ASAP_FineTuningBERT_AugV3_k1_task1_organization_fold0

MayBashendy/ASAP_FineTuningBERT_AugV3_k1_task1_organization_fold0

ASAP_FineTuningBERT_AugV3_k1_task1_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. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

Downloads · 30 days

19% of all-time downloads

All-time downloads

Public

Parameters

109M

1.3 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors438 MB · 100%

At a glance

Task: Text Classification
Library: transformers
License: apache-2.0
Model type: bert
Access: Public
Created: Nov 9, 2024
Updated: Nov 9, 2024
SHA: e0c04023

Try a prompt

Base models

Model card

From the Hugging Face model README

ASAP_FineTuningBERT_AugV3_k1_task1_organization_fold0

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.5087
Qwk: 0.6318
Mse: 0.5087
Rmse: 0.7132

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: 32
eval_batch_size: 32
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	0.0139	2	12.4590	0.0	12.4590	3.5297
No log	0.0278	4	10.6815	0.0	10.6815	3.2683
No log	0.0417	6	9.2634	0.0	9.2634	3.0436
No log	0.0556	8	8.1536	0.0103	8.1536	2.8555
No log	0.0694	10	6.6035	0.0054	6.6035	2.5697
No log	0.0833	12	5.7010	0.0036	5.7010	2.3877
No log	0.0972	14	4.4315	0.0004	4.4315	2.1051
No log	0.1111	16	3.0509	0.0275	3.0509	1.7467
No log	0.125	18	2.7372	0.0233	2.7372	1.6544
No log	0.1389	20	1.9728	0.0115	1.9728	1.4046
No log	0.1528	22	1.9068	0.0106	1.9068	1.3809
No log	0.1667	24	2.0669	0.0083	2.0669	1.4377
No log	0.1806	26	1.5964	0.0059	1.5964	1.2635
No log	0.1944	28	1.1832	0.1329	1.1832	1.0877
No log	0.2083	30	1.1648	0.1261	1.1648	1.0793
No log	0.2222	32	1.1917	0.1222	1.1917	1.0916
No log	0.2361	34	1.6168	0.0045	1.6168	1.2715
No log	0.25	36	2.0878	0.0115	2.0878	1.4449
No log	0.2639	38	2.5205	0.0126	2.5205	1.5876
No log	0.2778	40	2.5571	0.0126	2.5571	1.5991
No log	0.2917	42	2.1563	0.0126	2.1563	1.4684
No log	0.3056	44	2.1396	0.0115	2.1396	1.4628
No log	0.3194	46	2.2930	0.0115	2.2930	1.5143
No log	0.3333	48	2.1453	0.0146	2.1453	1.4647
No log	0.3472	50	1.5936	0.0476	1.5936	1.2624
No log	0.3611	52	1.1530	0.1552	1.1530	1.0738
No log	0.375	54	1.0744	0.1459	1.0744	1.0365
No log	0.3889	56	0.9197	0.1238	0.9197	0.9590
No log	0.4028	58	0.7713	0.0629	0.7713	0.8782
No log	0.4167	60	0.8121	0.0488	0.8121	0.9011
No log	0.4306	62	0.7901	0.0504	0.7901	0.8889
No log	0.4444	64	0.7359	0.0603	0.7359	0.8578
No log	0.4583	66	0.7194	0.0883	0.7194	0.8482
No log	0.4722	68	0.7527	0.0951	0.7527	0.8676
No log	0.4861	70	0.7074	0.0860	0.7074	0.8411
No log	0.5	72	0.7510	0.0863	0.7510	0.8666
No log	0.5139	74	1.0054	0.0428	1.0054	1.0027
No log	0.5278	76	0.8706	0.0461	0.8706	0.9331
No log	0.5417	78	0.7968	0.0830	0.7968	0.8926
No log	0.5556	80	0.7579	0.1900	0.7579	0.8706
No log	0.5694	82	0.6877	0.2044	0.6877	0.8293
No log	0.5833	84	0.6880	0.0698	0.6880	0.8294
No log	0.5972	86	0.7484	0.0851	0.7484	0.8651
No log	0.6111	88	0.7737	0.0631	0.7737	0.8796
No log	0.625	90	0.7158	0.0601	0.7158	0.8460
No log	0.6389	92	0.7170	0.0664	0.7170	0.8468
No log	0.6528	94	0.7789	0.0863	0.7789	0.8826
No log	0.6667	96	0.7074	0.0671	0.7074	0.8411
No log	0.6806	98	0.6385	0.2001	0.6385	0.7991
No log	0.6944	100	0.6292	0.2350	0.6292	0.7932
No log	0.7083	102	0.6141	0.2755	0.6141	0.7836
No log	0.7222	104	0.5987	0.3954	0.5987	0.7738
No log	0.7361	106	0.6177	0.4214	0.6177	0.7859
No log	0.75	108	0.6252	0.3102	0.6252	0.7907
No log	0.7639	110	0.8154	0.1908	0.8154	0.9030
No log	0.7778	112	0.9115	0.1790	0.9115	0.9547
No log	0.7917	114	0.7254	0.2906	0.7254	0.8517
No log	0.8056	116	0.5443	0.4951	0.5443	0.7378
No log	0.8194	118	0.6247	0.4809	0.6247	0.7904
No log	0.8333	120	0.6284	0.5034	0.6284	0.7927
No log	0.8472	122	0.5891	0.3490	0.5891	0.7675
No log	0.8611	124	1.0936	0.1908	1.0936	1.0458
No log	0.875	126	1.7774	0.0497	1.7774	1.3332
No log	0.8889	128	1.4433	0.1701	1.4433	1.2014
No log	0.9028	130	0.9942	0.2184	0.9942	0.9971
No log	0.9167	132	0.5508	0.3610	0.5508	0.7422
No log	0.9306	134	0.4817	0.5549	0.4817	0.6940
No log	0.9444	136	0.5452	0.5519	0.5452	0.7384
No log	0.9583	138	0.6351	0.4649	0.6351	0.7969
No log	0.9722	140	0.6280	0.4872	0.6280	0.7924
No log	0.9861	142	0.5337	0.5612	0.5337	0.7306
No log	1.0	144	0.4998	0.4344	0.4998	0.7070
No log	1.0139	146	0.5762	0.1770	0.5762	0.7591
No log	1.0278	148	0.6509	0.1975	0.6509	0.8068
