ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_k30_task1_organization

MayBashendy/ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_k30_task1_organization

ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_k30_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 4, 2024
Updated: Dec 4, 2024
SHA: ab36baf2

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits3_FineTuningAraBERT_run2_AugV5_k30_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: 0.8203
Qwk: 0.6454
Mse: 0.8203
Rmse: 0.9057

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	0.0140	2	4.8284	-0.0722	4.8284	2.1974
No log	0.0280	4	2.8417	0.0315	2.8417	1.6857
No log	0.0420	6	1.8727	0.1254	1.8727	1.3685
No log	0.0559	8	1.5067	0.0872	1.5067	1.2275
No log	0.0699	10	1.3053	0.0830	1.3053	1.1425
No log	0.0839	12	1.2195	0.1170	1.2195	1.1043
No log	0.0979	14	1.2182	0.2726	1.2182	1.1037
No log	0.1119	16	1.3005	0.1099	1.3005	1.1404
No log	0.1259	18	1.2956	0.1034	1.2956	1.1382
No log	0.1399	20	1.1789	0.3745	1.1789	1.0858
No log	0.1538	22	1.1069	0.3145	1.1069	1.0521
No log	0.1678	24	1.0982	0.3145	1.0982	1.0480
No log	0.1818	26	1.1533	0.2355	1.1533	1.0739
No log	0.1958	28	1.3183	0.0966	1.3183	1.1482
No log	0.2098	30	1.3246	0.0481	1.3246	1.1509
No log	0.2238	32	1.2139	0.2470	1.2139	1.1018
No log	0.2378	34	1.0949	0.2260	1.0949	1.0464
No log	0.2517	36	1.1853	0.2129	1.1853	1.0887
No log	0.2657	38	1.3400	0.2040	1.3400	1.1576
No log	0.2797	40	1.1685	0.2129	1.1685	1.0810
No log	0.2937	42	1.1255	0.2793	1.1255	1.0609
No log	0.3077	44	1.1749	0.2470	1.1749	1.0839
No log	0.3217	46	1.2287	0.1176	1.2287	1.1085
No log	0.3357	48	1.2534	0.2260	1.2534	1.1196
No log	0.3497	50	1.3349	0.0667	1.3349	1.1554
No log	0.3636	52	1.3976	0.1862	1.3976	1.1822
No log	0.3776	54	1.3590	0.1285	1.3590	1.1658
No log	0.3916	56	1.4900	0.1212	1.4900	1.2206
No log	0.4056	58	1.8222	0.1109	1.8222	1.3499
No log	0.4196	60	1.8020	0.1504	1.8020	1.3424
No log	0.4336	62	1.3905	0.1393	1.3905	1.1792
No log	0.4476	64	1.0290	0.4314	1.0290	1.0144
No log	0.4615	66	0.9191	0.4138	0.9191	0.9587
No log	0.4755	68	0.8787	0.4396	0.8787	0.9374
No log	0.4895	70	0.9038	0.3473	0.9038	0.9507
No log	0.5035	72	0.8806	0.3473	0.8806	0.9384
No log	0.5175	74	0.8540	0.4736	0.8540	0.9241
No log	0.5315	76	0.8411	0.4909	0.8411	0.9171
No log	0.5455	78	0.8516	0.4214	0.8516	0.9228
No log	0.5594	80	0.9075	0.4531	0.9075	0.9526
No log	0.5734	82	0.9250	0.4523	0.9250	0.9618
No log	0.5874	84	0.9165	0.55	0.9165	0.9574
No log	0.6014	86	0.9589	0.4559	0.9589	0.9792
No log	0.6154	88	1.0420	0.4357	1.0420	1.0208
No log	0.6294	90	1.2726	0.4538	1.2726	1.1281
No log	0.6434	92	1.4064	0.3571	1.4064	1.1859
No log	0.6573	94	1.2185	0.4813	1.2185	1.1039
No log	0.6713	96	1.0503	0.2643	1.0503	1.0248
No log	0.6853	98	1.0288	0.2698	1.0288	1.0143
No log	0.6993	100	1.0865	0.3660	1.0865	1.0423
No log	0.7133	102	1.2173	0.4405	1.2173	1.1033
No log	0.7273	104	1.2384	0.4538	1.2384	1.1128
No log	0.7413	106	1.4270	0.3817	1.4270	1.1946
No log	0.7552	108	1.6162	0.3417	1.6162	1.2713
No log	0.7692	110	1.6045	0.3245	1.6045	1.2667
No log	0.7832	112	1.7210	0.2889	1.7210	1.3119
No log	0.7972	114	1.5678	0.3178	1.5678	1.2521
No log	0.8112	116	1.3303	0.4299	1.3303	1.1534
No log	0.8252	118	1.3275	0.3864	1.3275	1.1522
No log	0.8392	120	1.4088	0.2864	1.4088	1.1869
No log	0.8531	122	1.4813	0.3043	1.4813	1.2171
No log	0.8671	124	1.2743	0.3965	1.2743	1.1289
No log	0.8811	126	1.1181	0.3945	1.1181	1.0574
No log	0.8951	128	1.0513	0.3958	1.0513	1.0254
No log	0.9091	130	0.9562	0.4618	0.9562	0.9778
No log	0.9231	132	1.0365	0.4714	1.0365	1.0181
No log	0.9371	134	1.1456	0.4784	1.1456	1.0703
No log	0.9510	136	1.3918	0.3417	1.3918	1.1798
No log	0.9650	138	1.2213	0.4643	1.2213	1.1051
No log	0.9790	140	0.9089	0.5485	0.9089	0.9534
No log	0.9930	142	0.8576	0.5296	0.8576	0.9261
No log	1.0070	144	0.8548	0.3669	0.8548	0.9246
No log	1.0210	146	0.8600	0.2753	0.8600	0.9274
No log	1.0350	148	0.8429	0.4820	0.8429	0.9181
No log	1.0490	150	0.9205	0.5216	0.9205	0.9594
No log	1.0629	152	0.9686	0.4890	0.9686	0.9842
No log	1.0769	154	0.9968	0.5362	0.9968	0.9984
No log	1.0909	156	1.0909	0.5170	1.0909	1.0445
No log	1.1049	158	1.0479	0.4947	1.0479	1.0237
No log	1.1189	160	1.0911	0.4793	1.0911	1.0446
