Arabic_FineTuningAraBERT_AugV4_k30_task2_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k30_task2_organization_fold1

Arabic_FineTuningAraBERT_AugV4_k30_task2_organization_fold1 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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4.9 GB on disk

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 16, 2024
Updated: Nov 16, 2024
SHA: fa2129b5

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k30_task2_organization_fold1

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: 0.6298
Qwk: 0.4324
Mse: 0.6298
Rmse: 0.7936

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	0.0044	2	2.5974	0.0	2.5974	1.6116
No log	0.0089	4	1.4686	-0.0500	1.4686	1.2119
No log	0.0133	6	0.6656	0.0	0.6656	0.8159
No log	0.0178	8	0.7164	0.3438	0.7164	0.8464
No log	0.0222	10	0.5798	0.2041	0.5798	0.7614
No log	0.0267	12	0.9380	0.0400	0.9380	0.9685
No log	0.0311	14	0.9137	-0.0800	0.9137	0.9559
No log	0.0356	16	0.9781	-0.0800	0.9781	0.9890
No log	0.04	18	0.8914	0.0	0.8914	0.9442
No log	0.0444	20	0.8167	0.0	0.8167	0.9037
No log	0.0489	22	0.9472	0.1600	0.9472	0.9732
No log	0.0533	24	1.1205	0.2286	1.1205	1.0585
No log	0.0578	26	1.0530	0.2154	1.0530	1.0261
No log	0.0622	28	1.1024	0.2286	1.1024	1.0499
No log	0.0667	30	1.1799	0.24	1.1799	1.0862
No log	0.0711	32	0.9567	0.2154	0.9567	0.9781
No log	0.0756	34	0.6525	0.1600	0.6525	0.8077
No log	0.08	36	0.5585	0.1600	0.5585	0.7474
No log	0.0844	38	0.5140	0.1600	0.5140	0.7169
No log	0.0889	40	0.5453	0.1818	0.5453	0.7384
No log	0.0933	42	0.6527	0.3143	0.6527	0.8079
No log	0.0978	44	0.5854	0.3636	0.5854	0.7651
No log	0.1022	46	0.4809	0.3226	0.4809	0.6935
No log	0.1067	48	0.5405	0.3636	0.5405	0.7352
No log	0.1111	50	0.6927	0.3662	0.6927	0.8323
No log	0.1156	52	0.6339	0.3684	0.6339	0.7962
No log	0.12	54	0.5575	0.3377	0.5575	0.7466
No log	0.1244	56	0.6350	0.3377	0.6350	0.7968
No log	0.1289	58	0.6890	0.3415	0.6890	0.8301
No log	0.1333	60	0.6881	0.2410	0.6881	0.8295
No log	0.1378	62	0.7519	0.3415	0.7519	0.8671
No log	0.1422	64	0.6420	0.4667	0.6420	0.8013
No log	0.1467	66	0.5698	0.5055	0.5698	0.7549
No log	0.1511	68	0.5301	0.5517	0.5301	0.7281
No log	0.1556	70	0.5542	0.3704	0.5542	0.7444
No log	0.16	72	0.5991	0.3250	0.5991	0.7740
No log	0.1644	74	0.7505	0.3377	0.7505	0.8663
No log	0.1689	76	0.7803	0.3415	0.7803	0.8833
No log	0.1733	78	0.7324	0.3846	0.7324	0.8558
No log	0.1778	80	0.6868	0.3846	0.6868	0.8287
No log	0.1822	82	0.7783	0.3704	0.7783	0.8822
No log	0.1867	84	0.8714	0.3704	0.8714	0.9335
No log	0.1911	86	0.8822	0.3704	0.8822	0.9393
No log	0.1956	88	0.7319	0.4156	0.7319	0.8555
No log	0.2	90	0.5831	0.3250	0.5831	0.7636
No log	0.2044	92	0.5765	0.2785	0.5765	0.7593
No log	0.2089	94	0.6217	0.2785	0.6217	0.7885
No log	0.2133	96	0.7319	0.3544	0.7319	0.8555
No log	0.2178	98	0.8540	0.4	0.8540	0.9241
No log	0.2222	100	0.8483	0.2921	0.8483	0.9210
No log	0.2267	102	0.8242	0.3333	0.8242	0.9079
No log	0.2311	104	0.8043	0.2921	0.8043	0.8968
No log	0.2356	106	0.7555	0.3250	0.7555	0.8692
No log	0.24	108	0.7542	0.3250	0.7542	0.8685
No log	0.2444	110	0.8772	0.3544	0.8772	0.9366
No log	0.2489	112	1.0154	0.4286	1.0154	1.0077
No log	0.2533	114	0.9536	0.4286	0.9536	0.9765
No log	0.2578	116	0.8081	0.4138	0.8081	0.8990
No log	0.2622	118	0.7116	0.3571	0.7116	0.8436
No log	0.2667	120	0.7335	0.3571	0.7335	0.8565
No log	0.2711	122	0.7964	0.3333	0.7964	0.8924
No log	0.2756	124	0.8245	0.3864	0.8245	0.9080
No log	0.28	126	0.8593	0.3596	0.8593	0.9270
No log	0.2844	128	0.8444	0.3182	0.8444	0.9189
No log	0.2889	130	0.8311	0.3736	0.8311	0.9116
No log	0.2933	132	0.9291	0.3864	0.9291	0.9639
No log	0.2978	134	0.9851	0.4138	0.9851	0.9925
No log	0.3022	136	1.0428	0.3294	1.0428	1.0212
No log	0.3067	138	1.0052	0.3721	1.0052	1.0026
No log	0.3111	140	1.0625	0.4124	1.0625	1.0308
No log	0.3156	142	0.9780	0.4490	0.9780	0.9890
No log	0.32	144	0.9244	0.4490	0.9244	0.9615
No log	0.3244	146	0.8643	0.3571	0.8643	0.9297
No log	0.3289	148	0.8968	0.3855	0.8968	0.9470
No log	0.3333	150	1.0168	0.2941	1.0168	1.0084
No log	0.3378	152	1.0197	0.2247	1.0197	1.0098
No log	0.3422	154	0.9000	0.1538	0.9000	0.9487
No log	0.3467	156	0.9231	0.1818	0.9231	0.9608
No log	0.3511	158	1.0667	0.1818	1.0667	1.0328
No log	0.3556	160	1.0396	0.1316	1.0396	1.0196
No log	0.36	162	0.9556	0.1818	0.9556	0.9775
No log	0.3644	164	0.9320	0.1266	0.9320	0.9654
No log	0.3689	166	1.0099	0.2737	1.0099	1.0049
No log	0.3733	168	1.1049	0.2564	1.1049	1.0512
No log	0.3778	170	0.9422	0.3544	0.9422	0.9707
No log	0.3822	172	0.8079	0.3544	0.8079	0.8988
No log	0.3867	174	0.7661	0.3544	0.7661	0.8753
No log	0.3911	176	0.8406	0.3544	0.8406	0.9168
No log	0.3956	178	0.9987	0.3846	0.9987	0.9993
No log	0.4	180	0.9959	0.3846	0.9959	0.9980
No log	0.4044	182	0.8519	0.4156	0.8519	0.9230
No log	0.4089	184	0.8372	0.4156	0.8372	0.9150
No log	0.4133	186	0.9728	0.3200	0.9728	0.9863
No log	0.4178	188	1.2875	0.0667	1.2875	1.1347
No log	0.4222	190	1.3778	0.0667	1.3778	1.1738
No log	0.4267	192	1.1440	0.1176	1.1440	1.0696
No log	0.4311	194	0.9207	0.3662	0.9207	0.9595
No log	0.4356	196	0.9196	0.3662	0.9196	0.9589
No log	0.44	198	1.1098	0.1628	1.1098	1.0535
No log	0.4444	200	1.3322	0.1474	1.3322	1.1542
No log	0.4489	202	1.2567	0.1474	1.2567	1.1210
No log	0.4533	204	1.1251	0.1099	1.1251	1.0607
No log	0.4578	206	1.2946	0.1875	1.2946	1.1378
No log	0.4622	208	1.4267	0.1474	1.4267	1.1944
No log	0.4667	210	1.5480	0.0571	1.5481	1.2442
No log	0.4711	212	1.3240	0.1474	1.3240	1.1507
No log	0.4756	214	0.9132	0.3662	0.9132	0.9556
No log	0.48	216	0.7113	0.2388	0.7113	0.8434
No log	0.4844	218	0.6993	0.2388	0.6993	0.8362
No log	0.4889	220	0.7628	0.2388	0.7628	0.8734
No log	0.4933	222	0.8539	0.1667	0.8539	0.9241
No log	0.4978	224	0.8612	0.2388	0.8612	0.9280
No log	0.5022	226	0.9122	0.3377	0.9122	0.9551
No log	0.5067	228	0.8231	0.2388	0.8231	0.9073
No log	0.5111	230	0.8930	0.3377	0.8930	0.9450
No log	0.5156	232	0.8805	0.3377	0.8805	0.9383
No log	0.52	234	0.9676	0.3377	0.9676	0.9837
No log	0.5244	236	1.1912	0.1765	1.1912	1.0914
No log	0.5289	238	1.1830	0.1628	1.1830	1.0877
No log	0.5333	240	0.9318	0.3684	0.9318	0.9653
No log	0.5378	242	0.7508	0.25	0.7508	0.8665
No log	0.5422	244	0.7146	0.25	0.7146	0.8453
No log	0.5467	246	0.8329	0.2817	0.8329	0.9126
No log	0.5511	248	0.9865	0.2222	0.9865	0.9932
No log	0.5556	250	1.0157	0.1628	1.0157	1.0078
No log	0.56	252	0.9393	0.3377	0.9393	0.9692
No log	0.5644	254	1.0445	0.1379	1.0445	1.0220
No log	0.5689	256	1.1612	0.0412	1.1612	1.0776
No log	0.5733	258	1.5288	0.1639	1.5288	1.2365
No log	0.5778	260	1.7485	0.1364	1.7485	1.3223
No log	0.5822	262	1.5518	0.1000	1.5518	1.2457
No log	0.5867	264	1.1231	-0.0235	1.1231	1.0598
No log	0.5911	266	0.7297	0.2623	0.7297	0.8542
No log	0.5956	268	0.6127	0.1724	0.6127	0.7827
No log	0.6	270	0.6243	0.1905	0.6243	0.7901
No log	0.6044	272	0.7829	0.25	0.7829	0.8848
No log	0.6089	274	1.0494	0.1176	1.0494	1.0244
No log	0.6133	276	1.3348	0.0211	1.3348	1.1553
No log	0.6178	278	1.2830	0.0667	1.2830	1.1327
No log	0.6222	280	1.1025	0.1176	1.1025	1.0500
No log	0.6267	282	0.8964	0.2286	0.8964	0.9468
No log	0.6311	284	0.7577	0.25	0.7577	0.8705
No log	0.6356	286	0.7827	0.25	0.7827	0.8847
No log	0.64	288	0.8874	0.3684	0.8874	0.9420