No log	1.0417	150	0.5357	0.2985	0.5357	0.7319
No log	1.0556	152	0.4627	0.4769	0.4627	0.6802
No log	1.0694	154	0.4533	0.5233	0.4533	0.6733
No log	1.0833	156	0.4542	0.5453	0.4542	0.6740
No log	1.0972	158	0.4490	0.5505	0.4490	0.6700
No log	1.1111	160	0.4448	0.5349	0.4448	0.6669
No log	1.125	162	0.4423	0.5356	0.4423	0.6650
No log	1.1389	164	0.4592	0.5707	0.4592	0.6777
No log	1.1528	166	0.4590	0.5710	0.4590	0.6775
No log	1.1667	168	0.4472	0.5456	0.4472	0.6688
No log	1.1806	170	0.5462	0.4224	0.5462	0.7391
No log	1.1944	172	0.6005	0.4075	0.6005	0.7749
No log	1.2083	174	0.5689	0.4271	0.5689	0.7543
No log	1.2222	176	0.4542	0.5742	0.4542	0.6740
No log	1.2361	178	0.5617	0.5518	0.5617	0.7494
No log	1.25	180	0.6918	0.4923	0.6918	0.8317
No log	1.2639	182	0.6703	0.4999	0.6703	0.8187
No log	1.2778	184	0.5383	0.5647	0.5383	0.7337
No log	1.2917	186	0.5029	0.5081	0.5029	0.7092
No log	1.3056	188	0.5860	0.4686	0.5860	0.7655
No log	1.3194	190	0.5524	0.4867	0.5524	0.7433
No log	1.3333	192	0.5193	0.5041	0.5193	0.7206
No log	1.3472	194	0.4897	0.5196	0.4897	0.6998
No log	1.3611	196	0.4738	0.5697	0.4738	0.6883
No log	1.375	198	0.5028	0.5676	0.5028	0.7091
No log	1.3889	200	0.5578	0.5497	0.5578	0.7469
No log	1.4028	202	0.5081	0.5860	0.5081	0.7128
No log	1.4167	204	0.4860	0.5839	0.4860	0.6972
No log	1.4306	206	0.4445	0.5348	0.4445	0.6667
No log	1.4444	208	0.5088	0.4301	0.5088	0.7133
No log	1.4583	210	0.6021	0.3341	0.6021	0.7759
No log	1.4722	212	0.5406	0.3929	0.5406	0.7353
No log	1.4861	214	0.4420	0.5103	0.4420	0.6648
No log	1.5	216	0.4647	0.5852	0.4647	0.6817
No log	1.5139	218	0.5455	0.5756	0.5455	0.7386
No log	1.5278	220	0.5229	0.5778	0.5229	0.7231
No log	1.5417	222	0.4540	0.5960	0.4540	0.6738
No log	1.5556	224	0.4240	0.5589	0.4240	0.6511
No log	1.5694	226	0.5336	0.4527	0.5336	0.7305
No log	1.5833	228	0.4515	0.4985	0.4515	0.6720
No log	1.5972	230	0.4137	0.5763	0.4137	0.6432
No log	1.6111	232	0.4314	0.6003	0.4314	0.6568
No log	1.625	234	0.4303	0.5984	0.4303	0.6560
No log	1.6389	236	0.4100	0.6129	0.4100	0.6403
No log	1.6528	238	0.4086	0.6015	0.4086	0.6392
No log	1.6667	240	0.4490	0.6104	0.4490	0.6701
No log	1.6806	242	0.4118	0.5992	0.4118	0.6417
No log	1.6944	244	0.4031	0.6039	0.4031	0.6349
No log	1.7083	246	0.4111	0.5468	0.4111	0.6412
No log	1.7222	248	0.4087	0.5896	0.4087	0.6393
No log	1.7361	250	0.4199	0.6067	0.4199	0.6480
No log	1.75	252	0.4204	0.6087	0.4204	0.6484
No log	1.7639	254	0.4047	0.5967	0.4047	0.6362
No log	1.7778	256	0.4268	0.6172	0.4268	0.6533
No log	1.7917	258	0.4416	0.6077	0.4416	0.6645
No log	1.8056	260	0.4057	0.5818	0.4057	0.6369
No log	1.8194	262	0.4217	0.5584	0.4217	0.6494
No log	1.8333	264	0.4126	0.5616	0.4126	0.6423
No log	1.8472	266	0.4141	0.5974	0.4141	0.6435
No log	1.8611	268	0.4513	0.6088	0.4513	0.6718
No log	1.875	270	0.4884	0.6150	0.4884	0.6988
No log	1.8889	272	0.4779	0.6173	0.4779	0.6913
No log	1.9028	274	0.4507	0.6000	0.4507	0.6714
No log	1.9167	276	0.4291	0.6114	0.4291	0.6551
No log	1.9306	278	0.4270	0.6002	0.4270	0.6534
No log	1.9444	280	0.5075	0.6037	0.5075	0.7124
No log	1.9583	282	0.5099	0.6047	0.5099	0.7140
No log	1.9722	284	0.4774	0.5897	0.4774	0.6909
No log	1.9861	286	0.4621	0.5285	0.4621	0.6798
No log	2.0	288	0.8351	0.3598	0.8351	0.9139
No log	2.0139	290	0.9716	0.3184	0.9716	0.9857
No log	2.0278	292	0.6447	0.4106	0.6447	0.8029
No log	2.0417	294	0.4812	0.4857	0.4812	0.6937
No log	2.0556	296	0.4204	0.5603	0.4204	0.6483
No log	2.0694	298	0.4545	0.5686	0.4545	0.6741
No log	2.0833	300	0.4729	0.5673	0.4729	0.6877
No log	2.0972	302	0.4408	0.5563	0.4408	0.6639
No log	2.1111	304	0.4486	0.5636	0.4486	0.6698
No log	2.125	306	0.4679	0.5619	0.4679	0.6840
No log	2.1389	308	0.5030	0.5772	0.5030	0.7092
No log	2.1528	310	0.5190	0.5726	0.5190	0.7204
No log	2.1667	312	0.5609	0.5575	0.5609	0.7490
No log	2.1806	314	0.5416	0.5540	0.5416	0.7359
No log	2.1944	316	0.4377	0.5598	0.4377	0.6616
No log	2.2083	318	0.4539	0.4455	0.4539	0.6737
No log	2.2222	320	0.5361	0.3800	0.5361	0.7322
No log	2.2361	322	0.4584	0.4406	0.4584	0.6770
No log	2.25	324	0.4120	0.5518	0.4120	0.6419
No log	2.2639	326	0.4436	0.5798	0.4436	0.6660
No log	2.2778	328	0.4867	0.5775	0.4867	0.6977
No log	2.2917	330	0.5178	0.5656	0.5178	0.7196
No log	2.3056	332	0.5154	0.5678	0.5154	0.7179
No log	2.3194	334	0.4866	0.5929	0.4866	0.6975