No log	1.1329	162	1.0690	0.4915	1.0690	1.0339
No log	1.1469	164	0.9281	0.4947	0.9281	0.9634
No log	1.1608	166	0.8001	0.5213	0.8001	0.8945
No log	1.1748	168	0.7748	0.4101	0.7748	0.8802
No log	1.1888	170	0.8873	0.4932	0.8873	0.9420
No log	1.2028	172	0.9487	0.5542	0.9487	0.9740
No log	1.2168	174	0.8219	0.4688	0.8219	0.9066
No log	1.2308	176	0.7834	0.5329	0.7834	0.8851
No log	1.2448	178	0.9231	0.5641	0.9231	0.9608
No log	1.2587	180	1.0353	0.5777	1.0353	1.0175
No log	1.2727	182	1.0677	0.5512	1.0677	1.0333
No log	1.2867	184	0.9403	0.5757	0.9403	0.9697
No log	1.3007	186	0.9018	0.5408	0.9018	0.9496
No log	1.3147	188	0.9467	0.5757	0.9467	0.9730
No log	1.3287	190	0.8348	0.6050	0.8348	0.9137
No log	1.3427	192	0.7245	0.6081	0.7245	0.8512
No log	1.3566	194	0.7018	0.6062	0.7018	0.8378
No log	1.3706	196	0.6892	0.5936	0.6892	0.8302
No log	1.3846	198	0.7142	0.5743	0.7142	0.8451
No log	1.3986	200	0.7334	0.5743	0.7334	0.8564
No log	1.4126	202	0.6841	0.5640	0.6841	0.8271
No log	1.4266	204	0.6798	0.4930	0.6798	0.8245
No log	1.4406	206	0.6933	0.5701	0.6933	0.8326
No log	1.4545	208	0.6749	0.5789	0.6749	0.8215
No log	1.4685	210	0.6667	0.5772	0.6667	0.8165
No log	1.4825	212	0.6819	0.6029	0.6819	0.8258
No log	1.4965	214	0.6688	0.5772	0.6688	0.8178
No log	1.5105	216	0.6544	0.5772	0.6544	0.8089
No log	1.5245	218	0.6429	0.5990	0.6429	0.8018
No log	1.5385	220	0.6535	0.6362	0.6535	0.8084
No log	1.5524	222	0.6782	0.6804	0.6782	0.8235
No log	1.5664	224	0.7144	0.6367	0.7144	0.8452
No log	1.5804	226	0.7339	0.6992	0.7339	0.8567
No log	1.5944	228	0.7431	0.6381	0.7431	0.8620
No log	1.6084	230	0.7569	0.6511	0.7569	0.8700
No log	1.6224	232	0.7029	0.6279	0.7029	0.8384
No log	1.6364	234	0.6879	0.6675	0.6879	0.8294
No log	1.6503	236	0.6764	0.6218	0.6764	0.8224
No log	1.6643	238	0.6523	0.6366	0.6523	0.8077
No log	1.6783	240	0.6846	0.6033	0.6846	0.8274
No log	1.6923	242	0.6573	0.6458	0.6573	0.8108
No log	1.7063	244	0.7089	0.6143	0.7089	0.8420
No log	1.7203	246	0.7763	0.6026	0.7763	0.8811
No log	1.7343	248	0.8094	0.5613	0.8094	0.8997
No log	1.7483	250	0.7684	0.5671	0.7684	0.8766
No log	1.7622	252	0.7589	0.5734	0.7589	0.8712
No log	1.7762	254	0.7681	0.5486	0.7681	0.8764
No log	1.7902	256	0.8713	0.5405	0.8713	0.9334
No log	1.8042	258	0.8872	0.4985	0.8872	0.9419
No log	1.8182	260	0.8887	0.4985	0.8887	0.9427
No log	1.8322	262	0.8407	0.5032	0.8407	0.9169
No log	1.8462	264	0.7818	0.4964	0.7818	0.8842
No log	1.8601	266	0.7580	0.5381	0.7580	0.8706
No log	1.8741	268	0.8544	0.6029	0.8544	0.9244
No log	1.8881	270	1.1133	0.4987	1.1133	1.0551
No log	1.9021	272	1.3048	0.4345	1.3048	1.1423
No log	1.9161	274	1.3241	0.4345	1.3241	1.1507
No log	1.9301	276	1.1126	0.4987	1.1126	1.0548
No log	1.9441	278	0.9466	0.5885	0.9466	0.9729
No log	1.9580	280	0.8596	0.6029	0.8596	0.9272
No log	1.9720	282	0.8632	0.6648	0.8632	0.9291
No log	1.9860	284	0.8017	0.6648	0.8017	0.8954
No log	2.0	286	0.8667	0.5777	0.8667	0.9310
No log	2.0140	288	0.8925	0.5777	0.8925	0.9447
No log	2.0280	290	0.8320	0.6597	0.8320	0.9121
No log	2.0420	292	0.7682	0.6786	0.7682	0.8765
No log	2.0559	294	0.7064	0.6135	0.7064	0.8405
No log	2.0699	296	0.7155	0.5708	0.7155	0.8459
No log	2.0839	298	0.6864	0.6458	0.6864	0.8285
No log	2.0979	300	0.6976	0.6458	0.6976	0.8353
No log	2.1119	302	0.7130	0.6431	0.7130	0.8444
No log	2.1259	304	0.7111	0.6217	0.7111	0.8433
No log	2.1399	306	0.6877	0.6009	0.6877	0.8293
No log	2.1538	308	0.6944	0.5514	0.6944	0.8333
No log	2.1678	310	0.7468	0.6009	0.7468	0.8642
No log	2.1818	312	0.7778	0.5613	0.7778	0.8819
No log	2.1958	314	0.7495	0.5	0.7495	0.8657
No log	2.2098	316	0.7146	0.4574	0.7146	0.8453
No log	2.2238	318	0.7222	0.5119	0.7222	0.8498
No log	2.2378	320	0.7133	0.4914	0.7133	0.8446
No log	2.2517	322	0.7129	0.4715	0.7129	0.8443
No log	2.2657	324	0.7487	0.4496	0.7487	0.8653
No log	2.2797	326	0.8544	0.5798	0.8544	0.9243
No log	2.2937	328	0.8805	0.5991	0.8805	0.9383
No log	2.3077	330	0.7985	0.5798	0.7985	0.8936
No log	2.3217	332	0.7109	0.5613	0.7109	0.8431
No log	2.3357	334	0.7110	0.5355	0.7110	0.8432
No log	2.3497	336	0.7516	0.5556	0.7516	0.8670
No log	2.3636	338	0.7850	0.5556	0.7850	0.8860
No log	2.3776	340	0.8526	0.6029	0.8526	0.9234
No log	2.3916	342	0.8900	0.6029	0.8900	0.9434
No log	2.4056	344	0.8462	0.6029	0.8462	0.9199
