
0.377	4.0976	672	0.6448	0.7073	0.6448	0.8030
0.377	4.1098	674	0.5794	0.7520	0.5794	0.7612
0.377	4.1220	676	0.5435	0.7473	0.5435	0.7372
0.377	4.1341	678	0.5129	0.6875	0.5129	0.7162
0.377	4.1463	680	0.5177	0.6875	0.5177	0.7195
0.377	4.1585	682	0.5119	0.6813	0.5119	0.7155
0.377	4.1707	684	0.5111	0.6813	0.5111	0.7149
0.377	4.1829	686	0.5098	0.7008	0.5098	0.7140
0.377	4.1951	688	0.5297	0.7473	0.5297	0.7278
0.377	4.2073	690	0.5150	0.7656	0.5150	0.7177
0.377	4.2195	692	0.4829	0.7374	0.4829	0.6949
0.377	4.2317	694	0.4624	0.7353	0.4624	0.6800
0.377	4.2439	696	0.4588	0.7180	0.4588	0.6774
0.377	4.2561	698	0.4532	0.7057	0.4532	0.6732
0.377	4.2683	700	0.4464	0.7638	0.4464	0.6681
0.377	4.2805	702	0.4376	0.7638	0.4376	0.6615
0.377	4.2927	704	0.4414	0.7638	0.4414	0.6644
0.377	4.3049	706	0.4567	0.7638	0.4567	0.6758
0.377	4.3171	708	0.4773	0.7507	0.4773	0.6909
0.377	4.3293	710	0.4654	0.7638	0.4654	0.6822
0.377	4.3415	712	0.4513	0.7458	0.4513	0.6718
0.377	4.3537	714	0.4356	0.7666	0.4356	0.6600
0.377	4.3659	716	0.4231	0.7845	0.4231	0.6505
0.377	4.3780	718	0.4261	0.7938	0.4261	0.6528
0.377	4.3902	720	0.4747	0.7779	0.4747	0.6890
0.377	4.4024	722	0.5386	0.7395	0.5386	0.7339
0.377	4.4146	724	0.5353	0.7395	0.5353	0.7317
0.377	4.4268	726	0.5042	0.7346	0.5042	0.7101
0.377	4.4390	728	0.4722	0.7568	0.4722	0.6871
0.377	4.4512	730	0.4667	0.7568	0.4667	0.6832
0.377	4.4634	732	0.4680	0.7439	0.4680	0.6841
0.377	4.4756	734	0.4711	0.7439	0.4711	0.6864
0.377	4.4878	736	0.4780	0.7310	0.4780	0.6914
0.377	4.5	738	0.4781	0.7310	0.4781	0.6915
0.377	4.5122	740	0.4938	0.7656	0.4938	0.7027
0.377	4.5244	742	0.5247	0.7408	0.5247	0.7244
0.377	4.5366	744	0.5173	0.7533	0.5173	0.7192
0.377	4.5488	746	0.4801	0.7656	0.4801	0.6929
0.377	4.5610	748	0.4769	0.7656	0.4769	0.6906
0.377	4.5732	750	0.4923	0.7656	0.4923	0.7017
0.377	4.5854	752	0.5050	0.7473	0.5050	0.7107
0.377	4.5976	754	0.5268	0.7460	0.5268	0.7258
0.377	4.6098	756	0.5542	0.7203	0.5542	0.7444
0.377	4.6220	758	0.5399	0.7332	0.5399	0.7347
0.377	4.6341	760	0.4999	0.7295	0.4999	0.7071
0.377	4.6463	762	0.4854	0.7242	0.4854	0.6967
0.377	4.6585	764	0.4760	0.7375	0.4760	0.6900
0.377	4.6707	766	0.4661	0.7652	0.4661	0.6827
0.377	4.6829	768	0.4705	0.7375	0.4705	0.6859
0.377	4.6951	770	0.4786	0.7425	0.4786	0.6918
0.377	4.7073	772	0.4792	0.7295	0.4792	0.6923
0.377	4.7195	774	0.5079	0.7346	0.5079	0.7127
0.377	4.7317	776	0.5140	0.7473	0.5140	0.7170
0.377	4.7439	778	0.5007	0.7473	0.5007	0.7076
0.377	4.7561	780	0.5182	0.7473	0.5182	0.7199
0.377	4.7683	782	0.5374	0.7218	0.5374	0.7331
0.377	4.7805	784	0.5179	0.7656	0.5179	0.7196
0.377	4.7927	786	0.4877	0.7613	0.4877	0.6983
0.377	4.8049	788	0.4725	0.8075	0.4725	0.6874
0.377	4.8171	790	0.4729	0.7737	0.4729	0.6877
0.377	4.8293	792	0.4751	0.7390	0.4751	0.6893
0.377	4.8415	794	0.4773	0.7390	0.4773	0.6909
0.377	4.8537	796	0.4812	0.7390	0.4812	0.6937
