Arabic_FineTuningAraBERT_AugV5_k30_task5_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k30_task5_organization_fold0

Arabic_FineTuningAraBERT_AugV5_k30_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: 1c71244e

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV5_k30_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: 0.5533
Qwk: 0.7351
Mse: 0.5533
Rmse: 0.7439

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	0.0157	2	2.0455	0.1294	2.0455	1.4302
No log	0.0315	4	1.3493	0.0698	1.3493	1.1616
No log	0.0472	6	1.3993	0.0146	1.3993	1.1829
No log	0.0630	8	1.3308	-0.0332	1.3308	1.1536
No log	0.0787	10	1.3191	-0.0332	1.3191	1.1485
No log	0.0945	12	1.1767	-0.0332	1.1767	1.0848
No log	0.1102	14	0.8775	0.3050	0.8775	0.9368
No log	0.1260	16	0.8389	0.1797	0.8389	0.9159
No log	0.1417	18	0.9471	0.1304	0.9471	0.9732
No log	0.1575	20	1.0940	0.2334	1.0940	1.0459
No log	0.1732	22	1.2220	0.3195	1.2220	1.1054
No log	0.1890	24	1.1402	0.3031	1.1402	1.0678
No log	0.2047	26	0.9296	0.2578	0.9296	0.9641
No log	0.2205	28	0.8621	0.2578	0.8621	0.9285
No log	0.2362	30	0.9061	0.2578	0.9061	0.9519
No log	0.2520	32	0.9392	0.2578	0.9392	0.9691
No log	0.2677	34	0.8987	0.2578	0.8987	0.9480
No log	0.2835	36	0.9219	0.4138	0.9219	0.9601
No log	0.2992	38	0.9176	0.4138	0.9176	0.9579
No log	0.3150	40	0.9296	0.3407	0.9296	0.9641
No log	0.3307	42	0.9256	0.3116	0.9256	0.9621
No log	0.3465	44	0.9533	0.3407	0.9533	0.9764
No log	0.3622	46	1.0956	0.4721	1.0956	1.0467
No log	0.3780	48	1.1731	0.5110	1.1731	1.0831
No log	0.3937	50	1.1137	0.5251	1.1137	1.0553
No log	0.4094	52	0.9924	0.4721	0.9924	0.9962
No log	0.4252	54	0.9131	0.2578	0.9131	0.9556
No log	0.4409	56	0.8328	0.2578	0.8328	0.9126
No log	0.4567	58	0.8148	0.3050	0.8148	0.9026
No log	0.4724	60	0.8312	0.3358	0.8312	0.9117
No log	0.4882	62	0.7920	0.2278	0.7920	0.8900
No log	0.5039	64	0.7566	0.2278	0.7566	0.8698
No log	0.5197	66	0.7758	0.2578	0.7758	0.8808
No log	0.5354	68	0.8164	0.2578	0.8164	0.9035
No log	0.5512	70	0.9388	0.4721	0.9388	0.9689
No log	0.5669	72	1.0756	0.5110	1.0756	1.0371
No log	0.5827	74	1.1197	0.5110	1.1197	1.0582
No log	0.5984	76	1.0512	0.6145	1.0512	1.0253
No log	0.6142	78	0.8613	0.4236	0.8613	0.9281
No log	0.6299	80	0.7440	0.3980	0.7440	0.8625
No log	0.6457	82	0.7163	0.3262	0.7163	0.8463
No log	0.6614	84	0.7024	0.4257	0.7024	0.8381
No log	0.6772	86	0.6495	0.4649	0.6495	0.8059
No log	0.6929	88	0.5975	0.5342	0.5975	0.7730
No log	0.7087	90	0.5931	0.5870	0.5931	0.7701
No log	0.7244	92	0.6235	0.5692	0.6235	0.7896
No log	0.7402	94	0.7421	0.5584	0.7421	0.8615
No log	0.7559	96	0.8507	0.5312	0.8507	0.9223
No log	0.7717	98	0.6135	0.4910	0.6135	0.7832
No log	0.7874	100	0.5090	0.6164	0.5090	0.7134
No log	0.8031	102	0.4893	0.6610	0.4893	0.6995
No log	0.8189	104	0.4743	0.7579	0.4743	0.6887
No log	0.8346	106	0.5076	0.7072	0.5076	0.7125
No log	0.8504	108	0.5324	0.7072	0.5324	0.7297
No log	0.8661	110	0.6879	0.7072	0.6879	0.8294
No log	0.8819	112	0.8574	0.6529	0.8574	0.9260
No log	0.8976	114	1.0674	0.4867	1.0674	1.0331
No log	0.9134	116	1.1696	0.4867	1.1696	1.0815
No log	0.9291	118	1.1554	0.4867	1.1554	1.0749
No log	0.9449	120	1.1128	0.4867	1.1128	1.0549
No log	0.9606	122	1.0633	0.4867	1.0633	1.0312
No log	0.9764	124	0.8897	0.7072	0.8897	0.9432
No log	0.9921	126	0.7921	0.7072	0.7921	0.8900
No log	1.0079	128	0.7466	0.6721	0.7466	0.8640
No log	1.0236	130	0.8756	0.6529	0.8756	0.9357
No log	1.0394	132	0.9854	0.5340	0.9854	0.9927
No log	1.0551	134	1.0455	0.5677	1.0455	1.0225
No log	1.0709	136	0.9760	0.5471	0.9760	0.9879
No log	1.0866	138	0.9810	0.4925	0.9810	0.9905
No log	1.1024	140	0.9139	0.5783	0.9139	0.9560
No log	1.1181	142	0.8710	0.5783	0.8710	0.9333
No log	1.1339	144	0.7762	0.7315	0.7762	0.8810
No log	1.1496	146	0.7364	0.7556	0.7364	0.8581
