ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k40_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k40_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k40_task1_organization is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

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

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Dec 4, 2024
Updated: Dec 4, 2024
SHA: bf6754b5

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k40_task1_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.6328
Qwk: 0.6405
Mse: 0.6328
Rmse: 0.7955

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	0.0060	2	4.6659	-0.0151	4.6659	2.1601
No log	0.0120	4	2.7816	0.0540	2.7816	1.6678
No log	0.0180	6	1.6177	0.1117	1.6177	1.2719
No log	0.0240	8	1.1683	0.2189	1.1683	1.0809
No log	0.0299	10	1.1643	0.1984	1.1643	1.0790
No log	0.0359	12	1.5007	0.1341	1.5007	1.2250
No log	0.0419	14	1.7175	0.1555	1.7175	1.3105
No log	0.0479	16	1.7334	0.1986	1.7334	1.3166
No log	0.0539	18	1.3098	0.1333	1.3098	1.1445
No log	0.0599	20	1.1352	0.3717	1.1352	1.0655
No log	0.0659	22	1.2818	0.2960	1.2818	1.1322
No log	0.0719	24	1.9651	0.2573	1.9651	1.4018
No log	0.0778	26	1.7755	0.2573	1.7755	1.3325
No log	0.0838	28	1.4222	0.2721	1.4222	1.1925
No log	0.0898	30	1.1328	0.3444	1.1328	1.0643
No log	0.0958	32	1.4733	0.3324	1.4733	1.2138
No log	0.1018	34	1.5665	0.2693	1.5665	1.2516
No log	0.1078	36	1.4016	0.3553	1.4016	1.1839
No log	0.1138	38	1.2030	0.3992	1.2030	1.0968
No log	0.1198	40	1.3788	0.3538	1.3788	1.1742
No log	0.1257	42	0.8955	0.5580	0.8955	0.9463
No log	0.1317	44	0.7676	0.5872	0.7676	0.8761
No log	0.1377	46	0.7978	0.6451	0.7978	0.8932
No log	0.1437	48	1.1541	0.5308	1.1541	1.0743
No log	0.1497	50	1.4043	0.5263	1.4043	1.1850
No log	0.1557	52	1.1631	0.5824	1.1631	1.0785
No log	0.1617	54	1.0991	0.5882	1.0991	1.0484
No log	0.1677	56	0.8931	0.6836	0.8931	0.9450
No log	0.1737	58	1.1337	0.6160	1.1337	1.0647
No log	0.1796	60	1.2540	0.5799	1.2540	1.1198
No log	0.1856	62	1.7921	0.3828	1.7921	1.3387
No log	0.1916	64	2.6895	0.3000	2.6895	1.6400
No log	0.1976	66	2.8253	0.2895	2.8253	1.6809
No log	0.2036	68	2.3216	0.3258	2.3216	1.5237
No log	0.2096	70	1.9219	0.2792	1.9219	1.3863
No log	0.2156	72	1.5493	0.3556	1.5493	1.2447
No log	0.2216	74	1.5466	0.3157	1.5466	1.2436
No log	0.2275	76	1.4738	0.3347	1.4738	1.2140
No log	0.2335	78	1.3327	0.3571	1.3327	1.1544
No log	0.2395	80	1.3916	0.3347	1.3916	1.1796
No log	0.2455	82	1.3166	0.3571	1.3166	1.1474
No log	0.2515	84	1.5341	0.3111	1.5341	1.2386
No log	0.2575	86	1.4848	0.3282	1.4848	1.2185
No log	0.2635	88	1.1718	0.4609	1.1718	1.0825
No log	0.2695	90	1.4280	0.4507	1.4280	1.1950
No log	0.2754	92	2.0740	0.4188	2.0740	1.4401
No log	0.2814	94	2.0107	0.375	2.0107	1.4180
No log	0.2874	96	1.2087	0.4655	1.2087	1.0994
No log	0.2934	98	0.8115	0.5541	0.8115	0.9008
No log	0.2994	100	0.7802	0.5541	0.7802	0.8833
No log	0.3054	102	1.0407	0.5295	1.0407	1.0202
No log	0.3114	104	1.3421	0.4404	1.3421	1.1585
No log	0.3174	106	1.1377	0.5257	1.1377	1.0666
No log	0.3234	108	0.7988	0.5727	0.7988	0.8938
No log	0.3293	110	0.8330	0.5727	0.8330	0.9127
No log	0.3353	112	1.3900	0.5296	1.3900	1.1790
No log	0.3413	114	2.5028	0.3151	2.5028	1.5820
No log	0.3473	116	2.5738	0.3194	2.5738	1.6043
No log	0.3533	118	2.0206	0.3455	2.0206	1.4215
No log	0.3593	120	1.3098	0.5876	1.3098	1.1445
No log	0.3653	122	1.1249	0.5122	1.1249	1.0606
No log	0.3713	124	1.3261	0.5534	1.3261	1.1516
No log	0.3772	126	1.8568	0.3867	1.8568	1.3626
No log	0.3832	128	1.9755	0.3867	1.9755	1.4055
No log	0.3892	130	1.4998	0.4460	1.4998	1.2247
No log	0.3952	132	0.9451	0.5909	0.9451	0.9722
No log	0.4012	134	0.8125	0.6293	0.8125	0.9014
No log	0.4072	136	0.7961	0.6300	0.7961	0.8922
No log	0.4132	138	0.8625	0.6260	0.8625	0.9287
No log	0.4192	140	0.7589	0.6429	0.7589	0.8711
No log	0.4251	142	0.6083	0.7065	0.6083	0.7799
No log	0.4311	144	0.6788	0.6918	0.6788	0.8239
No log	0.4371	146	0.9169	0.6351	0.9169	0.9575
No log	0.4431	148	0.8143	0.6386	0.8143	0.9024
No log	0.4491	150	0.7523	0.6698	0.7523	0.8674
No log	0.4551	152	0.9106	0.6129	0.9106	0.9542
No log	0.4611	154	1.1654	0.4501	1.1654	1.0795
No log	0.4671	156	1.3769	0.4615	1.3769	1.1734
No log	0.4731	158	1.1478	0.5572	1.1478	1.0713
No log	0.4790	160	1.0196	0.6354	1.0196	1.0097
No log	0.4850	162	1.1858	0.5491	1.1858	1.0889
No log	0.4910	164	1.2098	0.5318	1.2098	1.0999
No log	0.4970	166	1.3478	0.5103	1.3478	1.1609
No log	0.5030	168	1.0612	0.6010	1.0612	1.0302
No log	0.5090	170	0.7017	0.6599	0.7017	0.8377
No log	0.5150	172	0.6470	0.6305	0.6470	0.8044
No log	0.5210	174	0.8517	0.5955	0.8517	0.9229
No log	0.5269	176	1.1632	0.4934	1.1632	1.0785
No log	0.5329	178	1.4482	0.5091	1.4482	1.2034
No log	0.5389	180	1.1642	0.5287	1.1642	1.0790
No log	0.5449	182	0.7784	0.6777	0.7784	0.8823
No log	0.5509	184	0.7615	0.6777	0.7615	0.8726
No log	0.5569	186	0.8968	0.6150	0.8968	0.9470
No log	0.5629	188	1.0038	0.5322	1.0038	1.0019
No log	0.5689	190	0.8923	0.5840	0.8923	0.9446
No log	0.5749	192	0.7010	0.6941	0.7010	0.8373
No log	0.5808	194	0.6879	0.712	0.6879	0.8294
No log	0.5868	196	0.7891	0.7034	0.7891	0.8883
No log	0.5928	198	0.7353	0.7128	0.7353	0.8575
No log	0.5988	200	0.6540	0.7399	0.6540	0.8087
No log	0.6048	202	0.6786	0.7156	0.6786	0.8238
No log	0.6108	204	0.6480	0.7531	0.6480	0.8050
No log	0.6168	206	0.7854	0.6834	0.7854	0.8863
No log	0.6228	208	0.7100	0.7114	0.7100	0.8426
No log	0.6287	210	0.6558	0.7024	0.6558	0.8098
No log	0.6347	212	0.5759	0.7324	0.5759	0.7589
No log	0.6407	214	0.5634	0.7141	0.5634	0.7506
No log	0.6467	216	0.5596	0.7141	0.5596	0.7481
No log	0.6527	218	0.6609	0.7473	0.6609	0.8130
No log	0.6587	220	0.6965	0.7280	0.6965	0.8346
No log	0.6647	222	0.8778	0.6097	0.8778	0.9369
No log	0.6707	224	0.9418	0.5361	0.9418	0.9705
No log	0.6766	226	0.8006	0.6173	0.8006	0.8947
No log	0.6826	228	0.6581	0.6099	0.6581	0.8113
No log	0.6886	230	0.6296	0.5857	0.6296	0.7935
No log	0.6946	232	0.6444	0.6601	0.6444	0.8027
No log	0.7006	234	0.8068	0.6649	0.8068	0.8982
No log	0.7066	236	1.0321	0.5630	1.0321	1.0159
No log	0.7126	238	1.0324	0.5918	1.0324	1.0161
No log	0.7186	240	0.7834	0.6809	0.7834	0.8851
No log	0.7246	242	0.5905	0.7258	0.5905	0.7684
No log	0.7305	244	0.6214	0.6389	0.6214	0.7883
No log	0.7365	246	0.5996	0.6717	0.5996	0.7744
No log	0.7425	248	0.6424	0.6897	0.6424	0.8015
No log	0.7485	250	0.9662	0.5152	0.9662	0.9830
No log	0.7545	252	1.2619	0.4808	1.2619	1.1233
No log	0.7605	254	1.2044	0.4375	1.2044	1.0975
No log	0.7665	256	1.0489	0.4864	1.0489	1.0242
No log	0.7725	258	0.9505	0.5424	0.9505	0.9750
No log	0.7784	260	1.0145	0.5152	1.0145	1.0072
No log	0.7844	262	1.3154	0.4897	1.3154	1.1469
No log	0.7904	264	1.3401	0.4897	1.3401	1.1576
No log	0.7964	266	1.0034	0.5618	1.0034	1.0017
No log	0.8024	268	0.9104	0.5161	0.9104	0.9541
No log	0.8084	270	0.8407	0.5874	0.8407	0.9169
No log	0.8144	272	0.7671	0.6316	0.7671	0.8759
No log	0.8204	274	0.8082	0.5733	0.8082	0.8990
No log	0.8263	276	0.7405	0.6316	0.7405	0.8605
No log	0.8323	278	0.7995	0.5733	0.7995	0.8941
No log	0.8383	280	1.0427	0.5545	1.0427	1.0211
No log	0.8443	282	1.2812	0.4831	1.2812	1.1319
No log	0.8503	284	1.1666	0.4752	1.1666	1.0801
No log	0.8563	286	0.8505	0.5808	0.8505	0.9222
No log	0.8623	288	0.7094	0.6860	0.7094	0.8422
No log	0.8683	290	0.6776	0.6860	0.6776	0.8231
No log	0.8743	292	0.6591	0.6672	0.6591	0.8119