No log	2.3333	336	0.4542	0.6010	0.4542	0.6739
No log	2.3472	338	0.4227	0.5808	0.4227	0.6502
No log	2.3611	340	0.4250	0.5790	0.4250	0.6519
No log	2.375	342	0.4242	0.5429	0.4242	0.6513
No log	2.3889	344	0.5130	0.4774	0.5130	0.7163
No log	2.4028	346	0.5716	0.4442	0.5716	0.7561
No log	2.4167	348	0.6270	0.4140	0.6270	0.7918
No log	2.4306	350	0.5569	0.4463	0.5569	0.7463
No log	2.4444	352	0.4504	0.5210	0.4504	0.6711
No log	2.4583	354	0.4242	0.5550	0.4242	0.6513
No log	2.4722	356	0.4239	0.5904	0.4239	0.6511
No log	2.4861	358	0.5047	0.5873	0.5047	0.7104
No log	2.5	360	0.6713	0.5778	0.6713	0.8193
No log	2.5139	362	0.8056	0.4516	0.8056	0.8975
No log	2.5278	364	0.8378	0.3376	0.8378	0.9153
No log	2.5417	366	0.7257	0.4153	0.7257	0.8519
No log	2.5556	368	0.5299	0.5679	0.5299	0.7279
No log	2.5694	370	0.4605	0.6020	0.4605	0.6786
No log	2.5833	372	0.4365	0.5884	0.4365	0.6607
No log	2.5972	374	0.4154	0.5450	0.4154	0.6445
No log	2.6111	376	0.4388	0.4964	0.4388	0.6624
No log	2.625	378	0.4653	0.4680	0.4653	0.6822
No log	2.6389	380	0.4432	0.4902	0.4432	0.6657
No log	2.6528	382	0.4358	0.4991	0.4358	0.6602
No log	2.6667	384	0.4194	0.5066	0.4194	0.6476
No log	2.6806	386	0.4140	0.5755	0.4140	0.6434
No log	2.6944	388	0.4613	0.6071	0.4613	0.6792
No log	2.7083	390	0.4893	0.6016	0.4893	0.6995
No log	2.7222	392	0.4729	0.5997	0.4729	0.6877
No log	2.7361	394	0.4536	0.6048	0.4536	0.6735
No log	2.75	396	0.4150	0.5783	0.4150	0.6442
No log	2.7639	398	0.4046	0.5655	0.4046	0.6361
No log	2.7778	400	0.4214	0.6182	0.4214	0.6491
No log	2.7917	402	0.4351	0.6398	0.4351	0.6596
No log	2.8056	404	0.4137	0.6019	0.4137	0.6432
No log	2.8194	406	0.4167	0.5265	0.4167	0.6456
No log	2.8333	408	0.4614	0.4864	0.4614	0.6793
No log	2.8472	410	0.4711	0.4792	0.4711	0.6864
No log	2.8611	412	0.4228	0.5105	0.4228	0.6503
No log	2.875	414	0.4102	0.5376	0.4102	0.6405
No log	2.8889	416	0.4204	0.5134	0.4204	0.6483
No log	2.9028	418	0.4725	0.4639	0.4725	0.6874
No log	2.9167	420	0.4581	0.4643	0.4581	0.6768
No log	2.9306	422	0.4126	0.5232	0.4126	0.6424
No log	2.9444	424	0.4268	0.5948	0.4268	0.6533
No log	2.9583	426	0.5078	0.6121	0.5078	0.7126
No log	2.9722	428	0.5398	0.6173	0.5398	0.7347
No log	2.9861	430	0.5250	0.6103	0.5250	0.7246
No log	3.0	432	0.5093	0.6043	0.5093	0.7137
No log	3.0139	434	0.4749	0.6042	0.4749	0.6892
No log	3.0278	436	0.4335	0.5934	0.4335	0.6584
No log	3.0417	438	0.4101	0.5597	0.4101	0.6404
No log	3.0556	440	0.4283	0.5265	0.4283	0.6545
No log	3.0694	442	0.5097	0.4606	0.5097	0.7140
No log	3.0833	444	0.5890	0.4222	0.5890	0.7675
No log	3.0972	446	0.4632	0.5117	0.4632	0.6806
No log	3.1111	448	0.4275	0.5793	0.4275	0.6539
No log	3.125	450	0.5811	0.6568	0.5811	0.7623
No log	3.1389	452	0.8624	0.5989	0.8624	0.9286
No log	3.1528	454	0.9631	0.5848	0.9631	0.9814
No log	3.1667	456	0.8965	0.5845	0.8965	0.9468
No log	3.1806	458	0.6625	0.6196	0.6625	0.8139
No log	3.1944	460	0.4392	0.6081	0.4392	0.6628
No log	3.2083	462	0.4169	0.5404	0.4169	0.6457
No log	3.2222	464	0.4594	0.5078	0.4594	0.6778
No log	3.2361	466	0.4202	0.5272	0.4202	0.6482
No log	3.25	468	0.4180	0.6072	0.4180	0.6466
No log	3.2639	470	0.4630	0.6015	0.4630	0.6805
No log	3.2778	472	0.4661	0.6045	0.4661	0.6827
No log	3.2917	474	0.4142	0.5956	0.4142	0.6436
No log	3.3056	476	0.4079	0.5525	0.4079	0.6387
No log	3.3194	478	0.4894	0.4701	0.4894	0.6996
No log	3.3333	480	0.5621	0.4229	0.5621	0.7497
No log	3.3472	482	0.4825	0.4628	0.4825	0.6946
No log	3.3611	484	0.3957	0.5803	0.3957	0.6290
No log	3.375	486	0.4443	0.6035	0.4443	0.6666
No log	3.3889	488	0.5191	0.5843	0.5191	0.7205
No log	3.4028	490	0.5178	0.5982	0.5178	0.7196
No log	3.4167	492	0.4475	0.6056	0.4475	0.6689
No log	3.4306	494	0.4118	0.5985	0.4118	0.6417
No log	3.4444	496	0.4018	0.5764	0.4018	0.6339
No log	3.4583	498	0.4228	0.5375	0.4228	0.6502
1.3701	3.4722	500	0.4327	0.5245	0.4327	0.6578
1.3701	3.4861	502	0.4135	0.5655	0.4135	0.6431
1.3701	3.5	504	0.4765	0.6083	0.4765	0.6903
1.3701	3.5139	506	0.5776	0.5816	0.5776	0.7600
1.3701	3.5278	508	0.5854	0.5715	0.5854	0.7651
1.3701	3.5417	510	0.4968	0.5884	0.4968	0.7048
1.3701	3.5556	512	0.4271	0.5904	0.4271	0.6535
1.3701	3.5694	514	0.4160	0.5650	0.4160	0.6450
1.3701	3.5833	516	0.4142	0.5812	0.4142	0.6436
1.3701	3.5972	518	0.4111	0.5841	0.4111	0.6412
1.3701	3.6111	520	0.4106	0.5893	0.4106	0.6408