No log	0.6444	290	1.2085	0.1176	1.2085	1.0993
No log	0.6489	292	1.3807	0.0377	1.3807	1.1750
No log	0.6533	294	1.2812	0.125	1.2812	1.1319
No log	0.6578	296	0.9866	0.2222	0.9866	0.9933
No log	0.6622	298	0.9184	0.3684	0.9184	0.9584
No log	0.6667	300	0.9890	0.2222	0.9890	0.9945
No log	0.6711	302	0.9511	0.2222	0.9511	0.9752
No log	0.6756	304	1.0425	0.1750	1.0425	1.0210
No log	0.68	306	1.0371	0.1750	1.0371	1.0184
No log	0.6844	308	0.8679	0.3684	0.8679	0.9316
No log	0.6889	310	0.7118	0.2785	0.7118	0.8437
No log	0.6933	312	0.6403	0.2500	0.6403	0.8002
No log	0.6978	314	0.6628	0.3133	0.6628	0.8141
No log	0.7022	316	0.7369	0.3250	0.7369	0.8584
No log	0.7067	318	0.9660	0.3200	0.9660	0.9828
No log	0.7111	320	1.2000	0.1750	1.2000	1.0955
No log	0.7156	322	1.3205	0.0	1.3205	1.1491
No log	0.72	324	1.3335	0.0	1.3335	1.1548
No log	0.7244	326	1.2212	0.1750	1.2212	1.1051
No log	0.7289	328	0.9336	0.3200	0.9336	0.9662
No log	0.7333	330	0.8024	0.3684	0.8024	0.8958
No log	0.7378	332	0.7870	0.3684	0.7870	0.8872
No log	0.7422	334	0.8754	0.3684	0.8754	0.9356
No log	0.7467	336	1.0545	0.3684	1.0545	1.0269
No log	0.7511	338	1.1219	0.2222	1.1219	1.0592
No log	0.7556	340	0.9818	0.3377	0.9818	0.9909
No log	0.76	342	0.8121	0.3077	0.8121	0.9012
No log	0.7644	344	0.8646	0.3077	0.8646	0.9298
No log	0.7689	346	0.9615	0.3077	0.9615	0.9805
No log	0.7733	348	1.0655	0.1379	1.0655	1.0322
No log	0.7778	350	1.1213	0.1628	1.1213	1.0589
No log	0.7822	352	0.9990	0.2410	0.9990	0.9995
No log	0.7867	354	0.9330	0.2192	0.9330	0.9659
No log	0.7911	356	1.0522	0.1628	1.0522	1.0258
No log	0.7956	358	1.2407	0.1176	1.2407	1.1139
No log	0.8	360	1.1287	0.1628	1.1287	1.0624
No log	0.8044	362	0.9471	0.2817	0.9471	0.9732
No log	0.8089	364	0.8455	0.25	0.8455	0.9195
No log	0.8133	366	0.8706	0.25	0.8706	0.9331
No log	0.8178	368	0.9122	0.3377	0.9122	0.9551
No log	0.8222	370	1.0201	0.2963	1.0201	1.0100
No log	0.8267	372	0.9737	0.2817	0.9737	0.9867
No log	0.8311	374	0.8437	0.25	0.8437	0.9185
No log	0.8356	376	0.9292	0.2817	0.9292	0.9639
No log	0.84	378	1.0194	0.2817	1.0194	1.0096
No log	0.8444	380	1.0899	0.3684	1.0899	1.0440
No log	0.8489	382	1.0307	0.25	1.0307	1.0153
No log	0.8533	384	0.8459	0.1892	0.8459	0.9197
No log	0.8578	386	0.7968	0.1892	0.7968	0.8927
No log	0.8622	388	0.8171	0.2192	0.8171	0.9040
No log	0.8667	390	0.9103	0.25	0.9103	0.9541
No log	0.8711	392	0.9981	0.3377	0.9981	0.9991
No log	0.8756	394	1.0011	0.3377	1.0011	1.0005
No log	0.88	396	0.8759	0.25	0.8759	0.9359
No log	0.8844	398	0.8081	0.25	0.8081	0.8989
No log	0.8889	400	0.7958	0.25	0.7958	0.8921
No log	0.8933	402	0.8399	0.25	0.8399	0.9165
No log	0.8978	404	0.8632	0.25	0.8632	0.9291
No log	0.9022	406	0.7981	0.25	0.7981	0.8934
No log	0.9067	408	0.6827	0.25	0.6827	0.8262
No log	0.9111	410	0.6612	0.3014	0.6612	0.8131
No log	0.9156	412	0.6957	0.3014	0.6957	0.8341
No log	0.92	414	0.7066	0.3014	0.7066	0.8406
No log	0.9244	416	0.6608	0.3014	0.6608	0.8129
No log	0.9289	418	0.6968	0.3014	0.6968	0.8347
No log	0.9333	420	0.6784	0.3014	0.6784	0.8236
No log	0.9378	422	0.6942	0.3846	0.6942	0.8332
No log	0.9422	424	0.7451	0.3377	0.7451	0.8632
No log	0.9467	426	0.6958	0.3846	0.6958	0.8341
No log	0.9511	428	0.6258	0.4146	0.6258	0.7911
No log	0.9556	430	0.6787	0.4444	0.6787	0.8239
No log	0.96	432	0.6883	0.4444	0.6883	0.8296
No log	0.9644	434	0.6968	0.3544	0.6968	0.8347
No log	0.9689	436	0.6451	0.2308	0.6451	0.8032
No log	0.9733	438	0.6173	0.2025	0.6173	0.7857
No log	0.9778	440	0.6023	0.24	0.6023	0.7761
No log	0.9822	442	0.6435	0.24	0.6435	0.8022
No log	0.9867	444	0.6977	0.3333	0.6977	0.8353
No log	0.9911	446	0.8093	0.2286	0.8093	0.8996
No log	0.9956	448	1.0590	0.3200	1.0590	1.0291
No log	1.0	450	1.1363	0.2963	1.1363	1.0660
No log	1.0044	452	0.9863	0.3684	0.9863	0.9931
No log	1.0089	454	0.7380	0.4000	0.7380	0.8591
No log	1.0133	456	0.6556	0.3377	0.6556	0.8097
No log	1.0178	458	0.6879	0.2895	0.6879	0.8294
No log	1.0222	460	0.6856	0.3377	0.6856	0.8280
No log	1.0267	462	0.6610	0.3377	0.6610	0.8130
No log	1.0311	464	0.6709	0.3377	0.6709	0.8191
No log	1.0356	466	0.7035	0.3544	0.7035	0.8388
No log	1.04	468	0.7809	0.3377	0.7809	0.8837
No log	1.0444	470	0.9261	0.3333	0.9261	0.9623
No log	1.0489	472	0.8983	0.3333	0.8983	0.9478
No log	1.0533	474	0.7625	0.3014	0.7625	0.8732
No log	1.0578	476	0.7299	0.2703	0.7299	0.8543
No log	1.0622	478	0.8186	0.2817	0.8186	0.9048
No log	1.0667	480	0.9833	0.2105	0.9833	0.9916
No log	1.0711	482	1.0510	0.2963	1.0510	1.0252
No log	1.0756	484	1.0088	0.2963	1.0088	1.0044
No log	1.08	486	0.9206	0.1818	0.9206	0.9595
No log	1.0844	488	0.7717	0.3014	0.7717	0.8785
No log	1.0889	490	0.7463	0.3014	0.7463	0.8639
No log	1.0933	492	0.7186	0.2703	0.7186	0.8477
No log	1.0978	494	0.7314	0.2703	0.7314	0.8552
No log	1.1022	496	0.7808	0.2703	0.7808	0.8836
No log	1.1067	498	0.8862	0.3544	0.8862	0.9414
0.374	1.1111	500	0.9991	0.3133	0.9991	0.9995
0.374	1.1156	502	0.9682	0.3133	0.9682	0.9840
0.374	1.12	504	0.9331	0.3133	0.9331	0.9660
0.374	1.1244	506	0.9115	0.3133	0.9115	0.9547
0.374	1.1289	508	0.8063	0.3014	0.8063	0.8979
0.374	1.1333	510	0.6771	0.3846	0.6771	0.8229
0.374	1.1378	512	0.6457	0.3704	0.6457	0.8035
0.374	1.1422	514	0.6411	0.3846	0.6411	0.8007
0.374	1.1467	516	0.7116	0.3014	0.7116	0.8436
0.374	1.1511	518	0.9068	0.3684	0.9068	0.9523
0.374	1.1556	520	1.0573	0.2500	1.0573	1.0283
0.374	1.16	522	1.0232	0.2500	1.0232	1.0116
0.374	1.1644	524	0.8519	0.3684	0.8519	0.9230
0.374	1.1689	526	0.6859	0.25	0.6859	0.8282
0.374	1.1733	528	0.6455	0.3200	0.6455	0.8034
0.374	1.1778	530	0.6328	0.3377	0.6328	0.7955
0.374	1.1822	532	0.6864	0.3200	0.6864	0.8285
0.374	1.1867	534	0.8378	0.4156	0.8378	0.9153
0.374	1.1911	536	1.0404	0.2963	1.0404	1.0200
0.374	1.1956	538	1.0358	0.2963	1.0358	1.0177
0.374	1.2	540	0.8729	0.3377	0.8729	0.9343
0.374	1.2044	542	0.7612	0.4444	0.7612	0.8725
0.374	1.2089	544	0.6834	0.2963	0.6834	0.8267
0.374	1.2133	546	0.6737	0.2683	0.6737	0.8208
0.374	1.2178	548	0.6486	0.2683	0.6486	0.8053
0.374	1.2222	550	0.6453	0.3846	0.6453	0.8033
0.374	1.2267	552	0.7663	0.3544	0.7663	0.8754
0.374	1.2311	554	0.8331	0.2895	0.8331	0.9127
0.374	1.2356	556	0.8181	0.3377	0.8181	0.9045
0.374	1.24	558	0.7180	0.3077	0.7180	0.8474
0.374	1.2444	560	0.6393	0.3377	0.6393	0.7996
0.374	1.2489	562	0.6296	0.3333	0.6296	0.7934
0.374	1.2533	564	0.6474	0.3333	0.6474	0.8046
0.374	1.2578	566	0.7162	0.2963	0.7162	0.8463
0.374	1.2622	568	0.7915	0.3294	0.7915	0.8897
0.374	1.2667	570	0.8445	0.3294	0.8445	0.9190
0.374	1.2711	572	0.8996	0.3294	0.8996	0.9485
0.374	1.2756	574	1.0256	0.3571	1.0256	1.0127
0.374	1.28	576	1.1593	0.1429	1.1593	1.0767
0.374	1.2844	578	1.2691	0.1649	1.2691	1.1266
0.374	1.2889	580	1.2247	0.2418	1.2247	1.1066
0.374	1.2933	582	1.0914	0.2000	1.0914	1.0447
0.374	1.2978	584	0.9255	0.1600	0.9255	0.9620
0.374	1.3022	586	0.9338	0.1600	0.9338	0.9663
0.374	1.3067	588	1.0535	0.2000	1.0535	1.0264
0.374	1.3111	590	1.2560	0.2000	1.2560	1.1207
0.374	1.3156	592	1.3132	0.2000	1.3132	1.1460
0.374	1.32	594	1.2363	0.2000	1.2363	1.1119
0.374	1.3244	596	1.0382	0.2000	1.0382	1.0189
0.374	1.3289	598	0.9071	0.0741	0.9071	0.9524
0.374	1.3333	600	0.8454	0.2105	0.8454	0.9195
0.374	1.3378	602	0.8980	0.0741	0.8980	0.9476
0.374	1.3422	604	0.9305	0.0741	0.9305	0.9646
0.374	1.3467	606	0.9757	0.2963	0.9757	0.9878