No log	2.4196	346	0.7546	0.6216	0.7546	0.8687
No log	2.4336	348	0.7190	0.6239	0.7190	0.8480
No log	2.4476	350	0.6696	0.6098	0.6696	0.8183
No log	2.4615	352	0.6742	0.6116	0.6742	0.8211
No log	2.4755	354	0.7591	0.6216	0.7591	0.8712
No log	2.4895	356	0.8006	0.6216	0.8006	0.8948
No log	2.5035	358	0.8220	0.6216	0.8220	0.9067
No log	2.5175	360	0.8432	0.6216	0.8432	0.9183
No log	2.5315	362	0.8125	0.5741	0.8125	0.9014
No log	2.5455	364	0.7671	0.5296	0.7671	0.8759
No log	2.5594	366	0.7320	0.5	0.7320	0.8556
No log	2.5734	368	0.7038	0.4857	0.7038	0.8389
No log	2.5874	370	0.6974	0.4857	0.6974	0.8351
No log	2.6014	372	0.7044	0.4686	0.7044	0.8393
No log	2.6154	374	0.6973	0.4686	0.6973	0.8350
No log	2.6294	376	0.6867	0.4669	0.6867	0.8287
No log	2.6434	378	0.7346	0.6135	0.7346	0.8571
No log	2.6573	380	0.7615	0.6437	0.7615	0.8726
No log	2.6713	382	0.7143	0.6009	0.7143	0.8451
No log	2.6853	384	0.6725	0.6050	0.6725	0.8201
No log	2.6993	386	0.6732	0.4355	0.6732	0.8205
No log	2.7133	388	0.6993	0.5804	0.6993	0.8362
No log	2.7273	390	0.8130	0.6029	0.8130	0.9017
No log	2.7413	392	0.9874	0.5403	0.9874	0.9937
No log	2.7552	394	1.1542	0.5341	1.1542	1.0743
No log	2.7692	396	1.1321	0.5341	1.1321	1.0640
No log	2.7832	398	0.9881	0.5777	0.9881	0.9940
No log	2.7972	400	0.9088	0.6280	0.9088	0.9533
No log	2.8112	402	0.8828	0.6280	0.8828	0.9396
No log	2.8252	404	0.9523	0.6301	0.9523	0.9759
No log	2.8392	406	1.1405	0.5341	1.1405	1.0680
No log	2.8531	408	1.2827	0.4876	1.2827	1.1325
No log	2.8671	410	1.2447	0.5341	1.2447	1.1156
No log	2.8811	412	1.1811	0.5693	1.1811	1.0868
No log	2.8951	414	1.0308	0.5714	1.0308	1.0153
No log	2.9091	416	0.9396	0.5770	0.9396	0.9693
No log	2.9231	418	0.9457	0.5808	0.9457	0.9725
No log	2.9371	420	1.0044	0.5426	1.0044	1.0022
No log	2.9510	422	0.9933	0.5955	0.9933	0.9966
No log	2.9650	424	0.9057	0.5798	0.9057	0.9517
No log	2.9790	426	0.8595	0.5556	0.8595	0.9271
No log	2.9930	428	0.8061	0.5032	0.8061	0.8978
No log	3.0070	430	0.7893	0.5485	0.7893	0.8884
No log	3.0210	432	0.7703	0.5741	0.7703	0.8776
No log	3.0350	434	0.7818	0.6195	0.7818	0.8842
No log	3.0490	436	0.8743	0.6322	0.8743	0.9350
No log	3.0629	438	0.8579	0.6322	0.8579	0.9262
No log	3.0769	440	0.8220	0.6322	0.8220	0.9066
No log	3.0909	442	0.8048	0.6322	0.8048	0.8971
No log	3.1049	444	0.8056	0.6616	0.8056	0.8976
No log	3.1189	446	0.7734	0.6410	0.7734	0.8794
No log	3.1329	448	0.7462	0.6195	0.7462	0.8638
No log	3.1469	450	0.7463	0.65	0.7463	0.8639
No log	3.1608	452	0.7770	0.65	0.7770	0.8815
No log	3.1748	454	0.8309	0.5691	0.8309	0.9115
No log	3.1888	456	0.8916	0.5770	0.8916	0.9443
No log	3.2028	458	0.8671	0.5800	0.8671	0.9312
No log	3.2168	460	0.8356	0.5586	0.8356	0.9141
No log	3.2308	462	0.8088	0.6114	0.8088	0.8993
No log	3.2448	464	0.8255	0.6195	0.8255	0.9086
No log	3.2587	466	0.8608	0.6216	0.8608	0.9278
No log	3.2727	468	0.7975	0.6216	0.7975	0.8931
No log	3.2867	470	0.7457	0.5485	0.7457	0.8636
No log	3.3007	472	0.7366	0.5734	0.7366	0.8583
No log	3.3147	474	0.7756	0.5985	0.7756	0.8807
No log	3.3287	476	0.8202	0.6216	0.8202	0.9056
No log	3.3427	478	0.7676	0.5985	0.7676	0.8761
No log	3.3566	480	0.6862	0.5741	0.6862	0.8284
No log	3.3706	482	0.6476	0.5613	0.6476	0.8048
No log	3.3846	484	0.6271	0.5859	0.6271	0.7919
No log	3.3986	486	0.6818	0.6216	0.6818	0.8257
No log	3.4126	488	0.8307	0.6597	0.8307	0.9114
No log	3.4266	490	0.9234	0.6301	0.9234	0.9609
No log	3.4406	492	0.9060	0.6301	0.9060	0.9518
No log	3.4545	494	0.8312	0.6301	0.8312	0.9117
No log	3.4685	496	0.7437	0.6437	0.7437	0.8624
No log	3.4825	498	0.6822	0.6437	0.6822	0.8259
0.4568	3.4965	500	0.6776	0.6437	0.6776	0.8232
0.4568	3.5105	502	0.7363	0.6437	0.7363	0.8581
0.4568	3.5245	504	0.9074	0.6301	0.9074	0.9526
0.4568	3.5385	506	0.9963	0.6260	0.9963	0.9982
0.4568	3.5524	508	0.9374	0.6301	0.9374	0.9682
0.4568	3.5664	510	0.7843	0.6437	0.7843	0.8856
0.4568	3.5804	512	0.6928	0.6216	0.6928	0.8324
0.4568	3.5944	514	0.6864	0.6437	0.6864	0.8285
0.4568	3.6084	516	0.7378	0.6132	0.7378	0.8589
0.4568	3.6224	518	0.8394	0.6301	0.8394	0.9162
0.4568	3.6364	520	0.9793	0.5720	0.9793	0.9896
0.4568	3.6503	522	0.9687	0.5720	0.9687	0.9842
0.4568	3.6643	524	0.9534	0.5720	0.9534	0.9764
0.4568	3.6783	526	0.9619	0.5720	0.9619	0.9808
