Arabic_FineTuningAraBERT_AugV4_k15_task2_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k15_task2_organization_fold1

Arabic_FineTuningAraBERT_AugV4_k15_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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2.7 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: fcb8bc60

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k15_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: 0.7280
Qwk: 0.3846
Mse: 0.7280
Rmse: 0.8532

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	0.0087	2	6.9910	-0.0043	6.9910	2.6441
No log	0.0174	4	3.9677	0.0	3.9677	1.9919
No log	0.0261	6	2.0177	0.1395	2.0177	1.4204
No log	0.0348	8	0.8135	0.0308	0.8135	0.9019
No log	0.0435	10	0.4941	0.1600	0.4941	0.7029
No log	0.0522	12	0.5591	0.1923	0.5591	0.7478
No log	0.0609	14	0.5948	0.0400	0.5948	0.7712
No log	0.0696	16	0.7478	0.2258	0.7478	0.8648
No log	0.0783	18	0.7725	0.1639	0.7725	0.8789
No log	0.0870	20	0.5955	0.2500	0.5955	0.7717
No log	0.0957	22	0.7544	0.1000	0.7544	0.8686
No log	0.1043	24	1.4052	0.1000	1.4052	1.1854
No log	0.1130	26	1.0675	0.0625	1.0675	1.0332
No log	0.1217	28	0.6124	0.2000	0.6124	0.7826
No log	0.1304	30	1.1775	0.2000	1.1775	1.0851
No log	0.1391	32	1.5355	0.0769	1.5355	1.2391
No log	0.1478	34	1.5621	0.0769	1.5621	1.2499
No log	0.1565	36	1.2495	0.1474	1.2495	1.1178
No log	0.1652	38	0.8803	0.1818	0.8803	0.9382
No log	0.1739	40	0.6623	0.0	0.6623	0.8138
No log	0.1826	42	0.6344	0.0	0.6344	0.7965
No log	0.1913	44	0.5781	0.0870	0.5781	0.7603
No log	0.2	46	0.5637	0.0870	0.5637	0.7508
No log	0.2087	48	0.5568	0.0816	0.5568	0.7462
No log	0.2174	50	0.5747	0.0870	0.5747	0.7581
No log	0.2261	52	0.7335	0.1818	0.7335	0.8564
No log	0.2348	54	0.8957	0.0571	0.8957	0.9464
No log	0.2435	56	0.9420	0.0571	0.9420	0.9706
No log	0.2522	58	0.7610	0.2154	0.7610	0.8723
No log	0.2609	60	0.7248	0.2388	0.7248	0.8514
No log	0.2696	62	0.5942	0.25	0.5942	0.7708
No log	0.2783	64	0.6333	0.3836	0.6333	0.7958
No log	0.2870	66	0.7476	0.24	0.7476	0.8646
No log	0.2957	68	1.0639	0.2069	1.0639	1.0314
No log	0.3043	70	0.9764	0.2143	0.9764	0.9881
No log	0.3130	72	0.8762	0.3077	0.8762	0.9361
No log	0.3217	74	0.9405	0.2588	0.9405	0.9698
No log	0.3304	76	1.0717	0.1522	1.0717	1.0352
No log	0.3391	78	1.2279	0.1379	1.2279	1.1081
No log	0.3478	80	0.9777	0.1935	0.9777	0.9888
No log	0.3565	82	0.9364	0.1379	0.9364	0.9677
No log	0.3652	84	0.9992	0.1176	0.9992	0.9996
No log	0.3739	86	0.9758	0.1176	0.9758	0.9878
No log	0.3826	88	0.6827	0.3377	0.6827	0.8262
No log	0.3913	90	0.4990	0.3824	0.4990	0.7064
No log	0.4	92	0.4662	0.4375	0.4662	0.6828
No log	0.4087	94	0.4592	0.4	0.4592	0.6777
No log	0.4174	96	0.4644	0.3824	0.4644	0.6815
No log	0.4261	98	0.6682	0.3684	0.6682	0.8175
No log	0.4348	100	0.9680	0.3200	0.9680	0.9839
No log	0.4435	102	0.9962	0.3200	0.9962	0.9981
No log	0.4522	104	0.8001	0.3200	0.8001	0.8945
No log	0.4609	106	0.6809	0.3200	0.6809	0.8252
No log	0.4696	108	0.5353	0.4474	0.5353	0.7317
No log	0.4783	110	0.5347	0.4444	0.5347	0.7312