0.377	4.8659	798	0.4819	0.772	0.4819	0.6942
0.377	4.8780	800	0.4828	0.7353	0.4828	0.6949
0.377	4.8902	802	0.4865	0.75	0.4865	0.6975
0.377	4.9024	804	0.4838	0.7390	0.4838	0.6956
0.377	4.9146	806	0.4802	0.7666	0.4802	0.6929
0.377	4.9268	808	0.4836	0.7543	0.4836	0.6954
0.377	4.9390	810	0.4842	0.7463	0.4842	0.6958
0.377	4.9512	812	0.4842	0.7463	0.4842	0.6959
0.377	4.9634	814	0.4829	0.7463	0.4829	0.6949
0.377	4.9756	816	0.4810	0.7054	0.4810	0.6936
0.377	4.9878	818	0.4773	0.7443	0.4773	0.6909
0.377	5.0	820	0.4801	0.7443	0.4801	0.6929
0.377	5.0122	822	0.4824	0.7443	0.4824	0.6945
0.377	5.0244	824	0.4796	0.7375	0.4796	0.6926
0.377	5.0366	826	0.4955	0.7242	0.4955	0.7039
0.377	5.0488	828	0.4958	0.7242	0.4958	0.7041
0.377	5.0610	830	0.4749	0.7638	0.4749	0.6891
0.377	5.0732	832	0.4670	0.7338	0.4670	0.6834
0.377	5.0854	834	0.4630	0.7725	0.4630	0.6804
0.377	5.0976	836	0.4651	0.7521	0.4651	0.6820
0.377	5.1098	838	0.4863	0.7779	0.4863	0.6973
0.377	5.1220	840	0.5043	0.7779	0.5043	0.7101
0.377	5.1341	842	0.5029	0.7779	0.5029	0.7091
0.377	5.1463	844	0.4989	0.7779	0.4989	0.7063
0.377	5.1585	846	0.4951	0.75	0.4951	0.7036
0.377	5.1707	848	0.4930	0.7390	0.4930	0.7021
0.377	5.1829	850	0.4974	0.7390	0.4974	0.7053
0.377	5.1951	852	0.4988	0.7339	0.4988	0.7063
0.377	5.2073	854	0.5006	0.7288	0.5006	0.7075
0.377	5.2195	856	0.5028	0.7466	0.5028	0.7091
0.377	5.2317	858	0.5146	0.7448	0.5146	0.7173
0.377	5.2439	860	0.5277	0.7603	0.5277	0.7264
0.377	5.2561	862	0.5430	0.7603	0.5430	0.7369
0.377	5.2683	864	0.5636	0.7537	0.5636	0.7507
0.377	5.2805	866	0.5642	0.7589	0.5642	0.7511
0.377	5.2927	868	0.5748	0.7158	0.5748	0.7581
0.377	5.3049	870	0.5682	0.7105	0.5682	0.7538
0.377	5.3171	872	0.5528	0.6777	0.5528	0.7435
0.377	5.3293	874	0.5416	0.6974	0.5416	0.7360
0.377	5.3415	876	0.5394	0.7051	0.5394	0.7344
0.377	5.3537	878	0.5437	0.7164	0.5437	0.7374
0.377	5.3659	880	0.5620	0.7164	0.5620	0.7497
0.377	5.3780	882	0.6174	0.7143	0.6174	0.7857
0.377	5.3902	884	0.6624	0.7016	0.6624	0.8139
0.377	5.4024	886	0.6655	0.7016	0.6655	0.8158
0.377	5.4146	888	0.6173	0.7089	0.6173	0.7857
0.377	5.4268	890	0.5640	0.6975	0.5640	0.7510
0.377	5.4390	892	0.5415	0.7402	0.5415	0.7359
0.377	5.4512	894	0.5408	0.7353	0.5408	0.7354
0.377	5.4634	896	0.5452	0.7081	0.5452	0.7383
0.377	5.4756	898	0.5617	0.6777	0.5617	0.7495
0.377	5.4878	900	0.5988	0.7033	0.5988	0.7738
0.377	5.5	902	0.6199	0.7203	0.6199	0.7873
0.377	5.5122	904	0.6243	0.7017	0.6243	0.7901
0.377	5.5244	906	0.6222	0.7017	0.6222	0.7888
0.377	5.5366	908	0.5994	0.7017	0.5994	0.7742
0.377	5.5488	910	0.5740	0.6975	0.5740	0.7577
0.377	5.5610	912	0.5793	0.7033	0.5793	0.7611
0.377	5.5732	914	0.5649	0.7164	0.5649	0.7516
0.377	5.5854	916	0.5410	0.736	0.5410	0.7355
0.377	5.5976	918	0.5487	0.736	0.5487	0.7407
0.377	5.6098	920	0.5854	0.7218	0.5854	0.7651