1.3701	3.625	522	0.4099	0.5577	0.4099	0.6403
1.3701	3.6389	524	0.4156	0.5449	0.4156	0.6447
1.3701	3.6528	526	0.4206	0.5464	0.4206	0.6485
1.3701	3.6667	528	0.4061	0.5710	0.4061	0.6373
1.3701	3.6806	530	0.4489	0.6092	0.4489	0.6700
1.3701	3.6944	532	0.5522	0.5676	0.5522	0.7431
1.3701	3.7083	534	0.5756	0.5562	0.5756	0.7587
1.3701	3.7222	536	0.5165	0.6025	0.5165	0.7187
1.3701	3.7361	538	0.4288	0.6075	0.4288	0.6548
1.3701	3.75	540	0.3987	0.6121	0.3987	0.6314
1.3701	3.7639	542	0.3967	0.5666	0.3967	0.6299
1.3701	3.7778	544	0.3976	0.5655	0.3976	0.6306
1.3701	3.7917	546	0.3969	0.5693	0.3969	0.6300
1.3701	3.8056	548	0.3975	0.5722	0.3975	0.6305
1.3701	3.8194	550	0.4017	0.6135	0.4017	0.6338
1.3701	3.8333	552	0.4177	0.6167	0.4177	0.6463
1.3701	3.8472	554	0.4133	0.6153	0.4133	0.6429
1.3701	3.8611	556	0.4096	0.6203	0.4096	0.6400
1.3701	3.875	558	0.4389	0.6148	0.4389	0.6625
1.3701	3.8889	560	0.4633	0.6357	0.4633	0.6807
1.3701	3.9028	562	0.4426	0.6355	0.4426	0.6653
1.3701	3.9167	564	0.4187	0.5973	0.4187	0.6470
1.3701	3.9306	566	0.4271	0.5536	0.4271	0.6535
1.3701	3.9444	568	0.4360	0.5481	0.4360	0.6603
1.3701	3.9583	570	0.4391	0.5856	0.4391	0.6627
1.3701	3.9722	572	0.4454	0.6091	0.4454	0.6674
1.3701	3.9861	574	0.4612	0.6519	0.4612	0.6791
1.3701	4.0	576	0.4822	0.6555	0.4822	0.6944
1.3701	4.0139	578	0.4841	0.6542	0.4841	0.6958
1.3701	4.0278	580	0.4820	0.6481	0.4820	0.6943
1.3701	4.0417	582	0.4501	0.6450	0.4501	0.6709
1.3701	4.0556	584	0.4396	0.5717	0.4396	0.6630
1.3701	4.0694	586	0.4340	0.5652	0.4340	0.6588
1.3701	4.0833	588	0.4318	0.6167	0.4318	0.6571
1.3701	4.0972	590	0.4434	0.6348	0.4434	0.6659
1.3701	4.1111	592	0.4322	0.6005	0.4322	0.6574
1.3701	4.125	594	0.4385	0.5583	0.4385	0.6622
1.3701	4.1389	596	0.4741	0.4967	0.4741	0.6886
1.3701	4.1528	598	0.4688	0.4975	0.4688	0.6847
1.3701	4.1667	600	0.4310	0.5728	0.4310	0.6565
1.3701	4.1806	602	0.4351	0.6176	0.4351	0.6596
1.3701	4.1944	604	0.4595	0.6618	0.4595	0.6779
1.3701	4.2083	606	0.4820	0.6513	0.4820	0.6943
1.3701	4.2222	608	0.4744	0.6585	0.4744	0.6888
1.3701	4.2361	610	0.4422	0.6370	0.4422	0.6650
1.3701	4.25	612	0.4346	0.6354	0.4346	0.6592
1.3701	4.2639	614	0.4458	0.6450	0.4458	0.6677
1.3701	4.2778	616	0.4881	0.6449	0.4881	0.6986
1.3701	4.2917	618	0.4824	0.6469	0.4824	0.6946
1.3701	4.3056	620	0.4492	0.6383	0.4492	0.6702
1.3701	4.3194	622	0.4131	0.5789	0.4131	0.6427
1.3701	4.3333	624	0.4556	0.4998	0.4556	0.6750
1.3701	4.3472	626	0.4886	0.4556	0.4886	0.6990
1.3701	4.3611	628	0.4530	0.4835	0.4530	0.6731
1.3701	4.375	630	0.3985	0.5646	0.3985	0.6313
1.3701	4.3889	632	0.4526	0.6045	0.4526	0.6728
1.3701	4.4028	634	0.4990	0.6186	0.4990	0.7064
1.3701	4.4167	636	0.4650	0.6019	0.4650	0.6819
1.3701	4.4306	638	0.4483	0.6015	0.4483	0.6695
1.3701	4.4444	640	0.4522	0.6015	0.4522	0.6725
1.3701	4.4583	642	0.4607	0.6073	0.4607	0.6788
1.3701	4.4722	644	0.4922	0.6105	0.4922	0.7016
1.3701	4.4861	646	0.4673	0.6028	0.4673	0.6836
1.3701	4.5	648	0.4506	0.6087	0.4506	0.6712
1.3701	4.5139	650	0.4407	0.6091	0.4407	0.6639
1.3701	4.5278	652	0.4322	0.6040	0.4322	0.6574
1.3701	4.5417	654	0.4218	0.5950	0.4218	0.6495
1.3701	4.5556	656	0.4228	0.5939	0.4228	0.6502
1.3701	4.5694	658	0.4243	0.5785	0.4243	0.6514
1.3701	4.5833	660	0.4284	0.6058	0.4284	0.6546
1.3701	4.5972	662	0.4316	0.6210	0.4316	0.6569
1.3701	4.6111	664	0.4253	0.5804	0.4253	0.6521
1.3701	4.625	666	0.4764	0.4986	0.4764	0.6902
1.3701	4.6389	668	0.5049	0.4926	0.5049	0.7106
1.3701	4.6528	670	0.4727	0.5100	0.4727	0.6875
1.3701	4.6667	672	0.4236	0.5983	0.4236	0.6509
1.3701	4.6806	674	0.4840	0.6482	0.4840	0.6957
1.3701	4.6944	676	0.5984	0.6854	0.5984	0.7736
1.3701	4.7083	678	0.5947	0.6711	0.5947	0.7712
1.3701	4.7222	680	0.5154	0.6668	0.5154	0.7179
1.3701	4.7361	682	0.4419	0.6357	0.4419	0.6648
1.3701	4.75	684	0.3983	0.5650	0.3983	0.6311
1.3701	4.7639	686	0.4128	0.5449	0.4128	0.6425
1.3701	4.7778	688	0.4019	0.5493	0.4019	0.6340
1.3701	4.7917	690	0.3949	0.5864	0.3949	0.6284
1.3701	4.8056	692	0.4108	0.6052	0.4108	0.6410
1.3701	4.8194	694	0.4068	0.6068	0.4068	0.6378
1.3701	4.8333	696	0.4004	0.5797	0.4004	0.6327
1.3701	4.8472	698	0.4052	0.5800	0.4052	0.6366
1.3701	4.8611	700	0.4088	0.5922	0.4088	0.6394
1.3701	4.875	702	0.4197	0.6274	0.4197	0.6479
1.3701	4.8889	704	0.4698	0.6667	0.4698	0.6854
1.3701	4.9028	706	0.4760	0.6755	0.4760	0.6899
1.3701	4.9167	708	0.4523	0.6668	0.4523	0.6725