0.374	1.3511	608	0.9650	0.2963	0.9650	0.9824
0.374	1.3556	610	0.8513	0.4	0.8513	0.9227
0.374	1.3600	612	0.8086	0.4	0.8086	0.8992
0.374	1.3644	614	0.7890	0.3855	0.7890	0.8883
0.374	1.3689	616	0.7277	0.4419	0.7277	0.8530
0.374	1.3733	618	0.6888	0.4138	0.6888	0.8299
0.374	1.3778	620	0.6460	0.4578	0.6460	0.8037
0.374	1.3822	622	0.6423	0.4578	0.6423	0.8014
0.374	1.3867	624	0.6166	0.4304	0.6166	0.7853
0.374	1.3911	626	0.6362	0.4419	0.6362	0.7976
0.374	1.3956	628	0.7102	0.5055	0.7102	0.8428
0.374	1.4	630	0.8026	0.4130	0.8026	0.8959
0.374	1.4044	632	0.9303	0.3265	0.9303	0.9645
0.374	1.4089	634	0.9910	0.3265	0.9910	0.9955
0.374	1.4133	636	0.9200	0.3636	0.9200	0.9592
0.374	1.4178	638	0.8211	0.2979	0.8211	0.9061
0.374	1.4222	640	0.7571	0.3448	0.7571	0.8701
0.374	1.4267	642	0.8092	0.3596	0.8092	0.8996
0.374	1.4311	644	0.8521	0.3448	0.8521	0.9231
0.374	1.4356	646	0.8967	0.3846	0.8967	0.9470
0.374	1.44	648	0.9523	0.2683	0.9523	0.9758
0.374	1.4444	650	0.9988	0.1176	0.9988	0.9994
0.374	1.4489	652	0.9170	0.0250	0.9170	0.9576
0.374	1.4533	654	0.8877	0.0250	0.8877	0.9422
0.374	1.4578	656	0.9612	0.0250	0.9612	0.9804
0.374	1.4622	658	1.0827	0.1176	1.0827	1.0405
0.374	1.4667	660	1.1710	0.1176	1.1710	1.0821
0.374	1.4711	662	1.1478	0.1176	1.1478	1.0713
0.374	1.4756	664	1.0088	0.1176	1.0088	1.0044
0.374	1.48	666	0.8298	0.2817	0.8298	0.9109
0.374	1.4844	668	0.7601	0.3514	0.7601	0.8718
0.374	1.4889	670	0.7829	0.3514	0.7829	0.8848
0.374	1.4933	672	0.8271	0.2785	0.8271	0.9095
0.374	1.4978	674	0.7773	0.3684	0.7773	0.8816
0.374	1.5022	676	0.7603	0.475	0.7603	0.8719
0.374	1.5067	678	0.7543	0.475	0.7543	0.8685
0.374	1.5111	680	0.7583	0.4	0.7583	0.8708
0.374	1.5156	682	0.7944	0.2683	0.7944	0.8913
0.374	1.52	684	0.7349	0.3846	0.7349	0.8573
0.374	1.5244	686	0.6918	0.4	0.6918	0.8317
0.374	1.5289	688	0.6951	0.3250	0.6951	0.8337
0.374	1.5333	690	0.7826	0.3133	0.7826	0.8846
0.374	1.5378	692	0.9427	0.2683	0.9427	0.9709
0.374	1.5422	694	1.1259	0.1628	1.1259	1.0611
0.374	1.5467	696	1.1381	0.1628	1.1381	1.0668
0.374	1.5511	698	1.0107	0.1379	1.0107	1.0053
0.374	1.5556	700	0.8820	0.3133	0.8820	0.9392
0.374	1.56	702	0.8481	0.3448	0.8481	0.9209
0.374	1.5644	704	0.8043	0.4146	0.8043	0.8968
0.374	1.5689	706	0.8141	0.4146	0.8141	0.9023
0.374	1.5733	708	0.9066	0.4419	0.9066	0.9521
0.374	1.5778	710	0.9348	0.4419	0.9348	0.9668
0.374	1.5822	712	0.9401	0.3448	0.9401	0.9696
0.374	1.5867	714	0.8794	0.3864	0.8794	0.9378
0.374	1.5911	716	0.8702	0.3133	0.8702	0.9328
0.374	1.5956	718	0.8690	0.3571	0.8690	0.9322
0.374	1.6	720	0.9000	0.3505	0.9000	0.9487
0.374	1.6044	722	0.8782	0.3226	0.8782	0.9371
0.374	1.6089	724	0.8130	0.3294	0.8130	0.9017
0.374	1.6133	726	0.8403	0.3704	0.8403	0.9167
0.374	1.6178	728	0.9822	0.3377	0.9822	0.9911
0.374	1.6222	730	1.0752	0.1628	1.0752	1.0369
0.374	1.6267	732	1.0304	0.1176	1.0304	1.0151
0.374	1.6311	734	1.0050	0.1176	1.0050	1.0025
0.374	1.6356	736	0.8952	0.3684	0.8952	0.9461
0.374	1.6400	738	0.7674	0.2703	0.7674	0.8760
0.374	1.6444	740	0.7363	0.3200	0.7363	0.8581
0.374	1.6489	742	0.7820	0.3014	0.7820	0.8843
0.374	1.6533	744	0.9320	0.2326	0.9320	0.9654
0.374	1.6578	746	1.0587	0.1882	1.0587	1.0289
0.374	1.6622	748	1.1090	0.1882	1.1090	1.0531
0.374	1.6667	750	1.0196	0.1882	1.0196	1.0097
0.374	1.6711	752	0.9236	0.2326	0.9236	0.9611
0.374	1.6756	754	0.7836	0.2963	0.7836	0.8852
0.374	1.6800	756	0.6809	0.3333	0.6809	0.8252
0.374	1.6844	758	0.6829	0.3333	0.6829	0.8264
0.374	1.6889	760	0.7716	0.3333	0.7716	0.8784
0.374	1.6933	762	0.8400	0.3415	0.8400	0.9165
0.374	1.6978	764	0.7994	0.3333	0.7994	0.8941
0.374	1.7022	766	0.7842	0.3014	0.7842	0.8855
0.374	1.7067	768	0.8275	0.3014	0.8275	0.9097
0.374	1.7111	770	0.9319	0.2759	0.9319	0.9654
0.374	1.7156	772	0.9008	0.2785	0.9008	0.9491
0.374	1.72	774	0.9200	0.2785	0.9200	0.9592
0.374	1.7244	776	0.9230	0.3514	0.9230	0.9607
0.374	1.7289	778	0.9102	0.3333	0.9102	0.9540
0.374	1.7333	780	0.8672	0.2817	0.8672	0.9312
0.374	1.7378	782	0.8496	0.3333	0.8496	0.9217
0.374	1.7422	784	0.9251	0.1316	0.9251	0.9618
0.374	1.7467	786	1.0209	0.0741	1.0209	1.0104
0.374	1.7511	788	1.0227	0.0741	1.0227	1.0113
0.374	1.7556	790	0.9406	0.1316	0.9406	0.9698
0.374	1.76	792	0.8556	0.1316	0.8556	0.9250
0.374	1.7644	794	0.8151	0.2817	0.8151	0.9028
0.374	1.7689	796	0.7689	0.2817	0.7689	0.8769
0.374	1.7733	798	0.8429	0.2817	0.8429	0.9181
0.374	1.7778	800	0.9621	0.1750	0.9621	0.9808
0.374	1.7822	802	1.0439	0.1750	1.0439	1.0217
0.374	1.7867	804	0.9671	0.2222	0.9671	0.9834
0.374	1.7911	806	0.8503	0.3684	0.8503	0.9221
0.374	1.7956	808	0.8263	0.3684	0.8263	0.9090
0.374	1.8	810	0.8515	0.2222	0.8515	0.9228
0.374	1.8044	812	0.8771	0.2222	0.8771	0.9366
0.374	1.8089	814	0.8355	0.3684	0.8355	0.9141
0.374	1.8133	816	0.8444	0.3684	0.8444	0.9189
0.374	1.8178	818	0.9099	0.2222	0.9099	0.9539
0.374	1.8222	820	0.8847	0.3684	0.8847	0.9406
0.374	1.8267	822	0.8577	0.2817	0.8577	0.9261
0.374	1.8311	824	0.8372	0.2817	0.8372	0.9150
0.374	1.8356	826	0.7852	0.2817	0.7852	0.8861
0.374	1.8400	828	0.7702	0.2817	0.7702	0.8776
0.374	1.8444	830	0.8192	0.2817	0.8192	0.9051
0.374	1.8489	832	0.9118	0.2817	0.9118	0.9549
0.374	1.8533	834	0.9295	0.2817	0.9295	0.9641
0.374	1.8578	836	0.9681	0.2222	0.9681	0.9839
0.374	1.8622	838	0.9265	0.2817	0.9265	0.9625
0.374	1.8667	840	0.8238	0.2817	0.8238	0.9076
0.374	1.8711	842	0.7751	0.2817	0.7751	0.8804
0.374	1.8756	844	0.8371	0.2817	0.8371	0.9149
0.374	1.88	846	0.9380	0.2817	0.9380	0.9685
0.374	1.8844	848	1.0298	0.1628	1.0298	1.0148
0.374	1.8889	850	0.9685	0.2105	0.9685	0.9841
0.374	1.8933	852	0.9219	0.2105	0.9219	0.9602
0.374	1.8978	854	0.8587	0.3014	0.8587	0.9267
0.374	1.9022	856	0.8465	0.3014	0.8465	0.9201
0.374	1.9067	858	0.9202	0.2105	0.9202	0.9593
0.374	1.9111	860	0.9933	0.0741	0.9933	0.9966
0.374	1.9156	862	1.0810	0.1628	1.0810	1.0397
0.374	1.92	864	1.0193	0.1176	1.0193	1.0096
0.374	1.9244	866	0.8929	0.2817	0.8929	0.9450
0.374	1.9289	868	0.8392	0.25	0.8392	0.9161
0.374	1.9333	870	0.8848	0.25	0.8848	0.9406
0.374	1.9378	872	0.8766	0.25	0.8766	0.9363
0.374	1.9422	874	0.8609	0.3377	0.8609	0.9279
0.374	1.9467	876	0.8643	0.3377	0.8643	0.9297
0.374	1.9511	878	0.8620	0.2683	0.8620	0.9285
0.374	1.9556	880	0.8460	0.2683	0.8460	0.9198
0.374	1.96	882	0.8529	0.3571	0.8529	0.9236
0.374	1.9644	884	0.8533	0.3133	0.8533	0.9237
0.374	1.9689	886	0.7979	0.3571	0.7979	0.8932
0.374	1.9733	888	0.7966	0.3014	0.7966	0.8925
0.374	1.9778	890	0.8375	0.3133	0.8375	0.9151
0.374	1.9822	892	0.9288	0.1628	0.9288	0.9637
0.374	1.9867	894	0.9428	0.1628	0.9428	0.9710
0.374	1.9911	896	0.8167	0.3333	0.8167	0.9037
0.374	1.9956	898	0.7199	0.3014	0.7199	0.8485
0.374	2.0	900	0.6743	0.4	0.6743	0.8211
0.374	2.0044	902	0.7172	0.3014	0.7172	0.8469
0.374	2.0089	904	0.7971	0.3846	0.7971	0.8928
0.374	2.0133	906	0.8242	0.3846	0.8242	0.9078
0.374	2.0178	908	0.7612	0.3514	0.7612	0.8725
0.374	2.0222	910	0.7327	0.3684	0.7327	0.8560
0.374	2.0267	912	0.7698	0.3684	0.7698	0.8774
0.374	2.0311	914	0.8116	0.4	0.8116	0.9009
0.374	2.0356	916	0.8340	0.3514	0.8340	0.9132
0.374	2.04	918	0.7798	0.3514	0.7798	0.8830
0.374	2.0444	920	0.6922	0.3514	0.6922	0.8320
0.374	2.0489	922	0.6350	0.4	0.6350	0.7969
0.374	2.0533	924	0.5833	0.4	0.5833	0.7637
0.374	2.0578	926	0.5888	0.2857	0.5888	0.7673