No log	0.8802	294	0.7547	0.6316	0.7547	0.8687
No log	0.8862	296	0.8543	0.6092	0.8543	0.9243
No log	0.8922	298	0.8261	0.5874	0.8261	0.9089
No log	0.8982	300	0.7106	0.6720	0.7106	0.8430
No log	0.9042	302	0.7231	0.6720	0.7231	0.8504
No log	0.9102	304	0.7658	0.6548	0.7658	0.8751
No log	0.9162	306	0.8592	0.5489	0.8592	0.9269
No log	0.9222	308	0.8969	0.5638	0.8969	0.9471
No log	0.9281	310	0.9503	0.5735	0.9503	0.9748
No log	0.9341	312	0.8795	0.5887	0.8795	0.9378
No log	0.9401	314	0.6607	0.7017	0.6607	0.8128
No log	0.9461	316	0.5804	0.6497	0.5804	0.7619
No log	0.9521	318	0.5840	0.6622	0.5840	0.7642
No log	0.9581	320	0.6507	0.7	0.6507	0.8067
No log	0.9641	322	1.0077	0.5308	1.0077	1.0038
No log	0.9701	324	1.3289	0.4884	1.3289	1.1528
No log	0.9760	326	1.2777	0.5172	1.2777	1.1304
No log	0.9820	328	1.1575	0.5510	1.1575	1.0759
No log	0.9880	330	0.8714	0.6097	0.8714	0.9335
No log	0.9940	332	0.6381	0.7	0.6381	0.7988
No log	1.0	334	0.6057	0.7080	0.6057	0.7783
No log	1.0060	336	0.6757	0.6860	0.6757	0.8220
No log	1.0120	338	0.9076	0.6029	0.9076	0.9527
No log	1.0180	340	1.0837	0.5549	1.0837	1.0410
No log	1.0240	342	1.1698	0.5032	1.1698	1.0816
No log	1.0299	344	1.0005	0.5593	1.0005	1.0003
No log	1.0359	346	0.7345	0.6579	0.7345	0.8570
No log	1.0419	348	0.7030	0.6458	0.7030	0.8385
No log	1.0479	350	0.8254	0.5874	0.8254	0.9085
No log	1.0539	352	0.9447	0.5465	0.9447	0.9720
No log	1.0599	354	0.9540	0.6130	0.9540	0.9767
No log	1.0659	356	0.8503	0.6425	0.8503	0.9221
No log	1.0719	358	0.7382	0.6940	0.7382	0.8592
No log	1.0778	360	0.6157	0.7411	0.6157	0.7846
No log	1.0838	362	0.6050	0.7093	0.6050	0.7778
No log	1.0898	364	0.7820	0.6567	0.7820	0.8843
No log	1.0958	366	0.9478	0.5345	0.9478	0.9736
No log	1.1018	368	0.8352	0.6029	0.8352	0.9139
No log	1.1078	370	0.7711	0.6579	0.7711	0.8781
No log	1.1138	372	0.7979	0.6437	0.7979	0.8933
No log	1.1198	374	0.8305	0.6437	0.8305	0.9113
No log	1.1257	376	0.6975	0.6431	0.6975	0.8352
No log	1.1317	378	0.7115	0.6230	0.7115	0.8435
No log	1.1377	380	0.8984	0.6578	0.8984	0.9479
No log	1.1437	382	1.0470	0.5248	1.0470	1.0232
No log	1.1497	384	1.0022	0.5206	1.0022	1.0011
No log	1.1557	386	0.8229	0.5773	0.8229	0.9072
No log	1.1617	388	0.7486	0.6262	0.7486	0.8652
No log	1.1677	390	0.8364	0.5921	0.8364	0.9145
No log	1.1737	392	1.0902	0.5724	1.0902	1.0441
No log	1.1796	394	1.1628	0.5303	1.1628	1.0783
No log	1.1856	396	0.9320	0.5345	0.9320	0.9654
No log	1.1916	398	0.8344	0.5921	0.8344	0.9134
No log	1.1976	400	0.7938	0.6362	0.7938	0.8909
No log	1.2036	402	0.6777	0.6135	0.6777	0.8232
No log	1.2096	404	0.6371	0.6476	0.6371	0.7982
No log	1.2156	406	0.6473	0.6672	0.6473	0.8045
No log	1.2216	408	0.6715	0.6672	0.6715	0.8195
No log	1.2275	410	0.6407	0.6549	0.6407	0.8004
No log	1.2335	412	0.5761	0.7141	0.5761	0.7590
No log	1.2395	414	0.5714	0.7025	0.5714	0.7559
No log	1.2455	416	0.5785	0.7141	0.5785	0.7606
No log	1.2515	418	0.5901	0.6711	0.5901	0.7681
No log	1.2575	420	0.6978	0.6230	0.6978	0.8354
No log	1.2635	422	0.7707	0.6300	0.7707	0.8779
No log	1.2695	424	0.6740	0.625	0.6740	0.8210
No log	1.2754	426	0.6370	0.6897	0.6370	0.7981
No log	1.2814	428	0.6777	0.6361	0.6777	0.8232
No log	1.2874	430	0.6232	0.6897	0.6232	0.7894
No log	1.2934	432	0.6044	0.6897	0.6044	0.7774
No log	1.2994	434	0.6594	0.6704	0.6594	0.8120
No log	1.3054	436	0.8236	0.6276	0.8236	0.9075
No log	1.3114	438	0.9417	0.6623	0.9417	0.9704
No log	1.3174	440	0.8453	0.6283	0.8453	0.9194
No log	1.3234	442	0.7168	0.6879	0.7168	0.8467
No log	1.3293	444	0.7003	0.6693	0.7003	0.8368
No log	1.3353	446	0.6802	0.6575	0.6802	0.8247
No log	1.3413	448	0.7669	0.6117	0.7669	0.8757
No log	1.3473	450	0.8180	0.6300	0.8180	0.9044
No log	1.3533	452	0.7761	0.625	0.7761	0.8810
No log	1.3593	454	0.7551	0.625	0.7551	0.8690
No log	1.3653	456	0.8142	0.6300	0.8142	0.9023
No log	1.3713	458	0.7211	0.6548	0.7211	0.8492
No log	1.3772	460	0.6515	0.6840	0.6515	0.8071
No log	1.3832	462	0.6227	0.6638	0.6227	0.7891
No log	1.3892	464	0.7240	0.6585	0.7240	0.8509
No log	1.3952	466	0.9296	0.5986	0.9296	0.9642
No log	1.4012	468	1.0466	0.5570	1.0466	1.0230
No log	1.4072	470	0.9410	0.5991	0.9410	0.9701
No log	1.4132	472	0.8004	0.6316	0.8004	0.8946
No log	1.4192	474	0.7696	0.6316	0.7696	0.8773
No log	1.4251	476	0.7606	0.6720	0.7606	0.8721
No log	1.4311	478	0.6893	0.6905	0.6893	0.8303
No log	1.4371	480	0.6597	0.6622	0.6597	0.8122
No log	1.4431	482	0.7551	0.7058	0.7551	0.8690
No log	1.4491	484	1.0823	0.595	1.0823	1.0403
No log	1.4551	486	1.4664	0.5241	1.4664	1.2109
No log	1.4611	488	1.4273	0.55	1.4273	1.1947
No log	1.4671	490	1.2515	0.5010	1.2515	1.1187
No log	1.4731	492	0.9946	0.5817	0.9946	0.9973
No log	1.4790	494	0.8389	0.5921	0.8389	0.9159
No log	1.4850	496	0.8387	0.5921	0.8387	0.9158
No log	1.4910	498	0.9791	0.5885	0.9791	0.9895
0.4428	1.4970	500	1.2682	0.4314	1.2682	1.1261
0.4428	1.5030	502	1.3892	0.4158	1.3892	1.1786
0.4428	1.5090	504	1.4207	0.4972	1.4207	1.1919
0.4428	1.5150	506	1.2574	0.5160	1.2574	1.1213
0.4428	1.5210	508	0.9472	0.6115	0.9472	0.9733
0.4428	1.5269	510	0.7338	0.6879	0.7338	0.8566
0.4428	1.5329	512	0.6559	0.6638	0.6559	0.8099
0.4428	1.5389	514	0.6943	0.6466	0.6943	0.8332
0.4428	1.5449	516	0.8573	0.6927	0.8573	0.9259
0.4428	1.5509	518	0.9124	0.6457	0.9124	0.9552
0.4428	1.5569	520	0.7544	0.6889	0.7544	0.8686
0.4428	1.5629	522	0.6339	0.6638	0.6339	0.7962
0.4428	1.5689	524	0.6495	0.7033	0.6495	0.8059
0.4428	1.5749	526	0.7893	0.6574	0.7893	0.8884
0.4428	1.5808	528	1.1293	0.5692	1.1293	1.0627
0.4428	1.5868	530	1.2621	0.5612	1.2621	1.1235
0.4428	1.5928	532	1.1394	0.5651	1.1394	1.0674
0.4428	1.5988	534	0.8821	0.6554	0.8821	0.9392
0.4428	1.6048	536	0.8085	0.6679	0.8085	0.8992
0.4428	1.6108	538	0.7522	0.6585	0.7522	0.8673
0.4428	1.6168	540	0.7897	0.6585	0.7897	0.8886
0.4428	1.6228	542	0.7628	0.6585	0.7628	0.8734
0.4428	1.6287	544	0.6834	0.6734	0.6834	0.8267
0.4428	1.6347	546	0.6817	0.6734	0.6817	0.8256
0.4428	1.6407	548	0.7719	0.6977	0.7719	0.8786
0.4428	1.6467	550	0.8027	0.6619	0.8027	0.8959
0.4428	1.6527	552	0.6958	0.7149	0.6958	0.8341
0.4428	1.6587	554	0.6417	0.7164	0.6417	0.8011
0.4428	1.6647	556	0.5636	0.7554	0.5636	0.7507
0.4428	1.6707	558	0.5845	0.7295	0.5845	0.7645
0.4428	1.6766	560	0.7082	0.6901	0.7082	0.8416
0.4428	1.6826	562	0.7618	0.6959	0.7618	0.8728
0.4428	1.6886	564	0.7744	0.675	0.7744	0.8800
0.4428	1.6946	566	0.7624	0.675	0.7624	0.8732
0.4428	1.7006	568	0.6769	0.6901	0.6769	0.8227
0.4428	1.7066	570	0.6757	0.6901	0.6757	0.8220
0.4428	1.7126	572	0.6175	0.7164	0.6175	0.7858
0.4428	1.7186	574	0.5569	0.7439	0.5569	0.7463
0.4428	1.7246	576	0.5658	0.7668	0.5658	0.7522
0.4428	1.7305	578	0.6277	0.7432	0.6277	0.7923
0.4428	1.7365	580	0.5849	0.7668	0.5849	0.7648
0.4428	1.7425	582	0.5958	0.7432	0.5958	0.7718
0.4428	1.7485	584	0.5569	0.7439	0.5569	0.7462
0.4428	1.7545	586	0.5552	0.7439	0.5552	0.7451
0.4428	1.7605	588	0.6016	0.7554	0.6016	0.7756
0.4428	1.7665	590	0.7601	0.6873	0.7601	0.8719
0.4428	1.7725	592	0.9064	0.6208	0.9064	0.9521
0.4428	1.7784	594	0.8988	0.6369	0.8988	0.9481
0.4428	1.7844	596	0.7340	0.6429	0.7340	0.8568
0.4428	1.7904	598	0.6332	0.7049	0.6332	0.7957
0.4428	1.7964	600	0.6073	0.7024	0.6073	0.7793
0.4428	1.8024	602	0.5977	0.7399	0.5977	0.7731
0.4428	1.8084	604	0.6220	0.7398	0.6220	0.7887
0.4428	1.8144	606	0.6330	0.7603	0.6330	0.7956
0.4428	1.8204	608	0.6681	0.7201	0.6681	0.8173
0.4428	1.8263	610	0.8075	0.6815	0.8075	0.8986