1.3701	4.9306	710	0.4397	0.6608	0.4397	0.6631
1.3701	4.9444	712	0.4611	0.6803	0.4611	0.6790
1.3701	4.9583	714	0.5101	0.6839	0.5101	0.7142
1.3701	4.9722	716	0.4968	0.6832	0.4968	0.7048
1.3701	4.9861	718	0.4635	0.6717	0.4635	0.6808
1.3701	5.0	720	0.4364	0.5983	0.4364	0.6606
1.3701	5.0139	722	0.4530	0.5392	0.4530	0.6730
1.3701	5.0278	724	0.4538	0.5349	0.4538	0.6737
1.3701	5.0417	726	0.4409	0.5754	0.4409	0.6640
1.3701	5.0556	728	0.4475	0.6393	0.4475	0.6689
1.3701	5.0694	730	0.4498	0.6399	0.4498	0.6707
1.3701	5.0833	732	0.4376	0.6209	0.4376	0.6615
1.3701	5.0972	734	0.4390	0.6254	0.4390	0.6626
1.3701	5.1111	736	0.4700	0.6424	0.4700	0.6856
1.3701	5.125	738	0.4889	0.6275	0.4889	0.6992
1.3701	5.1389	740	0.4631	0.6150	0.4631	0.6805
1.3701	5.1528	742	0.4313	0.6171	0.4313	0.6567
1.3701	5.1667	744	0.4261	0.5581	0.4261	0.6528
1.3701	5.1806	746	0.4427	0.5228	0.4427	0.6654
1.3701	5.1944	748	0.4367	0.5288	0.4367	0.6608
1.3701	5.2083	750	0.4261	0.5993	0.4261	0.6527
1.3701	5.2222	752	0.4917	0.6261	0.4917	0.7012
1.3701	5.2361	754	0.5349	0.6191	0.5349	0.7314
1.3701	5.25	756	0.4898	0.6083	0.4898	0.6999
1.3701	5.2639	758	0.4246	0.5903	0.4246	0.6516
1.3701	5.2778	760	0.4457	0.5170	0.4457	0.6676
1.3701	5.2917	762	0.4919	0.4823	0.4919	0.7014
1.3701	5.3056	764	0.4731	0.4967	0.4731	0.6878
1.3701	5.3194	766	0.4396	0.5312	0.4396	0.6631
1.3701	5.3333	768	0.4235	0.5860	0.4235	0.6508
1.3701	5.3472	770	0.4822	0.6099	0.4822	0.6944
1.3701	5.3611	772	0.5708	0.6276	0.5708	0.7555
1.3701	5.375	774	0.6156	0.6115	0.6156	0.7846
1.3701	5.3889	776	0.6174	0.6056	0.6174	0.7857
1.3701	5.4028	778	0.5215	0.6351	0.5215	0.7221
1.3701	5.4167	780	0.4462	0.6174	0.4462	0.6679
1.3701	5.4306	782	0.4337	0.6362	0.4337	0.6585
1.3701	5.4444	784	0.4265	0.5872	0.4265	0.6531
1.3701	5.4583	786	0.4403	0.5483	0.4403	0.6636
1.3701	5.4722	788	0.4553	0.5372	0.4553	0.6748
1.3701	5.4861	790	0.4477	0.5471	0.4477	0.6691
1.3701	5.5	792	0.4361	0.6146	0.4361	0.6603
1.3701	5.5139	794	0.4789	0.6263	0.4789	0.6920
1.3701	5.5278	796	0.5570	0.6156	0.5570	0.7463
1.3701	5.5417	798	0.5463	0.6201	0.5463	0.7391
1.3701	5.5556	800	0.4727	0.6361	0.4727	0.6876
1.3701	5.5694	802	0.4329	0.5903	0.4329	0.6579
1.3701	5.5833	804	0.4479	0.5467	0.4479	0.6693
1.3701	5.5972	806	0.4646	0.5150	0.4646	0.6816
1.3701	5.6111	808	0.4472	0.5404	0.4472	0.6687
1.3701	5.625	810	0.4266	0.5844	0.4266	0.6532
1.3701	5.6389	812	0.4587	0.6348	0.4587	0.6773
1.3701	5.6528	814	0.4785	0.6368	0.4785	0.6917
1.3701	5.6667	816	0.4710	0.6404	0.4710	0.6863
1.3701	5.6806	818	0.4566	0.6397	0.4566	0.6757
1.3701	5.6944	820	0.4319	0.6289	0.4319	0.6572
1.3701	5.7083	822	0.4139	0.5624	0.4139	0.6433
1.3701	5.7222	824	0.4174	0.5493	0.4174	0.6461
1.3701	5.7361	826	0.4139	0.5694	0.4139	0.6434
1.3701	5.75	828	0.4604	0.6354	0.4604	0.6785
1.3701	5.7639	830	0.5399	0.6425	0.5399	0.7348
1.3701	5.7778	832	0.5611	0.6472	0.5611	0.7491
1.3701	5.7917	834	0.5122	0.6429	0.5122	0.7157
1.3701	5.8056	836	0.4373	0.6137	0.4373	0.6613
1.3701	5.8194	838	0.4256	0.5388	0.4256	0.6524
1.3701	5.8333	840	0.4457	0.5205	0.4457	0.6676
1.3701	5.8472	842	0.4299	0.5419	0.4299	0.6557
1.3701	5.8611	844	0.4279	0.5884	0.4279	0.6541
1.3701	5.875	846	0.4626	0.6441	0.4626	0.6802
1.3701	5.8889	848	0.4956	0.6634	0.4956	0.7040
1.3701	5.9028	850	0.4849	0.6640	0.4849	0.6964
1.3701	5.9167	852	0.4669	0.6540	0.4669	0.6833
1.3701	5.9306	854	0.4483	0.6356	0.4483	0.6696
1.3701	5.9444	856	0.4409	0.6195	0.4409	0.6640
1.3701	5.9583	858	0.4697	0.6608	0.4697	0.6853
1.3701	5.9722	860	0.5363	0.6588	0.5363	0.7323
1.3701	5.9861	862	0.5240	0.6624	0.5240	0.7239
1.3701	6.0	864	0.5127	0.6654	0.5127	0.7160
1.3701	6.0139	866	0.5051	0.6681	0.5051	0.7107
1.3701	6.0278	868	0.4755	0.6610	0.4755	0.6895
1.3701	6.0417	870	0.4601	0.6560	0.4601	0.6783
1.3701	6.0556	872	0.4598	0.6396	0.4598	0.6781
1.3701	6.0694	874	0.4642	0.6419	0.4642	0.6813
1.3701	6.0833	876	0.4619	0.6393	0.4619	0.6796
1.3701	6.0972	878	0.4604	0.6277	0.4604	0.6785
1.3701	6.1111	880	0.4653	0.6447	0.4653	0.6822
1.3701	6.125	882	0.4772	0.6555	0.4772	0.6908
1.3701	6.1389	884	0.4727	0.6508	0.4727	0.6875
1.3701	6.1528	886	0.4687	0.6356	0.4687	0.6846
1.3701	6.1667	888	0.4815	0.6548	0.4815	0.6939
1.3701	6.1806	890	0.5238	0.6691	0.5238	0.7237
1.3701	6.1944	892	0.5305	0.6658	0.5305	0.7283
1.3701	6.2083	894	0.4950	0.6525	0.4950	0.7036