0.374	2.0622	928	0.6458	0.3226	0.6458	0.8036
0.374	2.0667	930	0.7267	0.2817	0.7267	0.8525
0.374	2.0711	932	0.8556	0.2286	0.8556	0.9250
0.374	2.0756	934	0.9715	0.1750	0.9715	0.9857
0.374	2.08	936	1.0901	0.1176	1.0901	1.0441
0.374	2.0844	938	1.1026	0.2069	1.1026	1.0501
0.374	2.0889	940	0.9405	0.1818	0.9405	0.9698
0.374	2.0933	942	0.7699	0.3684	0.7699	0.8774
0.374	2.0978	944	0.6943	0.3684	0.6943	0.8333
0.374	2.1022	946	0.6234	0.4324	0.6234	0.7895
0.374	2.1067	948	0.6203	0.3836	0.6203	0.7876
0.374	2.1111	950	0.6640	0.3684	0.6640	0.8148
0.374	2.1156	952	0.7161	0.4	0.7161	0.8462
0.374	2.12	954	0.7744	0.3514	0.7744	0.8800
0.374	2.1244	956	0.8537	0.3514	0.8537	0.9240
0.374	2.1289	958	0.8866	0.3514	0.8866	0.9416
0.374	2.1333	960	0.9119	0.1818	0.9119	0.9550
0.374	2.1378	962	0.8653	0.3514	0.8653	0.9302
0.374	2.1422	964	0.8083	0.4	0.8083	0.8990
0.374	2.1467	966	0.7321	0.3684	0.7321	0.8556
0.374	2.1511	968	0.7236	0.3077	0.7236	0.8506
0.374	2.1556	970	0.7401	0.3377	0.7401	0.8603
0.374	2.16	972	0.7794	0.3684	0.7794	0.8829
0.374	2.1644	974	0.8131	0.2785	0.8131	0.9017
0.374	2.1689	976	0.7965	0.2785	0.7965	0.8925
0.374	2.1733	978	0.7486	0.3684	0.7486	0.8652
0.374	2.1778	980	0.7035	0.3684	0.7035	0.8387
0.374	2.1822	982	0.6870	0.3684	0.6870	0.8288
0.374	2.1867	984	0.7036	0.4	0.7036	0.8388
0.374	2.1911	986	0.7212	0.4	0.7212	0.8492
0.374	2.1956	988	0.7943	0.4304	0.7943	0.8912
0.374	2.2	990	0.8733	0.3415	0.8733	0.9345
0.374	2.2044	992	0.8913	0.3415	0.8913	0.9441
0.374	2.2089	994	0.8031	0.4156	0.8031	0.8962
0.374	2.2133	996	0.6775	0.3514	0.6775	0.8231
0.374	2.2178	998	0.6018	0.4304	0.6018	0.7757
0.1609	2.2222	1000	0.5873	0.4324	0.5873	0.7664
0.1609	2.2267	1002	0.5974	0.4615	0.5974	0.7729
0.1609	2.2311	1004	0.6225	0.4156	0.6225	0.7890
0.1609	2.2356	1006	0.6702	0.3200	0.6702	0.8186
0.1609	2.24	1008	0.6927	0.3200	0.6927	0.8323
0.1609	2.2444	1010	0.6846	0.3200	0.6846	0.8274
0.1609	2.2489	1012	0.6620	0.4156	0.6620	0.8136
0.1609	2.2533	1014	0.6457	0.4	0.6457	0.8036
0.1609	2.2578	1016	0.6331	0.3684	0.6331	0.7957
0.1609	2.2622	1018	0.6343	0.4	0.6343	0.7964
0.1609	2.2667	1020	0.6082	0.4	0.6082	0.7798
0.1609	2.2711	1022	0.6011	0.3684	0.6011	0.7753
0.1609	2.2756	1024	0.6037	0.4	0.6037	0.7770
0.1609	2.2800	1026	0.6278	0.4156	0.6278	0.7924
0.1609	2.2844	1028	0.6686	0.475	0.6686	0.8177
0.1609	2.2889	1030	0.6846	0.475	0.6846	0.8274
0.1609	2.2933	1032	0.6503	0.4878	0.6503	0.8064
0.1609	2.2978	1034	0.6150	0.475	0.6150	0.7842
0.1609	2.3022	1036	0.5987	0.4444	0.5987	0.7737
0.1609	2.3067	1038	0.6001	0.4444	0.6001	0.7747
0.1609	2.3111	1040	0.6079	0.4444	0.6079	0.7797
0.1609	2.3156	1042	0.6409	0.5412	0.6409	0.8006
0.1609	2.32	1044	0.7388	0.4000	0.7388	0.8595
0.1609	2.3244	1046	0.8475	0.3846	0.8475	0.9206
0.1609	2.3289	1048	0.8831	0.3133	0.8831	0.9397
0.1609	2.3333	1050	0.8271	0.4304	0.8271	0.9094
0.1609	2.3378	1052	0.7256	0.3846	0.7256	0.8518
0.1609	2.3422	1054	0.6861	0.3846	0.6861	0.8283
0.1609	2.3467	1056	0.6746	0.4324	0.6746	0.8214
0.1609	2.3511	1058	0.6789	0.4324	0.6789	0.8240
0.1609	2.3556	1060	0.7002	0.3846	0.7002	0.8368
0.1609	2.36	1062	0.7460	0.3514	0.7460	0.8637
0.1609	2.3644	1064	0.7504	0.4	0.7504	0.8663
0.1609	2.3689	1066	0.7065	0.3846	0.7065	0.8406
0.1609	2.3733	1068	0.6996	0.4000	0.6996	0.8364
0.1609	2.3778	1070	0.7089	0.4156	0.7089	0.8420
0.1609	2.3822	1072	0.7398	0.4474	0.7398	0.8601
0.1609	2.3867	1074	0.7821	0.3514	0.7821	0.8844
0.1609	2.3911	1076	0.7899	0.3514	0.7899	0.8887
0.1609	2.3956	1078	0.7733	0.4156	0.7733	0.8794
0.1609	2.4	1080	0.7592	0.4156	0.7592	0.8713
0.1609	2.4044	1082	0.7674	0.3684	0.7674	0.8760
0.1609	2.4089	1084	0.7751	0.3514	0.7751	0.8804
0.1609	2.4133	1086	0.7708	0.3200	0.7708	0.8780
0.1609	2.4178	1088	0.7838	0.3200	0.7838	0.8853
0.1609	2.4222	1090	0.8050	0.2500	0.8050	0.8972
0.1609	2.4267	1092	0.8547	0.3077	0.8547	0.9245
0.1609	2.4311	1094	0.9023	0.2597	0.9023	0.9499
0.1609	2.4356	1096	0.8889	0.2597	0.8889	0.9428
0.1609	2.44	1098	0.8421	0.2785	0.8421	0.9177
0.1609	2.4444	1100	0.7634	0.3514	0.7634	0.8738
0.1609	2.4489	1102	0.7213	0.3684	0.7213	0.8493
0.1609	2.4533	1104	0.7079	0.4	0.7079	0.8413
0.1609	2.4578	1106	0.7237	0.3514	0.7237	0.8507
0.1609	2.4622	1108	0.7246	0.3014	0.7246	0.8512
0.1609	2.4667	1110	0.6751	0.4	0.6751	0.8216
0.1609	2.4711	1112	0.6281	0.3684	0.6281	0.7925
0.1609	2.4756	1114	0.6084	0.4615	0.6084	0.7800
0.1609	2.48	1116	0.6121	0.3684	0.6121	0.7824
0.1609	2.4844	1118	0.6293	0.3684	0.6293	0.7933
0.1609	2.4889	1120	0.6932	0.3514	0.6932	0.8326
0.1609	2.4933	1122	0.8103	0.3014	0.8103	0.9002
0.1609	2.4978	1124	0.8391	0.3014	0.8391	0.9160
0.1609	2.5022	1126	0.8157	0.3014	0.8157	0.9031
0.1609	2.5067	1128	0.7309	0.3514	0.7309	0.8549
0.1609	2.5111	1130	0.6859	0.3514	0.6859	0.8282
0.1609	2.5156	1132	0.6270	0.4	0.6270	0.7918
0.1609	2.52	1134	0.6371	0.4	0.6371	0.7982
0.1609	2.5244	1136	0.6702	0.4	0.6702	0.8187
0.1609	2.5289	1138	0.7366	0.3514	0.7366	0.8582
0.1609	2.5333	1140	0.8363	0.3333	0.8363	0.9145
0.1609	2.5378	1142	0.9295	0.1220	0.9295	0.9641
0.1609	2.5422	1144	1.0072	0.0690	1.0072	1.0036
0.1609	2.5467	1146	1.0124	0.0690	1.0124	1.0062
0.1609	2.5511	1148	0.9251	0.0690	0.9251	0.9618
0.1609	2.5556	1150	0.8033	0.4324	0.8033	0.8963
0.1609	2.56	1152	0.7236	0.3143	0.7236	0.8506
0.1609	2.5644	1154	0.7172	0.1972	0.7172	0.8469
0.1609	2.5689	1156	0.7349	0.3143	0.7349	0.8573
0.1609	2.5733	1158	0.7976	0.4474	0.7976	0.8931
0.1609	2.5778	1160	0.9300	0.1136	0.9300	0.9644
0.1609	2.5822	1162	1.0742	0.0690	1.0742	1.0365
0.1609	2.5867	1164	1.1676	0.1099	1.1676	1.0806
0.1609	2.5911	1166	1.1339	0.1099	1.1339	1.0648
0.1609	2.5956	1168	1.0362	0.0233	1.0362	1.0179
0.1609	2.6	1170	0.9230	0.0690	0.9230	0.9607
0.1609	2.6044	1172	0.7783	0.3836	0.7783	0.8822
0.1609	2.6089	1174	0.7088	0.4474	0.7088	0.8419
0.1609	2.6133	1176	0.6893	0.4474	0.6893	0.8302
0.1609	2.6178	1178	0.6811	0.4156	0.6811	0.8253
0.1609	2.6222	1180	0.6803	0.4156	0.6803	0.8248
0.1609	2.6267	1182	0.7177	0.4156	0.7177	0.8472
0.1609	2.6311	1184	0.7379	0.4	0.7379	0.8590
0.1609	2.6356	1186	0.7613	0.4	0.7613	0.8725
0.1609	2.64	1188	0.7706	0.4	0.7706	0.8778
0.1609	2.6444	1190	0.7432	0.4	0.7432	0.8621
0.1609	2.6489	1192	0.6803	0.4304	0.6803	0.8248
0.1609	2.6533	1194	0.6281	0.2963	0.6281	0.7925
0.1609	2.6578	1196	0.6151	0.2895	0.6151	0.7843
0.1609	2.6622	1198	0.6144	0.2895	0.6144	0.7839
0.1609	2.6667	1200	0.6267	0.2963	0.6267	0.7916
0.1609	2.6711	1202	0.6670	0.4000	0.6670	0.8167
0.1609	2.6756	1204	0.7091	0.4615	0.7091	0.8421
0.1609	2.68	1206	0.7358	0.3684	0.7358	0.8578
0.1609	2.6844	1208	0.7391	0.4156	0.7391	0.8597
0.1609	2.6889	1210	0.7594	0.3836	0.7594	0.8714
0.1609	2.6933	1212	0.7580	0.3836	0.7580	0.8706
0.1609	2.6978	1214	0.7250	0.4324	0.7250	0.8515
0.1609	2.7022	1216	0.6841	0.4615	0.6841	0.8271
0.1609	2.7067	1218	0.6555	0.4000	0.6555	0.8096
0.1609	2.7111	1220	0.6537	0.4	0.6537	0.8085
0.1609	2.7156	1222	0.6578	0.4324	0.6578	0.8111
0.1609	2.7200	1224	0.6652	0.4615	0.6652	0.8156
0.1609	2.7244	1226	0.6580	0.4507	0.6580	0.8112
0.1609	2.7289	1228	0.6746	0.4	0.6746	0.8213
0.1609	2.7333	1230	0.6839	0.4	0.6839	0.8270
0.1609	2.7378	1232	0.7240	0.3836	0.7240	0.8509
0.1609	2.7422	1234	0.8161	0.3333	0.8161	0.9034
0.1609	2.7467	1236	0.8613	0.1316	0.8613	0.9281
0.1609	2.7511	1238	0.8268	0.3333	0.8268	0.9093