0.4428	1.8323	612	1.0183	0.61	1.0183	1.0091
0.4428	1.8383	614	0.9856	0.5233	0.9856	0.9928
0.4428	1.8443	616	0.8254	0.5733	0.8254	0.9085
0.4428	1.8503	618	0.7008	0.6549	0.7008	0.8371
0.4428	1.8563	620	0.6749	0.6426	0.6749	0.8215
0.4428	1.8623	622	0.7118	0.6618	0.7118	0.8437
0.4428	1.8683	624	0.9154	0.5590	0.9154	0.9568
0.4428	1.8743	626	1.0912	0.5491	1.0912	1.0446
0.4428	1.8802	628	1.0264	0.6203	1.0264	1.0131
0.4428	1.8862	630	0.7997	0.6574	0.7997	0.8943
0.4428	1.8922	632	0.6391	0.6638	0.6391	0.7994
0.4428	1.8982	634	0.6107	0.6777	0.6107	0.7815
0.4428	1.9042	636	0.6198	0.6840	0.6198	0.7873
0.4428	1.9102	638	0.6580	0.6840	0.6580	0.8111
0.4428	1.9162	640	0.7090	0.6653	0.7090	0.8420
0.4428	1.9222	642	0.7226	0.7101	0.7226	0.8501
0.4428	1.9281	644	0.7008	0.6811	0.7008	0.8371
0.4428	1.9341	646	0.7944	0.6580	0.7944	0.8913
0.4428	1.9401	648	0.7607	0.6840	0.7607	0.8722
0.4428	1.9461	650	0.7176	0.6992	0.7176	0.8471
0.4428	1.9521	652	0.6730	0.6811	0.6730	0.8204
0.4428	1.9581	654	0.7112	0.6992	0.7112	0.8433
0.4428	1.9641	656	0.7803	0.6770	0.7803	0.8833
0.4428	1.9701	658	0.7091	0.6811	0.7091	0.8421
0.4428	1.9760	660	0.5644	0.7051	0.5644	0.7513
0.4428	1.9820	662	0.5359	0.6932	0.5359	0.7321
0.4428	1.9880	664	0.5659	0.7051	0.5659	0.7523
0.4428	1.9940	666	0.7083	0.6734	0.7083	0.8416
0.4428	2.0	668	0.8612	0.6494	0.8612	0.9280
0.4428	2.0060	670	0.9022	0.6367	0.9022	0.9499
0.4428	2.0120	672	0.8710	0.6189	0.8710	0.9333
0.4428	2.0180	674	0.7850	0.6271	0.7850	0.8860
0.4428	2.0240	676	0.6851	0.6478	0.6851	0.8277
0.4428	2.0299	678	0.6728	0.6478	0.6728	0.8202
0.4428	2.0359	680	0.7826	0.6599	0.7826	0.8846
0.4428	2.0419	682	1.0078	0.5991	1.0078	1.0039
0.4428	2.0479	684	1.1527	0.5696	1.1527	1.0736
0.4428	2.0539	686	1.3190	0.5172	1.3190	1.1485
0.4428	2.0599	688	1.1908	0.5392	1.1908	1.0912
0.4428	2.0659	690	0.9227	0.6215	0.9227	0.9606
0.4428	2.0719	692	0.7454	0.6599	0.7454	0.8634
0.4428	2.0778	694	0.7175	0.6599	0.7175	0.8470
0.4428	2.0838	696	0.8172	0.6111	0.8172	0.9040
0.4428	2.0898	698	1.0909	0.5215	1.0909	1.0445
0.4428	2.0958	700	1.2166	0.5213	1.2166	1.1030
0.4428	2.1018	702	1.1434	0.5242	1.1434	1.0693
0.4428	2.1078	704	0.9643	0.5426	0.9643	0.9820
0.4428	2.1138	706	0.8447	0.6410	0.8447	0.9191
0.4428	2.1198	708	0.8791	0.6563	0.8791	0.9376
0.4428	2.1257	710	1.0154	0.6020	1.0154	1.0077
0.4428	2.1317	712	1.1776	0.5318	1.1776	1.0852
0.4428	2.1377	714	1.1385	0.5081	1.1385	1.0670
0.4428	2.1437	716	0.9807	0.5528	0.9807	0.9903
0.4428	2.1497	718	0.8700	0.5271	0.8700	0.9327
0.4428	2.1557	720	0.8768	0.5271	0.8768	0.9364
0.4428	2.1617	722	0.9643	0.5528	0.9643	0.9820
0.4428	2.1677	724	0.9683	0.5619	0.9683	0.9840
0.4428	2.1737	726	1.0317	0.5748	1.0317	1.0158
0.4428	2.1796	728	1.0247	0.5788	1.0247	1.0123
0.4428	2.1856	730	0.8847	0.6450	0.8847	0.9406
0.4428	2.1916	732	0.7431	0.6384	0.7431	0.8620
0.4428	2.1976	734	0.7216	0.6528	0.7216	0.8494
0.4428	2.2036	736	0.7992	0.6591	0.7992	0.8940
0.4428	2.2096	738	0.9850	0.6584	0.9850	0.9924
0.4428	2.2156	740	1.1969	0.5631	1.1969	1.0940
0.4428	2.2216	742	1.3076	0.5439	1.3076	1.1435
0.4428	2.2275	744	1.1598	0.6059	1.1598	1.0769
0.4428	2.2335	746	0.8904	0.6203	0.8904	0.9436
0.4428	2.2395	748	0.7020	0.6739	0.7020	0.8378
0.4428	2.2455	750	0.6906	0.6739	0.6906	0.8311
0.4428	2.2515	752	0.7799	0.6385	0.7799	0.8831
0.4428	2.2575	754	0.8466	0.6468	0.8466	0.9201
0.4428	2.2635	756	0.9323	0.6149	0.9323	0.9655
0.4428	2.2695	758	1.0072	0.6204	1.0072	1.0036
0.4428	2.2754	760	0.8741	0.6610	0.8741	0.9349
0.4428	2.2814	762	0.7092	0.6591	0.7092	0.8421
0.4428	2.2874	764	0.6654	0.6758	0.6654	0.8157
0.4428	2.2934	766	0.7022	0.6739	0.7022	0.8380
0.4428	2.2994	768	0.8454	0.6209	0.8454	0.9195
0.4428	2.3054	770	0.9170	0.5613	0.9170	0.9576
0.4428	2.3114	772	0.9946	0.6131	0.9946	0.9973
0.4428	2.3174	774	1.0147	0.63	1.0147	1.0073
0.4428	2.3234	776	0.9743	0.6478	0.9743	0.9871
0.4428	2.3293	778	0.8436	0.6241	0.8436	0.9185
0.4428	2.3353	780	0.7957	0.6512	0.7957	0.8920
0.4428	2.3413	782	0.7892	0.6512	0.7892	0.8884
0.4428	2.3473	784	0.8650	0.6386	0.8650	0.9300
0.4428	2.3533	786	0.9876	0.5659	0.9876	0.9938
0.4428	2.3593	788	1.0365	0.5729	1.0365	1.0181
0.4428	2.3653	790	0.9967	0.5641	0.9967	0.9983
0.4428	2.3713	792	0.9309	0.5909	0.9309	0.9648
0.4428	2.3772	794	0.9608	0.5978	0.9608	0.9802
0.4428	2.3832	796	0.9746	0.5800	0.9746	0.9872
0.4428	2.3892	798	1.1307	0.5459	1.1307	1.0634
0.4428	2.3952	800	1.1596	0.5459	1.1596	1.0769
0.4428	2.4012	802	1.1500	0.5459	1.1500	1.0724
0.4428	2.4072	804	1.0331	0.5512	1.0331	1.0164
0.4428	2.4132	806	1.0289	0.4898	1.0289	1.0143
0.4428	2.4192	808	0.9888	0.5374	0.9888	0.9944
0.4428	2.4251	810	1.0319	0.4623	1.0319	1.0158
0.4428	2.4311	812	1.1992	0.4950	1.1992	1.0951
0.4428	2.4371	814	1.3393	0.3886	1.3393	1.1573
0.4428	2.4431	816	1.3320	0.3878	1.3320	1.1541
0.4428	2.4491	818	1.2741	0.4401	1.2741	1.1288
0.4428	2.4551	820	1.1049	0.5222	1.1049	1.0511
0.4428	2.4611	822	1.0512	0.5590	1.0512	1.0253
0.4428	2.4671	824	1.1063	0.5404	1.1063	1.0518
0.4428	2.4731	826	1.2151	0.5115	1.2151	1.1023
0.4428	2.4790	828	1.1314	0.5274	1.1314	1.0637
0.4428	2.4850	830	0.9832	0.5565	0.9832	0.9916
0.4428	2.4910	832	0.9464	0.5943	0.9464	0.9728
0.4428	2.4970	834	0.7964	0.675	0.7964	0.8924
0.4428	2.5030	836	0.6837	0.6739	0.6837	0.8268
0.4428	2.5090	838	0.5830	0.6956	0.5830	0.7635
0.4428	2.5150	840	0.5789	0.6833	0.5789	0.7609
0.4428	2.5210	842	0.6741	0.6879	0.6741	0.8211
0.4428	2.5269	844	0.8700	0.6574	0.8700	0.9327
0.4428	2.5329	846	0.9538	0.6450	0.9538	0.9767
0.4428	2.5389	848	0.9305	0.6040	0.9305	0.9646
0.4428	2.5449	850	0.9644	0.5668	0.9644	0.9820
0.4428	2.5509	852	0.9803	0.5840	0.9803	0.9901
0.4428	2.5569	854	0.9043	0.6173	0.9043	0.9509
0.4428	2.5629	856	0.9813	0.5591	0.9813	0.9906
0.4428	2.5689	858	1.1606	0.5206	1.1606	1.0773
0.4428	2.5749	860	1.1958	0.5132	1.1958	1.0935
0.4428	2.5808	862	1.1195	0.5206	1.1195	1.0581
0.4428	2.5868	864	1.0547	0.5056	1.0547	1.0270
0.4428	2.5928	866	0.9207	0.6216	0.9207	0.9595
0.4428	2.5988	868	0.8908	0.6216	0.8908	0.9438
0.4428	2.6048	870	0.9058	0.6216	0.9058	0.9517
0.4428	2.6108	872	0.9026	0.6458	0.9026	0.9501
0.4428	2.6168	874	0.8418	0.6599	0.8418	0.9175
0.4428	2.6228	876	0.9019	0.6053	0.9019	0.9497
0.4428	2.6287	878	0.8401	0.6458	0.8401	0.9166
0.4428	2.6347	880	0.7554	0.6384	0.7554	0.8691
0.4428	2.6407	882	0.7553	0.6384	0.7553	0.8691
0.4428	2.6467	884	0.7437	0.6384	0.7437	0.8624
0.4428	2.6527	886	0.8390	0.6053	0.8390	0.9160
0.4428	2.6587	888	0.9240	0.6480	0.9240	0.9613
0.4428	2.6647	890	0.9151	0.6076	0.9151	0.9566
0.4428	2.6707	892	0.8869	0.5864	0.8869	0.9418
0.4428	2.6766	894	0.8185	0.6599	0.8185	0.9047
0.4428	2.6826	896	0.6938	0.6528	0.6938	0.8330
0.4428	2.6886	898	0.5865	0.6711	0.5865	0.7659
0.4428	2.6946	900	0.5798	0.6711	0.5798	0.7615
0.4428	2.7006	902	0.6071	0.6833	0.6071	0.7791
0.4428	2.7066	904	0.7399	0.6528	0.7399	0.8602
0.4428	2.7126	906	0.8976	0.5697	0.8976	0.9474
0.4428	2.7186	908	0.9331	0.5697	0.9331	0.9660
0.4428	2.7246	910	0.8982	0.5864	0.8982	0.9477
0.4428	2.7305	912	0.8040	0.5823	0.8040	0.8967
0.4428	2.7365	914	0.7770	0.5823	0.7770	0.8815
0.4428	2.7425	916	0.8247	0.5556	0.8247	0.9081
0.4428	2.7485	918	0.8713	0.5381	0.8713	0.9334
0.4428	2.7545	920	0.9769	0.5837	0.9769	0.9884
0.4428	2.7605	922	0.9881	0.6115	0.9881	0.9941
0.4428	2.7665	924	0.9689	0.5276	0.9689	0.9843
0.4428	2.7725	926	0.8369	0.5106	0.8369	0.9148