No log	1.1654	148	0.6951	0.7351	0.6951	0.8337
No log	1.1811	150	0.6929	0.7477	0.6929	0.8324
No log	1.1969	152	0.7176	0.7477	0.7176	0.8471
No log	1.2126	154	0.7472	0.7315	0.7472	0.8644
No log	1.2283	156	0.7527	0.7111	0.7527	0.8676
No log	1.2441	158	0.7713	0.7111	0.7713	0.8783
No log	1.2598	160	0.7860	0.6171	0.7860	0.8866
No log	1.2756	162	0.7861	0.6171	0.7861	0.8866
No log	1.2913	164	0.7852	0.5918	0.7852	0.8861
No log	1.3071	166	0.7952	0.5918	0.7952	0.8917
No log	1.3228	168	0.8025	0.6462	0.8025	0.8958
No log	1.3386	170	0.8693	0.5789	0.8693	0.9324
No log	1.3543	172	1.0881	0.5732	1.0881	1.0431
No log	1.3701	174	1.1579	0.5085	1.1579	1.0761
No log	1.3858	176	1.1247	0.5545	1.1247	1.0605
No log	1.4016	178	0.8970	0.6258	0.8970	0.9471
No log	1.4173	180	0.7078	0.7351	0.7078	0.8413
No log	1.4331	182	0.6771	0.7351	0.6771	0.8228
No log	1.4488	184	0.7629	0.7111	0.7629	0.8734
No log	1.4646	186	0.8524	0.6435	0.8524	0.9233
No log	1.4803	188	0.9262	0.6237	0.9262	0.9624
No log	1.4961	190	0.9616	0.5439	0.9616	0.9806
No log	1.5118	192	1.0760	0.5545	1.0760	1.0373
No log	1.5276	194	1.0780	0.5545	1.0780	1.0383
No log	1.5433	196	1.0616	0.5925	1.0616	1.0303
No log	1.5591	198	0.9497	0.5725	0.9497	0.9745
No log	1.5748	200	0.8674	0.6074	0.8674	0.9313
No log	1.5906	202	0.7340	0.6304	0.7340	0.8567
No log	1.6063	204	0.6518	0.7111	0.6518	0.8073
No log	1.6220	206	0.6205	0.7351	0.6205	0.7877
No log	1.6378	208	0.5744	0.7722	0.5744	0.7579
No log	1.6535	210	0.5686	0.7722	0.5686	0.7540
No log	1.6693	212	0.5711	0.7393	0.5711	0.7557
No log	1.6850	214	0.5424	0.7393	0.5424	0.7365
No log	1.7008	216	0.5741	0.7588	0.5741	0.7577
No log	1.7165	218	0.5901	0.7351	0.5901	0.7682
No log	1.7323	220	0.5865	0.7351	0.5865	0.7658
No log	1.7480	222	0.5979	0.7351	0.5979	0.7732
No log	1.7638	224	0.6285	0.7351	0.6285	0.7928
No log	1.7795	226	0.6964	0.6705	0.6964	0.8345
No log	1.7953	228	0.6657	0.6655	0.6657	0.8159
No log	1.8110	230	0.6535	0.6690	0.6535	0.8084
No log	1.8268	232	0.6287	0.7393	0.6287	0.7929
No log	1.8425	234	0.6122	0.7624	0.6122	0.7824
No log	1.8583	236	0.6903	0.7269	0.6903	0.8309
No log	1.8740	238	0.8464	0.7198	0.8464	0.9200
No log	1.8898	240	0.9196	0.7198	0.9196	0.9590
No log	1.9055	242	0.8138	0.7111	0.8138	0.9021
No log	1.9213	244	0.6778	0.7111	0.6778	0.8233
No log	1.9370	246	0.6037	0.6950	0.6037	0.7770
No log	1.9528	248	0.5430	0.7222	0.5430	0.7369
No log	1.9685	250	0.5201	0.7339	0.5201	0.7212
No log	1.9843	252	0.5210	0.7222	0.5210	0.7218
No log	2.0	254	0.5599	0.7113	0.5599	0.7483
No log	2.0157	256	0.5690	0.7495	0.5690	0.7543
No log	2.0315	258	0.5804	0.7351	0.5804	0.7618
No log	2.0472	260	0.6175	0.7351	0.6175	0.7858
No log	2.0630	262	0.7698	0.7111	0.7698	0.8774
No log	2.0787	264	1.0049	0.5629	1.0049	1.0024
No log	2.0945	266	1.1482	0.5431	1.1482	1.0715
No log	2.1102	268	1.1414	0.4843	1.1414	1.0684
No log	2.1260	270	1.0473	0.5301	1.0473	1.0234
No log	2.1417	272	0.9358	0.6372	0.9358	0.9674
No log	2.1575	274	0.7547	0.7111	0.7547	0.8687
No log	2.1732	276	0.6312	0.7111	0.6312	0.7945
No log	2.1890	278	0.6059	0.7351	0.6059	0.7784
No log	2.2047	280	0.6274	0.7351	0.6274	0.7921
No log	2.2205	282	0.7117	0.7351	0.7117	0.8436
No log	2.2362	284	0.7146	0.7351	0.7146	0.8454
No log	2.2520	286	0.6262	0.7351	0.6262	0.7913
No log	2.2677	288	0.5523	0.7624	0.5523	0.7432
No log	2.2835	290	0.5364	0.7624	0.5364	0.7324
No log	2.2992	292	0.5979	0.7194	0.5979	0.7733
No log	2.3150	294	0.7329	0.6715	0.7329	0.8561
No log	2.3307	296	0.8145	0.6901	0.8145	0.9025
No log	2.3465	298	0.8065	0.6901	0.8065	0.8980
No log	2.3622	300	0.6893	0.7002	0.6893	0.8302
No log	2.3780	302	0.5861	0.7351	0.5861	0.7655
No log	2.3937	304	0.5362	0.7588	0.5362	0.7322
No log	2.4094	306	0.5433	0.7495	0.5433	0.7371
No log	2.4252	308	0.5963	0.7194	0.5963	0.7722