0.1609	2.7556	1240	0.7936	0.3836	0.7936	0.8908
0.1609	2.76	1242	0.7513	0.3836	0.7513	0.8668
0.1609	2.7644	1244	0.6946	0.3836	0.6946	0.8334
0.1609	2.7689	1246	0.6439	0.3514	0.6439	0.8024
0.1609	2.7733	1248	0.6525	0.3684	0.6525	0.8078
0.1609	2.7778	1250	0.6781	0.3846	0.6781	0.8234
0.1609	2.7822	1252	0.7078	0.4146	0.7078	0.8413
0.1609	2.7867	1254	0.7222	0.4146	0.7222	0.8498
0.1609	2.7911	1256	0.7050	0.3133	0.7050	0.8396
0.1609	2.7956	1258	0.7095	0.3133	0.7095	0.8423
0.1609	2.8	1260	0.7259	0.3133	0.7259	0.8520
0.1609	2.8044	1262	0.7337	0.3133	0.7337	0.8566
0.1609	2.8089	1264	0.7284	0.3133	0.7284	0.8535
0.1609	2.8133	1266	0.7230	0.3133	0.7230	0.8503
0.1609	2.8178	1268	0.7158	0.3704	0.7158	0.8461
0.1609	2.8222	1270	0.7399	0.4	0.7399	0.8602
0.1609	2.8267	1272	0.7654	0.2785	0.7654	0.8749
0.1609	2.8311	1274	0.8242	0.2785	0.8242	0.9079
0.1609	2.8356	1276	0.8411	0.3077	0.8411	0.9171
0.1609	2.84	1278	0.7871	0.2785	0.7871	0.8872
0.1609	2.8444	1280	0.7526	0.3514	0.7526	0.8675
0.1609	2.8489	1282	0.7108	0.3836	0.7108	0.8431
0.1609	2.8533	1284	0.6910	0.4	0.6910	0.8313
0.1609	2.8578	1286	0.6883	0.4324	0.6883	0.8296
0.1609	2.8622	1288	0.7235	0.3514	0.7235	0.8506
0.1609	2.8667	1290	0.7613	0.3514	0.7613	0.8725
0.1609	2.8711	1292	0.7674	0.3836	0.7674	0.8760
0.1609	2.8756	1294	0.7362	0.3514	0.7362	0.8580
0.1609	2.88	1296	0.6885	0.4	0.6885	0.8298
0.1609	2.8844	1298	0.6637	0.4	0.6637	0.8147
0.1609	2.8889	1300	0.6460	0.4	0.6460	0.8037
0.1609	2.8933	1302	0.6418	0.4	0.6418	0.8012
0.1609	2.8978	1304	0.6456	0.3836	0.6456	0.8035
0.1609	2.9022	1306	0.6643	0.4348	0.6643	0.8151
0.1609	2.9067	1308	0.6951	0.4324	0.6951	0.8337
0.1609	2.9111	1310	0.6883	0.4	0.6883	0.8296
0.1609	2.9156	1312	0.6811	0.3684	0.6811	0.8253
0.1609	2.92	1314	0.6645	0.3684	0.6645	0.8152
0.1609	2.9244	1316	0.6443	0.4304	0.6443	0.8027
0.1609	2.9289	1318	0.6504	0.475	0.6504	0.8065
0.1609	2.9333	1320	0.6757	0.4615	0.6757	0.8220
0.1609	2.9378	1322	0.7124	0.3684	0.7124	0.8440
0.1609	2.9422	1324	0.7173	0.3684	0.7173	0.8470
0.1609	2.9467	1326	0.6961	0.3684	0.6961	0.8343
0.1609	2.9511	1328	0.6986	0.3684	0.6986	0.8358
0.1609	2.9556	1330	0.7197	0.3684	0.7197	0.8484
0.1609	2.96	1332	0.7221	0.4324	0.7221	0.8498
0.1609	2.9644	1334	0.7087	0.4324	0.7087	0.8419
0.1609	2.9689	1336	0.6820	0.3836	0.6820	0.8258
0.1609	2.9733	1338	0.6776	0.3836	0.6776	0.8231
0.1609	2.9778	1340	0.6809	0.3514	0.6809	0.8252
0.1609	2.9822	1342	0.7005	0.3514	0.7005	0.8370
0.1609	2.9867	1344	0.7161	0.3544	0.7161	0.8462
0.1609	2.9911	1346	0.7424	0.3846	0.7424	0.8616
0.1609	2.9956	1348	0.7484	0.3846	0.7484	0.8651
0.1609	3.0	1350	0.7708	0.3514	0.7708	0.8779
0.1609	3.0044	1352	0.7469	0.3514	0.7469	0.8643
0.1609	3.0089	1354	0.7065	0.3684	0.7065	0.8405
0.1609	3.0133	1356	0.6958	0.3514	0.6958	0.8342
0.1609	3.0178	1358	0.6785	0.3514	0.6785	0.8237
0.1609	3.0222	1360	0.6586	0.4	0.6586	0.8115
0.1609	3.0267	1362	0.6639	0.4	0.6639	0.8148
0.1609	3.0311	1364	0.6861	0.3377	0.6861	0.8283
0.1609	3.0356	1366	0.7057	0.4828	0.7057	0.8400
0.1609	3.04	1368	0.7301	0.4545	0.7301	0.8544
0.1609	3.0444	1370	0.7364	0.4828	0.7364	0.8581
0.1609	3.0489	1372	0.7245	0.4419	0.7245	0.8512
0.1609	3.0533	1374	0.7101	0.4419	0.7101	0.8427
0.1609	3.0578	1376	0.6991	0.4	0.6991	0.8361
0.1609	3.0622	1378	0.6697	0.4419	0.6697	0.8183
0.1609	3.0667	1380	0.6285	0.4304	0.6285	0.7928
0.1609	3.0711	1382	0.6092	0.4474	0.6092	0.7805
0.1609	3.0756	1384	0.6204	0.4444	0.6204	0.7877
0.1609	3.08	1386	0.6558	0.4304	0.6558	0.8098
0.1609	3.0844	1388	0.7420	0.4474	0.7420	0.8614
0.1609	3.0889	1390	0.7929	0.4474	0.7929	0.8904
0.1609	3.0933	1392	0.7973	0.4	0.7973	0.8929
0.1609	3.0978	1394	0.7353	0.4474	0.7353	0.8575
0.1609	3.1022	1396	0.6726	0.4474	0.6726	0.8201
0.1609	3.1067	1398	0.6253	0.4935	0.6253	0.7908
0.1609	3.1111	1400	0.6263	0.4935	0.6263	0.7914
0.1609	3.1156	1402	0.6423	0.4935	0.6423	0.8014
0.1609	3.12	1404	0.6728	0.4	0.6728	0.8203
0.1609	3.1244	1406	0.7272	0.3514	0.7272	0.8528
0.1609	3.1289	1408	0.7283	0.2785	0.7283	0.8534
0.1609	3.1333	1410	0.7036	0.3014	0.7036	0.8388
0.1609	3.1378	1412	0.7059	0.2308	0.7059	0.8402
0.1609	3.1422	1414	0.6986	0.3514	0.6986	0.8358
0.1609	3.1467	1416	0.7293	0.3014	0.7293	0.8540
0.1609	3.1511	1418	0.7510	0.3014	0.7510	0.8666
0.1609	3.1556	1420	0.8152	0.2597	0.8152	0.9029
0.1609	3.16	1422	0.8859	0.2597	0.8859	0.9412
0.1609	3.1644	1424	0.8813	0.2597	0.8813	0.9388
0.1609	3.1689	1426	0.8094	0.3333	0.8094	0.8997
0.1609	3.1733	1428	0.7901	0.3333	0.7901	0.8889
0.1609	3.1778	1430	0.8154	0.3333	0.8154	0.9030
0.1609	3.1822	1432	0.8852	0.2597	0.8852	0.9409
0.1609	3.1867	1434	1.0044	0.0690	1.0044	1.0022
0.1609	3.1911	1436	1.1068	0.0233	1.1068	1.0520
0.1609	3.1956	1438	1.0773	0.0233	1.0773	1.0379
0.1609	3.2	1440	0.9632	0.0690	0.9632	0.9814
0.1609	3.2044	1442	0.8867	0.2597	0.8867	0.9417
0.1609	3.2089	1444	0.8392	0.2597	0.8392	0.9161
0.1609	3.2133	1446	0.8003	0.2597	0.8003	0.8946
0.1609	3.2178	1448	0.8337	0.2597	0.8337	0.9131
0.1609	3.2222	1450	0.9388	0.2105	0.9388	0.9689
0.1609	3.2267	1452	0.9904	0.0741	0.9904	0.9952
0.1609	3.2311	1454	0.9488	0.0741	0.9488	0.9741
0.1609	3.2356	1456	0.8959	0.2105	0.8959	0.9465
0.1609	3.24	1458	0.8331	0.2597	0.8331	0.9127
0.1609	3.2444	1460	0.7876	0.2597	0.7876	0.8875
0.1609	3.2489	1462	0.7244	0.3143	0.7244	0.8511
0.1609	3.2533	1464	0.6923	0.2941	0.6923	0.8321
0.1609	3.2578	1466	0.6901	0.3836	0.6901	0.8307
0.1609	3.2622	1468	0.7207	0.24	0.7207	0.8490
0.1609	3.2667	1470	0.7944	0.2597	0.7944	0.8913
0.1609	3.2711	1472	0.8830	0.2597	0.8830	0.9397
0.1609	3.2756	1474	0.9531	0.2597	0.9531	0.9763
0.1609	3.2800	1476	0.9792	0.1220	0.9792	0.9895
0.1609	3.2844	1478	0.9106	0.2597	0.9106	0.9542
0.1609	3.2889	1480	0.7978	0.2597	0.7978	0.8932
0.1609	3.2933	1482	0.7113	0.4	0.7113	0.8434
0.1609	3.2978	1484	0.6630	0.4	0.6630	0.8142
0.1609	3.3022	1486	0.6424	0.4	0.6424	0.8015
0.1609	3.3067	1488	0.6515	0.4	0.6515	0.8071
0.1609	3.3111	1490	0.6972	0.3514	0.6972	0.8350
0.1609	3.3156	1492	0.7905	0.2597	0.7905	0.8891
0.1609	3.32	1494	0.8309	0.2105	0.8309	0.9115
0.1609	3.3244	1496	0.7979	0.3333	0.7979	0.8932
0.1609	3.3289	1498	0.7073	0.3514	0.7073	0.8410
0.1057	3.3333	1500	0.6349	0.4935	0.6349	0.7968
0.1057	3.3378	1502	0.6155	0.3250	0.6155	0.7845
0.1057	3.3422	1504	0.6177	0.2963	0.6177	0.7860
0.1057	3.3467	1506	0.6162	0.3250	0.6162	0.7850
0.1057	3.3511	1508	0.6099	0.2895	0.6099	0.7809
0.1057	3.3556	1510	0.6083	0.2895	0.6083	0.7799
0.1057	3.36	1512	0.6200	0.2963	0.6200	0.7874
0.1057	3.3644	1514	0.6384	0.4304	0.6384	0.7990
0.1057	3.3689	1516	0.6652	0.4304	0.6652	0.8156
0.1057	3.3733	1518	0.6931	0.4304	0.6931	0.8325
0.1057	3.3778	1520	0.7227	0.3846	0.7227	0.8501
0.1057	3.3822	1522	0.7358	0.4	0.7358	0.8578
0.1057	3.3867	1524	0.7145	0.4	0.7145	0.8453
0.1057	3.3911	1526	0.6810	0.3662	0.6810	0.8252
0.1057	3.3956	1528	0.6659	0.3662	0.6659	0.8160
0.1057	3.4	1530	0.6600	0.3514	0.6600	0.8124
0.1057	3.4044	1532	0.6685	0.4	0.6685	0.8176
0.1057	3.4089	1534	0.6941	0.4	0.6941	0.8331
0.1057	3.4133	1536	0.7303	0.3684	0.7303	0.8546
0.1057	3.4178	1538	0.8067	0.2308	0.8067	0.8981
0.1057	3.4222	1540	0.8500	0.0964	0.8500	0.9220
0.1057	3.4267	1542	0.8413	0.0964	0.8413	0.9172
0.1057	3.4311	1544	0.7937	0.0964	0.7937	0.8909
0.1057	3.4356	1546	0.7187	0.3846	0.7187	0.8478
0.1057	3.44	1548	0.6952	0.475	0.6952	0.8338