0.4428	2.7784	928	0.7694	0.5933	0.7694	0.8772
0.4428	2.7844	930	0.8086	0.5381	0.8086	0.8992
0.4428	2.7904	932	0.8502	0.5638	0.8502	0.9220
0.4428	2.7964	934	0.8502	0.6082	0.8502	0.9221
0.4428	2.8024	936	0.8261	0.6622	0.8261	0.9089
0.4428	2.8084	938	0.7882	0.6486	0.7882	0.8878
0.4428	2.8144	940	0.7333	0.6405	0.7333	0.8563
0.4428	2.8204	942	0.7052	0.64	0.7052	0.8398
0.4428	2.8263	944	0.6664	0.6741	0.6664	0.8163
0.4428	2.8323	946	0.6728	0.6821	0.6728	0.8203
0.4428	2.8383	948	0.6628	0.6786	0.6628	0.8141
0.4428	2.8443	950	0.6666	0.6969	0.6666	0.8164
0.4428	2.8503	952	0.6350	0.7210	0.6350	0.7969
0.4428	2.8563	954	0.6526	0.7262	0.6526	0.8078
0.4428	2.8623	956	0.6736	0.7310	0.6736	0.8207
0.4428	2.8683	958	0.6207	0.7210	0.6207	0.7878
0.4428	2.8743	960	0.5842	0.7402	0.5842	0.7643
0.4428	2.8802	962	0.5840	0.7402	0.5840	0.7642
0.4428	2.8862	964	0.6052	0.7173	0.6052	0.7779
0.4428	2.8922	966	0.5989	0.7173	0.5989	0.7739
0.4428	2.8982	968	0.6056	0.7024	0.6056	0.7782
0.4428	2.9042	970	0.6559	0.7090	0.6559	0.8099
0.4428	2.9102	972	0.6513	0.7090	0.6513	0.8070
0.4428	2.9162	974	0.6215	0.6897	0.6215	0.7884
0.4428	2.9222	976	0.6526	0.7078	0.6526	0.8079
0.4428	2.9281	978	0.7061	0.6755	0.7061	0.8403
0.4428	2.9341	980	0.7548	0.6800	0.7548	0.8688
0.4428	2.9401	982	0.7070	0.7206	0.7070	0.8408
0.4428	2.9461	984	0.6108	0.7256	0.6108	0.7816
0.4428	2.9521	986	0.5276	0.7458	0.5276	0.7263
0.4428	2.9581	988	0.5264	0.7458	0.5264	0.7255
0.4428	2.9641	990	0.5510	0.6932	0.5510	0.7423
0.4428	2.9701	992	0.6623	0.6604	0.6623	0.8138
0.4428	2.9760	994	0.7541	0.6619	0.7541	0.8684
0.4428	2.9820	996	0.7424	0.6716	0.7424	0.8616
0.4428	2.9880	998	0.6979	0.6519	0.6979	0.8354
0.1282	2.9940	1000	0.6368	0.6081	0.6368	0.7980
0.1282	3.0	1002	0.6249	0.5966	0.6249	0.7905
0.1282	3.0060	1004	0.6395	0.6081	0.6395	0.7997
0.1282	3.0120	1006	0.6452	0.6291	0.6452	0.8033
0.1282	3.0180	1008	0.6372	0.6178	0.6372	0.7982
0.1282	3.0240	1010	0.6112	0.6305	0.6112	0.7818
0.1282	3.0299	1012	0.6091	0.6305	0.6091	0.7805
0.1282	3.0359	1014	0.6041	0.6519	0.6041	0.7773
0.1282	3.0419	1016	0.6247	0.6529	0.6247	0.7904
0.1282	3.0479	1018	0.7071	0.6770	0.7071	0.8409
0.1282	3.0539	1020	0.7925	0.6942	0.7925	0.8902
0.1282	3.0599	1022	0.7798	0.6942	0.7798	0.8831
0.1282	3.0659	1024	0.6873	0.6557	0.6873	0.8290
0.1282	3.0719	1026	0.6693	0.6519	0.6693	0.8181
0.1282	3.0778	1028	0.6759	0.6739	0.6759	0.8221
0.1282	3.0838	1030	0.7221	0.6519	0.7221	0.8498
0.1282	3.0898	1032	0.7707	0.6260	0.7707	0.8779
0.1282	3.0958	1034	0.7882	0.6260	0.7882	0.8878
0.1282	3.1018	1036	0.8257	0.6185	0.8257	0.9087
0.1282	3.1078	1038	0.7542	0.6061	0.7542	0.8685
0.1282	3.1138	1040	0.6459	0.6528	0.6459	0.8037
0.1282	3.1198	1042	0.6085	0.6405	0.6085	0.7801
0.1282	3.1257	1044	0.6270	0.6197	0.6270	0.7918
0.1282	3.1317	1046	0.6680	0.6405	0.6680	0.8173
0.1282	3.1377	1048	0.7279	0.6793	0.7279	0.8531
0.1282	3.1437	1050	0.8026	0.6522	0.8026	0.8959
0.1282	3.1497	1052	0.7940	0.6522	0.7940	0.8911
0.1282	3.1557	1054	0.7513	0.6793	0.7513	0.8668
0.1282	3.1617	1056	0.6644	0.6557	0.6644	0.8151
0.1282	3.1677	1058	0.6371	0.6739	0.6371	0.7982
0.1282	3.1737	1060	0.6420	0.6739	0.6420	0.8013
0.1282	3.1796	1062	0.6468	0.6761	0.6468	0.8043
0.1282	3.1856	1064	0.6574	0.6786	0.6574	0.8108
0.1282	3.1916	1066	0.7143	0.6806	0.7143	0.8452
0.1282	3.1976	1068	0.7514	0.7012	0.7514	0.8668
0.1282	3.2036	1070	0.7320	0.6867	0.7320	0.8556
0.1282	3.2096	1072	0.6900	0.6622	0.6900	0.8307
0.1282	3.2156	1074	0.7100	0.6622	0.7100	0.8426
0.1282	3.2216	1076	0.7114	0.6557	0.7114	0.8435
0.1282	3.2275	1078	0.7740	0.5931	0.7740	0.8798
0.1282	3.2335	1080	0.9130	0.5562	0.9130	0.9555
0.1282	3.2395	1082	1.0963	0.5401	1.0963	1.0470
0.1282	3.2455	1084	1.1569	0.5280	1.1569	1.0756
0.1282	3.2515	1086	1.1381	0.5401	1.1381	1.0668
0.1282	3.2575	1088	1.0161	0.5880	1.0161	1.0080
0.1282	3.2635	1090	0.8746	0.6049	0.8746	0.9352
0.1282	3.2695	1092	0.8278	0.6049	0.8278	0.9098
0.1282	3.2754	1094	0.8544	0.5992	0.8544	0.9244
0.1282	3.2814	1096	0.8930	0.6185	0.8930	0.9450
0.1282	3.2874	1098	0.8509	0.6185	0.8509	0.9224
0.1282	3.2934	1100	0.7489	0.6190	0.7489	0.8654
0.1282	3.2994	1102	0.6909	0.6557	0.6909	0.8312
0.1282	3.3054	1104	0.5912	0.6821	0.5912	0.7689
0.1282	3.3114	1106	0.5663	0.6595	0.5663	0.7525
0.1282	3.3174	1108	0.5901	0.6844	0.5901	0.7682
0.1282	3.3234	1110	0.6714	0.6834	0.6714	0.8194
0.1282	3.3293	1112	0.7301	0.6770	0.7301	0.8545
0.1282	3.3353	1114	0.7892	0.6133	0.7892	0.8883
0.1282	3.3413	1116	0.9104	0.6133	0.9104	0.9542
0.1282	3.3473	1118	0.9441	0.5909	0.9441	0.9717
0.1282	3.3533	1120	0.9231	0.6029	0.9231	0.9608
0.1282	3.3593	1122	0.9276	0.6029	0.9276	0.9631
0.1282	3.3653	1124	0.9068	0.5798	0.9068	0.9522
0.1282	3.3713	1126	0.9577	0.5909	0.9577	0.9786
0.1282	3.3772	1128	1.1343	0.5709	1.1343	1.0650
0.1282	3.3832	1130	1.2463	0.4921	1.2463	1.1164
0.1282	3.3892	1132	1.2001	0.5048	1.2001	1.0955
0.1282	3.3952	1134	1.1106	0.5	1.1106	1.0538
0.1282	3.4012	1136	0.9762	0.5093	0.9762	0.9880
0.1282	3.4072	1138	0.8021	0.5271	0.8021	0.8956
0.1282	3.4132	1140	0.7216	0.5301	0.7216	0.8494
0.1282	3.4192	1142	0.7338	0.5556	0.7338	0.8566
0.1282	3.4251	1144	0.8406	0.5449	0.8406	0.9169
0.1282	3.4311	1146	1.0576	0.5889	1.0576	1.0284
0.1282	3.4371	1148	1.2280	0.5472	1.2280	1.1081
0.1282	3.4431	1150	1.1891	0.5678	1.1891	1.0905
0.1282	3.4491	1152	1.0464	0.5889	1.0464	1.0229
0.1282	3.4551	1154	0.8324	0.5931	0.8324	0.9124
0.1282	3.4611	1156	0.6912	0.6384	0.6912	0.8314
0.1282	3.4671	1158	0.6791	0.6384	0.6791	0.8241
0.1282	3.4731	1160	0.7426	0.6053	0.7426	0.8617
0.1282	3.4790	1162	0.8117	0.6271	0.8117	0.9010
0.1282	3.4850	1164	0.8106	0.6327	0.8106	0.9003
0.1282	3.4910	1166	0.8572	0.6287	0.8572	0.9258
0.1282	3.4970	1168	0.9130	0.6578	0.9130	0.9555
0.1282	3.5030	1170	0.8568	0.6578	0.8568	0.9256
0.1282	3.5090	1172	0.7247	0.6744	0.7247	0.8513
0.1282	3.5150	1174	0.6029	0.6938	0.6029	0.7765
0.1282	3.5210	1176	0.5589	0.6956	0.5589	0.7476
0.1282	3.5269	1178	0.5601	0.6956	0.5601	0.7484
0.1282	3.5329	1180	0.6248	0.6938	0.6248	0.7905
0.1282	3.5389	1182	0.7707	0.6494	0.7707	0.8779
0.1282	3.5449	1184	0.8310	0.6327	0.8310	0.9116
0.1282	3.5509	1186	0.8161	0.6133	0.8161	0.9034
0.1282	3.5569	1188	0.7759	0.6494	0.7759	0.8809
0.1282	3.5629	1190	0.7174	0.6458	0.7174	0.8470
0.1282	3.5689	1192	0.6953	0.6652	0.6953	0.8338
0.1282	3.5749	1194	0.7270	0.6860	0.7270	0.8527
0.1282	3.5808	1196	0.7414	0.6667	0.7414	0.8610
0.1282	3.5868	1198	0.7351	0.6667	0.7351	0.8574
0.1282	3.5928	1200	0.7138	0.6473	0.7138	0.8449
0.1282	3.5988	1202	0.6685	0.6795	0.6685	0.8176
0.1282	3.6048	1204	0.6288	0.6727	0.6288	0.7930
0.1282	3.6108	1206	0.6303	0.6727	0.6303	0.7939
0.1282	3.6168	1208	0.6477	0.6795	0.6477	0.8048
0.1282	3.6228	1210	0.7040	0.6652	0.7040	0.8390
0.1282	3.6287	1212	0.7231	0.6686	0.7231	0.8504
0.1282	3.6347	1214	0.8035	0.6345	0.8035	0.8964
0.1282	3.6407	1216	0.8945	0.6589	0.8945	0.9458
0.1282	3.6467	1218	0.8836	0.6589	0.8836	0.9400
0.1282	3.6527	1220	0.7767	0.6098	0.7767	0.8813
0.1282	3.6587	1222	0.7213	0.6473	0.7213	0.8493
0.1282	3.6647	1224	0.6265	0.6958	0.6265	0.7915
0.1282	3.6707	1226	0.5989	0.6727	0.5989	0.7739
0.1282	3.6766	1228	0.6248	0.6958	0.6248	0.7904
0.1282	3.6826	1230	0.7031	0.6473	0.7031	0.8385
0.1282	3.6886	1232	0.7587	0.5931	0.7587	0.8710
0.1282	3.6946	1234	0.8554	0.6409	0.8554	0.9249
0.1282	3.7006	1236	0.9017	0.6391	0.9017	0.9496
0.1282	3.7066	1238	0.8605	0.6409	0.8605	0.9276