0.377	5.6220	922	0.6559	0.7143	0.6559	0.8099
0.377	5.6341	924	0.6834	0.7143	0.6834	0.8267
0.377	5.6463	926	0.6574	0.7143	0.6574	0.8108
0.377	5.6585	928	0.5941	0.7089	0.5941	0.7708
0.377	5.6707	930	0.5317	0.7310	0.5317	0.7292
0.377	5.6829	932	0.4976	0.7291	0.4976	0.7054
0.377	5.6951	934	0.4976	0.7619	0.4976	0.7054
0.377	5.7073	936	0.5006	0.7332	0.5006	0.7075
0.377	5.7195	938	0.4893	0.7619	0.4893	0.6995
0.377	5.7317	940	0.4797	0.7716	0.4797	0.6926
0.377	5.7439	942	0.4911	0.7841	0.4911	0.7008
0.377	5.7561	944	0.5266	0.7533	0.5266	0.7257
0.377	5.7683	946	0.5573	0.7158	0.5573	0.7465
0.377	5.7805	948	0.5732	0.7269	0.5732	0.7571
0.377	5.7927	950	0.5813	0.7269	0.5813	0.7625
0.377	5.8049	952	0.5746	0.7269	0.5746	0.7580
0.377	5.8171	954	0.5645	0.7269	0.5645	0.7513
0.377	5.8293	956	0.5367	0.7158	0.5367	0.7326
0.377	5.8415	958	0.4986	0.7473	0.4986	0.7061
0.377	5.8537	960	0.4692	0.8100	0.4692	0.6850
0.377	5.8659	962	0.4550	0.7651	0.4550	0.6746
0.377	5.8780	964	0.4509	0.7664	0.4509	0.6715
0.377	5.8902	966	0.4605	0.8100	0.4605	0.6786
0.377	5.9024	968	0.5004	0.7473	0.5004	0.7074
0.377	5.9146	970	0.5387	0.7332	0.5387	0.7340
0.377	5.9268	972	0.5837	0.7332	0.5837	0.7640
0.377	5.9390	974	0.6084	0.7016	0.6084	0.7800
0.377	5.9512	976	0.6365	0.7016	0.6365	0.7978
0.377	5.9634	978	0.6306	0.6812	0.6306	0.7941
0.377	5.9756	980	0.5944	0.6884	0.5944	0.7710
0.377	5.9878	982	0.6103	0.6667	0.6103	0.7812
0.377	6.0	984	0.6306	0.6271	0.6306	0.7941
0.377	6.0122	986	0.6213	0.6667	0.6213	0.7882
0.377	6.0244	988	0.6307	0.6229	0.6307	0.7942
0.377	6.0366	990	0.6437	0.6434	0.6437	0.8023
0.377	6.0488	992	0.6631	0.6434	0.6631	0.8143
0.377	6.0610	994	0.6481	0.6812	0.6481	0.8051
0.377	6.0732	996	0.5985	0.7	0.5985	0.7736
0.377	6.0854	998	0.5341	0.7149	0.5341	0.7308
0.0848	6.0976	1000	0.4829	0.7493	0.4829	0.6949
0.0848	6.1098	1002	0.4617	0.7725	0.4617	0.6795
0.0848	6.1220	1004	0.4608	0.7725	0.4608	0.6789
0.0848	6.1341	1006	0.4628	0.7664	0.4628	0.6803
0.0848	6.1463	1008	0.4750	0.7507	0.4750	0.6892
0.0848	6.1585	1010	0.5084	0.7295	0.5084	0.7130
0.0848	6.1707	1012	0.5565	0.7089	0.5565	0.7460
0.0848	6.1829	1014	0.5851	0.7032	0.5851	0.7649
0.0848	6.1951	1016	0.5825	0.7032	0.5825	0.7632
0.0848	6.2073	1018	0.5463	0.6901	0.5463	0.7391
0.0848	6.2195	1020	0.5296	0.6901	0.5296	0.7277
0.0848	6.2317	1022	0.5272	0.7164	0.5272	0.7261
0.0848	6.2439	1024	0.5467	0.6901	0.5467	0.7394
0.0848	6.2561	1026	0.5803	0.6901	0.5803	0.7618
0.0848	6.2683	1028	0.6302	0.675	0.6303	0.7939
0.0848	6.2805	1030	0.6743	0.6434	0.6743	0.8212
0.0848	6.2927	1032	0.6992	0.6434	0.6992	0.8362
0.0848	6.3049	1034	0.6703	0.6229	0.6703	0.8187
0.0848	6.3171	1036	0.6349	0.6616	0.6349	0.7968
0.0848	6.3293	1038	0.6277	0.675	0.6277	0.7923
0.0848	6.3415	1040	0.6416	0.6365	0.6416	0.8010
0.0848	6.3537	1042	0.6729	0.6434	0.6729	0.8203
0.0848	6.3659	1044	0.7147	0.6434	0.7147	0.8454