No log	0.4870	112	0.6427	0.4444	0.6427	0.8017
No log	0.4957	114	0.6850	0.3415	0.6850	0.8277
No log	0.5043	116	0.6740	0.3721	0.6740	0.8210
No log	0.5130	118	0.6808	0.3721	0.6808	0.8251
No log	0.5217	120	0.6697	0.4632	0.6697	0.8183
No log	0.5304	122	0.6769	0.4270	0.6769	0.8228
No log	0.5391	124	0.6745	0.3878	0.6745	0.8213
No log	0.5478	126	0.6513	0.4130	0.6513	0.8070
No log	0.5565	128	0.6251	0.3333	0.6251	0.7906
No log	0.5652	130	0.6310	0.3133	0.6310	0.7944
No log	0.5739	132	0.6486	0.4138	0.6486	0.8054
No log	0.5826	134	0.7417	0.3596	0.7417	0.8612
No log	0.5913	136	0.7756	0.4255	0.7756	0.8807
No log	0.6	138	0.9183	0.4706	0.9183	0.9583
No log	0.6087	140	0.9302	0.4706	0.9302	0.9645
No log	0.6174	142	0.7936	0.4000	0.7936	0.8909
No log	0.6261	144	0.8180	0.3736	0.8180	0.9044
No log	0.6348	146	1.0874	0.3636	1.0874	1.0428
No log	0.6435	148	1.3110	0.1875	1.3110	1.1450
No log	0.6522	150	1.3286	0.1869	1.3286	1.1527
No log	0.6609	152	0.9600	0.3023	0.9600	0.9798
No log	0.6696	154	0.6289	0.3544	0.6289	0.7930
No log	0.6783	156	0.5472	0.3415	0.5472	0.7397
No log	0.6870	158	0.5709	0.4156	0.5709	0.7556
No log	0.6957	160	0.5826	0.4444	0.5826	0.7633
No log	0.7043	162	0.7146	0.3377	0.7146	0.8453
No log	0.7130	164	0.7693	0.2895	0.7693	0.8771
No log	0.7217	166	0.8530	0.3200	0.8530	0.9236
No log	0.7304	168	0.6767	0.4304	0.6767	0.8226
No log	0.7391	170	0.5621	0.4138	0.5621	0.7497
No log	0.7478	172	0.5832	0.3133	0.5832	0.7637
No log	0.7565	174	0.6000	0.2963	0.6000	0.7746
No log	0.7652	176	0.7058	0.4878	0.7058	0.8401
No log	0.7739	178	0.7232	0.4304	0.7232	0.8504
No log	0.7826	180	0.6265	0.3855	0.6265	0.7915
No log	0.7913	182	0.6019	0.3077	0.6019	0.7758
No log	0.8	184	0.6835	0.4444	0.6835	0.8268
No log	0.8087	186	0.8088	0.2759	0.8088	0.8993
No log	0.8174	188	0.7749	0.3736	0.7749	0.8803
No log	0.8261	190	0.6886	0.3415	0.6886	0.8298
No log	0.8348	192	0.7781	0.3736	0.7781	0.8821
No log	0.8435	194	0.7954	0.4	0.7954	0.8918
No log	0.8522	196	0.6922	0.3871	0.6922	0.8320
No log	0.8609	198	0.5858	0.3855	0.5858	0.7654
No log	0.8696	200	0.5439	0.2941	0.5439	0.7375
No log	0.8783	202	0.5154	0.4179	0.5154	0.7179
No log	0.8870	204	0.5066	0.2941	0.5066	0.7117
No log	0.8957	206	0.5291	0.4179	0.5291	0.7274
No log	0.9043	208	0.5534	0.4167	0.5534	0.7439
No log	0.9130	210	0.6060	0.4156	0.6060	0.7785
No log	0.9217	212	0.6593	0.4	0.6593	0.8120
No log	0.9304	214	0.6175	0.3514	0.6175	0.7858
No log	0.9391	216	0.7066	0.3846	0.7066	0.8406
No log	0.9478	218	0.7550	0.3846	0.7550	0.8689
No log	0.9565	220	0.8122	0.3448	0.8122	0.9012
No log	0.9652	222	0.7523	0.3182	0.7523	0.8674
No log	0.9739	224	0.6344	0.3846	0.6344	0.7965
No log	0.9826	226	0.6228	0.2785	0.6228	0.7892
No log	0.9913	228	0.6240	0.2785	0.6240	0.7899
No log	1.0	230	0.6017	0.2105	0.6017	0.7757
No log	1.0087	232	0.5787	0.3250	0.5787	0.7607
No log	1.0174	234	0.6039	0.2785	0.6039	0.7771
No log	1.0261	236	0.6451	0.3415	0.6451	0.8032
No log	1.0348	238	0.8326	0.3182	0.8326	0.9125
No log	1.0435	240	0.7222	0.3377	0.7222	0.8498