1.3701	6.2222	896	0.4775	0.6068	0.4775	0.6910
1.3701	6.2361	898	0.4863	0.5636	0.4863	0.6974
1.3701	6.25	900	0.4821	0.5720	0.4821	0.6943
1.3701	6.2639	902	0.4726	0.5872	0.4726	0.6874
1.3701	6.2778	904	0.4706	0.5827	0.4706	0.6860
1.3701	6.2917	906	0.4713	0.5747	0.4713	0.6865
1.3701	6.3056	908	0.4977	0.5291	0.4977	0.7055
1.3701	6.3194	910	0.5204	0.4988	0.5204	0.7214
1.3701	6.3333	912	0.5058	0.5103	0.5058	0.7112
1.3701	6.3472	914	0.4690	0.5657	0.4690	0.6848
1.3701	6.3611	916	0.4936	0.6462	0.4936	0.7025
1.3701	6.375	918	0.5619	0.6665	0.5619	0.7496
1.3701	6.3889	920	0.5963	0.6640	0.5963	0.7722
1.3701	6.4028	922	0.5921	0.6618	0.5921	0.7695
1.3701	6.4167	924	0.5412	0.6650	0.5412	0.7357
1.3701	6.4306	926	0.4845	0.6426	0.4845	0.6960
1.3701	6.4444	928	0.4742	0.6290	0.4742	0.6886
1.3701	6.4583	930	0.4721	0.6265	0.4721	0.6871
1.3701	6.4722	932	0.4942	0.6527	0.4942	0.7030
1.3701	6.4861	934	0.5442	0.6659	0.5442	0.7377
1.3701	6.5	936	0.5819	0.6698	0.5819	0.7628
1.3701	6.5139	938	0.5646	0.6630	0.5646	0.7514
1.3701	6.5278	940	0.5090	0.6561	0.5090	0.7135
1.3701	6.5417	942	0.4870	0.6402	0.4870	0.6979
1.3701	6.5556	944	0.4824	0.6331	0.4824	0.6945
1.3701	6.5694	946	0.4822	0.6359	0.4822	0.6944
1.3701	6.5833	948	0.4963	0.6456	0.4963	0.7045
1.3701	6.5972	950	0.4927	0.6430	0.4927	0.7020
1.3701	6.6111	952	0.4758	0.6223	0.4758	0.6898
1.3701	6.625	954	0.4750	0.5994	0.4750	0.6892
1.3701	6.6389	956	0.4776	0.6006	0.4776	0.6911
1.3701	6.6528	958	0.4772	0.6039	0.4772	0.6908
1.3701	6.6667	960	0.4785	0.6235	0.4785	0.6917
1.3701	6.6806	962	0.4884	0.6389	0.4884	0.6988
1.3701	6.6944	964	0.4817	0.6342	0.4817	0.6940
1.3701	6.7083	966	0.4687	0.6126	0.4687	0.6846
1.3701	6.7222	968	0.4687	0.6090	0.4687	0.6846
1.3701	6.7361	970	0.4753	0.6198	0.4753	0.6894
1.3701	6.75	972	0.4883	0.6475	0.4883	0.6987
1.3701	6.7639	974	0.4946	0.6583	0.4946	0.7033
1.3701	6.7778	976	0.4935	0.6492	0.4935	0.7025
1.3701	6.7917	978	0.5141	0.6581	0.5141	0.7170
1.3701	6.8056	980	0.5267	0.6631	0.5267	0.7258
1.3701	6.8194	982	0.5164	0.6531	0.5164	0.7186
1.3701	6.8333	984	0.5021	0.6504	0.5021	0.7086
1.3701	6.8472	986	0.4942	0.6312	0.4942	0.7030
1.3701	6.8611	988	0.4856	0.6187	0.4856	0.6968
1.3701	6.875	990	0.4817	0.5861	0.4817	0.6940
1.3701	6.8889	992	0.4823	0.6095	0.4823	0.6945
1.3701	6.9028	994	0.4858	0.6225	0.4858	0.6970
1.3701	6.9167	996	0.4831	0.6107	0.4831	0.6951
1.3701	6.9306	998	0.4810	0.5973	0.4810	0.6935
1.0522	6.9444	1000	0.4818	0.5912	0.4818	0.6941
1.0522	6.9583	1002	0.4834	0.5873	0.4834	0.6953
1.0522	6.9722	1004	0.4872	0.6341	0.4872	0.6980
1.0522	6.9861	1006	0.5059	0.6483	0.5059	0.7113
1.0522	7.0	1008	0.5334	0.6630	0.5334	0.7304
1.0522	7.0139	1010	0.5491	0.6767	0.5491	0.7410
1.0522	7.0278	1012	0.5320	0.6631	0.5320	0.7294
1.0522	7.0417	1014	0.4952	0.6492	0.4952	0.7037
1.0522	7.0556	1016	0.4843	0.6369	0.4843	0.6959
1.0522	7.0694	1018	0.4855	0.6391	0.4855	0.6968
1.0522	7.0833	1020	0.4832	0.6458	0.4832	0.6951
1.0522	7.0972	1022	0.4798	0.6179	0.4798	0.6926
1.0522	7.1111	1024	0.4812	0.6157	0.4812	0.6937
1.0522	7.125	1026	0.4893	0.6371	0.4893	0.6995
1.0522	7.1389	1028	0.5274	0.6734	0.5274	0.7262
1.0522	7.1528	1030	0.5760	0.6722	0.5760	0.7589
1.0522	7.1667	1032	0.6036	0.6744	0.6036	0.7769
1.0522	7.1806	1034	0.5683	0.6687	0.5683	0.7539
1.0522	7.1944	1036	0.5303	0.6690	0.5303	0.7282
1.0522	7.2083	1038	0.4847	0.6433	0.4847	0.6962
1.0522	7.2222	1040	0.4724	0.6053	0.4724	0.6873
1.0522	7.2361	1042	0.4729	0.6130	0.4729	0.6876
1.0522	7.25	1044	0.4916	0.6329	0.4916	0.7011
1.0522	7.2639	1046	0.5212	0.6549	0.5212	0.7220
1.0522	7.2778	1048	0.5457	0.6488	0.5457	0.7387
1.0522	7.2917	1050	0.5260	0.6566	0.5260	0.7252
1.0522	7.3056	1052	0.5142	0.6547	0.5142	0.7171
1.0522	7.3194	1054	0.5177	0.6507	0.5177	0.7195
1.0522	7.3333	1056	0.5251	0.6483	0.5251	0.7246
1.0522	7.3472	1058	0.5449	0.6617	0.5449	0.7382
1.0522	7.3611	1060	0.5622	0.6671	0.5622	0.7498
1.0522	7.375	1062	0.5567	0.6701	0.5567	0.7461
1.0522	7.3889	1064	0.5653	0.6740	0.5653	0.7519
1.0522	7.4028	1066	0.5607	0.6781	0.5607	0.7488
1.0522	7.4167	1068	0.5407	0.6732	0.5407	0.7353
1.0522	7.4306	1070	0.5088	0.6603	0.5088	0.7133
1.0522	7.4444	1072	0.5064	0.6662	0.5064	0.7116
1.0522	7.4583	1074	0.5261	0.6680	0.5261	0.7253
1.0522	7.4722	1076	0.5335	0.6694	0.5335	0.7304
1.0522	7.4861	1078	0.5384	0.6698	0.5384	0.7338
1.0522	7.5	1080	0.5503	0.6638	0.5503	0.7419