0.0848	6.3780	1046	0.7675	0.6434	0.7675	0.8761
0.0848	6.3902	1048	0.7960	0.6168	0.7960	0.8922
0.0848	6.4024	1050	0.8262	0.5565	0.8262	0.9089
0.0848	6.4146	1052	0.8171	0.5565	0.8171	0.9040
0.0848	6.4268	1054	0.8084	0.5565	0.8084	0.8991
0.0848	6.4390	1056	0.7819	0.5565	0.7819	0.8842
0.0848	6.4512	1058	0.7623	0.5565	0.7623	0.8731
0.0848	6.4634	1060	0.7586	0.5708	0.7586	0.8710
0.0848	6.4756	1062	0.7622	0.5708	0.7622	0.8730
0.0848	6.4878	1064	0.7560	0.5708	0.7560	0.8695
0.0848	6.5	1066	0.7198	0.6229	0.7198	0.8484
0.0848	6.5122	1068	0.6840	0.6229	0.6840	0.8271
0.0848	6.5244	1070	0.6561	0.6410	0.6561	0.8100
0.0848	6.5366	1072	0.6776	0.6229	0.6776	0.8232
0.0848	6.5488	1074	0.7144	0.6229	0.7144	0.8452
0.0848	6.5610	1076	0.7090	0.6229	0.7090	0.8420
0.0848	6.5732	1078	0.6980	0.6229	0.6980	0.8355
0.0848	6.5854	1080	0.6629	0.6053	0.6629	0.8142
0.0848	6.5976	1082	0.6565	0.6458	0.6565	0.8103
0.0848	6.6098	1084	0.6450	0.6599	0.6450	0.8031
0.0848	6.6220	1086	0.6419	0.6599	0.6419	0.8012
0.0848	6.6341	1088	0.6575	0.6599	0.6575	0.8109
0.0848	6.6463	1090	0.6769	0.6458	0.6769	0.8227
0.0848	6.6585	1092	0.6760	0.6458	0.6760	0.8222
0.0848	6.6707	1094	0.6729	0.6458	0.6729	0.8203
0.0848	6.6829	1096	0.6478	0.6458	0.6478	0.8049
0.0848	6.6951	1098	0.6147	0.6261	0.6147	0.7841
0.0848	6.7073	1100	0.5922	0.6405	0.5922	0.7696
0.0848	6.7195	1102	0.5837	0.6405	0.5837	0.7640
0.0848	6.7317	1104	0.5850	0.6405	0.5850	0.7648
0.0848	6.7439	1106	0.5912	0.6405	0.5912	0.7689
0.0848	6.7561	1108	0.6050	0.6261	0.6050	0.7778
0.0848	6.7683	1110	0.6342	0.6599	0.6342	0.7963
0.0848	6.7805	1112	0.6459	0.6599	0.6459	0.8037
0.0848	6.7927	1114	0.6601	0.6599	0.6601	0.8125
0.0848	6.8049	1116	0.6421	0.6599	0.6421	0.8013
0.0848	6.8171	1118	0.6254	0.6599	0.6254	0.7908
0.0848	6.8293	1120	0.6150	0.6599	0.6150	0.7842
0.0848	6.8415	1122	0.6245	0.6599	0.6245	0.7902
0.0848	6.8537	1124	0.6364	0.6599	0.6364	0.7978
0.0848	6.8659	1126	0.6495	0.6599	0.6495	0.8059
0.0848	6.8780	1128	0.6808	0.6195	0.6808	0.8251
0.0848	6.8902	1130	0.6921	0.6195	0.6921	0.8319
0.0848	6.9024	1132	0.6722	0.6599	0.6722	0.8199
0.0848	6.9146	1134	0.6288	0.6599	0.6288	0.7929
0.0848	6.9268	1136	0.6043	0.6704	0.6043	0.7774
0.0848	6.9390	1138	0.5673	0.6840	0.5673	0.7532
0.0848	6.9512	1140	0.5422	0.7109	0.5422	0.7363
0.0848	6.9634	1142	0.5304	0.6914	0.5304	0.7283
0.0848	6.9756	1144	0.5274	0.7109	0.5274	0.7262
0.0848	6.9878	1146	0.5382	0.7109	0.5382	0.7336
0.0848	7.0	1148	0.5484	0.7109	0.5484	0.7405
0.0848	7.0122	1150	0.5619	0.6840	0.5619	0.7496
0.0848	7.0244	1152	0.5548	0.7295	0.5548	0.7449
0.0848	7.0366	1154	0.5551	0.7295	0.5551	0.7451
0.0848	7.0488	1156	0.5568	0.7233	0.5568	0.7462
0.0848	7.0610	1158	0.5680	0.7283	0.5680	0.7537
0.0848	7.0732	1160	0.5771	0.7283	0.5771	0.7596
0.0848	7.0854	1162	0.5972	0.7032	0.5972	0.7728
0.0848	7.0976	1164	0.5983	0.7032	0.5983	0.7735