No log	1.0522	242	0.5664	0.1600	0.5664	0.7526
No log	1.0609	244	0.5467	0.2308	0.5467	0.7394
No log	1.0696	246	0.6655	0.3377	0.6655	0.8158
No log	1.0783	248	0.8100	0.3684	0.8100	0.9000
No log	1.0870	250	0.8369	0.3684	0.8369	0.9148
No log	1.0957	252	0.6751	0.3846	0.6751	0.8217
No log	1.1043	254	0.6613	0.3544	0.6613	0.8132
No log	1.1130	256	0.7694	0.3846	0.7694	0.8772
No log	1.1217	258	0.7526	0.3596	0.7526	0.8675
No log	1.1304	260	0.6600	0.3250	0.6600	0.8124
No log	1.1391	262	0.6648	0.3133	0.6648	0.8154
No log	1.1478	264	0.6496	0.3415	0.6496	0.8060
No log	1.1565	266	0.6812	0.3415	0.6812	0.8254
No log	1.1652	268	0.7929	0.3368	0.7929	0.8904
No log	1.1739	270	0.8780	0.3077	0.8780	0.9370
No log	1.1826	272	0.8451	0.3333	0.8451	0.9193
No log	1.1913	274	0.8046	0.3736	0.8046	0.8970
No log	1.2	276	0.6634	0.3704	0.6634	0.8145
No log	1.2087	278	0.6325	0.3704	0.6325	0.7953
No log	1.2174	280	0.6506	0.3704	0.6506	0.8066
No log	1.2261	282	0.6179	0.3377	0.6179	0.7860
No log	1.2348	284	0.6325	0.3846	0.6325	0.7953
No log	1.2435	286	0.6510	0.3846	0.6510	0.8069
No log	1.2522	288	0.7403	0.4578	0.7403	0.8604
No log	1.2609	290	0.7511	0.4578	0.7511	0.8667
No log	1.2696	292	0.7159	0.3415	0.7159	0.8461
No log	1.2783	294	0.7381	0.4130	0.7381	0.8591
No log	1.2870	296	0.8771	0.4783	0.8771	0.9365
No log	1.2957	298	1.0876	0.1667	1.0876	1.0429
No log	1.3043	300	1.0383	0.1649	1.0383	1.0190
No log	1.3130	302	0.8688	0.4156	0.8688	0.9321
No log	1.3217	304	0.6992	0.4156	0.6992	0.8362
No log	1.3304	306	0.6045	0.4	0.6045	0.7775
No log	1.3391	308	0.6296	0.4878	0.6296	0.7935
No log	1.3478	310	0.7729	0.5063	0.7729	0.8791
No log	1.3565	312	0.8927	0.4270	0.8927	0.9448
No log	1.3652	314	0.8802	0.4270	0.8802	0.9382
No log	1.3739	316	0.7027	0.4578	0.7027	0.8383
No log	1.3826	318	0.6504	0.5000	0.6504	0.8065
No log	1.3913	320	0.6191	0.4146	0.6191	0.7868
No log	1.4	322	0.5870	0.4146	0.5870	0.7662
No log	1.4087	324	0.6027	0.4146	0.6027	0.7763
No log	1.4174	326	0.7600	0.4156	0.7600	0.8718
No log	1.4261	328	0.8463	0.2222	0.8463	0.9200
No log	1.4348	330	0.7355	0.3684	0.7355	0.8576
No log	1.4435	332	0.6209	0.4615	0.6209	0.7880
No log	1.4522	334	0.5779	0.5063	0.5779	0.7602
No log	1.4609	336	0.5618	0.4146	0.5618	0.7495
No log	1.4696	338	0.5957	0.4146	0.5957	0.7718
No log	1.4783	340	0.6335	0.4444	0.6335	0.7960
No log	1.4870	342	0.6408	0.4444	0.6408	0.8005
No log	1.4957	344	0.5644	0.4146	0.5644	0.7513
No log	1.5043	346	0.5063	0.4146	0.5063	0.7115
No log	1.5130	348	0.4870	0.4146	0.4870	0.6978
No log	1.5217	350	0.5239	0.4146	0.5239	0.7238
No log	1.5304	352	0.6271	0.4304	0.6271	0.7919
No log	1.5391	354	0.6331	0.4444	0.6331	0.7957
No log	1.5478	356	0.6530	0.4878	0.6530	0.8081
No log	1.5565	358	0.7164	0.475	0.7164	0.8464
No log	1.5652	360	0.6980	0.4444	0.6980	0.8354
No log	1.5739	362	0.6992	0.475	0.6992	0.8362
No log	1.5826	364	0.6327	0.4146	0.6327	0.7954
No log	1.5913	366	0.6190	0.4146	0.6190	0.7868
No log	1.6	368	0.7362	0.4615	0.7362	0.8580
No log	1.6087	370	0.8172	0.4615	0.8172	0.9040