0.1057	3.4444	1550	0.6914	0.475	0.6914	0.8315
0.1057	3.4489	1552	0.6773	0.4444	0.6773	0.8230
0.1057	3.4533	1554	0.6836	0.475	0.6836	0.8268
0.1057	3.4578	1556	0.6973	0.3846	0.6973	0.8351
0.1057	3.4622	1558	0.7291	0.3377	0.7291	0.8539
0.1057	3.4667	1560	0.7690	0.3514	0.7690	0.8769
0.1057	3.4711	1562	0.7561	0.3514	0.7561	0.8696
0.1057	3.4756	1564	0.7034	0.3377	0.7034	0.8387
0.1057	3.48	1566	0.6550	0.4000	0.6550	0.8093
0.1057	3.4844	1568	0.6415	0.3377	0.6415	0.8009
0.1057	3.4889	1570	0.6474	0.3077	0.6474	0.8046
0.1057	3.4933	1572	0.6466	0.3077	0.6466	0.8041
0.1057	3.4978	1574	0.6388	0.3377	0.6388	0.7992
0.1057	3.5022	1576	0.6466	0.4474	0.6466	0.8041
0.1057	3.5067	1578	0.6666	0.3544	0.6666	0.8165
0.1057	3.5111	1580	0.7064	0.4	0.7064	0.8404
0.1057	3.5156	1582	0.7227	0.4	0.7227	0.8501
0.1057	3.52	1584	0.7165	0.3514	0.7165	0.8465
0.1057	3.5244	1586	0.7097	0.3514	0.7097	0.8424
0.1057	3.5289	1588	0.6993	0.4	0.6993	0.8363
0.1057	3.5333	1590	0.6713	0.4	0.6713	0.8193
0.1057	3.5378	1592	0.6468	0.4658	0.6468	0.8042
0.1057	3.5422	1594	0.6289	0.4324	0.6289	0.7930
0.1057	3.5467	1596	0.6201	0.4324	0.6201	0.7875
0.1057	3.5511	1598	0.6172	0.4324	0.6172	0.7856
0.1057	3.5556	1600	0.6189	0.4324	0.6189	0.7867
0.1057	3.56	1602	0.6405	0.3662	0.6405	0.8003
0.1057	3.5644	1604	0.6703	0.4	0.6703	0.8187
0.1057	3.5689	1606	0.6755	0.4	0.6755	0.8219
0.1057	3.5733	1608	0.6553	0.3684	0.6553	0.8095
0.1057	3.5778	1610	0.6261	0.3514	0.6261	0.7913
0.1057	3.5822	1612	0.6158	0.4	0.6158	0.7847
0.1057	3.5867	1614	0.6208	0.4	0.6208	0.7879
0.1057	3.5911	1616	0.6406	0.3836	0.6406	0.8004
0.1057	3.5956	1618	0.6871	0.3684	0.6871	0.8289
0.1057	3.6	1620	0.7146	0.3684	0.7146	0.8453
0.1057	3.6044	1622	0.7024	0.3684	0.7024	0.8381
0.1057	3.6089	1624	0.6727	0.3514	0.6727	0.8202
0.1057	3.6133	1626	0.6606	0.4	0.6606	0.8128
0.1057	3.6178	1628	0.6663	0.4474	0.6663	0.8162
0.1057	3.6222	1630	0.6706	0.4474	0.6706	0.8189
0.1057	3.6267	1632	0.6851	0.3514	0.6851	0.8277
0.1057	3.6311	1634	0.7099	0.3836	0.7099	0.8425
0.1057	3.6356	1636	0.7102	0.4167	0.7102	0.8427
0.1057	3.64	1638	0.7109	0.3684	0.7109	0.8431
0.1057	3.6444	1640	0.7101	0.3684	0.7101	0.8427
0.1057	3.6489	1642	0.7131	0.3684	0.7131	0.8444
0.1057	3.6533	1644	0.7031	0.3684	0.7031	0.8385
0.1057	3.6578	1646	0.6764	0.4474	0.6764	0.8225
0.1057	3.6622	1648	0.6480	0.4507	0.6480	0.8050
0.1057	3.6667	1650	0.6132	0.3662	0.6132	0.7831
0.1057	3.6711	1652	0.6050	0.3014	0.6050	0.7778
0.1057	3.6756	1654	0.6153	0.3014	0.6153	0.7844
0.1057	3.68	1656	0.6362	0.3014	0.6362	0.7976
0.1057	3.6844	1658	0.6761	0.4	0.6761	0.8222
0.1057	3.6889	1660	0.6976	0.3514	0.6976	0.8353
0.1057	3.6933	1662	0.6949	0.3836	0.6949	0.8336
0.1057	3.6978	1664	0.6735	0.3662	0.6735	0.8207
0.1057	3.7022	1666	0.6464	0.3514	0.6464	0.8040
0.1057	3.7067	1668	0.6379	0.3514	0.6379	0.7987
0.1057	3.7111	1670	0.6405	0.3514	0.6405	0.8003
0.1057	3.7156	1672	0.6575	0.3514	0.6575	0.8109
0.1057	3.7200	1674	0.6928	0.3200	0.6928	0.8323
0.1057	3.7244	1676	0.7147	0.3514	0.7147	0.8454
0.1057	3.7289	1678	0.7374	0.3333	0.7374	0.8587
0.1057	3.7333	1680	0.7348	0.3333	0.7348	0.8572
0.1057	3.7378	1682	0.7022	0.4	0.7022	0.8380
0.1057	3.7422	1684	0.6671	0.3846	0.6671	0.8168
0.1057	3.7467	1686	0.6447	0.4474	0.6447	0.8029
0.1057	3.7511	1688	0.6373	0.4474	0.6373	0.7983
0.1057	3.7556	1690	0.6432	0.5063	0.6432	0.8020
0.1057	3.76	1692	0.6692	0.3684	0.6692	0.8181
0.1057	3.7644	1694	0.6954	0.4	0.6954	0.8339
0.1057	3.7689	1696	0.6866	0.3514	0.6866	0.8286
0.1057	3.7733	1698	0.6771	0.3514	0.6771	0.8228
0.1057	3.7778	1700	0.6528	0.4	0.6528	0.8080
0.1057	3.7822	1702	0.6172	0.3684	0.6172	0.7856
0.1057	3.7867	1704	0.6000	0.4167	0.6000	0.7746
0.1057	3.7911	1706	0.5838	0.5135	0.5838	0.7641
0.1057	3.7956	1708	0.5809	0.5135	0.5809	0.7622
0.1057	3.8	1710	0.5871	0.5135	0.5871	0.7662
0.1057	3.8044	1712	0.6101	0.3662	0.6101	0.7811
0.1057	3.8089	1714	0.6506	0.3684	0.6506	0.8066
0.1057	3.8133	1716	0.6941	0.4324	0.6941	0.8331
0.1057	3.8178	1718	0.7324	0.3836	0.7324	0.8558
0.1057	3.8222	1720	0.7691	0.1316	0.7691	0.8770
0.1057	3.8267	1722	0.7526	0.2817	0.7526	0.8676
0.1057	3.8311	1724	0.7720	0.2817	0.7720	0.8786
0.1057	3.8356	1726	0.7639	0.3333	0.7639	0.8740
0.1057	3.84	1728	0.7309	0.3836	0.7309	0.8549
0.1057	3.8444	1730	0.7044	0.3836	0.7044	0.8393
0.1057	3.8489	1732	0.7048	0.3836	0.7048	0.8395
0.1057	3.8533	1734	0.6649	0.4324	0.6649	0.8154
0.1057	3.8578	1736	0.6496	0.48	0.6496	0.8060
0.1057	3.8622	1738	0.6384	0.4474	0.6384	0.7990
0.1057	3.8667	1740	0.6355	0.4935	0.6355	0.7972
0.1057	3.8711	1742	0.6549	0.48	0.6549	0.8093
0.1057	3.8756	1744	0.6857	0.3836	0.6857	0.8281
0.1057	3.88	1746	0.6960	0.3836	0.6960	0.8342
0.1057	3.8844	1748	0.6986	0.3836	0.6986	0.8358
0.1057	3.8889	1750	0.7171	0.3836	0.7171	0.8468
0.1057	3.8933	1752	0.7024	0.3836	0.7024	0.8381
0.1057	3.8978	1754	0.7047	0.3333	0.7047	0.8395
0.1057	3.9022	1756	0.6998	0.3333	0.6998	0.8366
0.1057	3.9067	1758	0.7203	0.3333	0.7203	0.8487
0.1057	3.9111	1760	0.7151	0.3333	0.7151	0.8456
0.1057	3.9156	1762	0.6750	0.3836	0.6750	0.8216
0.1057	3.92	1764	0.6362	0.4167	0.6362	0.7976
0.1057	3.9244	1766	0.6360	0.4324	0.6360	0.7975
0.1057	3.9289	1768	0.6491	0.4324	0.6491	0.8056
0.1057	3.9333	1770	0.6663	0.4304	0.6663	0.8163
0.1057	3.9378	1772	0.6864	0.4474	0.6864	0.8285
0.1057	3.9422	1774	0.6940	0.4	0.6940	0.8330
0.1057	3.9467	1776	0.7151	0.3836	0.7151	0.8456
0.1057	3.9511	1778	0.7067	0.4324	0.7067	0.8406
0.1057	3.9556	1780	0.6864	0.4324	0.6864	0.8285
0.1057	3.96	1782	0.6599	0.4	0.6599	0.8123
0.1057	3.9644	1784	0.6262	0.4304	0.6262	0.7913
0.1057	3.9689	1786	0.6071	0.4324	0.6071	0.7792
0.1057	3.9733	1788	0.6014	0.4324	0.6014	0.7755
0.1057	3.9778	1790	0.6080	0.4324	0.6080	0.7798
0.1057	3.9822	1792	0.6178	0.4324	0.6178	0.7860
0.1057	3.9867	1794	0.6379	0.4304	0.6379	0.7987
0.1057	3.9911	1796	0.6542	0.4304	0.6542	0.8088
0.1057	3.9956	1798	0.6729	0.3377	0.6729	0.8203
0.1057	4.0	1800	0.6883	0.3846	0.6883	0.8297
0.1057	4.0044	1802	0.6980	0.4304	0.6980	0.8355
0.1057	4.0089	1804	0.6911	0.4304	0.6911	0.8313
0.1057	4.0133	1806	0.6744	0.4304	0.6744	0.8212
0.1057	4.0178	1808	0.6609	0.4304	0.6609	0.8130
0.1057	4.0222	1810	0.6624	0.3846	0.6624	0.8139
0.1057	4.0267	1812	0.6565	0.3377	0.6565	0.8103
0.1057	4.0311	1814	0.6486	0.3684	0.6486	0.8053
0.1057	4.0356	1816	0.6188	0.3333	0.6188	0.7866
0.1057	4.04	1818	0.6043	0.3333	0.6043	0.7773
0.1057	4.0444	1820	0.6110	0.3333	0.6110	0.7817
0.1057	4.0489	1822	0.6253	0.3143	0.6253	0.7908
0.1057	4.0533	1824	0.6371	0.3514	0.6371	0.7982
0.1057	4.0578	1826	0.6583	0.3514	0.6583	0.8113
0.1057	4.0622	1828	0.6660	0.4	0.6660	0.8161
0.1057	4.0667	1830	0.6536	0.4	0.6536	0.8085
0.1057	4.0711	1832	0.6244	0.4615	0.6244	0.7902
0.1057	4.0756	1834	0.6029	0.4615	0.6029	0.7764
0.1057	4.08	1836	0.5833	0.4324	0.5833	0.7637
0.1057	4.0844	1838	0.5762	0.4658	0.5762	0.7591
0.1057	4.0889	1840	0.5837	0.4658	0.5837	0.7640
0.1057	4.0933	1842	0.5956	0.5	0.5956	0.7718
0.1057	4.0978	1844	0.6102	0.4474	0.6102	0.7812
0.1057	4.1022	1846	0.6349	0.3514	0.6349	0.7968
0.1057	4.1067	1848	0.6177	0.4474	0.6177	0.7859
0.1057	4.1111	1850	0.5908	0.5	0.5908	0.7687
0.1057	4.1156	1852	0.5916	0.4658	0.5916	0.7692
0.1057	4.12	1854	0.6044	0.5	0.6044	0.7774
0.1057	4.1244	1856	0.6448	0.4474	0.6448	0.8030