0.0848	7.1098	1166	0.5863	0.7105	0.5863	0.7657
0.0848	7.1220	1168	0.5801	0.7105	0.5802	0.7617
0.0848	7.1341	1170	0.5739	0.7105	0.5739	0.7576
0.0848	7.1463	1172	0.5730	0.7105	0.5730	0.7570
0.0848	7.1585	1174	0.5775	0.6918	0.5775	0.7600
0.0848	7.1707	1176	0.5897	0.6976	0.5897	0.7679
0.0848	7.1829	1178	0.6073	0.6846	0.6073	0.7793
0.0848	7.1951	1180	0.6172	0.6846	0.6172	0.7856
0.0848	7.2073	1182	0.6177	0.6846	0.6177	0.7859
0.0848	7.2195	1184	0.6102	0.6653	0.6102	0.7812
0.0848	7.2317	1186	0.5913	0.6451	0.5913	0.7690
0.0848	7.2439	1188	0.5897	0.6451	0.5897	0.7679
0.0848	7.2561	1190	0.6016	0.6451	0.6016	0.7756
0.0848	7.2683	1192	0.6266	0.6846	0.6266	0.7916
0.0848	7.2805	1194	0.6444	0.6846	0.6444	0.8028
0.0848	7.2927	1196	0.6367	0.6846	0.6367	0.7980
0.0848	7.3049	1198	0.6330	0.6846	0.6330	0.7956
0.0848	7.3171	1200	0.6534	0.6846	0.6534	0.8083
0.0848	7.3293	1202	0.6971	0.6905	0.6971	0.8349
0.0848	7.3415	1204	0.7159	0.7016	0.7159	0.8461
0.0848	7.3537	1206	0.7054	0.6905	0.7054	0.8399
0.0848	7.3659	1208	0.6756	0.7032	0.6756	0.8220
0.0848	7.3780	1210	0.6318	0.6846	0.6318	0.7949
0.0848	7.3902	1212	0.6034	0.6846	0.6034	0.7768
0.0848	7.4024	1214	0.5822	0.6777	0.5822	0.7630
0.0848	7.4146	1216	0.5832	0.6777	0.5832	0.7637
0.0848	7.4268	1218	0.5941	0.6777	0.5941	0.7707
0.0848	7.4390	1220	0.6044	0.6638	0.6044	0.7774
0.0848	7.4512	1222	0.6262	0.6451	0.6262	0.7914
0.0848	7.4634	1224	0.6658	0.6634	0.6658	0.8159
0.0848	7.4756	1226	0.7235	0.6616	0.7235	0.8506
0.0848	7.4878	1228	0.7671	0.6301	0.7671	0.8758
0.0848	7.5	1230	0.7802	0.6301	0.7802	0.8833
0.0848	7.5122	1232	0.7690	0.6680	0.7690	0.8770
0.0848	7.5244	1234	0.7665	0.6390	0.7665	0.8755
0.0848	7.5366	1236	0.7353	0.6812	0.7353	0.8575
0.0848	7.5488	1238	0.6828	0.7143	0.6828	0.8263
0.0848	7.5610	1240	0.6499	0.6846	0.6499	0.8061
0.0848	7.5732	1242	0.6577	0.6959	0.6577	0.8110
0.0848	7.5854	1244	0.6693	0.6959	0.6693	0.8181
0.0848	7.5976	1246	0.6721	0.6829	0.6721	0.8198
0.0848	7.6098	1248	0.6681	0.6829	0.6681	0.8173
0.0848	7.6220	1250	0.6636	0.6829	0.6636	0.8146
0.0848	7.6341	1252	0.6588	0.6884	0.6588	0.8117
0.0848	7.6463	1254	0.6258	0.7017	0.6258	0.7911
0.0848	7.6585	1256	0.6096	0.6840	0.6096	0.7808
0.0848	7.6707	1258	0.5921	0.6840	0.5921	0.7694
0.0848	7.6829	1260	0.5699	0.6840	0.5699	0.7549
0.0848	7.6951	1262	0.5624	0.6840	0.5624	0.7499
0.0848	7.7073	1264	0.5553	0.6840	0.5553	0.7452
0.0848	7.7195	1266	0.5396	0.6840	0.5396	0.7346
0.0848	7.7317	1268	0.5306	0.7109	0.5306	0.7284
0.0848	7.7439	1270	0.5247	0.7109	0.5247	0.7244
0.0848	7.7561	1272	0.5195	0.7109	0.5195	0.7208
0.0848	7.7683	1274	0.5307	0.6975	0.5307	0.7285
0.0848	7.7805	1276	0.5496	0.7218	0.5496	0.7414
0.0848	7.7927	1278	0.5572	0.7218	0.5572	0.7464
0.0848	7.8049	1280	0.5708	0.7218	0.5708	0.7555
0.0848	7.8171	1282	0.5848	0.7218	0.5848	0.7647
0.0848	7.8293	1284	0.6060	0.7143	0.6060	0.7785