0.1282	3.7126	1240	0.7378	0.6230	0.7378	0.8590
0.1282	3.7186	1242	0.6380	0.6958	0.6380	0.7987
0.1282	3.7246	1244	0.6258	0.6938	0.6258	0.7911
0.1282	3.7305	1246	0.6323	0.6938	0.6323	0.7951
0.1282	3.7365	1248	0.6423	0.6528	0.6423	0.8015
0.1282	3.7425	1250	0.7388	0.6557	0.7388	0.8595
0.1282	3.7485	1252	0.8337	0.6825	0.8337	0.9131
0.1282	3.7545	1254	0.8727	0.6563	0.8727	0.9342
0.1282	3.7605	1256	0.8452	0.6942	0.8452	0.9194
0.1282	3.7665	1258	0.7229	0.6557	0.7229	0.8502
0.1282	3.7725	1260	0.5988	0.6777	0.5988	0.7738
0.1282	3.7784	1262	0.5638	0.7068	0.5638	0.7509
0.1282	3.7844	1264	0.5656	0.7068	0.5656	0.7520
0.1282	3.7904	1266	0.6165	0.6702	0.6165	0.7852
0.1282	3.7964	1268	0.7221	0.6786	0.7221	0.8498
0.1282	3.8024	1270	0.8473	0.7134	0.8473	0.9205
0.1282	3.8084	1272	0.8658	0.7134	0.8658	0.9305
0.1282	3.8144	1274	0.8415	0.7007	0.8415	0.9173
0.1282	3.8204	1276	0.7581	0.6591	0.7581	0.8707
0.1282	3.8263	1278	0.7437	0.6591	0.7437	0.8624
0.1282	3.8323	1280	0.7182	0.6591	0.7182	0.8475
0.1282	3.8383	1282	0.6372	0.6361	0.6372	0.7983
0.1282	3.8443	1284	0.6100	0.7164	0.6100	0.7810
0.1282	3.8503	1286	0.6352	0.6575	0.6352	0.7970
0.1282	3.8563	1288	0.6819	0.6361	0.6819	0.8258
0.1282	3.8623	1290	0.7715	0.6591	0.7715	0.8783
0.1282	3.8683	1292	0.7987	0.6591	0.7987	0.8937
0.1282	3.8743	1294	0.8000	0.6591	0.8000	0.8944
0.1282	3.8802	1296	0.7354	0.6591	0.7354	0.8576
0.1282	3.8862	1298	0.6984	0.6361	0.6984	0.8357
0.1282	3.8922	1300	0.6408	0.6734	0.6408	0.8005
0.1282	3.8982	1302	0.6083	0.6937	0.6083	0.7799
0.1282	3.9042	1304	0.6376	0.6937	0.6376	0.7985
0.1282	3.9102	1306	0.7092	0.6591	0.7092	0.8422
0.1282	3.9162	1308	0.7537	0.6591	0.7537	0.8682
0.1282	3.9222	1310	0.7554	0.6591	0.7554	0.8691
0.1282	3.9281	1312	0.6878	0.6361	0.6878	0.8293
0.1282	3.9341	1314	0.6120	0.6727	0.6120	0.7823
0.1282	3.9401	1316	0.5602	0.6991	0.5602	0.7485
0.1282	3.9461	1318	0.5604	0.7269	0.5604	0.7486
0.1282	3.9521	1320	0.5787	0.7018	0.5787	0.7607
0.1282	3.9581	1322	0.6052	0.6873	0.6052	0.7780
0.1282	3.9641	1324	0.6540	0.6361	0.6540	0.8087
0.1282	3.9701	1326	0.7102	0.6405	0.7102	0.8427
0.1282	3.9760	1328	0.7447	0.6405	0.7447	0.8630
0.1282	3.9820	1330	0.7889	0.6468	0.7889	0.8882
0.1282	3.9880	1332	0.8437	0.6345	0.8437	0.9185
0.1282	3.9940	1334	0.8539	0.6345	0.8539	0.9241
0.1282	4.0	1336	0.8167	0.6468	0.8167	0.9037
0.1282	4.0060	1338	0.7987	0.6468	0.7987	0.8937
0.1282	4.0120	1340	0.8093	0.6468	0.8093	0.8996
0.1282	4.0180	1342	0.7925	0.6429	0.7925	0.8902
0.1282	4.0240	1344	0.8300	0.6345	0.8300	0.9111
0.1282	4.0299	1346	0.8305	0.6345	0.8305	0.9113
0.1282	4.0359	1348	0.8041	0.6468	0.8041	0.8967
0.1282	4.0419	1350	0.7346	0.6230	0.7346	0.8571
0.1282	4.0479	1352	0.6845	0.6314	0.6845	0.8273
0.1282	4.0539	1354	0.6976	0.6314	0.6976	0.8352
0.1282	4.0599	1356	0.7538	0.6230	0.7538	0.8682
0.1282	4.0659	1358	0.7949	0.6468	0.7949	0.8916
0.1282	4.0719	1360	0.8095	0.6345	0.8095	0.8997
0.1282	4.0778	1362	0.7957	0.6345	0.7957	0.8920
0.1282	4.0838	1364	0.7677	0.6468	0.7677	0.8762
0.1282	4.0898	1366	0.7817	0.6468	0.7817	0.8841
0.1282	4.0958	1368	0.7252	0.6591	0.7252	0.8516
0.1282	4.1018	1370	0.6412	0.6814	0.6412	0.8008
0.1282	4.1078	1372	0.6159	0.7097	0.6159	0.7848
0.1282	4.1138	1374	0.6368	0.7017	0.6368	0.7980
0.1282	4.1198	1376	0.7006	0.6519	0.7006	0.8370
0.1282	4.1257	1378	0.8083	0.6650	0.8083	0.8990
0.1282	4.1317	1380	0.8592	0.6488	0.8592	0.9269
0.1282	4.1377	1382	0.8330	0.6450	0.8330	0.9127
0.1282	4.1437	1384	0.7488	0.6739	0.7488	0.8653
0.1282	4.1497	1386	0.6859	0.6739	0.6859	0.8282
0.1282	4.1557	1388	0.6474	0.6739	0.6474	0.8046
0.1282	4.1617	1390	0.6554	0.6739	0.6554	0.8096
0.1282	4.1677	1392	0.6662	0.6739	0.6662	0.8162
0.1282	4.1737	1394	0.7069	0.6519	0.7069	0.8408
0.1282	4.1796	1396	0.7279	0.6591	0.7279	0.8532
0.1282	4.1856	1398	0.6886	0.6591	0.6886	0.8298
0.1282	4.1916	1400	0.6168	0.6879	0.6168	0.7853
0.1282	4.1976	1402	0.5769	0.7242	0.5769	0.7595
0.1282	4.2036	1404	0.5797	0.7360	0.5797	0.7614
0.1282	4.2096	1406	0.5980	0.7360	0.5980	0.7733
0.1282	4.2156	1408	0.6218	0.6879	0.6218	0.7886
0.1282	4.2216	1410	0.6775	0.6739	0.6775	0.8231
0.1282	4.2275	1412	0.6904	0.6739	0.6904	0.8309
0.1282	4.2335	1414	0.7313	0.6739	0.7313	0.8552
0.1282	4.2395	1416	0.7896	0.6195	0.7896	0.8886
0.1282	4.2455	1418	0.8309	0.6053	0.8309	0.9115
0.1282	4.2515	1420	0.8091	0.6053	0.8091	0.8995
0.1282	4.2575	1422	0.7455	0.6599	0.7455	0.8634
0.1282	4.2635	1424	0.6987	0.6528	0.6987	0.8359
0.1282	4.2695	1426	0.6898	0.6528	0.6898	0.8305
0.1282	4.2754	1428	0.6839	0.6361	0.6839	0.8270
0.1282	4.2814	1430	0.6952	0.6734	0.6952	0.8338
0.1282	4.2874	1432	0.6927	0.6734	0.6927	0.8323
0.1282	4.2934	1434	0.6730	0.6704	0.6730	0.8204
0.1282	4.2994	1436	0.7070	0.6361	0.7070	0.8409
0.1282	4.3054	1438	0.7493	0.6279	0.7493	0.8656
0.1282	4.3114	1440	0.8453	0.5992	0.8453	0.9194
0.1282	4.3174	1442	0.9219	0.5992	0.9219	0.9602
0.1282	4.3234	1444	0.8697	0.5992	0.8697	0.9326
0.1282	4.3293	1446	0.8150	0.5864	0.8150	0.9028
0.1282	4.3353	1448	0.7271	0.6528	0.7271	0.8527
0.1282	4.3413	1450	0.6967	0.6528	0.6967	0.8347
0.1282	4.3473	1452	0.7113	0.6528	0.7113	0.8434
0.1282	4.3533	1454	0.7169	0.6528	0.7169	0.8467
0.1282	4.3593	1456	0.7881	0.6429	0.7881	0.8877
0.1282	4.3653	1458	0.8072	0.6468	0.8072	0.8985
0.1282	4.3713	1460	0.8305	0.6468	0.8305	0.9113
0.1282	4.3772	1462	0.8440	0.6429	0.8440	0.9187
0.1282	4.3832	1464	0.8084	0.6384	0.8084	0.8991
0.1282	4.3892	1466	0.8152	0.6239	0.8152	0.9029
0.1282	4.3952	1468	0.8466	0.5798	0.8466	0.9201
0.1282	4.4012	1470	0.9219	0.5315	0.9219	0.9602
0.1282	4.4072	1472	0.9466	0.5615	0.9466	0.9729
0.1282	4.4132	1474	0.8897	0.5931	0.8897	0.9432
0.1282	4.4192	1476	0.7974	0.6429	0.7974	0.8930
0.1282	4.4251	1478	0.7117	0.6528	0.7117	0.8436
0.1282	4.4311	1480	0.6915	0.6528	0.6915	0.8316
0.1282	4.4371	1482	0.7137	0.6528	0.7137	0.8448
0.1282	4.4431	1484	0.7692	0.6557	0.7692	0.8771
0.1282	4.4491	1486	0.8532	0.6591	0.8532	0.9237
0.1282	4.4551	1488	0.9448	0.6149	0.9448	0.9720
0.1282	4.4611	1490	1.0181	0.5590	1.0181	1.0090
0.1282	4.4671	1492	1.0035	0.5590	1.0035	1.0018
0.1282	4.4731	1494	0.8962	0.6076	0.8962	0.9467
0.1282	4.4790	1496	0.7508	0.6528	0.7508	0.8665
0.1282	4.4850	1498	0.6752	0.6938	0.6752	0.8217
0.0887	4.4910	1500	0.6777	0.6938	0.6777	0.8232
0.0887	4.4970	1502	0.7278	0.6528	0.7278	0.8531
0.0887	4.5030	1504	0.7372	0.6528	0.7372	0.8586
0.0887	4.5090	1506	0.7548	0.6361	0.7548	0.8688
0.0887	4.5150	1508	0.8160	0.6591	0.8160	0.9033
0.0887	4.5210	1510	0.8976	0.6133	0.8976	0.9474
0.0887	4.5269	1512	0.9101	0.6097	0.9101	0.9540
0.0887	4.5329	1514	0.9564	0.6077	0.9564	0.9779
0.0887	4.5389	1516	0.9448	0.6077	0.9448	0.9720
0.0887	4.5449	1518	0.8988	0.5808	0.8988	0.9481
0.0887	4.5509	1520	0.8169	0.5798	0.8169	0.9038
0.0887	4.5569	1522	0.7285	0.6284	0.7285	0.8535
0.0887	4.5629	1524	0.6937	0.6528	0.6937	0.8329
0.0887	4.5689	1526	0.7184	0.6568	0.7184	0.8476
0.0887	4.5749	1528	0.8063	0.6429	0.8063	0.8979
0.0887	4.5808	1530	0.8558	0.6427	0.8558	0.9251
0.0887	4.5868	1532	0.8349	0.6427	0.8349	0.9138
0.0887	4.5928	1534	0.7832	0.6591	0.7832	0.8850
0.0887	4.5988	1536	0.7146	0.6361	0.7146	0.8454
0.0887	4.6048	1538	0.6794	0.6361	0.6794	0.8243
0.0887	4.6108	1540	0.6428	0.6361	0.6428	0.8017
0.0887	4.6168	1542	0.6287	0.6568	0.6287	0.7929
0.0887	4.6228	1544	0.6504	0.6361	0.6504	0.8065
0.0887	4.6287	1546	0.7138	0.6557	0.7138	0.8449