0.4568	3.6923	528	0.8972	0.5720	0.8972	0.9472
0.4568	3.7063	530	0.7957	0.6170	0.7957	0.8920
0.4568	3.7203	532	0.7236	0.6447	0.7236	0.8507
0.4568	3.7343	534	0.7033	0.6230	0.7033	0.8386
0.4568	3.7483	536	0.7087	0.6230	0.7087	0.8418
0.4568	3.7622	538	0.7358	0.6	0.7358	0.8578
0.4568	3.7762	540	0.6982	0.6132	0.6982	0.8356
0.4568	3.7902	542	0.6758	0.6437	0.6758	0.8221
0.4568	3.8042	544	0.7256	0.6132	0.7256	0.8518
0.4568	3.8182	546	0.8329	0.6260	0.8329	0.9127
0.4568	3.8322	548	0.8815	0.5748	0.8815	0.9389
0.4568	3.8462	550	0.8723	0.5748	0.8723	0.9340
0.4568	3.8601	552	0.8062	0.6260	0.8062	0.8979
0.4568	3.8741	554	0.7153	0.5965	0.7153	0.8458
0.4568	3.8881	556	0.6292	0.6912	0.6292	0.7932
0.4568	3.9021	558	0.6312	0.6977	0.6312	0.7945
0.4568	3.9161	560	0.6446	0.6492	0.6446	0.8029
0.4568	3.9301	562	0.6492	0.6794	0.6492	0.8057
0.4568	3.9441	564	0.6924	0.6314	0.6924	0.8321
0.4568	3.9580	566	0.8182	0.5638	0.8182	0.9045
0.4568	3.9720	568	0.9872	0.5720	0.9872	0.9936
0.4568	3.9860	570	1.0478	0.5720	1.0478	1.0236
0.4568	4.0	572	0.9690	0.5615	0.9690	0.9844
0.4568	4.0140	574	0.8213	0.5213	0.8213	0.9063
0.4568	4.0280	576	0.7100	0.5636	0.7100	0.8426
0.4568	4.0420	578	0.7095	0.6451	0.7095	0.8423
0.4568	4.0559	580	0.7502	0.5769	0.7502	0.8661
0.4568	4.0699	582	0.7450	0.6041	0.7450	0.8631
0.4568	4.0839	584	0.7164	0.6230	0.7164	0.8464
0.4568	4.0979	586	0.7395	0.5745	0.7395	0.8599
0.4568	4.1119	588	0.8725	0.5858	0.8725	0.9341
0.4568	4.1259	590	1.0961	0.5720	1.0961	1.0469
0.4568	4.1399	592	1.2276	0.5444	1.2276	1.1079
0.4568	4.1538	594	1.2135	0.5444	1.2135	1.1016
0.4568	4.1678	596	1.0871	0.5720	1.0871	1.0426
0.4568	4.1818	598	0.9350	0.6220	0.9350	0.9670
0.4568	4.1958	600	0.8222	0.6429	0.8222	0.9067
0.4568	4.2098	602	0.7815	0.6022	0.7815	0.8840
0.4568	4.2238	604	0.7993	0.5897	0.7993	0.8940
0.4568	4.2378	606	0.8674	0.6301	0.8674	0.9314
0.4568	4.2517	608	0.9938	0.6260	0.9938	0.9969
0.4568	4.2657	610	1.0895	0.5720	1.0895	1.0438
0.4568	4.2797	612	1.1047	0.5720	1.1047	1.0510
0.4568	4.2937	614	1.0753	0.5720	1.0753	1.0370
0.4568	4.3077	616	1.0009	0.5720	1.0009	1.0005
0.4568	4.3217	618	0.9112	0.6240	0.9112	0.9545
0.4568	4.3357	620	0.8376	0.6170	0.8376	0.9152
0.4568	4.3497	622	0.7936	0.6429	0.7936	0.8908
0.4568	4.3636	624	0.7432	0.6314	0.7432	0.8621
0.4568	4.3776	626	0.7261	0.5848	0.7261	0.8521
0.4568	4.3916	628	0.7245	0.5848	0.7245	0.8512
0.4568	4.4056	630	0.7661	0.6093	0.7661	0.8752
0.4568	4.4196	632	0.8573	0.6301	0.8573	0.9259
0.4568	4.4336	634	0.9410	0.6260	0.9410	0.9700
0.4568	4.4476	636	0.9437	0.6260	0.9437	0.9714
0.4568	4.4615	638	0.8528	0.6150	0.8528	0.9235
0.4568	4.4755	640	0.7234	0.6454	0.7234	0.8506
0.4568	4.4895	642	0.6431	0.5980	0.6431	0.8019
0.4568	4.5035	644	0.6396	0.5862	0.6396	0.7998
0.4568	4.5175	646	0.6648	0.5980	0.6648	0.8154
0.4568	4.5315	648	0.7243	0.6076	0.7243	0.8511
0.4568	4.5455	650	0.8182	0.6345	0.8182	0.9046
0.4568	4.5594	652	0.8792	0.6260	0.8792	0.9377
0.4568	4.5734	654	0.9300	0.6260	0.9300	0.9644
0.4568	4.5874	656	0.9038	0.6260	0.9038	0.9507
0.4568	4.6014	658	0.8273	0.6345	0.8273	0.9096
0.4568	4.6154	660	0.7386	0.6093	0.7386	0.8594
0.4568	4.6294	662	0.6998	0.5848	0.6998	0.8365
0.4568	4.6434	664	0.6788	0.5873	0.6788	0.8239
0.4568	4.6573	666	0.6934	0.6519	0.6934	0.8327
0.4568	4.6713	668	0.7205	0.6529	0.7205	0.8488
0.4568	4.6853	670	0.7783	0.6189	0.7783	0.8822
0.4568	4.6993	672	0.8803	0.6260	0.8803	0.9382
0.4568	4.7133	674	0.9550	0.5887	0.9550	0.9772
0.4568	4.7273	676	0.9445	0.5920	0.9445	0.9718
0.4568	4.7413	678	0.8753	0.625	0.8753	0.9356
0.4568	4.7552	680	0.8054	0.5798	0.8054	0.8974
0.4568	4.7692	682	0.7791	0.6216	0.7791	0.8827
0.4568	4.7832	684	0.7901	0.6648	0.7901	0.8889
0.4568	4.7972	686	0.8108	0.6260	0.8108	0.9005
0.4568	4.8112	688	0.8179	0.6260	0.8179	0.9044
0.4568	4.8252	690	0.7785	0.6150	0.7785	0.8823
0.4568	4.8392	692	0.7331	0.6316	0.7331	0.8562
0.4568	4.8531	694	0.7461	0.6437	0.7461	0.8638
0.4568	4.8671	696	0.7489	0.6437	0.7489	0.8654
0.4568	4.8811	698	0.7676	0.6437	0.7676	0.8761
0.4568	4.8951	700	0.8030	0.6648	0.8030	0.8961
0.4568	4.9091	702	0.8552	0.6260	0.8552	0.9247
0.4568	4.9231	704	0.8501	0.6548	0.8501	0.9220
0.4568	4.9371	706	0.8035	0.6390	0.8035	0.8964
0.4568	4.9510	708	0.8139	0.6390	0.8139	0.9021
0.4568	4.9650	710	0.8293	0.6390	0.8293	0.9107