0.0848	7.8415	1286	0.6296	0.7143	0.6296	0.7935
0.0848	7.8537	1288	0.6398	0.7143	0.6398	0.7999
0.0848	7.8659	1290	0.6317	0.7143	0.6317	0.7948
0.0848	7.8780	1292	0.6139	0.7203	0.6139	0.7835
0.0848	7.8902	1294	0.5954	0.6822	0.5954	0.7716
0.0848	7.9024	1296	0.5916	0.6822	0.5916	0.7691
0.0848	7.9146	1298	0.6006	0.6822	0.6006	0.7750
0.0848	7.9268	1300	0.6056	0.6822	0.6056	0.7782
0.0848	7.9390	1302	0.6066	0.6822	0.6066	0.7788
0.0848	7.9512	1304	0.5988	0.6822	0.5988	0.7738
0.0848	7.9634	1306	0.5978	0.6901	0.5978	0.7732
0.0848	7.9756	1308	0.6025	0.7017	0.6025	0.7762
0.0848	7.9878	1310	0.5991	0.6846	0.5991	0.7740
0.0848	8.0	1312	0.6079	0.6959	0.6079	0.7797
0.0848	8.0122	1314	0.6178	0.7143	0.6178	0.7860
0.0848	8.0244	1316	0.6245	0.7143	0.6245	0.7903
0.0848	8.0366	1318	0.6233	0.7143	0.6233	0.7895
0.0848	8.0488	1320	0.6085	0.7032	0.6085	0.7801
0.0848	8.0610	1322	0.6033	0.7032	0.6033	0.7767
0.0848	8.0732	1324	0.5870	0.7032	0.5870	0.7661
0.0848	8.0854	1326	0.5692	0.7032	0.5692	0.7545
0.0848	8.0976	1328	0.5469	0.7158	0.5469	0.7396
0.0848	8.1098	1330	0.5369	0.7346	0.5369	0.7327
0.0848	8.1220	1332	0.5353	0.7164	0.5353	0.7316
0.0848	8.1341	1334	0.5370	0.7164	0.5370	0.7328
0.0848	8.1463	1336	0.5383	0.7164	0.5383	0.7337
0.0848	8.1585	1338	0.5413	0.7346	0.5413	0.7357
0.0848	8.1707	1340	0.5460	0.7346	0.5460	0.7389
0.0848	8.1829	1342	0.5599	0.7158	0.5599	0.7482
0.0848	8.1951	1344	0.5737	0.7032	0.5737	0.7574
0.0848	8.2073	1346	0.5913	0.7032	0.5913	0.7689
0.0848	8.2195	1348	0.6016	0.7032	0.6016	0.7757
0.0848	8.2317	1350	0.5990	0.7032	0.5990	0.7740
0.0848	8.2439	1352	0.6027	0.7032	0.6027	0.7763
0.0848	8.2561	1354	0.6012	0.7032	0.6012	0.7754
0.0848	8.2683	1356	0.5933	0.7032	0.5933	0.7702
0.0848	8.2805	1358	0.5852	0.6846	0.5852	0.7650
0.0848	8.2927	1360	0.5890	0.6846	0.5890	0.7675
0.0848	8.3049	1362	0.6070	0.7032	0.6070	0.7791
0.0848	8.3171	1364	0.6316	0.7143	0.6316	0.7947
0.0848	8.3293	1366	0.6555	0.7143	0.6555	0.8096
0.0848	8.3415	1368	0.6718	0.7143	0.6718	0.8196
0.0848	8.3537	1370	0.6711	0.7143	0.6711	0.8192
0.0848	8.3659	1372	0.6546	0.7143	0.6546	0.8091
0.0848	8.3780	1374	0.6415	0.7143	0.6415	0.8009
0.0848	8.3902	1376	0.6261	0.7143	0.6261	0.7913
0.0848	8.4024	1378	0.6259	0.7032	0.6259	0.7912
0.0848	8.4146	1380	0.6238	0.7032	0.6238	0.7898
0.0848	8.4268	1382	0.6238	0.7032	0.6238	0.7898
0.0848	8.4390	1384	0.6238	0.7032	0.6238	0.7898
0.0848	8.4512	1386	0.6219	0.7032	0.6219	0.7886
0.0848	8.4634	1388	0.6176	0.7032	0.6176	0.7859
0.0848	8.4756	1390	0.6206	0.7032	0.6206	0.7878
0.0848	8.4878	1392	0.6245	0.7032	0.6245	0.7903
0.0848	8.5	1394	0.6361	0.7032	0.6361	0.7976
0.0848	8.5122	1396	0.6552	0.7143	0.6552	0.8095
0.0848	8.5244	1398	0.6627	0.7143	0.6627	0.8140
0.0848	8.5366	1400	0.6609	0.7143	0.6609	0.8129
0.0848	8.5488	1402	0.6572	0.7143	0.6572	0.8107
0.0848	8.5610	1404	0.6534	0.7032	0.6534	0.8083