No log	2.4409	310	0.6669	0.6917	0.6669	0.8166
No log	2.4567	312	0.7191	0.6223	0.7191	0.8480
No log	2.4724	314	0.7563	0.6223	0.7563	0.8696
No log	2.4882	316	0.7701	0.6223	0.7701	0.8775
No log	2.5039	318	0.7364	0.5882	0.7364	0.8581
No log	2.5197	320	0.6800	0.6617	0.6800	0.8246
No log	2.5354	322	0.6059	0.7149	0.6059	0.7784
No log	2.5512	324	0.5444	0.7257	0.5444	0.7378
No log	2.5669	326	0.5212	0.7257	0.5212	0.7219
No log	2.5827	328	0.5203	0.6937	0.5203	0.7213
No log	2.5984	330	0.5416	0.6591	0.5416	0.7359
No log	2.6142	332	0.5427	0.7257	0.5427	0.7366
No log	2.6299	334	0.5766	0.7339	0.5766	0.7593
No log	2.6457	336	0.6378	0.6429	0.6378	0.7986
No log	2.6614	338	0.6694	0.6318	0.6694	0.8182
No log	2.6772	340	0.6918	0.6318	0.6918	0.8317
No log	2.6929	342	0.6679	0.6614	0.6679	0.8172
No log	2.7087	344	0.6559	0.7336	0.6559	0.8099
No log	2.7244	346	0.6420	0.7336	0.6420	0.8013
No log	2.7402	348	0.6228	0.7419	0.6228	0.7892
No log	2.7559	350	0.6192	0.7149	0.6192	0.7869
No log	2.7717	352	0.6605	0.6977	0.6605	0.8127
No log	2.7874	354	0.6701	0.6977	0.6701	0.8186
No log	2.8031	356	0.6179	0.6977	0.6179	0.7860
No log	2.8189	358	0.5882	0.6977	0.5882	0.7670
No log	2.8346	360	0.5914	0.6977	0.5914	0.7690
No log	2.8504	362	0.6287	0.6977	0.6287	0.7929
No log	2.8661	364	0.6823	0.6977	0.6823	0.8260
No log	2.8819	366	0.7488	0.6721	0.7488	0.8653
No log	2.8976	368	0.8001	0.5905	0.8001	0.8945
No log	2.9134	370	0.7974	0.5905	0.7974	0.8930
No log	2.9291	372	0.7359	0.5905	0.7359	0.8579
No log	2.9449	374	0.6774	0.6721	0.6774	0.8230
No log	2.9606	376	0.6232	0.7094	0.6232	0.7894
No log	2.9764	378	0.5553	0.6992	0.5553	0.7452
No log	2.9921	380	0.5243	0.6495	0.5243	0.7241
No log	3.0079	382	0.5438	0.6963	0.5438	0.7374
No log	3.0236	384	0.6016	0.7386	0.6016	0.7756
No log	3.0394	386	0.6158	0.7386	0.6158	0.7847
No log	3.0551	388	0.5957	0.7386	0.5957	0.7718
No log	3.0709	390	0.5907	0.7386	0.5907	0.7686
No log	3.0866	392	0.5753	0.7386	0.5753	0.7585
No log	3.1024	394	0.5818	0.7136	0.5818	0.7627
No log	3.1181	396	0.5854	0.7136	0.5854	0.7651
No log	3.1339	398	0.5957	0.7136	0.5957	0.7718
No log	3.1496	400	0.5707	0.7136	0.5707	0.7555
No log	3.1654	402	0.5599	0.7136	0.5599	0.7482
No log	3.1811	404	0.5328	0.7136	0.5328	0.7300
No log	3.1969	406	0.5407	0.7477	0.5407	0.7353
No log	3.2126	408	0.5614	0.7351	0.5614	0.7493
No log	3.2283	410	0.5794	0.7351	0.5794	0.7612
No log	3.2441	412	0.6351	0.7351	0.6351	0.7969
No log	3.2598	414	0.7575	0.6304	0.7575	0.8703
No log	3.2756	416	0.8177	0.6304	0.8177	0.9043
No log	3.2913	418	0.7502	0.6304	0.7502	0.8661
No log	3.3071	420	0.6412	0.7351	0.6412	0.8008
No log	3.3228	422	0.5734	0.7588	0.5734	0.7572
No log	3.3386	424	0.5365	0.7722	0.5365	0.7324
No log	3.3543	426	0.5179	0.7722	0.5179	0.7197
No log	3.3701	428	0.5150	0.7722	0.5150	0.7176
No log	3.3858	430	0.5485	0.7588	0.5485	0.7406
No log	3.4016	432	0.5554	0.7588	0.5554	0.7453
No log	3.4173	434	0.5208	0.7964	0.5208	0.7217
No log	3.4331	436	0.5016	0.7964	0.5016	0.7082
No log	3.4488	438	0.5418	0.7588	0.5418	0.7361
No log	3.4646	440	0.5760	0.7111	0.5760	0.7590
No log	3.4803	442	0.5592	0.7111	0.5592	0.7478
No log	3.4961	444	0.5949	0.7111	0.5949	0.7713
No log	3.5118	446	0.6852	0.7111	0.6852	0.8277
No log	3.5276	448	0.6841	0.7111	0.6841	0.8271
No log	3.5433	450	0.6217	0.7111	0.6217	0.7885
No log	3.5591	452	0.5745	0.7351	0.5745	0.7580
No log	3.5748	454	0.5915	0.7351	0.5915	0.7691
No log	3.5906	456	0.6074	0.7351	0.6074	0.7794
No log	3.6063	458	0.6418	0.6421	0.6418	0.8011
No log	3.6220	460	0.6582	0.6809	0.6582	0.8113
No log	3.6378	462	0.6644	0.7111	0.6644	0.8151
No log	3.6535	464	0.6214	0.6909	0.6214	0.7883
No log	3.6693	466	0.6636	0.6809	0.6636	0.8146
No log	3.6850	468	0.6574	0.7111	0.6574	0.8108