0.4568	4.9790	712	0.8387	0.6390	0.8387	0.9158
0.4568	4.9930	714	0.8066	0.6390	0.8066	0.8981
0.4568	5.0070	716	0.7969	0.6390	0.7969	0.8927
0.4568	5.0210	718	0.8030	0.6390	0.8030	0.8961
0.4568	5.0350	720	0.8372	0.6390	0.8372	0.9150
0.4568	5.0490	722	0.8796	0.6390	0.8796	0.9379
0.4568	5.0629	724	0.9117	0.6260	0.9117	0.9549
0.4568	5.0769	726	0.9016	0.6260	0.9016	0.9495
0.4568	5.0909	728	0.8911	0.6260	0.8911	0.9440
0.4568	5.1049	730	0.9297	0.6260	0.9297	0.9642
0.4568	5.1189	732	1.0037	0.6220	1.0037	1.0018
0.4568	5.1329	734	0.9920	0.6220	0.9920	0.9960
0.4568	5.1469	736	0.9456	0.6260	0.9456	0.9724
0.4568	5.1608	738	0.8762	0.6092	0.8762	0.9361
0.4568	5.1748	740	0.8603	0.6390	0.8603	0.9275
0.4568	5.1888	742	0.8931	0.6390	0.8931	0.9450
0.4568	5.2028	744	0.9672	0.6260	0.9672	0.9835
0.4568	5.2168	746	1.0406	0.5755	1.0406	1.0201
0.4568	5.2308	748	1.0980	0.6220	1.0980	1.0478
0.4568	5.2448	750	1.0807	0.6220	1.0807	1.0396
0.4568	5.2587	752	1.0723	0.6220	1.0723	1.0355
0.4568	5.2727	754	1.0453	0.6220	1.0453	1.0224
0.4568	5.2867	756	0.9899	0.6220	0.9899	0.9949
0.4568	5.3007	758	0.9200	0.6260	0.9200	0.9591
0.4568	5.3147	760	0.9003	0.6597	0.9003	0.9489
0.4568	5.3287	762	0.9233	0.6597	0.9233	0.9609
0.4568	5.3427	764	0.9678	0.6260	0.9678	0.9837
0.4568	5.3566	766	0.9697	0.6548	0.9697	0.9847
0.4568	5.3706	768	0.9334	0.6597	0.9334	0.9661
0.4568	5.3846	770	0.9197	0.6597	0.9197	0.9590
0.4568	5.3986	772	0.9005	0.6597	0.9005	0.9490
0.4568	5.4126	774	0.8712	0.6597	0.8712	0.9334
0.4568	5.4266	776	0.8801	0.6597	0.8801	0.9381
0.4568	5.4406	778	0.9248	0.6548	0.9248	0.9617
0.4568	5.4545	780	0.9346	0.6597	0.9346	0.9668
0.4568	5.4685	782	0.9007	0.6208	0.9007	0.9491
0.4568	5.4825	784	0.8612	0.6597	0.8612	0.9280
0.4568	5.4965	786	0.8342	0.6597	0.8342	0.9133
0.4568	5.5105	788	0.7965	0.6390	0.7965	0.8924
0.4568	5.5245	790	0.7774	0.6271	0.7774	0.8817
0.4568	5.5385	792	0.7919	0.6271	0.7919	0.8899
0.4568	5.5524	794	0.8102	0.6271	0.8102	0.9001
0.4568	5.5664	796	0.8522	0.6597	0.8522	0.9232
0.4568	5.5804	798	0.9115	0.6597	0.9115	0.9548
0.4568	5.5944	800	0.9261	0.6597	0.9261	0.9623
0.4568	5.6084	802	0.8941	0.6597	0.8941	0.9456
0.4568	5.6224	804	0.9146	0.6208	0.9146	0.9563
0.4568	5.6364	806	0.9358	0.6208	0.9358	0.9674
0.4568	5.6503	808	0.9501	0.6208	0.9501	0.9747
0.4568	5.6643	810	0.9988	0.6208	0.9988	0.9994
0.4568	5.6783	812	1.0428	0.6033	1.0428	1.0212
0.4568	5.6923	814	1.1156	0.5726	1.1156	1.0562
0.4568	5.7063	816	1.2129	0.5104	1.2129	1.1013
0.4568	5.7203	818	1.2159	0.5104	1.2159	1.1027
0.4568	5.7343	820	1.2273	0.5104	1.2273	1.1079
0.4568	5.7483	822	1.2108	0.5595	1.2108	1.1004
0.4568	5.7622	824	1.1334	0.5726	1.1334	1.0646
0.4568	5.7762	826	1.0658	0.6033	1.0658	1.0324
0.4568	5.7902	828	0.9635	0.5850	0.9635	0.9816
0.4568	5.8042	830	0.8748	0.5527	0.8748	0.9353
0.4568	5.8182	832	0.8529	0.5527	0.8529	0.9236
0.4568	5.8322	834	0.8753	0.5527	0.8753	0.9356
0.4568	5.8462	836	0.9454	0.5850	0.9454	0.9723
0.4568	5.8601	838	1.0091	0.5887	1.0091	1.0045
0.4568	5.8741	840	1.0807	0.5855	1.0807	1.0396
0.4568	5.8881	842	1.1544	0.5361	1.1544	1.0744
0.4568	5.9021	844	1.1996	0.5341	1.1996	1.0952
0.4568	5.9161	846	1.1396	0.5693	1.1396	1.0675
0.4568	5.9301	848	1.0066	0.6113	1.0066	1.0033
0.4568	5.9441	850	0.8359	0.6209	0.8359	0.9143
0.4568	5.9580	852	0.7578	0.6037	0.7578	0.8705
0.4568	5.9720	854	0.7461	0.6037	0.7461	0.8638
0.4568	5.9860	856	0.7728	0.6053	0.7728	0.8791
0.4568	6.0	858	0.8270	0.6053	0.8270	0.9094
0.4568	6.0140	860	0.9306	0.6434	0.9306	0.9647
0.4568	6.0280	862	0.9955	0.5887	0.9955	0.9977
0.4568	6.0420	864	1.0328	0.5887	1.0328	1.0163
0.4568	6.0559	866	1.0262	0.5887	1.0262	1.0130
0.4568	6.0699	868	0.9661	0.6150	0.9661	0.9829
0.4568	6.0839	870	0.8992	0.6133	0.8992	0.9483
0.4568	6.0979	872	0.8520	0.6133	0.8520	0.9230
0.4568	6.1119	874	0.8246	0.6	0.8246	0.9081
0.4568	6.1259	876	0.8110	0.6	0.8110	0.9005
0.4568	6.1399	878	0.8362	0.5931	0.8362	0.9144
0.4568	6.1538	880	0.8644	0.6133	0.8644	0.9297
0.4568	6.1678	882	0.8614	0.6133	0.8614	0.9281
0.4568	6.1818	884	0.8554	0.6410	0.8554	0.9249
0.4568	6.1958	886	0.8496	0.6410	0.8496	0.9217
0.4568	6.2098	888	0.8793	0.6133	0.8793	0.9377
0.4568	6.2238	890	0.8818	0.6150	0.8818	0.9390
0.4568	6.2378	892	0.8848	0.6150	0.8848	0.9406
0.4568	6.2517	894	0.9008	0.6150	0.9008	0.9491