0.0887	4.6347	1548	0.7400	0.6557	0.7400	0.8602
0.0887	4.6407	1550	0.7307	0.6557	0.7307	0.8548
0.0887	4.6467	1552	0.7261	0.6557	0.7261	0.8521
0.0887	4.6527	1554	0.7029	0.6557	0.7029	0.8384
0.0887	4.6587	1556	0.7102	0.6557	0.7102	0.8427
0.0887	4.6647	1558	0.6877	0.6528	0.6877	0.8293
0.0887	4.6707	1560	0.6702	0.6528	0.6702	0.8186
0.0887	4.6766	1562	0.6652	0.6528	0.6652	0.8156
0.0887	4.6826	1564	0.6484	0.6528	0.6484	0.8052
0.0887	4.6886	1566	0.6702	0.6528	0.6702	0.8187
0.0887	4.6946	1568	0.6520	0.6568	0.6520	0.8075
0.0887	4.7006	1570	0.6491	0.6361	0.6491	0.8057
0.0887	4.7066	1572	0.6677	0.6492	0.6677	0.8171
0.0887	4.7126	1574	0.6666	0.6492	0.6666	0.8164
0.0887	4.7186	1576	0.6893	0.6361	0.6893	0.8302
0.0887	4.7246	1578	0.7494	0.6361	0.7494	0.8657
0.0887	4.7305	1580	0.7945	0.6230	0.7945	0.8914
0.0887	4.7365	1582	0.7739	0.6384	0.7739	0.8797
0.0887	4.7425	1584	0.7039	0.6405	0.7039	0.8390
0.0887	4.7485	1586	0.6895	0.6405	0.6895	0.8304
0.0887	4.7545	1588	0.7252	0.6528	0.7252	0.8516
0.0887	4.7605	1590	0.7871	0.6384	0.7871	0.8872
0.0887	4.7665	1592	0.8731	0.6135	0.8731	0.9344
0.0887	4.7725	1594	0.9350	0.6579	0.9350	0.9669
0.0887	4.7784	1596	0.9400	0.6410	0.9400	0.9695
0.0887	4.7844	1598	0.9492	0.6367	0.9492	0.9742
0.0887	4.7904	1600	0.9604	0.6409	0.9604	0.9800
0.0887	4.7964	1602	0.9389	0.6409	0.9389	0.9690
0.0887	4.8024	1604	0.8352	0.6591	0.8352	0.9139
0.0887	4.8084	1606	0.7917	0.6405	0.7917	0.8898
0.0887	4.8144	1608	0.7898	0.6405	0.7898	0.8887
0.0887	4.8204	1610	0.8084	0.6591	0.8084	0.8991
0.0887	4.8263	1612	0.8852	0.6409	0.8852	0.9408
0.0887	4.8323	1614	0.9012	0.6367	0.9012	0.9493
0.0887	4.8383	1616	0.8290	0.6209	0.8290	0.9105
0.0887	4.8443	1618	0.7945	0.6136	0.7945	0.8914
0.0887	4.8503	1620	0.7391	0.6076	0.7391	0.8597
0.0887	4.8563	1622	0.7224	0.6314	0.7224	0.8499
0.0887	4.8623	1624	0.7510	0.6361	0.7510	0.8666
0.0887	4.8683	1626	0.7938	0.6770	0.7938	0.8909
0.0887	4.8743	1628	0.8293	0.6958	0.8293	0.9107
0.0887	4.8802	1630	0.7857	0.6860	0.7857	0.8864
0.0887	4.8862	1632	0.7073	0.6521	0.7073	0.8410
0.0887	4.8922	1634	0.6589	0.6860	0.6589	0.8117
0.0887	4.8982	1636	0.6774	0.6503	0.6774	0.8230
0.0887	4.9042	1638	0.7086	0.6547	0.7086	0.8418
0.0887	4.9102	1640	0.7654	0.6622	0.7654	0.8749
0.0887	4.9162	1642	0.7748	0.6622	0.7748	0.8802
0.0887	4.9222	1644	0.7741	0.6512	0.7741	0.8798
0.0887	4.9281	1646	0.7405	0.6405	0.7405	0.8605
0.0887	4.9341	1648	0.7041	0.6840	0.7041	0.8391
0.0887	4.9401	1650	0.6741	0.6400	0.6741	0.8210
0.0887	4.9461	1652	0.7140	0.6618	0.7140	0.8450
0.0887	4.9521	1654	0.7594	0.6618	0.7594	0.8715
0.0887	4.9581	1656	0.8232	0.6696	0.8232	0.9073
0.0887	4.9641	1658	0.8581	0.6606	0.8581	0.9263
0.0887	4.9701	1660	0.8307	0.6427	0.8307	0.9114
0.0887	4.9760	1662	0.7459	0.6314	0.7459	0.8636
0.0887	4.9820	1664	0.7049	0.6405	0.7049	0.8396
0.0887	4.9880	1666	0.7309	0.6528	0.7309	0.8550
0.0887	4.9940	1668	0.7535	0.6528	0.7535	0.8680
0.0887	5.0	1670	0.7530	0.6528	0.7530	0.8678
0.0887	5.0060	1672	0.7189	0.6528	0.7189	0.8479
0.0887	5.0120	1674	0.6929	0.6283	0.6929	0.8324
0.0887	5.0180	1676	0.6901	0.6511	0.6901	0.8307
0.0887	5.0240	1678	0.7107	0.6654	0.7107	0.8430
0.0887	5.0299	1680	0.7675	0.6279	0.7675	0.8761
0.0887	5.0359	1682	0.8265	0.6061	0.8265	0.9091
0.0887	5.0419	1684	0.8092	0.6061	0.8092	0.8996
0.0887	5.0479	1686	0.8329	0.6061	0.8329	0.9126
0.0887	5.0539	1688	0.8246	0.6061	0.8246	0.9081
0.0887	5.0599	1690	0.7657	0.6	0.7657	0.8750
0.0887	5.0659	1692	0.7377	0.6560	0.7377	0.8589
0.0887	5.0719	1694	0.7513	0.6135	0.7513	0.8668
0.0887	5.0778	1696	0.7511	0.6135	0.7511	0.8667
0.0887	5.0838	1698	0.7799	0.6	0.7799	0.8831
0.0887	5.0898	1700	0.8110	0.6061	0.8110	0.9006
0.0887	5.0958	1702	0.8682	0.5931	0.8682	0.9318
0.0887	5.1018	1704	0.8797	0.5931	0.8797	0.9379
0.0887	5.1078	1706	0.8667	0.5864	0.8667	0.9310
0.0887	5.1138	1708	0.8628	0.5789	0.8628	0.9289
0.0887	5.1198	1710	0.8286	0.5933	0.8286	0.9103
0.0887	5.1257	1712	0.8299	0.5933	0.8299	0.9110
0.0887	5.1317	1714	0.8755	0.5381	0.8755	0.9357
0.0887	5.1377	1716	0.9315	0.5770	0.9315	0.9652
0.0887	5.1437	1718	0.9120	0.5770	0.9120	0.9550
0.0887	5.1497	1720	0.8665	0.5898	0.8665	0.9309
0.0887	5.1557	1722	0.8226	0.6209	0.8226	0.9070
0.0887	5.1617	1724	0.8412	0.6468	0.8412	0.9172
0.0887	5.1677	1726	0.9031	0.6049	0.9031	0.9503
0.0887	5.1737	1728	0.9080	0.6636	0.9080	0.9529
0.0887	5.1796	1730	0.8992	0.6636	0.8992	0.9483
0.0887	5.1856	1732	0.8546	0.6387	0.8546	0.9245
0.0887	5.1916	1734	0.8251	0.6429	0.8251	0.9084
0.0887	5.1976	1736	0.8651	0.6185	0.8651	0.9301
0.0887	5.2036	1738	0.9213	0.5837	0.9213	0.9598
0.0887	5.2096	1740	0.8908	0.6040	0.8908	0.9438
0.0887	5.2156	1742	0.8462	0.6365	0.8462	0.9199
0.0887	5.2216	1744	0.8375	0.6209	0.8375	0.9152
0.0887	5.2275	1746	0.8088	0.6209	0.8088	0.8994
0.0887	5.2335	1748	0.7898	0.6154	0.7898	0.8887
0.0887	5.2395	1750	0.7815	0.6293	0.7815	0.8840
0.0887	5.2455	1752	0.7578	0.6507	0.7578	0.8705
0.0887	5.2515	1754	0.7333	0.6284	0.7333	0.8563
0.0887	5.2575	1756	0.7548	0.6507	0.7548	0.8688
0.0887	5.2635	1758	0.7692	0.6293	0.7692	0.8771
0.0887	5.2695	1760	0.8021	0.6154	0.8021	0.8956
0.0887	5.2754	1762	0.8299	0.6260	0.8299	0.9110
0.0887	5.2814	1764	0.8272	0.6260	0.8272	0.9095
0.0887	5.2874	1766	0.7835	0.6591	0.7835	0.8852
0.0887	5.2934	1768	0.7211	0.6618	0.7211	0.8492
0.0887	5.2994	1770	0.7058	0.6618	0.7058	0.8401
0.0887	5.3054	1772	0.6858	0.6379	0.6858	0.8281
0.0887	5.3114	1774	0.6723	0.6162	0.6723	0.8199
0.0887	5.3174	1776	0.6748	0.6162	0.6748	0.8215
0.0887	5.3234	1778	0.6806	0.6162	0.6806	0.8250
0.0887	5.3293	1780	0.7270	0.6507	0.7270	0.8527
0.0887	5.3353	1782	0.8015	0.6362	0.8015	0.8953
0.0887	5.3413	1784	0.8851	0.5757	0.8851	0.9408
0.0887	5.3473	1786	0.9809	0.5837	0.9809	0.9904
0.0887	5.3533	1788	1.0267	0.5729	1.0267	1.0132
0.0887	5.3593	1790	1.0021	0.5755	1.0021	1.0011
0.0887	5.3653	1792	0.8960	0.5978	0.8960	0.9466
0.0887	5.3713	1794	0.7833	0.6362	0.7833	0.8850
0.0887	5.3772	1796	0.7343	0.6507	0.7343	0.8569
0.0887	5.3832	1798	0.7352	0.6507	0.7352	0.8574
0.0887	5.3892	1800	0.7546	0.6739	0.7546	0.8687
0.0887	5.3952	1802	0.7929	0.6410	0.7929	0.8905
0.0887	5.4012	1804	0.8823	0.6450	0.8823	0.9393
0.0887	5.4072	1806	0.9225	0.6097	0.9225	0.9605
0.0887	5.4132	1808	0.9063	0.6040	0.9063	0.9520
0.0887	5.4192	1810	0.8818	0.6040	0.8818	0.9390
0.0887	5.4251	1812	0.8130	0.6365	0.8130	0.9016
0.0887	5.4311	1814	0.7583	0.6135	0.7583	0.8708
0.0887	5.4371	1816	0.7225	0.6384	0.7225	0.8500
0.0887	5.4431	1818	0.7252	0.6528	0.7252	0.8516
0.0887	5.4491	1820	0.7201	0.6405	0.7201	0.8486
0.0887	5.4551	1822	0.7247	0.6197	0.7247	0.8513
0.0887	5.4611	1824	0.7431	0.6447	0.7431	0.8620
0.0887	5.4671	1826	0.7417	0.6447	0.7417	0.8612
0.0887	5.4731	1828	0.7351	0.6405	0.7351	0.8574
0.0887	5.4790	1830	0.7340	0.6405	0.7340	0.8567
0.0887	5.4850	1832	0.7247	0.6197	0.7247	0.8513
0.0887	5.4910	1834	0.7602	0.6599	0.7602	0.8719
0.0887	5.4970	1836	0.7757	0.6599	0.7757	0.8807
0.0887	5.5030	1838	0.7463	0.6478	0.7463	0.8639
0.0887	5.5090	1840	0.7359	0.6478	0.7359	0.8578
0.0887	5.5150	1842	0.7587	0.6478	0.7587	0.8710
0.0887	5.5210	1844	0.7939	0.6585	0.7939	0.8910
0.0887	5.5269	1846	0.7780	0.6512	0.7780	0.8820
0.0887	5.5329	1848	0.7399	0.6512	0.7399	0.8602
0.0887	5.5389	1850	0.6612	0.6638	0.6612	0.8131
0.0887	5.5449	1852	0.5969	0.6569	0.5969	0.7726
0.0887	5.5509	1854	0.5812	0.6974	0.5812	0.7623
0.0887	5.5569	1856	0.5971	0.6569	0.5971	0.7727