No log	3.7008	470	0.6752	0.7111	0.6752	0.8217
No log	3.7165	472	0.7706	0.6574	0.7706	0.8779
No log	3.7323	474	0.9539	0.5946	0.9539	0.9767
No log	3.7480	476	0.9767	0.5946	0.9767	0.9883
No log	3.7638	478	0.8513	0.6531	0.8513	0.9227
No log	3.7795	480	0.7083	0.6531	0.7083	0.8416
No log	3.7953	482	0.5717	0.7588	0.5717	0.7561
No log	3.8110	484	0.5225	0.7588	0.5225	0.7229
No log	3.8268	486	0.5376	0.7588	0.5376	0.7332
No log	3.8425	488	0.6150	0.7588	0.6150	0.7842
No log	3.8583	490	0.8553	0.5426	0.8553	0.9248
No log	3.8740	492	0.9877	0.5382	0.9877	0.9938
No log	3.8898	494	1.0253	0.5514	1.0253	1.0126
No log	3.9055	496	0.9638	0.5560	0.9638	0.9817
No log	3.9213	498	0.9595	0.5783	0.9595	0.9795
0.3463	3.9370	500	0.8749	0.5662	0.8749	0.9353
0.3463	3.9528	502	0.8460	0.6721	0.8460	0.9198
0.3463	3.9685	504	0.8896	0.5905	0.8896	0.9432
0.3463	3.9843	506	0.9314	0.5777	0.9314	0.9651
0.3463	4.0	508	0.9182	0.5777	0.9182	0.9582
0.3463	4.0157	510	0.8973	0.5833	0.8973	0.9473
0.3463	4.0315	512	0.7699	0.6531	0.7699	0.8774
0.3463	4.0472	514	0.6359	0.7351	0.6359	0.7974
0.3463	4.0630	516	0.5299	0.7267	0.5299	0.7279
0.3463	4.0787	518	0.4941	0.7393	0.4941	0.7029
0.3463	4.0945	520	0.4899	0.7393	0.4899	0.7000
0.3463	4.1102	522	0.5042	0.7588	0.5042	0.7100
0.3463	4.1260	524	0.5183	0.7351	0.5183	0.7199
0.3463	4.1417	526	0.5306	0.7351	0.5306	0.7284
0.3463	4.1575	528	0.6046	0.7351	0.6046	0.7776
0.3463	4.1732	530	0.6708	0.7111	0.6708	0.8190
0.3463	4.1890	532	0.7399	0.7536	0.7399	0.8602
0.3463	4.2047	534	0.7699	0.7536	0.7699	0.8775
0.3463	4.2205	536	0.7806	0.6767	0.7806	0.8835
0.3463	4.2362	538	0.7848	0.6767	0.7848	0.8859
0.3463	4.2520	540	0.7433	0.6868	0.7433	0.8621
0.3463	4.2677	542	0.7630	0.6767	0.7630	0.8735
0.3463	4.2835	544	0.7962	0.6444	0.7962	0.8923
0.3463	4.2992	546	0.7428	0.6444	0.7428	0.8619
0.3463	4.3150	548	0.6966	0.6529	0.6966	0.8346
0.3463	4.3307	550	0.6664	0.6868	0.6664	0.8163
0.3463	4.3465	552	0.6633	0.7111	0.6633	0.8144
0.3463	4.3622	554	0.6814	0.7111	0.6814	0.8255
0.3463	4.3780	556	0.6368	0.7111	0.6368	0.7980
0.3463	4.3937	558	0.5644	0.7588	0.5644	0.7513
0.3463	4.4094	560	0.5395	0.7588	0.5395	0.7345
0.3463	4.4252	562	0.5295	0.7588	0.5295	0.7277
0.3463	4.4409	564	0.5928	0.7588	0.5928	0.7699
0.3463	4.4567	566	0.6596	0.7351	0.6596	0.8121
0.3463	4.4724	568	0.7054	0.7351	0.7054	0.8399
0.3463	4.4882	570	0.6625	0.7351	0.6625	0.8140
0.3463	4.5039	572	0.5878	0.7351	0.5878	0.7667
0.3463	4.5197	574	0.5349	0.7351	0.5349	0.7314
0.3463	4.5354	576	0.5132	0.7351	0.5132	0.7164
0.3463	4.5512	578	0.5419	0.7351	0.5419	0.7361
0.3463	4.5669	580	0.5745	0.7351	0.5745	0.7580
0.3463	4.5827	582	0.5947	0.7351	0.5947	0.7712
0.3463	4.5984	584	0.6429	0.7351	0.6429	0.8018
0.3463	4.6142	586	0.7029	0.7111	0.7029	0.8384
0.3463	4.6299	588	0.6444	0.7351	0.6444	0.8027
0.3463	4.6457	590	0.5938	0.7351	0.5938	0.7706
0.3463	4.6614	592	0.5578	0.7351	0.5578	0.7469
0.3463	4.6772	594	0.5117	0.7351	0.5117	0.7153
0.3463	4.6929	596	0.4878	0.7136	0.4878	0.6984
0.3463	4.7087	598	0.4914	0.7136	0.4914	0.7010
0.3463	4.7244	600	0.4975	0.6766	0.4975	0.7053
0.3463	4.7402	602	0.5377	0.7018	0.5377	0.7333
0.3463	4.7559	604	0.6640	0.7111	0.6640	0.8149
0.3463	4.7717	606	0.7630	0.7024	0.7630	0.8735
0.3463	4.7874	608	0.7838	0.7536	0.7838	0.8853
0.3463	4.8031	610	0.7517	0.7536	0.7517	0.8670
0.3463	4.8189	612	0.6803	0.7111	0.6803	0.8248
0.3463	4.8346	614	0.6226	0.7111	0.6226	0.7891
0.3463	4.8504	616	0.6153	0.7111	0.6153	0.7844
0.3463	4.8661	618	0.6535	0.7111	0.6535	0.8084
0.3463	4.8819	620	0.7128	0.7111	0.7128	0.8443
0.3463	4.8976	622	0.7954	0.7536	0.7954	0.8918
0.3463	4.9134	624	0.8014	0.7536	0.8014	0.8952
0.3463	4.9291	626	0.7314	0.7536	0.7314	0.8552
0.3463	4.9449	628	0.6581	0.7351	0.6581	0.8113
0.3463	4.9606	630	0.5799	0.7351	0.5799	0.7615