0.4568	6.2657	896	0.8967	0.6150	0.8967	0.9469
0.4568	6.2797	898	0.8845	0.6150	0.8845	0.9405
0.4568	6.2937	900	0.8485	0.6410	0.8485	0.9211
0.4568	6.3077	902	0.8169	0.6209	0.8169	0.9038
0.4568	6.3217	904	0.7887	0.5781	0.7887	0.8881
0.4568	6.3357	906	0.7661	0.5848	0.7661	0.8753
0.4568	6.3497	908	0.7573	0.5848	0.7573	0.8702
0.4568	6.3636	910	0.7779	0.6037	0.7779	0.8820
0.4568	6.3776	912	0.8038	0.6209	0.8038	0.8966
0.4568	6.3916	914	0.8546	0.6410	0.8546	0.9245
0.4568	6.4056	916	0.8906	0.6410	0.8906	0.9437
0.4568	6.4196	918	0.8966	0.6150	0.8966	0.9469
0.4568	6.4336	920	0.8863	0.6434	0.8863	0.9415
0.4568	6.4476	922	0.8535	0.6434	0.8535	0.9238
0.4568	6.4615	924	0.8281	0.6434	0.8281	0.9100
0.4568	6.4755	926	0.8235	0.6480	0.8235	0.9075
0.4568	6.4895	928	0.8495	0.6434	0.8495	0.9217
0.4568	6.5035	930	0.8583	0.6133	0.8583	0.9265
0.4568	6.5175	932	0.8581	0.6133	0.8581	0.9263
0.4568	6.5315	934	0.8522	0.6133	0.8522	0.9232
0.4568	6.5455	936	0.8680	0.6133	0.8680	0.9317
0.4568	6.5594	938	0.8883	0.6133	0.8883	0.9425
0.4568	6.5734	940	0.8977	0.6150	0.8977	0.9475
0.4568	6.5874	942	0.8853	0.6150	0.8853	0.9409
0.4568	6.6014	944	0.8761	0.6150	0.8761	0.9360
0.4568	6.6154	946	0.8617	0.6150	0.8617	0.9283
0.4568	6.6294	948	0.8721	0.6150	0.8721	0.9339
0.4568	6.6434	950	0.9129	0.6150	0.9129	0.9555
0.4568	6.6573	952	0.9169	0.6113	0.9169	0.9575
0.4568	6.6713	954	0.8951	0.6150	0.8951	0.9461
0.4568	6.6853	956	0.8492	0.6133	0.8492	0.9215
0.4568	6.6993	958	0.7907	0.6454	0.7907	0.8892
0.4568	6.7133	960	0.7536	0.6037	0.7536	0.8681
0.4568	6.7273	962	0.7512	0.6037	0.7512	0.8667
0.4568	6.7413	964	0.7814	0.6053	0.7814	0.8840
0.4568	6.7552	966	0.8192	0.6271	0.8192	0.9051
0.4568	6.7692	968	0.8758	0.6480	0.8758	0.9358
0.4568	6.7832	970	0.9206	0.6150	0.9206	0.9595
0.4568	6.7972	972	0.9467	0.6150	0.9467	0.9730
0.4568	6.8112	974	0.9214	0.6150	0.9214	0.9599
0.4568	6.8252	976	0.8810	0.6150	0.8810	0.9386
0.4568	6.8392	978	0.8822	0.6150	0.8822	0.9392
0.4568	6.8531	980	0.8540	0.6434	0.8540	0.9241
0.4568	6.8671	982	0.8211	0.6053	0.8211	0.9061
0.4568	6.8811	984	0.8033	0.6037	0.8033	0.8962
0.4568	6.8951	986	0.8040	0.6037	0.8040	0.8966
0.4568	6.9091	988	0.8080	0.6037	0.8080	0.8989
0.4568	6.9231	990	0.8004	0.6037	0.8004	0.8946
0.4568	6.9371	992	0.7910	0.6037	0.7910	0.8894
0.4568	6.9510	994	0.7924	0.6037	0.7924	0.8901
0.4568	6.9650	996	0.8014	0.6037	0.8014	0.8952
0.4568	6.9790	998	0.7937	0.6037	0.7937	0.8909
0.0845	6.9930	1000	0.7876	0.6037	0.7876	0.8875
0.0845	7.0070	1002	0.8030	0.6037	0.8030	0.8961
0.0845	7.0210	1004	0.8125	0.6037	0.8125	0.9014
0.0845	7.0350	1006	0.8375	0.5931	0.8375	0.9151
0.0845	7.0490	1008	0.8595	0.6133	0.8595	0.9271
0.0845	7.0629	1010	0.8567	0.6133	0.8567	0.9256
0.0845	7.0769	1012	0.8264	0.6014	0.8264	0.9090
0.0845	7.0909	1014	0.8097	0.6053	0.8097	0.8998
0.0845	7.1049	1016	0.7964	0.6053	0.7964	0.8924
0.0845	7.1189	1018	0.7820	0.6053	0.7820	0.8843
0.0845	7.1329	1020	0.7787	0.6053	0.7787	0.8824
0.0845	7.1469	1022	0.7786	0.6053	0.7786	0.8824
0.0845	7.1608	1024	0.7664	0.6053	0.7664	0.8755
0.0845	7.1748	1026	0.7526	0.6053	0.7526	0.8675
0.0845	7.1888	1028	0.7545	0.6037	0.7545	0.8686
0.0845	7.2028	1030	0.7706	0.6053	0.7706	0.8778
0.0845	7.2168	1032	0.7908	0.6053	0.7908	0.8893
0.0845	7.2308	1034	0.8143	0.6271	0.8143	0.9024
0.0845	7.2448	1036	0.8387	0.6271	0.8387	0.9158
0.0845	7.2587	1038	0.8398	0.6271	0.8398	0.9164
0.0845	7.2727	1040	0.8281	0.6271	0.8281	0.9100
0.0845	7.2867	1042	0.8225	0.6271	0.8225	0.9069
0.0845	7.3007	1044	0.7941	0.6053	0.7941	0.8911
0.0845	7.3147	1046	0.7823	0.6093	0.7823	0.8845
0.0845	7.3287	1048	0.7891	0.6053	0.7891	0.8883
0.0845	7.3427	1050	0.7923	0.6053	0.7923	0.8901
0.0845	7.3566	1052	0.7983	0.6037	0.7983	0.8935
0.0845	7.3706	1054	0.8089	0.6037	0.8089	0.8994
0.0845	7.3846	1056	0.8167	0.6037	0.8167	0.9037
0.0845	7.3986	1058	0.8026	0.6037	0.8026	0.8959
0.0845	7.4126	1060	0.7735	0.6037	0.7735	0.8795
0.0845	7.4266	1062	0.7532	0.6037	0.7532	0.8678
0.0845	7.4406	1064	0.7269	0.6037	0.7269	0.8526
0.0845	7.4545	1066	0.7104	0.6037	0.7104	0.8429
0.0845	7.4685	1068	0.7247	0.6037	0.7247	0.8513
0.0845	7.4825	1070	0.7369	0.6037	0.7369	0.8584
0.0845	7.4965	1072	0.7522	0.6037	0.7522	0.8673
0.0845	7.5105	1074	0.7622	0.6037	0.7622	0.8731