0.0848	8.5732	1406	0.6394	0.7032	0.6394	0.7996
0.0848	8.5854	1408	0.6255	0.6846	0.6255	0.7909
0.0848	8.5976	1410	0.6240	0.6846	0.6240	0.7899
0.0848	8.6098	1412	0.6147	0.6846	0.6147	0.7840
0.0848	8.6220	1414	0.6059	0.6846	0.6059	0.7784
0.0848	8.6341	1416	0.5990	0.6846	0.5990	0.7739
0.0848	8.6463	1418	0.5900	0.6846	0.5900	0.7681
0.0848	8.6585	1420	0.5836	0.6846	0.5836	0.7639
0.0848	8.6707	1422	0.5802	0.6846	0.5802	0.7617
0.0848	8.6829	1424	0.5785	0.6846	0.5785	0.7606
0.0848	8.6951	1426	0.5771	0.6846	0.5771	0.7597
0.0848	8.7073	1428	0.5732	0.6976	0.5732	0.7571
0.0848	8.7195	1430	0.5724	0.6976	0.5724	0.7566
0.0848	8.7317	1432	0.5771	0.6846	0.5771	0.7597
0.0848	8.7439	1434	0.5895	0.6846	0.5895	0.7678
0.0848	8.7561	1436	0.6027	0.6846	0.6027	0.7763
0.0848	8.7683	1438	0.6111	0.6846	0.6111	0.7817
0.0848	8.7805	1440	0.6151	0.6846	0.6151	0.7843
0.0848	8.7927	1442	0.6195	0.6846	0.6195	0.7871
0.0848	8.8049	1444	0.6136	0.6846	0.6136	0.7833
0.0848	8.8171	1446	0.6139	0.6846	0.6139	0.7835
0.0848	8.8293	1448	0.6201	0.6846	0.6201	0.7875
0.0848	8.8415	1450	0.6205	0.6846	0.6205	0.7877
0.0848	8.8537	1452	0.6153	0.6846	0.6153	0.7844
0.0848	8.8659	1454	0.6040	0.6846	0.6040	0.7771
0.0848	8.8780	1456	0.5988	0.6846	0.5988	0.7738
0.0848	8.8902	1458	0.6000	0.6846	0.6000	0.7746
0.0848	8.9024	1460	0.6013	0.6846	0.6013	0.7754
0.0848	8.9146	1462	0.6052	0.6846	0.6052	0.7779
0.0848	8.9268	1464	0.6043	0.6846	0.6043	0.7774
0.0848	8.9390	1466	0.6025	0.6846	0.6025	0.7762
0.0848	8.9512	1468	0.5995	0.6846	0.5995	0.7743
0.0848	8.9634	1470	0.6027	0.6846	0.6027	0.7763
0.0848	8.9756	1472	0.6056	0.6846	0.6056	0.7782
0.0848	8.9878	1474	0.6031	0.7032	0.6031	0.7766
0.0848	9.0	1476	0.5929	0.6846	0.5929	0.7700
0.0848	9.0122	1478	0.5855	0.6846	0.5855	0.7652
0.0848	9.0244	1480	0.5776	0.6846	0.5776	0.7600
0.0848	9.0366	1482	0.5679	0.7033	0.5679	0.7536
0.0848	9.0488	1484	0.5606	0.7033	0.5606	0.7487
0.0848	9.0610	1486	0.5568	0.6840	0.5568	0.7462
0.0848	9.0732	1488	0.5583	0.6840	0.5583	0.7472
0.0848	9.0854	1490	0.5601	0.6840	0.5601	0.7484
0.0848	9.0976	1492	0.5623	0.6840	0.5623	0.7499
0.0848	9.1098	1494	0.5672	0.7033	0.5672	0.7531
0.0848	9.1220	1496	0.5730	0.7033	0.5730	0.7570
0.0848	9.1341	1498	0.5750	0.6901	0.5750	0.7583
0.0509	9.1463	1500	0.5778	0.6901	0.5778	0.7601
0.0509	9.1585	1502	0.5842	0.6846	0.5842	0.7643
0.0509	9.1707	1504	0.5911	0.6846	0.5911	0.7688
0.0509	9.1829	1506	0.6011	0.6846	0.6011	0.7753
0.0509	9.1951	1508	0.6101	0.6846	0.6101	0.7811
0.0509	9.2073	1510	0.6173	0.6846	0.6173	0.7857
0.0509	9.2195	1512	0.6244	0.6846	0.6244	0.7902
0.0509	9.2317	1514	0.6268	0.6846	0.6268	0.7917
0.0509	9.2439	1516	0.6233	0.6846	0.6233	0.7895
0.0509	9.2561	1518	0.6215	0.6846	0.6215	0.7884
0.0509	9.2683	1520	0.6194	0.6846	0.6194	0.7870
0.0509	9.2805	1522	0.6152	0.6846	0.6152	0.7843
0.0509	9.2927	1524	0.6106	0.6846	0.6106	0.7814