0.3463	4.9764	632	0.5437	0.7351	0.5437	0.7374
0.3463	4.9921	634	0.5114	0.7351	0.5114	0.7151
0.3463	5.0079	636	0.4881	0.7722	0.4881	0.6986
0.3463	5.0236	638	0.4797	0.6963	0.4797	0.6926
0.3463	5.0394	640	0.4816	0.7465	0.4816	0.6940
0.3463	5.0551	642	0.5086	0.7545	0.5086	0.7131
0.3463	5.0709	644	0.5912	0.7269	0.5912	0.7689
0.3463	5.0866	646	0.6861	0.7269	0.6861	0.8283
0.3463	5.1024	648	0.7169	0.6755	0.7169	0.8467
0.3463	5.1181	650	0.7425	0.7351	0.7425	0.8617
0.3463	5.1339	652	0.7069	0.7351	0.7069	0.8408
0.3463	5.1496	654	0.6524	0.7351	0.6524	0.8077
0.3463	5.1654	656	0.6234	0.7588	0.6234	0.7895
0.3463	5.1811	658	0.6437	0.7588	0.6437	0.8023
0.3463	5.1969	660	0.6842	0.7234	0.6842	0.8271
0.3463	5.2126	662	0.6849	0.6488	0.6849	0.8276
0.3463	5.2283	664	0.6566	0.7234	0.6566	0.8103
0.3463	5.2441	666	0.6048	0.7588	0.6048	0.7777
0.3463	5.2598	668	0.5140	0.7588	0.5140	0.7170
0.3463	5.2756	670	0.4641	0.7393	0.4641	0.6812
0.3463	5.2913	672	0.4635	0.7393	0.4635	0.6808
0.3463	5.3071	674	0.4766	0.7588	0.4766	0.6904
0.3463	5.3228	676	0.4938	0.7588	0.4938	0.7027
0.3463	5.3386	678	0.4819	0.7267	0.4819	0.6942
0.3463	5.3543	680	0.4566	0.7393	0.4566	0.6757
0.3463	5.3701	682	0.4437	0.7393	0.4437	0.6661
0.3463	5.3858	684	0.4680	0.7821	0.4680	0.6841
0.3463	5.4016	686	0.5020	0.7689	0.5020	0.7085
0.3463	5.4173	688	0.4986	0.7689	0.4986	0.7061
0.3463	5.4331	690	0.4876	0.7821	0.4876	0.6983
0.3463	5.4488	692	0.4515	0.8052	0.4515	0.6720
0.3463	5.4646	694	0.4154	0.7753	0.4154	0.6445
0.3463	5.4803	696	0.3929	0.7753	0.3929	0.6268
0.3463	5.4961	698	0.3839	0.6931	0.3839	0.6196
0.3463	5.5118	700	0.3843	0.7208	0.3843	0.6199
0.3463	5.5276	702	0.3899	0.6931	0.3899	0.6244
0.3463	5.5433	704	0.4122	0.7647	0.4122	0.6420
0.3463	5.5591	706	0.4475	0.7136	0.4475	0.6690
0.3463	5.5748	708	0.4958	0.7351	0.4958	0.7041
0.3463	5.5906	710	0.5598	0.7351	0.5598	0.7482
0.3463	5.6063	712	0.5943	0.7351	0.5943	0.7709
0.3463	5.6220	714	0.6064	0.7351	0.6064	0.7787
0.3463	5.6378	716	0.5809	0.7351	0.5809	0.7622
0.3463	5.6535	718	0.5796	0.7351	0.5796	0.7613
0.3463	5.6693	720	0.5991	0.7351	0.5991	0.7740
0.3463	5.6850	722	0.6031	0.7351	0.6031	0.7766
0.3463	5.7008	724	0.5669	0.7351	0.5669	0.7529
0.3463	5.7165	726	0.5670	0.7351	0.5670	0.7530
0.3463	5.7323	728	0.5728	0.7351	0.5728	0.7568
0.3463	5.7480	730	0.6094	0.7111	0.6094	0.7807
0.3463	5.7638	732	0.6327	0.7111	0.6327	0.7954
0.3463	5.7795	734	0.6561	0.7111	0.6561	0.8100
0.3463	5.7953	736	0.6893	0.7111	0.6893	0.8302
0.3463	5.8110	738	0.7393	0.7111	0.7393	0.8598
0.3463	5.8268	740	0.7598	0.7125	0.7598	0.8716
0.3463	5.8425	742	0.7327	0.7125	0.7327	0.8560
0.3463	5.8583	744	0.7240	0.7125	0.7240	0.8509
0.3463	5.8740	746	0.7245	0.7125	0.7245	0.8512
0.3463	5.8898	748	0.7209	0.7125	0.7209	0.8490
0.3463	5.9055	750	0.7009	0.7125	0.7009	0.8372
0.3463	5.9213	752	0.7165	0.7125	0.7165	0.8464
0.3463	5.9370	754	0.7244	0.7125	0.7244	0.8511
0.3463	5.9528	756	0.7068	0.7111	0.7068	0.8407
0.3463	5.9685	758	0.6629	0.7111	0.6629	0.8142
0.3463	5.9843	760	0.6580	0.7111	0.6580	0.8112
0.3463	6.0	762	0.6572	0.7111	0.6572	0.8107
0.3463	6.0157	764	0.6389	0.7111	0.6389	0.7993
0.3463	6.0315	766	0.6534	0.7111	0.6534	0.8083
0.3463	6.0472	768	0.6666	0.7111	0.6666	0.8165
0.3463	6.0630	770	0.6371	0.7111	0.6371	0.7982
0.3463	6.0787	772	0.6218	0.7111	0.6218	0.7886
0.3463	6.0945	774	0.5948	0.7351	0.5948	0.7712
0.3463	6.1102	776	0.5900	0.7351	0.5900	0.7681
0.3463	6.1260	778	0.6043	0.7351	0.6043	0.7774
0.3463	6.1417	780	0.6030	0.7351	0.6030	0.7765
0.3463	6.1575	782	0.6330	0.7351	0.6330	0.7956
0.3463	6.1732	784	0.6797	0.7347	0.6797	0.8244
0.3463	6.1890	786	0.7225	0.7347	0.7225	0.8500
0.3463	6.2047	788	0.7236	0.7347	0.7236	0.8507
0.3463	6.2205	790	0.6857	0.7351	0.6857	0.8281
0.3463	6.2362	792	0.6420	0.7351	0.6420	0.8012