No log	1.6174	372	0.8497	0.4156	0.8497	0.9218
No log	1.6261	374	0.7105	0.5063	0.7105	0.8429
No log	1.6348	376	0.5917	0.4146	0.5917	0.7692
No log	1.6435	378	0.5770	0.4706	0.5770	0.7596
No log	1.6522	380	0.6252	0.4146	0.6252	0.7907
No log	1.6609	382	0.6960	0.475	0.6960	0.8343
No log	1.6696	384	0.7227	0.475	0.7227	0.8501
No log	1.6783	386	0.6757	0.475	0.6757	0.8220
No log	1.6870	388	0.5918	0.4878	0.5918	0.7693
No log	1.6957	390	0.5512	0.3544	0.5512	0.7424
No log	1.7043	392	0.5660	0.3846	0.5660	0.7523
No log	1.7130	394	0.6665	0.475	0.6665	0.8164
No log	1.7217	396	0.7783	0.475	0.7783	0.8822
No log	1.7304	398	0.8700	0.2737	0.8700	0.9327
No log	1.7391	400	0.7719	0.3294	0.7719	0.8786
No log	1.7478	402	0.6752	0.4578	0.6752	0.8217
No log	1.7565	404	0.6432	0.4444	0.6432	0.8020
No log	1.7652	406	0.6569	0.475	0.6569	0.8105
No log	1.7739	408	0.7108	0.3023	0.7108	0.8431
No log	1.7826	410	0.8388	0.2222	0.8388	0.9159
No log	1.7913	412	0.9029	0.2222	0.9029	0.9502
No log	1.8	414	0.8262	0.2222	0.8262	0.9089
No log	1.8087	416	0.8522	0.2222	0.8522	0.9232
No log	1.8174	418	0.8816	0.2222	0.8816	0.9389
No log	1.8261	420	0.8334	0.3133	0.8334	0.9129
No log	1.8348	422	0.7539	0.3294	0.7539	0.8683
No log	1.8435	424	0.6928	0.4444	0.6928	0.8324
No log	1.8522	426	0.7029	0.4444	0.7029	0.8384
No log	1.8609	428	0.7225	0.3544	0.7225	0.8500
No log	1.8696	430	0.8362	0.2857	0.8362	0.9145
No log	1.8783	432	0.9074	0.2222	0.9074	0.9526
No log	1.8870	434	0.9114	0.1750	0.9114	0.9547
No log	1.8957	436	0.7530	0.3684	0.7530	0.8678
No log	1.9043	438	0.5969	0.3133	0.5969	0.7726
No log	1.9130	440	0.5679	0.2895	0.5679	0.7536
No log	1.9217	442	0.5778	0.3571	0.5778	0.7601
No log	1.9304	444	0.6677	0.475	0.6677	0.8172
No log	1.9391	446	0.7521	0.3846	0.7521	0.8672
No log	1.9478	448	0.7299	0.475	0.7299	0.8543
No log	1.9565	450	0.7399	0.3415	0.7399	0.8602
No log	1.9652	452	0.7180	0.3294	0.7180	0.8474
No log	1.9739	454	0.7670	0.4138	0.7670	0.8758
No log	1.9826	456	0.8048	0.5333	0.8048	0.8971
No log	1.9913	458	0.7489	0.4138	0.7489	0.8654
No log	2.0	460	0.7124	0.3294	0.7124	0.8440
No log	2.0087	462	0.6649	0.3571	0.6649	0.8154
No log	2.0174	464	0.6132	0.3571	0.6132	0.7831
No log	2.0261	466	0.5796	0.3855	0.5796	0.7613
No log	2.0348	468	0.5759	0.2785	0.5759	0.7589
No log	2.0435	470	0.5946	0.3855	0.5946	0.7711
No log	2.0522	472	0.6807	0.3415	0.6807	0.8250
No log	2.0609	474	0.7222	0.3415	0.7222	0.8498
No log	2.0696	476	0.6683	0.3415	0.6683	0.8175
No log	2.0783	478	0.5782	0.3855	0.5782	0.7604
No log	2.0870	480	0.5543	0.3855	0.5543	0.7445
No log	2.0957	482	0.5789	0.4304	0.5789	0.7608
No log	2.1043	484	0.6663	0.4615	0.6663	0.8163
No log	2.1130	486	0.7230	0.4156	0.7230	0.8503
No log	2.1217	488	0.6529	0.4156	0.6529	0.8080
No log	2.1304	490	0.5545	0.4615	0.5545	0.7447
No log	2.1391	492	0.5630	0.5063	0.5630	0.7503
No log	2.1478	494	0.6547	0.4156	0.6547	0.8092
No log	2.1565	496	0.6254	0.4615	0.6254	0.7908
No log	2.1652	498	0.6630	0.4615	0.6630	0.8142
0.4608	2.1739	500	0.7692	0.4156	0.7692	0.8770