0.1057	4.1289	1858	0.6651	0.4	0.6651	0.8156
0.1057	4.1333	1860	0.6530	0.4935	0.6530	0.8081
0.1057	4.1378	1862	0.6274	0.4935	0.6274	0.7921
0.1057	4.1422	1864	0.6049	0.3824	0.6049	0.7778
0.1057	4.1467	1866	0.6069	0.4658	0.6069	0.7790
0.1057	4.1511	1868	0.6228	0.4507	0.6228	0.7892
0.1057	4.1556	1870	0.6605	0.4	0.6605	0.8127
0.1057	4.16	1872	0.7119	0.3014	0.7119	0.8438
0.1057	4.1644	1874	0.7416	0.3014	0.7416	0.8612
0.1057	4.1689	1876	0.7281	0.3014	0.7281	0.8533
0.1057	4.1733	1878	0.7034	0.3514	0.7034	0.8387
0.1057	4.1778	1880	0.6793	0.3514	0.6793	0.8242
0.1057	4.1822	1882	0.6431	0.4	0.6431	0.8019
0.1057	4.1867	1884	0.6299	0.4474	0.6299	0.7937
0.1057	4.1911	1886	0.6232	0.4474	0.6232	0.7894
0.1057	4.1956	1888	0.6362	0.4	0.6362	0.7976
0.1057	4.2	1890	0.6631	0.3514	0.6631	0.8143
0.1057	4.2044	1892	0.7059	0.3014	0.7059	0.8402
0.1057	4.2089	1894	0.7374	0.25	0.7374	0.8587
0.1057	4.2133	1896	0.7316	0.25	0.7316	0.8553
0.1057	4.2178	1898	0.7001	0.3014	0.7001	0.8367
0.1057	4.2222	1900	0.6807	0.1905	0.6807	0.8251
0.1057	4.2267	1902	0.6676	0.25	0.6676	0.8171
0.1057	4.2311	1904	0.6706	0.25	0.6706	0.8189
0.1057	4.2356	1906	0.6770	0.3636	0.6770	0.8228
0.1057	4.24	1908	0.6799	0.3636	0.6799	0.8245
0.1057	4.2444	1910	0.6955	0.3077	0.6955	0.8340
0.1057	4.2489	1912	0.7040	0.25	0.7040	0.8390
0.1057	4.2533	1914	0.7234	0.3014	0.7234	0.8505
0.1057	4.2578	1916	0.7775	0.1972	0.7775	0.8818
0.1057	4.2622	1918	0.8346	0.2286	0.8346	0.9135
0.1057	4.2667	1920	0.8219	0.2286	0.8219	0.9066
0.1057	4.2711	1922	0.7759	0.1972	0.7759	0.8809
0.1057	4.2756	1924	0.7135	0.3514	0.7135	0.8447
0.1057	4.28	1926	0.6578	0.4474	0.6578	0.8111
0.1057	4.2844	1928	0.6410	0.3333	0.6410	0.8006
0.1057	4.2889	1930	0.6428	0.3846	0.6428	0.8018
0.1057	4.2933	1932	0.6461	0.3846	0.6461	0.8038
0.1057	4.2978	1934	0.6472	0.4156	0.6472	0.8045
0.1057	4.3022	1936	0.6700	0.4474	0.6700	0.8185
0.1057	4.3067	1938	0.6822	0.4	0.6822	0.8259
0.1057	4.3111	1940	0.6944	0.3014	0.6944	0.8333
0.1057	4.3156	1942	0.7038	0.25	0.7038	0.8390
0.1057	4.32	1944	0.7030	0.25	0.7030	0.8384
0.1057	4.3244	1946	0.6950	0.25	0.6950	0.8337
0.1057	4.3289	1948	0.6733	0.3514	0.6733	0.8205
0.1057	4.3333	1950	0.6399	0.4156	0.6399	0.7999
0.1057	4.3378	1952	0.6332	0.4167	0.6332	0.7958
0.1057	4.3422	1954	0.6293	0.2941	0.6293	0.7933
0.1057	4.3467	1956	0.6384	0.4167	0.6384	0.7990
0.1057	4.3511	1958	0.6710	0.3200	0.6710	0.8191
0.1057	4.3556	1960	0.7160	0.3514	0.7160	0.8462
0.1057	4.36	1962	0.7321	0.3514	0.7321	0.8556
0.1057	4.3644	1964	0.7198	0.3514	0.7198	0.8484
0.1057	4.3689	1966	0.7113	0.3514	0.7113	0.8434
0.1057	4.3733	1968	0.6735	0.3200	0.6735	0.8207
0.1057	4.3778	1970	0.6351	0.2388	0.6351	0.7969
0.1057	4.3822	1972	0.6178	0.3143	0.6178	0.7860
0.1057	4.3867	1974	0.6126	0.3143	0.6126	0.7827
0.1057	4.3911	1976	0.6117	0.3143	0.6117	0.7821
0.1057	4.3956	1978	0.6162	0.4324	0.6162	0.7850
0.1057	4.4	1980	0.6231	0.3333	0.6231	0.7894
0.1057	4.4044	1982	0.6453	0.4	0.6453	0.8033
0.1057	4.4089	1984	0.6546	0.4	0.6546	0.8091
0.1057	4.4133	1986	0.6690	0.3514	0.6690	0.8180
0.1057	4.4178	1988	0.6691	0.4	0.6691	0.8180
0.1057	4.4222	1990	0.6709	0.3514	0.6709	0.8191
0.1057	4.4267	1992	0.6562	0.4	0.6562	0.8101
0.1057	4.4311	1994	0.6388	0.4474	0.6388	0.7993
0.1057	4.4356	1996	0.6281	0.4474	0.6281	0.7925
0.1057	4.44	1998	0.6200	0.4167	0.6200	0.7874
0.0895	4.4444	2000	0.6102	0.4	0.6102	0.7812
0.0895	4.4489	2002	0.6166	0.4	0.6166	0.7852
0.0895	4.4533	2004	0.6266	0.4324	0.6266	0.7916
0.0895	4.4578	2006	0.6306	0.4324	0.6306	0.7941
0.0895	4.4622	2008	0.6377	0.4304	0.6377	0.7986
0.0895	4.4667	2010	0.6302	0.4304	0.6302	0.7939
0.0895	4.4711	2012	0.6248	0.4	0.6248	0.7905
0.0895	4.4756	2014	0.6266	0.4000	0.6266	0.7916
0.0895	4.48	2016	0.6239	0.4	0.6239	0.7899
0.0895	4.4844	2018	0.6224	0.4	0.6224	0.7889
0.0895	4.4889	2020	0.6282	0.4324	0.6282	0.7926
0.0895	4.4933	2022	0.6459	0.4304	0.6459	0.8037
0.0895	4.4978	2024	0.6658	0.4304	0.6658	0.8160
0.0895	4.5022	2026	0.6699	0.4324	0.6699	0.8185
0.0895	4.5067	2028	0.6548	0.4324	0.6548	0.8092
0.0895	4.5111	2030	0.6482	0.3284	0.6482	0.8051
0.0895	4.5156	2032	0.6470	0.4	0.6470	0.8044
0.0895	4.52	2034	0.6409	0.3438	0.6409	0.8006
0.0895	4.5244	2036	0.6477	0.4348	0.6477	0.8048
0.0895	4.5289	2038	0.6832	0.3284	0.6832	0.8265
0.0895	4.5333	2040	0.7307	0.3333	0.7307	0.8548
0.0895	4.5378	2042	0.7357	0.3333	0.7357	0.8577
0.0895	4.5422	2044	0.6961	0.3333	0.6961	0.8343
0.0895	4.5467	2046	0.6466	0.5	0.6466	0.8041
0.0895	4.5511	2048	0.6238	0.4	0.6238	0.7898
0.0895	4.5556	2050	0.6328	0.2817	0.6328	0.7955
0.0895	4.5600	2052	0.6446	0.3684	0.6446	0.8029
0.0895	4.5644	2054	0.6513	0.4	0.6513	0.8070
0.0895	4.5689	2056	0.6758	0.4658	0.6758	0.8220
0.0895	4.5733	2058	0.7152	0.5	0.7152	0.8457
0.0895	4.5778	2060	0.7469	0.5263	0.7469	0.8642
0.0895	4.5822	2062	0.7716	0.3836	0.7716	0.8784
0.0895	4.5867	2064	0.7512	0.3836	0.7512	0.8667
0.0895	4.5911	2066	0.7018	0.5352	0.7018	0.8378
0.0895	4.5956	2068	0.6540	0.5	0.6540	0.8087
0.0895	4.6	2070	0.6416	0.3143	0.6416	0.8010
0.0895	4.6044	2072	0.6410	0.3143	0.6410	0.8006
0.0895	4.6089	2074	0.6503	0.5	0.6503	0.8064
0.0895	4.6133	2076	0.6828	0.4348	0.6828	0.8263
0.0895	4.6178	2078	0.7107	0.3824	0.7107	0.8430
0.0895	4.6222	2080	0.7398	0.3284	0.7398	0.8601
0.0895	4.6267	2082	0.7291	0.4348	0.7291	0.8539
0.0895	4.6311	2084	0.7049	0.5	0.7049	0.8396
0.0895	4.6356	2086	0.6908	0.4324	0.6908	0.8311
0.0895	4.64	2088	0.6938	0.3143	0.6938	0.8330
0.0895	4.6444	2090	0.6958	0.2817	0.6958	0.8341
0.0895	4.6489	2092	0.7051	0.4	0.7051	0.8397
0.0895	4.6533	2094	0.7262	0.4	0.7262	0.8522
0.0895	4.6578	2096	0.7766	0.4156	0.7766	0.8812
0.0895	4.6622	2098	0.8366	0.2597	0.8366	0.9147
0.0895	4.6667	2100	0.8971	0.1220	0.8971	0.9471
0.0895	4.6711	2102	0.9072	0.1220	0.9072	0.9525
0.0895	4.6756	2104	0.8618	0.1220	0.8618	0.9283
0.0895	4.68	2106	0.7885	0.25	0.7885	0.8880
0.0895	4.6844	2108	0.7267	0.3478	0.7267	0.8525
0.0895	4.6889	2110	0.7098	0.3143	0.7098	0.8425
0.0895	4.6933	2112	0.7151	0.3662	0.7151	0.8457
0.0895	4.6978	2114	0.7278	0.3478	0.7278	0.8531
0.0895	4.7022	2116	0.7590	0.3824	0.7590	0.8712
0.0895	4.7067	2118	0.8004	0.3077	0.8004	0.8946
0.0895	4.7111	2120	0.7996	0.3077	0.7996	0.8942
0.0895	4.7156	2122	0.7756	0.3824	0.7756	0.8807
0.0895	4.72	2124	0.7636	0.4857	0.7636	0.8738
0.0895	4.7244	2126	0.7398	0.4324	0.7398	0.8601
0.0895	4.7289	2128	0.7248	0.4	0.7248	0.8514
0.0895	4.7333	2130	0.7298	0.4	0.7298	0.8543
0.0895	4.7378	2132	0.7453	0.4	0.7453	0.8633
0.0895	4.7422	2134	0.7562	0.4658	0.7562	0.8696
0.0895	4.7467	2136	0.7650	0.4658	0.7650	0.8746
0.0895	4.7511	2138	0.7699	0.4658	0.7699	0.8774
0.0895	4.7556	2140	0.8009	0.3077	0.8009	0.8949
0.0895	4.76	2142	0.7961	0.4324	0.7961	0.8922
0.0895	4.7644	2144	0.7957	0.3077	0.7957	0.8920
0.0895	4.7689	2146	0.7750	0.4348	0.7750	0.8803
0.0895	4.7733	2148	0.7549	0.4	0.7549	0.8689
0.0895	4.7778	2150	0.7234	0.4324	0.7234	0.8505
0.0895	4.7822	2152	0.7097	0.4324	0.7097	0.8424
0.0895	4.7867	2154	0.7075	0.4324	0.7075	0.8411
0.0895	4.7911	2156	0.7282	0.5	0.7282	0.8534
0.0895	4.7956	2158	0.7901	0.3077	0.7901	0.8889
0.0895	4.8	2160	0.8302	0.2597	0.8302	0.9111
0.0895	4.8044	2162	0.8142	0.2597	0.8142	0.9023
0.0895	4.8089	2164	0.7509	0.3077	0.7509	0.8666
0.0895	4.8133	2166	0.6948	0.5	0.6948	0.8335
0.0895	4.8178	2168	0.6683	0.4658	0.6683	0.8175