0.3463	6.2520	794	0.6021	0.7351	0.6021	0.7759
0.3463	6.2677	796	0.5689	0.7351	0.5689	0.7542
0.3463	6.2835	798	0.5638	0.7351	0.5638	0.7509
0.3463	6.2992	800	0.5709	0.7351	0.5709	0.7556
0.3463	6.3150	802	0.5824	0.7111	0.5824	0.7632
0.3463	6.3307	804	0.6073	0.7111	0.6073	0.7793
0.3463	6.3465	806	0.6587	0.7111	0.6587	0.8116
0.3463	6.3622	808	0.7337	0.7111	0.7337	0.8566
0.3463	6.3780	810	0.7854	0.7315	0.7854	0.8863
0.3463	6.3937	812	0.7821	0.7315	0.7821	0.8843
0.3463	6.4094	814	0.7392	0.7111	0.7392	0.8598
0.3463	6.4252	816	0.6868	0.7111	0.6868	0.8287
0.3463	6.4409	818	0.6452	0.6721	0.6452	0.8033
0.3463	6.4567	820	0.5975	0.6721	0.5975	0.7730
0.3463	6.4724	822	0.5658	0.6721	0.5658	0.7522
0.3463	6.4882	824	0.5743	0.6721	0.5743	0.7578
0.3463	6.5039	826	0.5943	0.6721	0.5943	0.7709
0.3463	6.5197	828	0.6157	0.6721	0.6157	0.7847
0.3463	6.5354	830	0.6182	0.6721	0.6182	0.7863
0.3463	6.5512	832	0.6187	0.6721	0.6187	0.7866
0.3463	6.5669	834	0.5849	0.7111	0.5849	0.7648
0.3463	6.5827	836	0.5737	0.7111	0.5737	0.7575
0.3463	6.5984	838	0.5689	0.7351	0.5689	0.7542
0.3463	6.6142	840	0.5467	0.7351	0.5467	0.7394
0.3463	6.6299	842	0.5004	0.7588	0.5004	0.7074
0.3463	6.6457	844	0.4765	0.7267	0.4765	0.6903
0.3463	6.6614	846	0.4706	0.7267	0.4706	0.6860
0.3463	6.6772	848	0.4785	0.7267	0.4785	0.6918
0.3463	6.6929	850	0.4852	0.7267	0.4852	0.6966
0.3463	6.7087	852	0.4817	0.7267	0.4817	0.6940
0.3463	6.7244	854	0.4694	0.6919	0.4694	0.6851
0.3463	6.7402	856	0.4608	0.7176	0.4608	0.6788
0.3463	6.7559	858	0.4560	0.7176	0.4560	0.6753
0.3463	6.7717	860	0.4546	0.7267	0.4546	0.6742
0.3463	6.7874	862	0.4769	0.7588	0.4769	0.6906
0.3463	6.8031	864	0.5281	0.7351	0.5281	0.7267
0.3463	6.8189	866	0.5818	0.7351	0.5818	0.7628
0.3463	6.8346	868	0.6396	0.7351	0.6396	0.7997
0.3463	6.8504	870	0.6776	0.7351	0.6776	0.8232
0.3463	6.8661	872	0.6603	0.7351	0.6603	0.8126
0.3463	6.8819	874	0.6170	0.7351	0.6170	0.7855
0.3463	6.8976	876	0.5797	0.7351	0.5797	0.7614
0.3463	6.9134	878	0.5777	0.7351	0.5777	0.7601
0.3463	6.9291	880	0.5838	0.7351	0.5838	0.7641
0.3463	6.9449	882	0.5933	0.7351	0.5933	0.7703
0.3463	6.9606	884	0.5851	0.7351	0.5851	0.7649
0.3463	6.9764	886	0.5573	0.7588	0.5573	0.7465
0.3463	6.9921	888	0.4998	0.7588	0.4998	0.7070
0.3463	7.0079	890	0.4616	0.7821	0.4616	0.6794
0.3463	7.0236	892	0.4619	0.7821	0.4619	0.6797
0.3463	7.0394	894	0.4809	0.7821	0.4809	0.6935
0.3463	7.0551	896	0.5129	0.7821	0.5129	0.7162
0.3463	7.0709	898	0.5673	0.7821	0.5673	0.7532
0.3463	7.0866	900	0.6096	0.7588	0.6096	0.7808
0.3463	7.1024	902	0.6456	0.7351	0.6456	0.8035
0.3463	7.1181	904	0.6836	0.7351	0.6836	0.8268
0.3463	7.1339	906	0.6913	0.7351	0.6913	0.8314
0.3463	7.1496	908	0.6803	0.7351	0.6803	0.8248
0.3463	7.1654	910	0.6557	0.7351	0.6557	0.8097
0.3463	7.1811	912	0.6428	0.7111	0.6428	0.8018
0.3463	7.1969	914	0.6362	0.7111	0.6362	0.7976
0.3463	7.2126	916	0.6258	0.7111	0.6258	0.7911
0.3463	7.2283	918	0.6357	0.7111	0.6357	0.7973
0.3463	7.2441	920	0.6553	0.7315	0.6553	0.8095
0.3463	7.2598	922	0.6359	0.7315	0.6359	0.7974
0.3463	7.2756	924	0.5952	0.7351	0.5952	0.7715
0.3463	7.2913	926	0.5578	0.7351	0.5578	0.7469
0.3463	7.3071	928	0.5332	0.7351	0.5332	0.7302
0.3463	7.3228	930	0.5051	0.7351	0.5051	0.7107
0.3463	7.3386	932	0.5112	0.7351	0.5112	0.7150
0.3463	7.3543	934	0.5381	0.7351	0.5381	0.7335
0.3463	7.3701	936	0.5766	0.7351	0.5766	0.7593
0.3463	7.3858	938	0.6139	0.7111	0.6139	0.7835
0.3463	7.4016	940	0.6458	0.7111	0.6458	0.8036
0.3463	7.4173	942	0.6736	0.7111	0.6736	0.8207
0.3463	7.4331	944	0.7005	0.7111	0.7005	0.8370
0.3463	7.4488	946	0.7270	0.7315	0.7270	0.8527
0.3463	7.4646	948	0.7463	0.7198	0.7463	0.8639
0.3463	7.4803	950	0.7387	0.7315	0.7387	0.8595
0.3463	7.4961	952	0.7251	0.7315	0.7251	0.8515
0.3463	7.5118	954	0.7109	0.7315	0.7109	0.8432