0.4608	2.1826	502	0.7118	0.4156	0.7118	0.8437
0.4608	2.1913	504	0.6349	0.4615	0.6349	0.7968
0.4608	2.2	506	0.6764	0.3684	0.6764	0.8225
0.4608	2.2087	508	0.8401	0.3200	0.8401	0.9166
0.4608	2.2174	510	0.9155	0.1750	0.9155	0.9568
0.4608	2.2261	512	0.8258	0.3200	0.8258	0.9087
0.4608	2.2348	514	0.6532	0.3684	0.6532	0.8082
0.4608	2.2435	516	0.5312	0.3662	0.5312	0.7288
0.4608	2.2522	518	0.5204	0.2286	0.5204	0.7214
0.4608	2.2609	520	0.5508	0.3836	0.5508	0.7422
0.4608	2.2696	522	0.6611	0.475	0.6611	0.8131
0.4608	2.2783	524	0.9553	0.2683	0.9553	0.9774
0.4608	2.2870	526	1.1875	0.1758	1.1875	1.0897
0.4608	2.2957	528	1.1870	0.1758	1.1870	1.0895
0.4608	2.3043	530	0.9777	0.3133	0.9777	0.9888
0.4608	2.3130	532	0.7520	0.3294	0.7520	0.8672
0.4608	2.3217	534	0.6586	0.3544	0.6586	0.8115
0.4608	2.3304	536	0.6384	0.3544	0.6384	0.7990
0.4608	2.3391	538	0.6754	0.4444	0.6754	0.8218
0.4608	2.3478	540	0.7503	0.2857	0.7503	0.8662
0.4608	2.3565	542	0.7269	0.4444	0.7269	0.8526
0.4608	2.3652	544	0.7328	0.475	0.7328	0.8560
0.4608	2.3739	546	0.7715	0.4304	0.7715	0.8784
0.4608	2.3826	548	0.7083	0.475	0.7084	0.8416
0.4608	2.3913	550	0.6270	0.4146	0.6270	0.7918
0.4608	2.4	552	0.6166	0.4146	0.6166	0.7853
0.4608	2.4087	554	0.6229	0.4146	0.6229	0.7892
0.4608	2.4174	556	0.6416	0.4146	0.6416	0.8010
0.4608	2.4261	558	0.6918	0.4444	0.6918	0.8317
0.4608	2.4348	560	0.7701	0.4304	0.7701	0.8775
0.4608	2.4435	562	0.7867	0.3294	0.7867	0.8870
0.4608	2.4522	564	0.7444	0.4444	0.7444	0.8628
0.4608	2.4609	566	0.7295	0.4444	0.7295	0.8541
0.4608	2.4696	568	0.7119	0.4156	0.7119	0.8438
0.4608	2.4783	570	0.6725	0.3333	0.6725	0.8201
0.4608	2.4870	572	0.6332	0.3200	0.6332	0.7957
0.4608	2.4957	574	0.6271	0.3200	0.6271	0.7919
0.4608	2.5043	576	0.6374	0.3333	0.6374	0.7984
0.4608	2.5130	578	0.6977	0.3250	0.6977	0.8353
0.4608	2.5217	580	0.7515	0.3250	0.7515	0.8669
0.4608	2.5304	582	0.7566	0.3294	0.7566	0.8699
0.4608	2.5391	584	0.7316	0.2222	0.7316	0.8553
0.4608	2.5478	586	0.6966	0.3514	0.6966	0.8346
0.4608	2.5565	588	0.7021	0.3514	0.7021	0.8379
0.4608	2.5652	590	0.7149	0.3544	0.7149	0.8455
0.4608	2.5739	592	0.8031	0.3294	0.8031	0.8962
0.4608	2.5826	594	0.9779	0.3133	0.9779	0.9889
0.4608	2.5913	596	1.0228	0.2222	1.0228	1.0113
0.4608	2.6	598	0.9654	0.2222	0.9654	0.9825
0.4608	2.6087	600	0.8693	0.3133	0.8693	0.9324
0.4608	2.6174	602	0.7398	0.4348	0.7398	0.8601
0.4608	2.6261	604	0.6836	0.4167	0.6836	0.8268
0.4608	2.6348	606	0.6881	0.3514	0.6881	0.8295
0.4608	2.6435	608	0.7458	0.3514	0.7458	0.8636
0.4608	2.6522	610	0.8201	0.3544	0.8201	0.9056
0.4608	2.6609	612	0.8898	0.2143	0.8898	0.9433
0.4608	2.6696	614	0.9931	0.3265	0.9931	0.9966
0.4608	2.6783	616	1.0067	0.2887	1.0067	1.0033
0.4608	2.6870	618	0.9776	0.3125	0.9776	0.9887
0.4608	2.6957	620	0.8113	0.4146	0.8113	0.9007
0.4608	2.7043	622	0.6891	0.3846	0.6891	0.8301
0.4608	2.7130	624	0.6862	0.3846	0.6862	0.8284
0.4608	2.7217	626	0.7075	0.3846	0.7075	0.8411
0.4608	2.7304	628	0.7475	0.4146	0.7475	0.8646
0.4608	2.7391	630	0.7640	0.2759	0.7640	0.8740