0.0895	4.8222	2170	0.6512	0.4658	0.6512	0.8069
0.0895	4.8267	2172	0.6540	0.5	0.6540	0.8087
0.0895	4.8311	2174	0.6748	0.3824	0.6748	0.8214
0.0895	4.8356	2176	0.7158	0.3836	0.7158	0.8460
0.0895	4.84	2178	0.7753	0.2597	0.7753	0.8805
0.0895	4.8444	2180	0.8084	0.1220	0.8084	0.8991
0.0895	4.8489	2182	0.7983	0.1220	0.7983	0.8935
0.0895	4.8533	2184	0.7685	0.2597	0.7685	0.8766
0.0895	4.8578	2186	0.7115	0.3284	0.7115	0.8435
0.0895	4.8622	2188	0.6665	0.4348	0.6665	0.8164
0.0895	4.8667	2190	0.6604	0.4348	0.6604	0.8126
0.0895	4.8711	2192	0.6517	0.4507	0.6517	0.8073
0.0895	4.8756	2194	0.6462	0.5135	0.6462	0.8038
0.0895	4.88	2196	0.6410	0.5135	0.6410	0.8006
0.0895	4.8844	2198	0.6263	0.48	0.6263	0.7914
0.0895	4.8889	2200	0.6192	0.4474	0.6192	0.7869
0.0895	4.8933	2202	0.6253	0.4474	0.6253	0.7908
0.0895	4.8978	2204	0.6424	0.4474	0.6424	0.8015
0.0895	4.9022	2206	0.6786	0.4658	0.6786	0.8237
0.0895	4.9067	2208	0.6975	0.4167	0.6975	0.8352
0.0895	4.9111	2210	0.6772	0.4167	0.6772	0.8229
0.0895	4.9156	2212	0.6457	0.4167	0.6457	0.8036
0.0895	4.92	2214	0.6236	0.4658	0.6236	0.7897
0.0895	4.9244	2216	0.6079	0.48	0.6079	0.7797
0.0895	4.9289	2218	0.6071	0.48	0.6071	0.7792
0.0895	4.9333	2220	0.6060	0.5135	0.6060	0.7785
0.0895	4.9378	2222	0.6172	0.4167	0.6172	0.7856
0.0895	4.9422	2224	0.6474	0.4348	0.6474	0.8046
0.0895	4.9467	2226	0.6722	0.3824	0.6722	0.8199
0.0895	4.9511	2228	0.7197	0.3824	0.7197	0.8483
0.0895	4.9556	2230	0.7404	0.3824	0.7404	0.8605
0.0895	4.96	2232	0.7120	0.3824	0.7120	0.8438
0.0895	4.9644	2234	0.6659	0.4348	0.6659	0.8160
0.0895	4.9689	2236	0.6437	0.4167	0.6437	0.8023
0.0895	4.9733	2238	0.6415	0.5135	0.6415	0.8010
0.0895	4.9778	2240	0.6475	0.4658	0.6475	0.8047
0.0895	4.9822	2242	0.6466	0.4658	0.6466	0.8041
0.0895	4.9867	2244	0.6560	0.4658	0.6560	0.8099
0.0895	4.9911	2246	0.6603	0.4658	0.6603	0.8126
0.0895	4.9956	2248	0.6601	0.4658	0.6601	0.8125
0.0895	5.0	2250	0.6424	0.4658	0.6424	0.8015
0.0895	5.0044	2252	0.6341	0.4658	0.6341	0.7963
0.0895	5.0089	2254	0.6383	0.4658	0.6383	0.7989
0.0895	5.0133	2256	0.6637	0.4167	0.6637	0.8147
0.0895	5.0178	2258	0.6924	0.3824	0.6924	0.8321
0.0895	5.0222	2260	0.7177	0.3824	0.7177	0.8471
0.0895	5.0267	2262	0.7333	0.3836	0.7333	0.8563
0.0895	5.0311	2264	0.7159	0.3824	0.7159	0.8461
0.0895	5.0356	2266	0.7064	0.3824	0.7064	0.8405
0.0895	5.04	2268	0.7053	0.3824	0.7053	0.8398
0.0895	5.0444	2270	0.7312	0.3824	0.7312	0.8551
0.0895	5.0489	2272	0.7552	0.3836	0.7552	0.8690
0.0895	5.0533	2274	0.7513	0.3836	0.7513	0.8668
0.0895	5.0578	2276	0.7205	0.3824	0.7205	0.8488
0.0895	5.0622	2278	0.6918	0.4	0.6918	0.8317
0.0895	5.0667	2280	0.6797	0.4507	0.6797	0.8245
0.0895	5.0711	2282	0.6841	0.4	0.6841	0.8271
0.0895	5.0756	2284	0.6827	0.4	0.6827	0.8263
0.0895	5.08	2286	0.7067	0.3824	0.7067	0.8407
0.0895	5.0844	2288	0.7575	0.3824	0.7575	0.8704
0.0895	5.0889	2290	0.8009	0.2597	0.8009	0.8949
0.0895	5.0933	2292	0.8202	0.2597	0.8202	0.9057
0.0895	5.0978	2294	0.7921	0.3333	0.7921	0.8900
0.0895	5.1022	2296	0.7716	0.3333	0.7716	0.8784
0.0895	5.1067	2298	0.7381	0.3836	0.7381	0.8591
0.0895	5.1111	2300	0.7129	0.4507	0.7129	0.8443
0.0895	5.1156	2302	0.6783	0.4507	0.6783	0.8236
0.0895	5.12	2304	0.6547	0.3836	0.6547	0.8092
0.0895	5.1244	2306	0.6523	0.4167	0.6523	0.8077
0.0895	5.1289	2308	0.6504	0.4167	0.6504	0.8064
0.0895	5.1333	2310	0.6684	0.4507	0.6684	0.8176
0.0895	5.1378	2312	0.7023	0.4857	0.7023	0.8380
0.0895	5.1422	2314	0.7493	0.3836	0.7493	0.8656
0.0895	5.1467	2316	0.7645	0.3836	0.7645	0.8743
0.0895	5.1511	2318	0.7509	0.48	0.7509	0.8665
0.0895	5.1556	2320	0.7264	0.48	0.7264	0.8523
0.0895	5.16	2322	0.7220	0.48	0.7220	0.8497
0.0895	5.1644	2324	0.7138	0.4857	0.7138	0.8449
0.0895	5.1689	2326	0.7187	0.48	0.7187	0.8478
0.0895	5.1733	2328	0.6963	0.4507	0.6963	0.8345
0.0895	5.1778	2330	0.6733	0.4507	0.6733	0.8205
0.0895	5.1822	2332	0.6515	0.4658	0.6515	0.8072
0.0895	5.1867	2334	0.6449	0.4658	0.6449	0.8031
0.0895	5.1911	2336	0.6550	0.4167	0.6550	0.8093
0.0895	5.1956	2338	0.6835	0.4507	0.6835	0.8267
0.0895	5.2	2340	0.6978	0.4324	0.6978	0.8353
0.0895	5.2044	2342	0.6971	0.48	0.6971	0.8349
0.0895	5.2089	2344	0.6845	0.4857	0.6845	0.8274
0.0895	5.2133	2346	0.6744	0.4857	0.6744	0.8212
0.0895	5.2178	2348	0.6657	0.4857	0.6657	0.8159
0.0895	5.2222	2350	0.6633	0.4507	0.6633	0.8144
0.0895	5.2267	2352	0.6639	0.4507	0.6639	0.8148
0.0895	5.2311	2354	0.6639	0.4507	0.6639	0.8148
0.0895	5.2356	2356	0.6444	0.5	0.6444	0.8028
0.0895	5.24	2358	0.6291	0.4658	0.6291	0.7932
0.0895	5.2444	2360	0.6269	0.4658	0.6269	0.7918
0.0895	5.2489	2362	0.6316	0.4658	0.6316	0.7947
0.0895	5.2533	2364	0.6428	0.4658	0.6428	0.8017
0.0895	5.2578	2366	0.6610	0.5	0.6610	0.8130
0.0895	5.2622	2368	0.6610	0.5	0.6610	0.8130
0.0895	5.2667	2370	0.6480	0.5	0.6480	0.8050
0.0895	5.2711	2372	0.6362	0.5	0.6362	0.7976
0.0895	5.2756	2374	0.6280	0.5	0.6280	0.7924
0.0895	5.28	2376	0.6046	0.4658	0.6046	0.7776
0.0895	5.2844	2378	0.5859	0.4324	0.5859	0.7654
0.0895	5.2889	2380	0.5801	0.4	0.5801	0.7616
0.0895	5.2933	2382	0.5842	0.4	0.5842	0.7644
0.0895	5.2978	2384	0.6030	0.4324	0.6030	0.7765
0.0895	5.3022	2386	0.6249	0.4658	0.6249	0.7905
0.0895	5.3067	2388	0.6405	0.4167	0.6405	0.8003
0.0895	5.3111	2390	0.6529	0.4167	0.6529	0.8080
0.0895	5.3156	2392	0.6600	0.4615	0.6600	0.8124
0.0895	5.32	2394	0.6639	0.4304	0.6639	0.8148
0.0895	5.3244	2396	0.6631	0.4304	0.6631	0.8143
0.0895	5.3289	2398	0.6619	0.4615	0.6619	0.8136
0.0895	5.3333	2400	0.6622	0.4615	0.6622	0.8138
0.0895	5.3378	2402	0.6790	0.4615	0.6790	0.8240
0.0895	5.3422	2404	0.6639	0.4615	0.6639	0.8148
0.0895	5.3467	2406	0.6381	0.4658	0.6381	0.7988
0.0895	5.3511	2408	0.6070	0.4658	0.6070	0.7791
0.0895	5.3556	2410	0.5841	0.4658	0.5841	0.7642
0.0895	5.36	2412	0.5787	0.4167	0.5787	0.7607
0.0895	5.3644	2414	0.5956	0.4167	0.5956	0.7717
0.0895	5.3689	2416	0.6468	0.4167	0.6468	0.8042
0.0895	5.3733	2418	0.7116	0.3514	0.7116	0.8436
0.0895	5.3778	2420	0.7322	0.3200	0.7322	0.8557
0.0895	5.3822	2422	0.7109	0.4156	0.7109	0.8432
0.0895	5.3867	2424	0.6784	0.4167	0.6784	0.8237
0.0895	5.3911	2426	0.6643	0.4658	0.6643	0.8150
0.0895	5.3956	2428	0.6631	0.4167	0.6631	0.8143
0.0895	5.4	2430	0.6471	0.4658	0.6471	0.8044
0.0895	5.4044	2432	0.6373	0.4658	0.6373	0.7983
0.0895	5.4089	2434	0.6319	0.4658	0.6319	0.7949
0.0895	5.4133	2436	0.6552	0.4658	0.6552	0.8094
0.0895	5.4178	2438	0.6695	0.4167	0.6695	0.8182
0.0895	5.4222	2440	0.6937	0.3662	0.6937	0.8329
0.0895	5.4267	2442	0.6958	0.3662	0.6958	0.8342
0.0895	5.4311	2444	0.6766	0.4167	0.6766	0.8226
0.0895	5.4356	2446	0.6761	0.4167	0.6761	0.8223
0.0895	5.44	2448	0.6624	0.4658	0.6624	0.8139
0.0895	5.4444	2450	0.6696	0.4658	0.6696	0.8183
0.0895	5.4489	2452	0.7088	0.4167	0.7088	0.8419
0.0895	5.4533	2454	0.7250	0.3662	0.7250	0.8515
0.0895	5.4578	2456	0.7182	0.3662	0.7182	0.8475
0.0895	5.4622	2458	0.6932	0.4658	0.6932	0.8326
0.0895	5.4667	2460	0.6779	0.4658	0.6779	0.8234
0.0895	5.4711	2462	0.6695	0.4658	0.6695	0.8182
0.0895	5.4756	2464	0.6515	0.4658	0.6515	0.8071
0.0895	5.48	2466	0.6377	0.4658	0.6377	0.7986
0.0895	5.4844	2468	0.6244	0.4658	0.6244	0.7902
0.0895	5.4889	2470	0.6191	0.4167	0.6191	0.7868

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

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 16, 2024
Updated: Nov 16, 2024