0.0887	5.5629	1858	0.6187	0.6569	0.6187	0.7865
0.0887	5.5689	1860	0.6532	0.6840	0.6532	0.8082
0.0887	5.5749	1862	0.6989	0.6822	0.6989	0.8360
0.0887	5.5808	1864	0.7058	0.6822	0.7058	0.8401
0.0887	5.5868	1866	0.7056	0.6822	0.7056	0.8400
0.0887	5.5928	1868	0.6894	0.6822	0.6894	0.8303
0.0887	5.5988	1870	0.6612	0.6822	0.6612	0.8132
0.0887	5.6048	1872	0.6141	0.6777	0.6141	0.7836
0.0887	5.6108	1874	0.5947	0.6569	0.5947	0.7712
0.0887	5.6168	1876	0.5837	0.6569	0.5837	0.7640
0.0887	5.6228	1878	0.5848	0.6569	0.5848	0.7647
0.0887	5.6287	1880	0.5947	0.6569	0.5947	0.7712
0.0887	5.6347	1882	0.6095	0.6569	0.6095	0.7807
0.0887	5.6407	1884	0.6317	0.6638	0.6317	0.7948
0.0887	5.6467	1886	0.6132	0.6569	0.6132	0.7831
0.0887	5.6527	1888	0.5884	0.6569	0.5884	0.7671
0.0887	5.6587	1890	0.5821	0.6569	0.5821	0.7630
0.0887	5.6647	1892	0.6035	0.6569	0.6035	0.7769
0.0887	5.6707	1894	0.6663	0.6822	0.6663	0.8163
0.0887	5.6766	1896	0.7591	0.6804	0.7591	0.8713
0.0887	5.6826	1898	0.8400	0.6410	0.8400	0.9165
0.0887	5.6886	1900	0.8707	0.6410	0.8707	0.9331
0.0887	5.6946	1902	0.8555	0.6410	0.8555	0.9249
0.0887	5.7006	1904	0.8063	0.6410	0.8063	0.8979
0.0887	5.7066	1906	0.7562	0.6804	0.7562	0.8696
0.0887	5.7126	1908	0.6959	0.6384	0.6959	0.8342
0.0887	5.7186	1910	0.6150	0.6549	0.6150	0.7842
0.0887	5.7246	1912	0.5725	0.6851	0.5725	0.7566
0.0887	5.7305	1914	0.5609	0.6518	0.5609	0.7490
0.0887	5.7365	1916	0.5727	0.6730	0.5727	0.7568
0.0887	5.7425	1918	0.5962	0.6691	0.5962	0.7721
0.0887	5.7485	1920	0.6410	0.6758	0.6410	0.8006
0.0887	5.7545	1922	0.6654	0.6618	0.6654	0.8157
0.0887	5.7605	1924	0.6530	0.6618	0.6530	0.8081
0.0887	5.7665	1926	0.6339	0.6405	0.6339	0.7962
0.0887	5.7725	1928	0.6015	0.6691	0.6015	0.7756
0.0887	5.7784	1930	0.5930	0.6691	0.5930	0.7700
0.0887	5.7844	1932	0.5901	0.6569	0.5901	0.7682
0.0887	5.7904	1934	0.5890	0.6569	0.5890	0.7675
0.0887	5.7964	1936	0.6012	0.6691	0.6012	0.7754
0.0887	5.8024	1938	0.6018	0.6569	0.6018	0.7757
0.0887	5.8084	1940	0.6123	0.6691	0.6123	0.7825
0.0887	5.8144	1942	0.6282	0.6405	0.6282	0.7926
0.0887	5.8204	1944	0.6219	0.6691	0.6219	0.7886
0.0887	5.8263	1946	0.5904	0.6974	0.5904	0.7683
0.0887	5.8323	1948	0.5824	0.6974	0.5824	0.7631
0.0887	5.8383	1950	0.6026	0.6974	0.6026	0.7762
0.0887	5.8443	1952	0.6182	0.6569	0.6182	0.7863
0.0887	5.8503	1954	0.6167	0.6569	0.6167	0.7853
0.0887	5.8563	1956	0.6248	0.6283	0.6248	0.7904
0.0887	5.8623	1958	0.6316	0.6405	0.6316	0.7948
0.0887	5.8683	1960	0.6166	0.6569	0.6166	0.7853
0.0887	5.8743	1962	0.6231	0.6283	0.6231	0.7894
0.0887	5.8802	1964	0.6438	0.6405	0.6438	0.8024
0.0887	5.8862	1966	0.6396	0.6405	0.6396	0.7997
0.0887	5.8922	1968	0.6190	0.6283	0.6190	0.7868
0.0887	5.8982	1970	0.6107	0.6833	0.6107	0.7815
0.0887	5.9042	1972	0.6104	0.6691	0.6104	0.7813
0.0887	5.9102	1974	0.6147	0.6691	0.6147	0.7840
0.0887	5.9162	1976	0.6244	0.6283	0.6244	0.7902
0.0887	5.9222	1978	0.6363	0.6405	0.6363	0.7977
0.0887	5.9281	1980	0.6447	0.6822	0.6447	0.8029
0.0887	5.9341	1982	0.6342	0.6704	0.6342	0.7963
0.0887	5.9401	1984	0.6203	0.6840	0.6203	0.7876
0.0887	5.9461	1986	0.5970	0.6638	0.5970	0.7727
0.0887	5.9521	1988	0.5719	0.7068	0.5719	0.7563
0.0887	5.9581	1990	0.5783	0.6795	0.5783	0.7605
0.0887	5.9641	1992	0.6089	0.6638	0.6089	0.7803
0.0887	5.9701	1994	0.6263	0.6704	0.6263	0.7914
0.0887	5.9760	1996	0.6083	0.6638	0.6083	0.7799
0.0887	5.9820	1998	0.5860	0.6833	0.5860	0.7655
0.0666	5.9880	2000	0.5839	0.6974	0.5839	0.7641
0.0666	5.9940	2002	0.6061	0.6638	0.6061	0.7785
0.0666	6.0	2004	0.6447	0.6618	0.6447	0.8029
0.0666	6.0060	2006	0.6658	0.6822	0.6658	0.8159
0.0666	6.0120	2008	0.6720	0.6822	0.6720	0.8198
0.0666	6.0180	2010	0.6540	0.6637	0.6540	0.8087
0.0666	6.0240	2012	0.6176	0.6840	0.6176	0.7859
0.0666	6.0299	2014	0.6046	0.7554	0.6046	0.7775
0.0666	6.0359	2016	0.5824	0.7188	0.5824	0.7631
0.0666	6.0419	2018	0.5802	0.7068	0.5802	0.7617
0.0666	6.0479	2020	0.5863	0.6974	0.5863	0.7657
0.0666	6.0539	2022	0.6079	0.6840	0.6079	0.7797
0.0666	6.0599	2024	0.6135	0.6840	0.6135	0.7833
0.0666	6.0659	2026	0.6365	0.6822	0.6365	0.7978
0.0666	6.0719	2028	0.6578	0.6822	0.6578	0.8110
0.0666	6.0778	2030	0.6775	0.6822	0.6775	0.8231
0.0666	6.0838	2032	0.7054	0.6822	0.7054	0.8399
0.0666	6.0898	2034	0.6897	0.6822	0.6897	0.8305
0.0666	6.0958	2036	0.6449	0.6405	0.6449	0.8030
0.0666	6.1018	2038	0.6159	0.6426	0.6159	0.7848
0.0666	6.1078	2040	0.5971	0.6569	0.5971	0.7727
0.0666	6.1138	2042	0.5916	0.6569	0.5916	0.7692
0.0666	6.1198	2044	0.6127	0.6426	0.6127	0.7828
0.0666	6.1257	2046	0.6431	0.6822	0.6431	0.8019
0.0666	6.1317	2048	0.6651	0.6822	0.6651	0.8155
0.0666	6.1377	2050	0.6557	0.6822	0.6557	0.8097
0.0666	6.1437	2052	0.6736	0.6822	0.6736	0.8207
0.0666	6.1497	2054	0.6634	0.6618	0.6634	0.8145
0.0666	6.1557	2056	0.6784	0.6618	0.6784	0.8236
0.0666	6.1617	2058	0.7221	0.6739	0.7221	0.8497
0.0666	6.1677	2060	0.7677	0.6804	0.7677	0.8762
0.0666	6.1737	2062	0.7961	0.6804	0.7961	0.8923
0.0666	6.1796	2064	0.7736	0.6599	0.7736	0.8795
0.0666	6.1856	2066	0.7348	0.6599	0.7348	0.8572
0.0666	6.1916	2068	0.6980	0.6384	0.6980	0.8355
0.0666	6.1976	2070	0.7026	0.6384	0.7026	0.8382
0.0666	6.2036	2072	0.7307	0.6429	0.7307	0.8548
0.0666	6.2096	2074	0.7761	0.6427	0.7761	0.8810
0.0666	6.2156	2076	0.7756	0.6427	0.7756	0.8807
0.0666	6.2216	2078	0.7354	0.6468	0.7354	0.8575
0.0666	6.2275	2080	0.6997	0.6176	0.6997	0.8365
0.0666	6.2335	2082	0.6557	0.6672	0.6557	0.8098
0.0666	6.2395	2084	0.6507	0.6672	0.6507	0.8066
0.0666	6.2455	2086	0.6864	0.6384	0.6864	0.8285
0.0666	6.2515	2088	0.7581	0.6429	0.7581	0.8707
0.0666	6.2575	2090	0.8002	0.6574	0.8002	0.8945
0.0666	6.2635	2092	0.8496	0.6538	0.8496	0.9217
0.0666	6.2695	2094	0.8534	0.6538	0.8534	0.9238
0.0666	6.2754	2096	0.8124	0.675	0.8124	0.9013
0.0666	6.2814	2098	0.7361	0.6599	0.7361	0.8580
0.0666	6.2874	2100	0.6730	0.6384	0.6730	0.8203
0.0666	6.2934	2102	0.6556	0.6528	0.6556	0.8097
0.0666	6.2994	2104	0.6683	0.6384	0.6683	0.8175
0.0666	6.3054	2106	0.6983	0.6384	0.6983	0.8356
0.0666	6.3114	2108	0.7432	0.6599	0.7432	0.8621
0.0666	6.3174	2110	0.7588	0.6599	0.7588	0.8711
0.0666	6.3234	2112	0.7596	0.6599	0.7596	0.8715
0.0666	6.3293	2114	0.7636	0.6599	0.7636	0.8739
0.0666	6.3353	2116	0.7268	0.6599	0.7268	0.8525
0.0666	6.3413	2118	0.6848	0.6384	0.6848	0.8275
0.0666	6.3473	2120	0.6832	0.6384	0.6832	0.8266
0.0666	6.3533	2122	0.7081	0.6599	0.7081	0.8415
0.0666	6.3593	2124	0.7293	0.6599	0.7293	0.8540
0.0666	6.3653	2126	0.7613	0.6599	0.7613	0.8725
0.0666	6.3713	2128	0.7793	0.6804	0.7793	0.8828
0.0666	6.3772	2130	0.7842	0.675	0.7842	0.8856
0.0666	6.3832	2132	0.7582	0.6804	0.7582	0.8707
0.0666	6.3892	2134	0.7186	0.6599	0.7186	0.8477
0.0666	6.3952	2136	0.6571	0.6739	0.6571	0.8106
0.0666	6.4012	2138	0.6389	0.6549	0.6389	0.7993
0.0666	6.4072	2140	0.6248	0.6549	0.6248	0.7904
0.0666	6.4132	2142	0.6244	0.6549	0.6244	0.7902
0.0666	6.4192	2144	0.6506	0.6758	0.6506	0.8066
0.0666	6.4251	2146	0.6544	0.6758	0.6544	0.8090
0.0666	6.4311	2148	0.6457	0.6758	0.6457	0.8035
0.0666	6.4371	2150	0.6318	0.6549	0.6318	0.7949
0.0666	6.4431	2152	0.6165	0.6549	0.6165	0.7852
0.0666	6.4491	2154	0.6206	0.6549	0.6206	0.7878
0.0666	6.4551	2156	0.6101	0.6549	0.6101	0.7811
0.0666	6.4611	2158	0.5973	0.6549	0.5973	0.7728
0.0666	6.4671	2160	0.5930	0.6549	0.5930	0.7701
0.0666	6.4731	2162	0.6189	0.6549	0.6189	0.7867
0.0666	6.4790	2164	0.6578	0.6384	0.6578	0.8110
0.0666	6.4850	2166	0.6630	0.6384	0.6630	0.8143