0.3463	7.5276	956	0.6938	0.7111	0.6938	0.8330
0.3463	7.5433	958	0.6734	0.7111	0.6734	0.8206
0.3463	7.5591	960	0.6472	0.7111	0.6472	0.8045
0.3463	7.5748	962	0.6225	0.7111	0.6225	0.7890
0.3463	7.5906	964	0.6262	0.7111	0.6262	0.7913
0.3463	7.6063	966	0.6272	0.7111	0.6272	0.7920
0.3463	7.6220	968	0.6188	0.7111	0.6188	0.7866
0.3463	7.6378	970	0.6114	0.7111	0.6114	0.7819
0.3463	7.6535	972	0.6189	0.7111	0.6189	0.7867
0.3463	7.6693	974	0.6321	0.7111	0.6321	0.7950
0.3463	7.6850	976	0.6531	0.7111	0.6531	0.8081
0.3463	7.7008	978	0.6702	0.7111	0.6702	0.8187
0.3463	7.7165	980	0.6918	0.7111	0.6918	0.8317
0.3463	7.7323	982	0.6960	0.7111	0.6960	0.8343
0.3463	7.7480	984	0.6835	0.7111	0.6835	0.8268
0.3463	7.7638	986	0.6683	0.7111	0.6683	0.8175
0.3463	7.7795	988	0.6428	0.7111	0.6428	0.8018
0.3463	7.7953	990	0.6275	0.7111	0.6275	0.7922
0.3463	7.8110	992	0.6178	0.7111	0.6178	0.7860
0.3463	7.8268	994	0.6131	0.7111	0.6131	0.7830
0.3463	7.8425	996	0.6081	0.7111	0.6081	0.7798
0.3463	7.8583	998	0.6081	0.7111	0.6081	0.7798
0.0665	7.8740	1000	0.6107	0.7111	0.6107	0.7815
0.0665	7.8898	1002	0.6269	0.7111	0.6269	0.7918
0.0665	7.9055	1004	0.6338	0.7111	0.6338	0.7961
0.0665	7.9213	1006	0.6383	0.7111	0.6383	0.7989
0.0665	7.9370	1008	0.6333	0.7111	0.6333	0.7958
0.0665	7.9528	1010	0.6020	0.7351	0.6020	0.7759
0.0665	7.9685	1012	0.5767	0.7351	0.5767	0.7594
0.0665	7.9843	1014	0.5733	0.7351	0.5733	0.7572
0.0665	8.0	1016	0.5820	0.7351	0.5820	0.7629
0.0665	8.0157	1018	0.5876	0.7111	0.5876	0.7666
0.0665	8.0315	1020	0.5940	0.7111	0.5940	0.7707
0.0665	8.0472	1022	0.6085	0.7111	0.6085	0.7801
0.0665	8.0630	1024	0.6164	0.7111	0.6164	0.7851
0.0665	8.0787	1026	0.6294	0.7111	0.6294	0.7934
0.0665	8.0945	1028	0.6446	0.7111	0.6446	0.8029
0.0665	8.1102	1030	0.6661	0.7111	0.6661	0.8161
0.0665	8.1260	1032	0.6901	0.7111	0.6901	0.8307
0.0665	8.1417	1034	0.7086	0.7111	0.7086	0.8418
0.0665	8.1575	1036	0.7144	0.7002	0.7144	0.8452
0.0665	8.1732	1038	0.7079	0.7111	0.7079	0.8414
0.0665	8.1890	1040	0.6734	0.7111	0.6734	0.8206
0.0665	8.2047	1042	0.6462	0.7111	0.6462	0.8039
0.0665	8.2205	1044	0.6191	0.7111	0.6191	0.7868
0.0665	8.2362	1046	0.5932	0.7111	0.5932	0.7702
0.0665	8.2520	1048	0.5636	0.7351	0.5636	0.7507
0.0665	8.2677	1050	0.5374	0.7351	0.5374	0.7331
0.0665	8.2835	1052	0.5130	0.7351	0.5130	0.7162
0.0665	8.2992	1054	0.5026	0.7351	0.5026	0.7090
0.0665	8.3150	1056	0.5071	0.7351	0.5071	0.7121
0.0665	8.3307	1058	0.5266	0.7351	0.5266	0.7257
0.0665	8.3465	1060	0.5375	0.7351	0.5375	0.7331
0.0665	8.3622	1062	0.5500	0.7351	0.5500	0.7416
0.0665	8.3780	1064	0.5631	0.7351	0.5631	0.7504
0.0665	8.3937	1066	0.5711	0.7351	0.5711	0.7557
0.0665	8.4094	1068	0.5840	0.7351	0.5840	0.7642
0.0665	8.4252	1070	0.5854	0.7351	0.5854	0.7651
0.0665	8.4409	1072	0.5717	0.7351	0.5717	0.7561
0.0665	8.4567	1074	0.5486	0.7351	0.5486	0.7407
0.0665	8.4724	1076	0.5357	0.7588	0.5357	0.7319
0.0665	8.4882	1078	0.5313	0.7588	0.5313	0.7289
0.0665	8.5039	1080	0.5207	0.7588	0.5207	0.7216
0.0665	8.5197	1082	0.5060	0.7588	0.5060	0.7113
0.0665	8.5354	1084	0.4948	0.7588	0.4948	0.7034
0.0665	8.5512	1086	0.4780	0.7821	0.4780	0.6914
0.0665	8.5669	1088	0.4651	0.7821	0.4651	0.6820
0.0665	8.5827	1090	0.4535	0.7511	0.4535	0.6734
0.0665	8.5984	1092	0.4403	0.7511	0.4403	0.6635
0.0665	8.6142	1094	0.4328	0.7511	0.4328	0.6579
0.0665	8.6299	1096	0.4292	0.7647	0.4292	0.6551
0.0665	8.6457	1098	0.4311	0.7647	0.4311	0.6566
0.0665	8.6614	1100	0.4370	0.7511	0.4370	0.6611
0.0665	8.6772	1102	0.4418	0.7511	0.4418	0.6647
0.0665	8.6929	1104	0.4481	0.7511	0.4481	0.6694
0.0665	8.7087	1106	0.4601	0.7821	0.4601	0.6783
0.0665	8.7244	1108	0.4738	0.7588	0.4738	0.6884
0.0665	8.7402	1110	0.4958	0.7351	0.4958	0.7041
0.0665	8.7559	1112	0.5141	0.7351	0.5141	0.7170
0.0665	8.7717	1114	0.5284	0.7351	0.5284	0.7269