1.0522	7.5139	1082	0.5439	0.6668	0.5439	0.7375
1.0522	7.5278	1084	0.5588	0.6663	0.5588	0.7475
1.0522	7.5417	1086	0.5480	0.6664	0.5480	0.7403
1.0522	7.5556	1088	0.5322	0.6525	0.5322	0.7295
1.0522	7.5694	1090	0.4975	0.6534	0.4975	0.7053
1.0522	7.5833	1092	0.4850	0.6151	0.4850	0.6964
1.0522	7.5972	1094	0.4866	0.6187	0.4866	0.6975
1.0522	7.6111	1096	0.5005	0.6478	0.5005	0.7075
1.0522	7.625	1098	0.5398	0.6537	0.5398	0.7347
1.0522	7.6389	1100	0.5616	0.6567	0.5616	0.7494
1.0522	7.6528	1102	0.5680	0.6583	0.5680	0.7537
1.0522	7.6667	1104	0.5398	0.6603	0.5398	0.7347
1.0522	7.6806	1106	0.5206	0.6563	0.5206	0.7215
1.0522	7.6944	1108	0.5192	0.6552	0.5192	0.7205
1.0522	7.7083	1110	0.5262	0.6528	0.5262	0.7254
1.0522	7.7222	1112	0.5217	0.6531	0.5217	0.7223
1.0522	7.7361	1114	0.5220	0.6510	0.5220	0.7225
1.0522	7.75	1116	0.5186	0.6525	0.5186	0.7201
1.0522	7.7639	1118	0.5259	0.6533	0.5259	0.7252
1.0522	7.7778	1120	0.5223	0.6545	0.5223	0.7227
1.0522	7.7917	1122	0.5214	0.6555	0.5214	0.7221
1.0522	7.8056	1124	0.5244	0.6571	0.5244	0.7242
1.0522	7.8194	1126	0.5247	0.6490	0.5247	0.7243
1.0522	7.8333	1128	0.5376	0.6561	0.5376	0.7332
1.0522	7.8472	1130	0.5401	0.6547	0.5401	0.7349
1.0522	7.8611	1132	0.5158	0.6543	0.5158	0.7182
1.0522	7.875	1134	0.4905	0.6285	0.4905	0.7004
1.0522	7.8889	1136	0.4850	0.6100	0.4850	0.6964
1.0522	7.9028	1138	0.4863	0.6220	0.4863	0.6974
1.0522	7.9167	1140	0.4903	0.6235	0.4903	0.7002
1.0522	7.9306	1142	0.5040	0.6293	0.5040	0.7099
1.0522	7.9444	1144	0.5262	0.6500	0.5262	0.7254
1.0522	7.9583	1146	0.5439	0.6530	0.5439	0.7375
1.0522	7.9722	1148	0.5660	0.6554	0.5660	0.7523
1.0522	7.9861	1150	0.5532	0.6608	0.5532	0.7437
1.0522	8.0	1152	0.5393	0.6604	0.5393	0.7344
1.0522	8.0139	1154	0.5343	0.6627	0.5343	0.7309
1.0522	8.0278	1156	0.5344	0.6621	0.5344	0.7310
1.0522	8.0417	1158	0.5387	0.6594	0.5387	0.7339
1.0522	8.0556	1160	0.5437	0.6591	0.5437	0.7373
1.0522	8.0694	1162	0.5360	0.6650	0.5360	0.7321
1.0522	8.0833	1164	0.5319	0.6622	0.5319	0.7293
1.0522	8.0972	1166	0.5349	0.6671	0.5349	0.7314
1.0522	8.1111	1168	0.5346	0.6591	0.5346	0.7311
1.0522	8.125	1170	0.5262	0.6500	0.5262	0.7254
1.0522	8.1389	1172	0.5285	0.6512	0.5285	0.7269
1.0522	8.1528	1174	0.5329	0.6589	0.5329	0.7300
1.0522	8.1667	1176	0.5278	0.6587	0.5278	0.7265
1.0522	8.1806	1178	0.5120	0.6495	0.5120	0.7155
1.0522	8.1944	1180	0.4979	0.6455	0.4979	0.7056
1.0522	8.2083	1182	0.4855	0.6125	0.4855	0.6968
1.0522	8.2222	1184	0.4784	0.6064	0.4784	0.6917
1.0522	8.2361	1186	0.4909	0.5457	0.4909	0.7007
1.0522	8.25	1188	0.5088	0.5154	0.5088	0.7133
1.0522	8.2639	1190	0.5001	0.5264	0.5001	0.7072
1.0522	8.2778	1192	0.4843	0.5714	0.4843	0.6959
1.0522	8.2917	1194	0.4860	0.6234	0.4860	0.6971
1.0522	8.3056	1196	0.5034	0.6335	0.5034	0.7095
1.0522	8.3194	1198	0.5084	0.6409	0.5084	0.7130
1.0522	8.3333	1200	0.4977	0.6326	0.4977	0.7055
1.0522	8.3472	1202	0.4906	0.6198	0.4906	0.7004
1.0522	8.3611	1204	0.4870	0.6162	0.4870	0.6978
1.0522	8.375	1206	0.4860	0.6089	0.4860	0.6971
1.0522	8.3889	1208	0.4865	0.6207	0.4865	0.6975
1.0522	8.4028	1210	0.4919	0.6251	0.4919	0.7014
1.0522	8.4167	1212	0.4992	0.6343	0.4992	0.7065
1.0522	8.4306	1214	0.5107	0.6464	0.5107	0.7146
1.0522	8.4444	1216	0.5095	0.6458	0.5095	0.7138
1.0522	8.4583	1218	0.4996	0.6340	0.4996	0.7068
1.0522	8.4722	1220	0.4988	0.6301	0.4988	0.7063
1.0522	8.4861	1222	0.5044	0.6386	0.5044	0.7102
1.0522	8.5	1224	0.5145	0.6488	0.5145	0.7173
1.0522	8.5139	1226	0.5175	0.6530	0.5175	0.7194
1.0522	8.5278	1228	0.5123	0.6468	0.5123	0.7157
1.0522	8.5417	1230	0.5036	0.6338	0.5036	0.7096
1.0522	8.5556	1232	0.5018	0.6322	0.5018	0.7084
1.0522	8.5694	1234	0.5052	0.6366	0.5052	0.7107
1.0522	8.5833	1236	0.5124	0.6423	0.5124	0.7158
1.0522	8.5972	1238	0.5316	0.6497	0.5316	0.7291
1.0522	8.6111	1240	0.5550	0.6571	0.5550	0.7450
1.0522	8.625	1242	0.5565	0.6583	0.5565	0.7460
1.0522	8.6389	1244	0.5512	0.6571	0.5512	0.7424
1.0522	8.6528	1246	0.5299	0.6475	0.5299	0.7280
1.0522	8.6667	1248	0.5052	0.6533	0.5052	0.7107
1.0522	8.6806	1250	0.4922	0.6271	0.4922	0.7015
1.0522	8.6944	1252	0.4889	0.6282	0.4889	0.6992
1.0522	8.7083	1254	0.4928	0.6282	0.4928	0.7020
1.0522	8.7222	1256	0.5026	0.6511	0.5026	0.7089
1.0522	8.7361	1258	0.5191	0.6497	0.5191	0.7205
1.0522	8.75	1260	0.5412	0.6576	0.5412	0.7357
1.0522	8.7639	1262	0.5665	0.6641	0.5665	0.7527