0.0845	7.5245	1076	0.7587	0.6037	0.7587	0.8711
0.0845	7.5385	1078	0.7677	0.6037	0.7677	0.8762
0.0845	7.5524	1080	0.7837	0.6037	0.7837	0.8852
0.0845	7.5664	1082	0.7921	0.6037	0.7921	0.8900
0.0845	7.5804	1084	0.7795	0.6037	0.7795	0.8829
0.0845	7.5944	1086	0.7567	0.6037	0.7567	0.8699
0.0845	7.6084	1088	0.7541	0.6037	0.7541	0.8684
0.0845	7.6224	1090	0.7663	0.6037	0.7663	0.8754
0.0845	7.6364	1092	0.7895	0.625	0.7895	0.8885
0.0845	7.6503	1094	0.7979	0.625	0.7979	0.8932
0.0845	7.6643	1096	0.7985	0.625	0.7985	0.8936
0.0845	7.6783	1098	0.7973	0.625	0.7973	0.8929
0.0845	7.6923	1100	0.8169	0.625	0.8169	0.9038
0.0845	7.7063	1102	0.8500	0.6133	0.8500	0.9219
0.0845	7.7203	1104	0.9132	0.6133	0.9132	0.9556
0.0845	7.7343	1106	0.9614	0.5638	0.9614	0.9805
0.0845	7.7483	1108	0.9726	0.5638	0.9726	0.9862
0.0845	7.7622	1110	0.9573	0.5638	0.9573	0.9784
0.0845	7.7762	1112	0.9126	0.5638	0.9126	0.9553
0.0845	7.7902	1114	0.8420	0.6133	0.8420	0.9176
0.0845	7.8042	1116	0.7933	0.625	0.7933	0.8907
0.0845	7.8182	1118	0.7648	0.6037	0.7648	0.8745
0.0845	7.8322	1120	0.7614	0.6022	0.7614	0.8726
0.0845	7.8462	1122	0.7771	0.6037	0.7771	0.8815
0.0845	7.8601	1124	0.7970	0.625	0.7970	0.8928
0.0845	7.8741	1126	0.8131	0.625	0.8131	0.9017
0.0845	7.8881	1128	0.8274	0.625	0.8274	0.9096
0.0845	7.9021	1130	0.8250	0.625	0.8250	0.9083
0.0845	7.9161	1132	0.8095	0.625	0.8095	0.8997
0.0845	7.9301	1134	0.8020	0.6037	0.8020	0.8956
0.0845	7.9441	1136	0.7884	0.6022	0.7884	0.8879
0.0845	7.9580	1138	0.7777	0.6022	0.7777	0.8818
0.0845	7.9720	1140	0.7672	0.6022	0.7672	0.8759
0.0845	7.9860	1142	0.7612	0.625	0.7612	0.8725
0.0845	8.0	1144	0.7687	0.625	0.7687	0.8767
0.0845	8.0140	1146	0.7866	0.6022	0.7866	0.8869
0.0845	8.0280	1148	0.8071	0.6022	0.8071	0.8984
0.0845	8.0420	1150	0.8309	0.625	0.8309	0.9115
0.0845	8.0559	1152	0.8536	0.6410	0.8536	0.9239
0.0845	8.0699	1154	0.8892	0.6133	0.8892	0.9430
0.0845	8.0839	1156	0.9134	0.6133	0.9134	0.9557
0.0845	8.0979	1158	0.9059	0.6133	0.9059	0.9518
0.0845	8.1119	1160	0.8802	0.6133	0.8802	0.9382
0.0845	8.1259	1162	0.8446	0.625	0.8446	0.9190
0.0845	8.1399	1164	0.8146	0.625	0.8146	0.9026
0.0845	8.1538	1166	0.7999	0.625	0.7999	0.8944
0.0845	8.1678	1168	0.7873	0.6076	0.7873	0.8873
0.0845	8.1818	1170	0.7839	0.6293	0.7839	0.8854
0.0845	8.1958	1172	0.7840	0.6293	0.7840	0.8854
0.0845	8.2098	1174	0.7889	0.625	0.7889	0.8882
0.0845	8.2238	1176	0.8022	0.625	0.8022	0.8957
0.0845	8.2378	1178	0.8125	0.6209	0.8125	0.9014
0.0845	8.2517	1180	0.8193	0.6133	0.8193	0.9051
0.0845	8.2657	1182	0.8106	0.6410	0.8106	0.9003
0.0845	8.2797	1184	0.8099	0.6410	0.8099	0.8999
0.0845	8.2937	1186	0.8061	0.6591	0.8061	0.8979
0.0845	8.3077	1188	0.8093	0.6324	0.8093	0.8996
0.0845	8.3217	1190	0.8157	0.6324	0.8157	0.9032
0.0845	8.3357	1192	0.8116	0.6324	0.8116	0.9009
0.0845	8.3497	1194	0.7965	0.6591	0.7965	0.8925
0.0845	8.3636	1196	0.7811	0.6211	0.7811	0.8838
0.0845	8.3776	1198	0.7852	0.6405	0.7852	0.8861
0.0845	8.3916	1200	0.8009	0.6405	0.8009	0.8950
0.0845	8.4056	1202	0.8147	0.6405	0.8147	0.9026
0.0845	8.4196	1204	0.8446	0.6133	0.8446	0.9190
0.0845	8.4336	1206	0.8790	0.6133	0.8790	0.9376
0.0845	8.4476	1208	0.8910	0.6133	0.8910	0.9439
0.0845	8.4615	1210	0.8984	0.6133	0.8984	0.9478
0.0845	8.4755	1212	0.9007	0.6133	0.9007	0.9491
0.0845	8.4895	1214	0.9167	0.6133	0.9167	0.9574
0.0845	8.5035	1216	0.9146	0.6133	0.9146	0.9564
0.0845	8.5175	1218	0.8968	0.6133	0.8968	0.9470
0.0845	8.5315	1220	0.8816	0.5931	0.8816	0.9390
0.0845	8.5455	1222	0.8770	0.5931	0.8770	0.9365
0.0845	8.5594	1224	0.8796	0.6133	0.8796	0.9378
0.0845	8.5734	1226	0.8869	0.6133	0.8869	0.9418
0.0845	8.5874	1228	0.8912	0.6133	0.8912	0.9440
0.0845	8.6014	1230	0.8900	0.6133	0.8900	0.9434
0.0845	8.6154	1232	0.8882	0.6133	0.8882	0.9425
0.0845	8.6294	1234	0.9012	0.6133	0.9012	0.9493
0.0845	8.6434	1236	0.9188	0.6133	0.9188	0.9585
0.0845	8.6573	1238	0.9379	0.6133	0.9379	0.9684
0.0845	8.6713	1240	0.9575	0.6133	0.9575	0.9785
0.0845	8.6853	1242	0.9709	0.6133	0.9709	0.9854
0.0845	8.6993	1244	0.9695	0.6133	0.9695	0.9847
0.0845	8.7133	1246	0.9677	0.6133	0.9677	0.9837
0.0845	8.7273	1248	0.9639	0.6133	0.9639	0.9818
0.0845	8.7413	1250	0.9590	0.6133	0.9590	0.9793
0.0845	8.7552	1252	0.9400	0.6133	0.9400	0.9695
0.0845	8.7692	1254	0.9096	0.6133	0.9096	0.9537