0.4608	2.7478	632	0.8196	0.2759	0.8196	0.9053
0.4608	2.7565	634	0.8090	0.2759	0.8090	0.8994
0.4608	2.7652	636	0.7754	0.4578	0.7754	0.8806
0.4608	2.7739	638	0.7662	0.2785	0.7662	0.8753
0.4608	2.7826	640	0.7806	0.2785	0.7806	0.8835
0.4608	2.7913	642	0.8490	0.3571	0.8490	0.9214
0.4608	2.8	644	0.9179	0.3030	0.9179	0.9580
0.4608	2.8087	646	0.9801	0.2268	0.9801	0.9900
0.4608	2.8174	648	0.9296	0.2268	0.9296	0.9642
0.4608	2.8261	650	0.8735	0.2759	0.8735	0.9346
0.4608	2.8348	652	0.8389	0.1429	0.8389	0.9159
0.4608	2.8435	654	0.8282	0.1176	0.8282	0.9101
0.4608	2.8522	656	0.8234	0.3377	0.8234	0.9074
0.4608	2.8609	658	0.8362	0.3377	0.8362	0.9144
0.4608	2.8696	660	0.8562	0.1176	0.8562	0.9253
0.4608	2.8783	662	0.8887	0.1429	0.8887	0.9427
0.4608	2.8870	664	0.8717	0.1628	0.8717	0.9336
0.4608	2.8957	666	0.8706	0.1176	0.8706	0.9330
0.4608	2.9043	668	0.8978	0.1429	0.8978	0.9475
0.4608	2.9130	670	0.8860	0.1429	0.8860	0.9413
0.4608	2.9217	672	0.8460	0.1429	0.8460	0.9198
0.4608	2.9304	674	0.8458	0.2410	0.8458	0.9197
0.4608	2.9391	676	0.8569	0.2759	0.8569	0.9257
0.4608	2.9478	678	0.8504	0.2759	0.8504	0.9222
0.4608	2.9565	680	0.8048	0.2410	0.8048	0.8971
0.4608	2.9652	682	0.7582	0.2703	0.7582	0.8707
0.4608	2.9739	684	0.7752	0.24	0.7752	0.8804
0.4608	2.9826	686	0.8202	0.2500	0.8202	0.9056
0.4608	2.9913	688	0.8589	0.1429	0.8589	0.9267
0.4608	3.0	690	0.8376	0.2500	0.8376	0.9152
0.4608	3.0087	692	0.8279	0.1429	0.8279	0.9099
0.4608	3.0174	694	0.8306	0.3182	0.8306	0.9114
0.4608	3.0261	696	0.8655	0.3182	0.8655	0.9303
0.4608	3.0348	698	0.8736	0.3448	0.8736	0.9347
0.4608	3.0435	700	0.8064	0.3448	0.8064	0.8980
0.4608	3.0522	702	0.7958	0.3448	0.7958	0.8921
0.4608	3.0609	704	0.8117	0.3182	0.8117	0.9009
0.4608	3.0696	706	0.8336	0.2143	0.8336	0.9130
0.4608	3.0783	708	0.8645	0.2921	0.8645	0.9298
0.4608	3.0870	710	0.8844	0.2921	0.8844	0.9404
0.4608	3.0957	712	0.8800	0.2921	0.8800	0.9381
0.4608	3.1043	714	0.8855	0.3182	0.8855	0.9410
0.4608	3.1130	716	0.9025	0.3294	0.9025	0.9500
0.4608	3.1217	718	0.9956	0.3133	0.9956	0.9978
0.4608	3.1304	720	0.9750	0.3133	0.9750	0.9874
0.4608	3.1391	722	0.8396	0.3133	0.8396	0.9163
0.4608	3.1478	724	0.7168	0.2500	0.7168	0.8467
0.4608	3.1565	726	0.6852	0.4507	0.6852	0.8277
0.4608	3.1652	728	0.7048	0.2683	0.7048	0.8395
0.4608	3.1739	730	0.7636	0.3448	0.7636	0.8738
0.4608	3.1826	732	0.8672	0.3448	0.8672	0.9312
0.4608	3.1913	734	0.9648	0.3448	0.9648	0.9822
0.4608	3.2	736	0.9435	0.3448	0.9435	0.9713
0.4608	3.2087	738	0.8328	0.3182	0.8328	0.9126
0.4608	3.2174	740	0.7591	0.2500	0.7591	0.8713
0.4608	3.2261	742	0.7394	0.2500	0.7394	0.8599
0.4608	3.2348	744	0.7456	0.3571	0.7456	0.8635
0.4608	3.2435	746	0.7963	0.3182	0.7963	0.8923
0.4608	3.2522	748	0.8410	0.3182	0.8410	0.9171
0.4608	3.2609	750	0.8267	0.3182	0.8267	0.9093
0.4608	3.2696	752	0.8259	0.3182	0.8259	0.9088
0.4608	3.2783	754	0.7743	0.3182	0.7743	0.8799
0.4608	3.2870	756	0.7613	0.3182	0.7613	0.8725
0.4608	3.2957	758	0.7404	0.4578	0.7404	0.8604
0.4608	3.3043	760	0.7140	0.4578	0.7140	0.8450