0.0666	6.4910	2168	0.6537	0.6384	0.6537	0.8085
0.0666	6.4970	2170	0.6428	0.6528	0.6428	0.8017
0.0666	6.5030	2172	0.6548	0.6384	0.6548	0.8092
0.0666	6.5090	2174	0.6885	0.6599	0.6885	0.8298
0.0666	6.5150	2176	0.7161	0.6599	0.7161	0.8462
0.0666	6.5210	2178	0.7088	0.6599	0.7088	0.8419
0.0666	6.5269	2180	0.6909	0.6599	0.6909	0.8312
0.0666	6.5329	2182	0.6488	0.6739	0.6488	0.8055
0.0666	6.5389	2184	0.6396	0.6739	0.6396	0.7998
0.0666	6.5449	2186	0.6332	0.6739	0.6332	0.7957
0.0666	6.5509	2188	0.6402	0.6739	0.6402	0.8001
0.0666	6.5569	2190	0.6574	0.6739	0.6574	0.8108
0.0666	6.5629	2192	0.6861	0.6941	0.6861	0.8283
0.0666	6.5689	2194	0.7116	0.6941	0.7116	0.8436
0.0666	6.5749	2196	0.7138	0.6941	0.7138	0.8449
0.0666	6.5808	2198	0.6855	0.7149	0.6855	0.8279
0.0666	6.5868	2200	0.6429	0.7033	0.6429	0.8018
0.0666	6.5928	2202	0.6006	0.6777	0.6006	0.7750
0.0666	6.5988	2204	0.5741	0.7171	0.5741	0.7577
0.0666	6.6048	2206	0.5654	0.7188	0.5654	0.7519
0.0666	6.6108	2208	0.5756	0.7188	0.5756	0.7587
0.0666	6.6168	2210	0.5969	0.6777	0.5969	0.7726
0.0666	6.6228	2212	0.6035	0.6777	0.6035	0.7769
0.0666	6.6287	2214	0.6202	0.6638	0.6202	0.7875
0.0666	6.6347	2216	0.6354	0.6638	0.6354	0.7971
0.0666	6.6407	2218	0.6198	0.6638	0.6198	0.7873
0.0666	6.6467	2220	0.6236	0.6638	0.6236	0.7897
0.0666	6.6527	2222	0.6338	0.6405	0.6338	0.7961
0.0666	6.6587	2224	0.6442	0.6528	0.6442	0.8026
0.0666	6.6647	2226	0.6704	0.6384	0.6704	0.8188
0.0666	6.6707	2228	0.7077	0.6384	0.7077	0.8413
0.0666	6.6766	2230	0.7201	0.6384	0.7201	0.8486
0.0666	6.6826	2232	0.6985	0.6384	0.6985	0.8357
0.0666	6.6886	2234	0.6516	0.6405	0.6516	0.8072
0.0666	6.6946	2236	0.6290	0.6777	0.6290	0.7931
0.0666	6.7006	2238	0.6168	0.6777	0.6168	0.7854
0.0666	6.7066	2240	0.5969	0.7171	0.5969	0.7726
0.0666	6.7126	2242	0.5937	0.6932	0.5937	0.7705
0.0666	6.7186	2244	0.6004	0.7171	0.6004	0.7749
0.0666	6.7246	2246	0.6155	0.6777	0.6155	0.7845
0.0666	6.7305	2248	0.6612	0.6549	0.6612	0.8131
0.0666	6.7365	2250	0.7402	0.6384	0.7402	0.8603
0.0666	6.7425	2252	0.8002	0.6385	0.8002	0.8946
0.0666	6.7485	2254	0.8491	0.6410	0.8491	0.9214
0.0666	6.7545	2256	0.8696	0.6410	0.8696	0.9325
0.0666	6.7605	2258	0.8589	0.6173	0.8589	0.9268
0.0666	6.7665	2260	0.8805	0.6173	0.8805	0.9383
0.0666	6.7725	2262	0.8746	0.6173	0.8746	0.9352
0.0666	6.7784	2264	0.8306	0.6135	0.8306	0.9114
0.0666	6.7844	2266	0.7810	0.6384	0.7810	0.8837
0.0666	6.7904	2268	0.7702	0.6384	0.7702	0.8776
0.0666	6.7964	2270	0.7725	0.6384	0.7725	0.8789
0.0666	6.8024	2272	0.7888	0.6384	0.7888	0.8881
0.0666	6.8084	2274	0.7901	0.6431	0.7901	0.8889
0.0666	6.8144	2276	0.7534	0.6384	0.7534	0.8680
0.0666	6.8204	2278	0.7408	0.6384	0.7408	0.8607
0.0666	6.8263	2280	0.7571	0.6431	0.7571	0.8701
0.0666	6.8323	2282	0.7864	0.6230	0.7864	0.8868
0.0666	6.8383	2284	0.8054	0.6230	0.8054	0.8975
0.0666	6.8443	2286	0.8043	0.6230	0.8043	0.8968
0.0666	6.8503	2288	0.8107	0.6429	0.8107	0.9004
0.0666	6.8563	2290	0.7947	0.6230	0.7947	0.8915
0.0666	6.8623	2292	0.7601	0.6230	0.7601	0.8718
0.0666	6.8683	2294	0.7144	0.6384	0.7144	0.8452
0.0666	6.8743	2296	0.6834	0.6384	0.6834	0.8267
0.0666	6.8802	2298	0.6772	0.6261	0.6772	0.8229
0.0666	6.8862	2300	0.6846	0.6384	0.6846	0.8274
0.0666	6.8922	2302	0.7000	0.6230	0.7000	0.8367
0.0666	6.8982	2304	0.6860	0.6119	0.6860	0.8282
0.0666	6.9042	2306	0.6776	0.6119	0.6776	0.8232
0.0666	6.9102	2308	0.6793	0.6119	0.6793	0.8242
0.0666	6.9162	2310	0.6858	0.6230	0.6858	0.8281
0.0666	6.9222	2312	0.6741	0.6059	0.6741	0.8210
0.0666	6.9281	2314	0.6453	0.6405	0.6453	0.8033
0.0666	6.9341	2316	0.6367	0.6549	0.6367	0.7980
0.0666	6.9401	2318	0.6530	0.6405	0.6530	0.8081
0.0666	6.9461	2320	0.6912	0.6384	0.6912	0.8314
0.0666	6.9521	2322	0.7186	0.6384	0.7186	0.8477
0.0666	6.9581	2324	0.7268	0.6135	0.7268	0.8525
0.0666	6.9641	2326	0.7225	0.6135	0.7225	0.8500
0.0666	6.9701	2328	0.7136	0.6135	0.7136	0.8447
0.0666	6.9760	2330	0.7141	0.6384	0.7141	0.8451
0.0666	6.9820	2332	0.7260	0.6176	0.7260	0.8520
0.0666	6.9880	2334	0.7415	0.6230	0.7415	0.8611
0.0666	6.9940	2336	0.7251	0.6230	0.7251	0.8515
0.0666	7.0	2338	0.7108	0.6384	0.7108	0.8431
0.0666	7.0060	2340	0.7114	0.6384	0.7114	0.8435
0.0666	7.0120	2342	0.7290	0.6384	0.7290	0.8538
0.0666	7.0180	2344	0.7672	0.6384	0.7672	0.8759
0.0666	7.0240	2346	0.7900	0.6599	0.7900	0.8888
0.0666	7.0299	2348	0.7708	0.6599	0.7708	0.8779
0.0666	7.0359	2350	0.7431	0.6599	0.7431	0.8620
0.0666	7.0419	2352	0.7120	0.6739	0.7120	0.8438
0.0666	7.0479	2354	0.6795	0.6739	0.6795	0.8243
0.0666	7.0539	2356	0.6424	0.6549	0.6424	0.8015
0.0666	7.0599	2358	0.6151	0.6777	0.6151	0.7843
0.0666	7.0659	2360	0.6063	0.6777	0.6063	0.7786
0.0666	7.0719	2362	0.6044	0.6777	0.6044	0.7774
0.0666	7.0778	2364	0.6049	0.6777	0.6049	0.7778
0.0666	7.0838	2366	0.6028	0.6777	0.6028	0.7764
0.0666	7.0898	2368	0.6128	0.6975	0.6128	0.7828
0.0666	7.0958	2370	0.6288	0.6758	0.6288	0.7930
0.0666	7.1018	2372	0.6449	0.6618	0.6449	0.8031
0.0666	7.1078	2374	0.6449	0.6618	0.6449	0.8030
0.0666	7.1138	2376	0.6478	0.6618	0.6478	0.8048
0.0666	7.1198	2378	0.6338	0.6618	0.6338	0.7961
0.0666	7.1257	2380	0.6256	0.6618	0.6256	0.7910
0.0666	7.1317	2382	0.6114	0.6758	0.6114	0.7819
0.0666	7.1377	2384	0.6095	0.6758	0.6095	0.7807
0.0666	7.1437	2386	0.6153	0.6758	0.6153	0.7844
0.0666	7.1497	2388	0.6350	0.6618	0.6350	0.7969
0.0666	7.1557	2390	0.6649	0.6637	0.6649	0.8154
0.0666	7.1617	2392	0.6591	0.6637	0.6591	0.8119
0.0666	7.1677	2394	0.6349	0.6604	0.6349	0.7968
0.0666	7.1737	2396	0.5920	0.6758	0.5920	0.7694
0.0666	7.1796	2398	0.5544	0.7578	0.5544	0.7445
0.0666	7.1856	2400	0.5381	0.7458	0.5381	0.7336
0.0666	7.1916	2402	0.5338	0.7338	0.5338	0.7306
0.0666	7.1976	2404	0.5348	0.7338	0.5348	0.7313
0.0666	7.2036	2406	0.5413	0.7458	0.5413	0.7357
0.0666	7.2096	2408	0.5595	0.6974	0.5595	0.7480
0.0666	7.2156	2410	0.5926	0.6549	0.5926	0.7698
0.0666	7.2216	2412	0.6328	0.6618	0.6328	0.7955
0.0666	7.2275	2414	0.6695	0.6739	0.6695	0.8182
0.0666	7.2335	2416	0.6772	0.6739	0.6772	0.8229
0.0666	7.2395	2418	0.6539	0.6739	0.6539	0.8086
0.0666	7.2455	2420	0.6267	0.6405	0.6267	0.7917
0.0666	7.2515	2422	0.6139	0.6405	0.6139	0.7835
0.0666	7.2575	2424	0.6030	0.6549	0.6030	0.7765
0.0666	7.2635	2426	0.5917	0.6549	0.5917	0.7692
0.0666	7.2695	2428	0.5833	0.6691	0.5833	0.7637
0.0666	7.2754	2430	0.5738	0.6914	0.5738	0.7575
0.0666	7.2814	2432	0.5703	0.6914	0.5703	0.7552
0.0666	7.2874	2434	0.5811	0.6914	0.5811	0.7623
0.0666	7.2934	2436	0.5908	0.6777	0.5908	0.7686
0.0666	7.2994	2438	0.5963	0.6549	0.5963	0.7722
0.0666	7.3054	2440	0.5907	0.6549	0.5907	0.7686
0.0666	7.3114	2442	0.5799	0.6691	0.5799	0.7615
0.0666	7.3174	2444	0.5877	0.6549	0.5877	0.7666
0.0666	7.3234	2446	0.6100	0.6405	0.6100	0.7810
0.0666	7.3293	2448	0.6357	0.6405	0.6357	0.7973
0.0666	7.3353	2450	0.6366	0.6405	0.6366	0.7979
0.0666	7.3413	2452	0.6502	0.6618	0.6502	0.8063
0.0666	7.3473	2454	0.6623	0.6941	0.6623	0.8138
0.0666	7.3533	2456	0.6646	0.6941	0.6646	0.8152
0.0666	7.3593	2458	0.6474	0.6941	0.6474	0.8046
0.0666	7.3653	2460	0.6175	0.6638	0.6175	0.7858
0.0666	7.3713	2462	0.5997	0.6638	0.5997	0.7744
0.0666	7.3772	2464	0.6032	0.6638	0.6032	0.7767
0.0666	7.3832	2466	0.6006	0.6638	0.6006	0.7750
0.0666	7.3892	2468	0.5818	0.6777	0.5818	0.7628
0.0666	7.3952	2470	0.5638	0.6914	0.5638	0.7509

The model card is truncated. Read the rest on Hugging Face.

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 4, 2024
Updated: Dec 4, 2024