0.0845	8.7832	1256	0.8777	0.6133	0.8777	0.9368
0.0845	8.7972	1258	0.8584	0.6133	0.8584	0.9265
0.0845	8.8112	1260	0.8541	0.6133	0.8541	0.9242
0.0845	8.8252	1262	0.8573	0.6133	0.8573	0.9259
0.0845	8.8392	1264	0.8555	0.6133	0.8555	0.9249
0.0845	8.8531	1266	0.8509	0.6133	0.8509	0.9225
0.0845	8.8671	1268	0.8499	0.6133	0.8499	0.9219
0.0845	8.8811	1270	0.8567	0.6133	0.8567	0.9256
0.0845	8.8951	1272	0.8630	0.6133	0.8630	0.9290
0.0845	8.9091	1274	0.8597	0.6133	0.8597	0.9272
0.0845	8.9231	1276	0.8554	0.6133	0.8554	0.9249
0.0845	8.9371	1278	0.8545	0.6133	0.8545	0.9244
0.0845	8.9510	1280	0.8481	0.6133	0.8481	0.9209
0.0845	8.9650	1282	0.8343	0.6133	0.8343	0.9134
0.0845	8.9790	1284	0.8167	0.6209	0.8167	0.9037
0.0845	8.9930	1286	0.8044	0.6209	0.8044	0.8969
0.0845	9.0070	1288	0.7968	0.625	0.7968	0.8926
0.0845	9.0210	1290	0.7875	0.625	0.7875	0.8874
0.0845	9.0350	1292	0.7820	0.625	0.7820	0.8843
0.0845	9.0490	1294	0.7821	0.625	0.7821	0.8844
0.0845	9.0629	1296	0.7911	0.625	0.7911	0.8894
0.0845	9.0769	1298	0.8095	0.6410	0.8095	0.8997
0.0845	9.0909	1300	0.8304	0.6133	0.8304	0.9113
0.0845	9.1049	1302	0.8512	0.6133	0.8512	0.9226
0.0845	9.1189	1304	0.8693	0.6133	0.8693	0.9323
0.0845	9.1329	1306	0.8904	0.6133	0.8904	0.9436
0.0845	9.1469	1308	0.9041	0.6133	0.9041	0.9509
0.0845	9.1608	1310	0.9108	0.6133	0.9108	0.9544
0.0845	9.1748	1312	0.9083	0.6133	0.9083	0.9531
0.0845	9.1888	1314	0.8996	0.6133	0.8996	0.9485
0.0845	9.2028	1316	0.8921	0.6133	0.8921	0.9445
0.0845	9.2168	1318	0.8828	0.6133	0.8828	0.9396
0.0845	9.2308	1320	0.8762	0.6133	0.8762	0.9361
0.0845	9.2448	1322	0.8752	0.6133	0.8752	0.9355
0.0845	9.2587	1324	0.8785	0.6133	0.8785	0.9373
0.0845	9.2727	1326	0.8844	0.6133	0.8844	0.9404
0.0845	9.2867	1328	0.8836	0.6133	0.8836	0.9400
0.0845	9.3007	1330	0.8811	0.6133	0.8811	0.9387
0.0845	9.3147	1332	0.8764	0.6133	0.8764	0.9362
0.0845	9.3287	1334	0.8727	0.6133	0.8727	0.9342
0.0845	9.3427	1336	0.8684	0.6133	0.8684	0.9319
0.0845	9.3566	1338	0.8630	0.6133	0.8630	0.9290
0.0845	9.3706	1340	0.8538	0.6133	0.8538	0.9240
0.0845	9.3846	1342	0.8490	0.6133	0.8490	0.9214
0.0845	9.3986	1344	0.8478	0.6133	0.8478	0.9208
0.0845	9.4126	1346	0.8455	0.6133	0.8455	0.9195
0.0845	9.4266	1348	0.8459	0.6133	0.8459	0.9197
0.0845	9.4406	1350	0.8453	0.6133	0.8453	0.9194
0.0845	9.4545	1352	0.8441	0.6133	0.8441	0.9188
0.0845	9.4685	1354	0.8440	0.6133	0.8440	0.9187
0.0845	9.4825	1356	0.8409	0.6410	0.8409	0.9170
0.0845	9.4965	1358	0.8349	0.6454	0.8349	0.9137
0.0845	9.5105	1360	0.8337	0.6454	0.8337	0.9131
0.0845	9.5245	1362	0.8301	0.6454	0.8301	0.9111
0.0845	9.5385	1364	0.8253	0.6454	0.8253	0.9084
0.0845	9.5524	1366	0.8213	0.6454	0.8213	0.9062
0.0845	9.5664	1368	0.8195	0.6454	0.8195	0.9053
0.0845	9.5804	1370	0.8216	0.6454	0.8216	0.9064
0.0845	9.5944	1372	0.8272	0.6454	0.8272	0.9095
0.0845	9.6084	1374	0.8344	0.6454	0.8344	0.9134
0.0845	9.6224	1376	0.8438	0.6410	0.8438	0.9186
0.0845	9.6364	1378	0.8500	0.6133	0.8500	0.9220
0.0845	9.6503	1380	0.8543	0.6133	0.8543	0.9243
0.0845	9.6643	1382	0.8560	0.6133	0.8560	0.9252
0.0845	9.6783	1384	0.8555	0.6133	0.8555	0.9249
0.0845	9.6923	1386	0.8552	0.6133	0.8552	0.9248
0.0845	9.7063	1388	0.8522	0.6133	0.8522	0.9232
0.0845	9.7203	1390	0.8485	0.6410	0.8485	0.9212
0.0845	9.7343	1392	0.8431	0.6454	0.8431	0.9182
0.0845	9.7483	1394	0.8387	0.6454	0.8387	0.9158
0.0845	9.7622	1396	0.8358	0.6454	0.8358	0.9142
0.0845	9.7762	1398	0.8328	0.6454	0.8328	0.9126
0.0845	9.7902	1400	0.8293	0.6454	0.8293	0.9107
0.0845	9.8042	1402	0.8265	0.6454	0.8265	0.9091
0.0845	9.8182	1404	0.8240	0.6454	0.8240	0.9078
0.0845	9.8322	1406	0.8220	0.6454	0.8220	0.9066
0.0845	9.8462	1408	0.8213	0.6454	0.8213	0.9062
0.0845	9.8601	1410	0.8208	0.6454	0.8208	0.9060
0.0845	9.8741	1412	0.8199	0.625	0.8199	0.9055
0.0845	9.8881	1414	0.8199	0.6454	0.8199	0.9055
0.0845	9.9021	1416	0.8198	0.6454	0.8198	0.9055
0.0845	9.9161	1418	0.8195	0.6454	0.8195	0.9053
0.0845	9.9301	1420	0.8196	0.6454	0.8196	0.9053
0.0845	9.9441	1422	0.8197	0.6454	0.8197	0.9054
0.0845	9.9580	1424	0.8202	0.6454	0.8202	0.9056
0.0845	9.9720	1426	0.8203	0.6454	0.8203	0.9057
0.0845	9.9860	1428	0.8203	0.6454	0.8203	0.9057
0.0845	10.0	1430	0.8203	0.6454	0.8203	0.9057

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 4, 2024
Updated: Dec 4, 2024