0.4608	3.3130	762	0.7449	0.4878	0.7449	0.8631
0.4608	3.3217	764	0.7910	0.3448	0.7910	0.8894
0.4608	3.3304	766	0.8056	0.3448	0.8056	0.8975
0.4608	3.3391	768	0.7540	0.4878	0.7540	0.8683
0.4608	3.3478	770	0.6678	0.3846	0.6678	0.8172
0.4608	3.3565	772	0.6520	0.3846	0.6520	0.8075
0.4608	3.3652	774	0.6478	0.3846	0.6478	0.8049
0.4608	3.3739	776	0.6486	0.3846	0.6486	0.8053
0.4608	3.3826	778	0.6837	0.3846	0.6837	0.8269
0.4608	3.3913	780	0.7545	0.3684	0.7545	0.8686
0.4608	3.4	782	0.8398	0.2410	0.8398	0.9164
0.4608	3.4087	784	0.8254	0.2410	0.8254	0.9085
0.4608	3.4174	786	0.7452	0.3514	0.7452	0.8632
0.4608	3.4261	788	0.6664	0.3684	0.6664	0.8163
0.4608	3.4348	790	0.6506	0.3684	0.6506	0.8066
0.4608	3.4435	792	0.6183	0.3333	0.6183	0.7863
0.4608	3.4522	794	0.6299	0.3377	0.6299	0.7936
0.4608	3.4609	796	0.6822	0.3684	0.6822	0.8260
0.4608	3.4696	798	0.7159	0.3684	0.7159	0.8461
0.4608	3.4783	800	0.7027	0.3377	0.7027	0.8383
0.4608	3.4870	802	0.6717	0.3846	0.6717	0.8196
0.4608	3.4957	804	0.6900	0.3846	0.6900	0.8307
0.4608	3.5043	806	0.7037	0.3250	0.7037	0.8389
0.4608	3.5130	808	0.6945	0.3250	0.6945	0.8334
0.4608	3.5217	810	0.6789	0.4146	0.6789	0.8240
0.4608	3.5304	812	0.6709	0.3250	0.6709	0.8191
0.4608	3.5391	814	0.6604	0.2785	0.6604	0.8127
0.4608	3.5478	816	0.6536	0.3846	0.6536	0.8085
0.4608	3.5565	818	0.6582	0.3846	0.6582	0.8113
0.4608	3.5652	820	0.6901	0.3846	0.6901	0.8307
0.4608	3.5739	822	0.7162	0.3846	0.7162	0.8463
0.4608	3.5826	824	0.7461	0.3250	0.7461	0.8638
0.4608	3.5913	826	0.7626	0.3250	0.7626	0.8733
0.4608	3.6	828	0.7581	0.3250	0.7581	0.8707
0.4608	3.6087	830	0.7452	0.4304	0.7452	0.8633
0.4608	3.6174	832	0.7235	0.3250	0.7235	0.8506
0.4608	3.6261	834	0.7249	0.3250	0.7249	0.8514
0.4608	3.6348	836	0.7658	0.3855	0.7658	0.8751
0.4608	3.6435	838	0.8034	0.3871	0.8034	0.8963
0.4608	3.6522	840	0.8046	0.3855	0.8046	0.8970
0.4608	3.6609	842	0.8222	0.4	0.8222	0.9068
0.4608	3.6696	844	0.8361	0.3571	0.8361	0.9144
0.4608	3.6783	846	0.8014	0.4	0.8014	0.8952
0.4608	3.6870	848	0.7539	0.3855	0.7539	0.8683
0.4608	3.6957	850	0.7353	0.3855	0.7353	0.8575
0.4608	3.7043	852	0.6979	0.3855	0.6979	0.8354
0.4608	3.7130	854	0.7039	0.3571	0.7039	0.8390
0.4608	3.7217	856	0.7527	0.4578	0.7527	0.8676
0.4608	3.7304	858	0.7794	0.4578	0.7794	0.8828
0.4608	3.7391	860	0.7277	0.4578	0.7277	0.8531
0.4608	3.7478	862	0.6717	0.4578	0.6717	0.8196
0.4608	3.7565	864	0.6389	0.3571	0.6389	0.7993
0.4608	3.7652	866	0.6307	0.2785	0.6307	0.7942
0.4608	3.7739	868	0.6387	0.2785	0.6387	0.7992
0.4608	3.7826	870	0.6743	0.4578	0.6743	0.8211
0.4608	3.7913	872	0.7151	0.4146	0.7151	0.8456
0.4608	3.8	874	0.7510	0.4146	0.7510	0.8666
0.4608	3.8087	876	0.7096	0.4146	0.7096	0.8424
0.4608	3.8174	878	0.6713	0.4578	0.6713	0.8193
0.4608	3.8261	880	0.6682	0.4146	0.6682	0.8175
0.4608	3.8348	882	0.6847	0.4146	0.6847	0.8275
0.4608	3.8435	884	0.6870	0.4146	0.6870	0.8289
0.4608	3.8522	886	0.6536	0.4578	0.6536	0.8085
0.4608	3.8609	888	0.6332	0.4578	0.6332	0.7957
0.4608	3.8696	890	0.6222	0.3846	0.6222	0.7888