0.0509	9.3049	1526	0.6068	0.6846	0.6068	0.7790
0.0509	9.3171	1528	0.6041	0.6846	0.6041	0.7772
0.0509	9.3293	1530	0.6053	0.6846	0.6053	0.7780
0.0509	9.3415	1532	0.6036	0.6846	0.6036	0.7769
0.0509	9.3537	1534	0.6043	0.6846	0.6043	0.7774
0.0509	9.3659	1536	0.6017	0.6846	0.6017	0.7757
0.0509	9.3780	1538	0.5965	0.6846	0.5965	0.7723
0.0509	9.3902	1540	0.5944	0.6846	0.5944	0.7710
0.0509	9.4024	1542	0.5904	0.6846	0.5904	0.7684
0.0509	9.4146	1544	0.5862	0.6846	0.5862	0.7656
0.0509	9.4268	1546	0.5849	0.6846	0.5849	0.7648
0.0509	9.4390	1548	0.5829	0.6846	0.5829	0.7635
0.0509	9.4512	1550	0.5820	0.6846	0.5820	0.7629
0.0509	9.4634	1552	0.5845	0.6846	0.5845	0.7645
0.0509	9.4756	1554	0.5837	0.6846	0.5837	0.7640
0.0509	9.4878	1556	0.5844	0.6846	0.5844	0.7645
0.0509	9.5	1558	0.5832	0.6846	0.5832	0.7636
0.0509	9.5122	1560	0.5813	0.6846	0.5813	0.7625
0.0509	9.5244	1562	0.5786	0.6846	0.5786	0.7606
0.0509	9.5366	1564	0.5748	0.6846	0.5748	0.7581
0.0509	9.5488	1566	0.5710	0.6846	0.5710	0.7556
0.0509	9.5610	1568	0.5681	0.6846	0.5681	0.7537
0.0509	9.5732	1570	0.5663	0.6846	0.5663	0.7525
0.0509	9.5854	1572	0.5646	0.6846	0.5646	0.7514
0.0509	9.5976	1574	0.5621	0.7033	0.5621	0.7497
0.0509	9.6098	1576	0.5624	0.6976	0.5624	0.7499
0.0509	9.6220	1578	0.5615	0.6976	0.5615	0.7493
0.0509	9.6341	1580	0.5602	0.6976	0.5602	0.7485
0.0509	9.6463	1582	0.5599	0.6976	0.5599	0.7482
0.0509	9.6585	1584	0.5600	0.6976	0.5600	0.7483
0.0509	9.6707	1586	0.5609	0.6976	0.5609	0.7489
0.0509	9.6829	1588	0.5618	0.6976	0.5618	0.7495
0.0509	9.6951	1590	0.5624	0.6976	0.5624	0.7500
0.0509	9.7073	1592	0.5622	0.6976	0.5622	0.7498
0.0509	9.7195	1594	0.5617	0.6976	0.5617	0.7495
0.0509	9.7317	1596	0.5609	0.6976	0.5609	0.7489
0.0509	9.7439	1598	0.5608	0.6976	0.5608	0.7488
0.0509	9.7561	1600	0.5606	0.6976	0.5606	0.7488
0.0509	9.7683	1602	0.5592	0.6976	0.5592	0.7478
0.0509	9.7805	1604	0.5572	0.7033	0.5572	0.7465
0.0509	9.7927	1606	0.5551	0.7033	0.5551	0.7450
0.0509	9.8049	1608	0.5534	0.7033	0.5534	0.7439
0.0509	9.8171	1610	0.5516	0.7164	0.5516	0.7427
0.0509	9.8293	1612	0.5510	0.7164	0.5510	0.7423
0.0509	9.8415	1614	0.5512	0.7164	0.5512	0.7424
0.0509	9.8537	1616	0.5515	0.7164	0.5515	0.7426
0.0509	9.8659	1618	0.5521	0.7033	0.5521	0.7430
0.0509	9.8780	1620	0.5520	0.7033	0.5520	0.7430
0.0509	9.8902	1622	0.5519	0.7033	0.5519	0.7429
0.0509	9.9024	1624	0.5515	0.7033	0.5515	0.7426
0.0509	9.9146	1626	0.5512	0.7164	0.5512	0.7424
0.0509	9.9268	1628	0.5510	0.7164	0.5510	0.7423
0.0509	9.9390	1630	0.5506	0.7164	0.5506	0.7420
0.0509	9.9512	1632	0.5503	0.7164	0.5503	0.7418
0.0509	9.9634	1634	0.5501	0.7164	0.5501	0.7417
0.0509	9.9756	1636	0.5500	0.7164	0.5500	0.7416
0.0509	9.9878	1638	0.5499	0.7164	0.5499	0.7415
0.0509	10.0	1640	0.5498	0.7164	0.5498	0.7415

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: Dec 2, 2024
Updated: Dec 2, 2024