1.0522	8.7778	1264	0.5845	0.6631	0.5845	0.7646
1.0522	8.7917	1266	0.5969	0.6579	0.5969	0.7726
1.0522	8.8056	1268	0.5939	0.6626	0.5939	0.7706
1.0522	8.8194	1270	0.5707	0.6580	0.5707	0.7555
1.0522	8.8333	1272	0.5412	0.6599	0.5412	0.7357
1.0522	8.8472	1274	0.5301	0.6556	0.5301	0.7281
1.0522	8.8611	1276	0.5270	0.6521	0.5270	0.7260
1.0522	8.875	1278	0.5297	0.6568	0.5297	0.7278
1.0522	8.8889	1280	0.5385	0.6604	0.5385	0.7338
1.0522	8.9028	1282	0.5440	0.6573	0.5440	0.7376
1.0522	8.9167	1284	0.5381	0.6616	0.5381	0.7336
1.0522	8.9306	1286	0.5237	0.6491	0.5237	0.7237
1.0522	8.9444	1288	0.5092	0.6461	0.5092	0.7136
1.0522	8.9583	1290	0.4976	0.6269	0.4976	0.7054
1.0522	8.9722	1292	0.4924	0.6174	0.4924	0.7017
1.0522	8.9861	1294	0.4909	0.6022	0.4909	0.7006
1.0522	9.0	1296	0.4919	0.6116	0.4919	0.7013
1.0522	9.0139	1298	0.4945	0.6254	0.4945	0.7032
1.0522	9.0278	1300	0.5039	0.6383	0.5039	0.7099
1.0522	9.0417	1302	0.5173	0.6437	0.5173	0.7192
1.0522	9.0556	1304	0.5186	0.6460	0.5186	0.7201
1.0522	9.0694	1306	0.5158	0.6410	0.5158	0.7182
1.0522	9.0833	1308	0.5105	0.6415	0.5105	0.7145
1.0522	9.0972	1310	0.5084	0.6351	0.5084	0.7130
1.0522	9.1111	1312	0.5135	0.6409	0.5135	0.7166
1.0522	9.125	1314	0.5201	0.6451	0.5201	0.7212
1.0522	9.1389	1316	0.5240	0.6463	0.5240	0.7239
1.0522	9.1528	1318	0.5214	0.6410	0.5214	0.7221
1.0522	9.1667	1320	0.5179	0.6374	0.5179	0.7196
1.0522	9.1806	1322	0.5166	0.6373	0.5166	0.7187
1.0522	9.1944	1324	0.5138	0.6373	0.5138	0.7168
1.0522	9.2083	1326	0.5161	0.6374	0.5161	0.7184
1.0522	9.2222	1328	0.5209	0.6386	0.5209	0.7217
1.0522	9.2361	1330	0.5284	0.6425	0.5284	0.7269
1.0522	9.25	1332	0.5338	0.6431	0.5338	0.7306
1.0522	9.2639	1334	0.5410	0.6427	0.5410	0.7355
1.0522	9.2778	1336	0.5433	0.6469	0.5433	0.7371
1.0522	9.2917	1338	0.5430	0.6427	0.5430	0.7369
1.0522	9.3056	1340	0.5480	0.6431	0.5480	0.7402
1.0522	9.3194	1342	0.5516	0.6467	0.5516	0.7427
1.0522	9.3333	1344	0.5574	0.6497	0.5574	0.7466
1.0522	9.3472	1346	0.5595	0.6551	0.5595	0.7480
1.0522	9.3611	1348	0.5588	0.6551	0.5588	0.7475
1.0522	9.375	1350	0.5583	0.6551	0.5583	0.7472
1.0522	9.3889	1352	0.5522	0.6511	0.5522	0.7431
1.0522	9.4028	1354	0.5427	0.6508	0.5427	0.7367
1.0522	9.4167	1356	0.5317	0.6469	0.5317	0.7292
1.0522	9.4306	1358	0.5224	0.6368	0.5224	0.7227
1.0522	9.4444	1360	0.5134	0.6301	0.5134	0.7165
1.0522	9.4583	1362	0.5052	0.6239	0.5052	0.7108
1.0522	9.4722	1364	0.5021	0.6229	0.5021	0.7086
1.0522	9.4861	1366	0.5030	0.6253	0.5030	0.7092
1.0522	9.5	1368	0.5063	0.6256	0.5063	0.7115
1.0522	9.5139	1370	0.5106	0.6337	0.5106	0.7146
1.0522	9.5278	1372	0.5182	0.6371	0.5182	0.7199
1.0522	9.5417	1374	0.5252	0.6394	0.5252	0.7247
1.0522	9.5556	1376	0.5269	0.6436	0.5269	0.7259
1.0522	9.5694	1378	0.5282	0.6479	0.5282	0.7267
1.0522	9.5833	1380	0.5270	0.6436	0.5270	0.7260
1.0522	9.5972	1382	0.5258	0.6436	0.5258	0.7251
1.0522	9.6111	1384	0.5247	0.6436	0.5247	0.7243
1.0522	9.625	1386	0.5221	0.6341	0.5221	0.7226
1.0522	9.6389	1388	0.5190	0.6368	0.5190	0.7204
1.0522	9.6528	1390	0.5171	0.6345	0.5171	0.7191
1.0522	9.6667	1392	0.5170	0.6333	0.5170	0.7190
1.0522	9.6806	1394	0.5166	0.6347	0.5166	0.7187
1.0522	9.6944	1396	0.5151	0.6336	0.5151	0.7177
1.0522	9.7083	1398	0.5147	0.6336	0.5147	0.7174
1.0522	9.7222	1400	0.5161	0.6333	0.5161	0.7184
1.0522	9.7361	1402	0.5174	0.6333	0.5174	0.7193
1.0522	9.75	1404	0.5184	0.6345	0.5184	0.7200
1.0522	9.7639	1406	0.5183	0.6333	0.5183	0.7199
1.0522	9.7778	1408	0.5174	0.6333	0.5174	0.7193
1.0522	9.7917	1410	0.5156	0.6340	0.5156	0.7180
1.0522	9.8056	1412	0.5134	0.6324	0.5134	0.7166
1.0522	9.8194	1414	0.5119	0.6331	0.5119	0.7154
1.0522	9.8333	1416	0.5116	0.6331	0.5116	0.7153
1.0522	9.8472	1418	0.5116	0.6331	0.5116	0.7153
1.0522	9.8611	1420	0.5121	0.6331	0.5121	0.7156
1.0522	9.875	1422	0.5116	0.6331	0.5116	0.7152
1.0522	9.8889	1424	0.5103	0.6330	0.5103	0.7143
1.0522	9.9028	1426	0.5091	0.6330	0.5091	0.7135
1.0522	9.9167	1428	0.5088	0.6318	0.5088	0.7133
1.0522	9.9306	1430	0.5089	0.6318	0.5089	0.7134
1.0522	9.9444	1432	0.5088	0.6318	0.5088	0.7133
1.0522	9.9583	1434	0.5086	0.6296	0.5086	0.7132
1.0522	9.9722	1436	0.5087	0.6318	0.5087	0.7133
1.0522	9.9861	1438	0.5087	0.6318	0.5087	0.7132
1.0522	10.0	1440	0.5087	0.6318	0.5087	0.7132

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
License: apache-2.0
Created: Nov 9, 2024
Updated: Nov 9, 2024