0.0665	8.7874	1116	0.5388	0.7351	0.5388	0.7340
0.0665	8.8031	1118	0.5438	0.7351	0.5438	0.7374
0.0665	8.8189	1120	0.5455	0.7351	0.5455	0.7386
0.0665	8.8346	1122	0.5435	0.7351	0.5435	0.7372
0.0665	8.8504	1124	0.5447	0.7351	0.5447	0.7381
0.0665	8.8661	1126	0.5491	0.7351	0.5491	0.7410
0.0665	8.8819	1128	0.5538	0.7351	0.5538	0.7442
0.0665	8.8976	1130	0.5515	0.7351	0.5515	0.7426
0.0665	8.9134	1132	0.5546	0.7351	0.5546	0.7447
0.0665	8.9291	1134	0.5605	0.7351	0.5605	0.7486
0.0665	8.9449	1136	0.5627	0.7351	0.5627	0.7501
0.0665	8.9606	1138	0.5621	0.7351	0.5621	0.7498
0.0665	8.9764	1140	0.5643	0.7351	0.5643	0.7512
0.0665	8.9921	1142	0.5684	0.7351	0.5684	0.7539
0.0665	9.0079	1144	0.5781	0.7351	0.5781	0.7603
0.0665	9.0236	1146	0.5866	0.7351	0.5866	0.7659
0.0665	9.0394	1148	0.5906	0.7351	0.5906	0.7685
0.0665	9.0551	1150	0.5861	0.7351	0.5861	0.7655
0.0665	9.0709	1152	0.5851	0.7351	0.5851	0.7649
0.0665	9.0866	1154	0.5735	0.7351	0.5735	0.7573
0.0665	9.1024	1156	0.5603	0.7351	0.5603	0.7485
0.0665	9.1181	1158	0.5533	0.7351	0.5533	0.7439
0.0665	9.1339	1160	0.5436	0.7351	0.5436	0.7373
0.0665	9.1496	1162	0.5322	0.7351	0.5322	0.7295
0.0665	9.1654	1164	0.5261	0.7351	0.5261	0.7253
0.0665	9.1811	1166	0.5328	0.7351	0.5328	0.7299
0.0665	9.1969	1168	0.5369	0.7351	0.5369	0.7327
0.0665	9.2126	1170	0.5419	0.7351	0.5419	0.7361
0.0665	9.2283	1172	0.5462	0.7351	0.5462	0.7390
0.0665	9.2441	1174	0.5530	0.7351	0.5530	0.7436
0.0665	9.2598	1176	0.5617	0.7351	0.5617	0.7495
0.0665	9.2756	1178	0.5695	0.7351	0.5695	0.7546
0.0665	9.2913	1180	0.5780	0.7351	0.5780	0.7603
0.0665	9.3071	1182	0.5850	0.7351	0.5850	0.7648
0.0665	9.3228	1184	0.5873	0.7351	0.5873	0.7663
0.0665	9.3386	1186	0.5907	0.7351	0.5907	0.7686
0.0665	9.3543	1188	0.5988	0.7111	0.5988	0.7738
0.0665	9.3701	1190	0.6007	0.7111	0.6007	0.7750
0.0665	9.3858	1192	0.6017	0.7111	0.6017	0.7757
0.0665	9.4016	1194	0.6028	0.7111	0.6028	0.7764
0.0665	9.4173	1196	0.5970	0.7111	0.5970	0.7727
0.0665	9.4331	1198	0.5906	0.7111	0.5906	0.7685
0.0665	9.4488	1200	0.5822	0.7111	0.5822	0.7631
0.0665	9.4646	1202	0.5726	0.7111	0.5726	0.7567
0.0665	9.4803	1204	0.5647	0.7351	0.5647	0.7515
0.0665	9.4961	1206	0.5596	0.7351	0.5596	0.7481
0.0665	9.5118	1208	0.5592	0.7351	0.5592	0.7478
0.0665	9.5276	1210	0.5595	0.7351	0.5595	0.7480
0.0665	9.5433	1212	0.5603	0.7351	0.5603	0.7485
0.0665	9.5591	1214	0.5615	0.7351	0.5615	0.7493
0.0665	9.5748	1216	0.5586	0.7351	0.5586	0.7474
0.0665	9.5906	1218	0.5569	0.7351	0.5569	0.7462
0.0665	9.6063	1220	0.5588	0.7351	0.5588	0.7475
0.0665	9.6220	1222	0.5604	0.7351	0.5604	0.7486
0.0665	9.6378	1224	0.5628	0.7351	0.5628	0.7502
0.0665	9.6535	1226	0.5650	0.7351	0.5650	0.7517
0.0665	9.6693	1228	0.5676	0.7351	0.5676	0.7534
0.0665	9.6850	1230	0.5671	0.7351	0.5671	0.7530
0.0665	9.7008	1232	0.5648	0.7351	0.5648	0.7515
0.0665	9.7165	1234	0.5617	0.7351	0.5617	0.7495
0.0665	9.7323	1236	0.5593	0.7351	0.5593	0.7479
0.0665	9.7480	1238	0.5562	0.7351	0.5562	0.7458
0.0665	9.7638	1240	0.5533	0.7351	0.5533	0.7438
0.0665	9.7795	1242	0.5524	0.7351	0.5524	0.7432
0.0665	9.7953	1244	0.5523	0.7351	0.5523	0.7432
0.0665	9.8110	1246	0.5528	0.7351	0.5528	0.7435
0.0665	9.8268	1248	0.5534	0.7351	0.5534	0.7439
0.0665	9.8425	1250	0.5538	0.7351	0.5538	0.7442
0.0665	9.8583	1252	0.5545	0.7351	0.5545	0.7447
0.0665	9.8740	1254	0.5548	0.7351	0.5548	0.7449
0.0665	9.8898	1256	0.5551	0.7351	0.5551	0.7450
0.0665	9.9055	1258	0.5544	0.7351	0.5544	0.7446
0.0665	9.9213	1260	0.5538	0.7351	0.5538	0.7442
0.0665	9.9370	1262	0.5536	0.7351	0.5536	0.7440
0.0665	9.9528	1264	0.5536	0.7351	0.5536	0.7440
0.0665	9.9685	1266	0.5535	0.7351	0.5535	0.7440
0.0665	9.9843	1268	0.5533	0.7351	0.5533	0.7439
0.0665	10.0	1270	0.5533	0.7351	0.5533	0.7439

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