0.4608	3.8783	892	0.6048	0.3846	0.6048	0.7777
0.4608	3.8870	894	0.6082	0.3846	0.6082	0.7798
0.4608	3.8957	896	0.6339	0.3846	0.6339	0.7961
0.4608	3.9043	898	0.7141	0.4878	0.7141	0.8450
0.4608	3.9130	900	0.8145	0.4	0.8145	0.9025
0.4608	3.9217	902	0.8350	0.4	0.8350	0.9138
0.4608	3.9304	904	0.7688	0.4878	0.7688	0.8768
0.4608	3.9391	906	0.6452	0.3846	0.6452	0.8032
0.4608	3.9478	908	0.6017	0.2963	0.6017	0.7757
0.4608	3.9565	910	0.5972	0.2963	0.5972	0.7728
0.4608	3.9652	912	0.5972	0.3855	0.5972	0.7728
0.4608	3.9739	914	0.6155	0.2963	0.6155	0.7846
0.4608	3.9826	916	0.6634	0.3571	0.6634	0.8145
0.4608	3.9913	918	0.7184	0.4578	0.7184	0.8476
0.4608	4.0	920	0.6998	0.4578	0.6998	0.8366
0.4608	4.0087	922	0.6538	0.4578	0.6538	0.8086
0.4608	4.0174	924	0.6595	0.4146	0.6595	0.8121
0.4608	4.0261	926	0.6627	0.4146	0.6627	0.8140
0.4608	4.0348	928	0.6621	0.4146	0.6621	0.8137
0.4608	4.0435	930	0.7012	0.4444	0.7012	0.8374
0.4608	4.0522	932	0.6984	0.4444	0.6984	0.8357
0.4608	4.0609	934	0.6606	0.4578	0.6606	0.8128
0.4608	4.0696	936	0.6501	0.4286	0.6501	0.8063
0.4608	4.0783	938	0.6245	0.2500	0.6245	0.7903
0.4608	4.0870	940	0.6323	0.3133	0.6323	0.7951
0.4608	4.0957	942	0.6346	0.2963	0.6346	0.7966
0.4608	4.1043	944	0.6236	0.2500	0.6236	0.7897
0.4608	4.1130	946	0.6627	0.4578	0.6627	0.8141
0.4608	4.1217	948	0.6978	0.5185	0.6978	0.8354
0.4608	4.1304	950	0.6711	0.5185	0.6711	0.8192
0.4608	4.1391	952	0.6290	0.4878	0.6290	0.7931
0.4608	4.1478	954	0.5857	0.3846	0.5857	0.7653
0.4608	4.1565	956	0.5739	0.3544	0.5739	0.7575
0.4608	4.1652	958	0.5902	0.2963	0.5902	0.7683
0.4608	4.1739	960	0.6086	0.2963	0.6086	0.7801
0.4608	4.1826	962	0.6268	0.3544	0.6268	0.7917
0.4608	4.1913	964	0.6272	0.3846	0.6272	0.7920
0.4608	4.2	966	0.6188	0.3846	0.6188	0.7866
0.4608	4.2087	968	0.6160	0.3846	0.6160	0.7848
0.4608	4.2174	970	0.6490	0.4878	0.6490	0.8056
0.4608	4.2261	972	0.6554	0.5185	0.6554	0.8095
0.4608	4.2348	974	0.6426	0.4878	0.6426	0.8016
0.4608	4.2435	976	0.6377	0.3846	0.6377	0.7986
0.4608	4.2522	978	0.6179	0.3846	0.6179	0.7861
0.4608	4.2609	980	0.6329	0.3846	0.6329	0.7956
0.4608	4.2696	982	0.6791	0.4156	0.6791	0.8241
0.4608	4.2783	984	0.7043	0.5063	0.7043	0.8392
0.4608	4.2870	986	0.6626	0.3846	0.6626	0.8140
0.4608	4.2957	988	0.6107	0.3846	0.6107	0.7814
0.4608	4.3043	990	0.5867	0.2388	0.5867	0.7660
0.4608	4.3130	992	0.5959	0.2059	0.5959	0.7719
0.4608	4.3217	994	0.6058	0.2059	0.6058	0.7784
0.4608	4.3304	996	0.6358	0.3704	0.6358	0.7974
0.4608	4.3391	998	0.6789	0.3704	0.6789	0.8239
0.1358	4.3478	1000	0.7039	0.3250	0.7039	0.8390
0.1358	4.3565	1002	0.7109	0.3250	0.7109	0.8432
0.1358	4.3652	1004	0.6954	0.3704	0.6954	0.8339
0.1358	4.3739	1006	0.7010	0.3250	0.7010	0.8373
0.1358	4.3826	1008	0.7007	0.4	0.7007	0.8371
0.1358	4.3913	1010	0.6875	0.4578	0.6875	0.8291
0.1358	4.4	1012	0.6689	0.4578	0.6689	0.8178
0.1358	4.4087	1014	0.6577	0.4578	0.6577	0.8110
0.1358	4.4174	1016	0.6516	0.3846	0.6516	0.8072
0.1358	4.4261	1018	0.6547	0.3846	0.6547	0.8091
0.1358	4.4348	1020	0.6609	0.3846	0.6609	0.8130
0.1358	4.4435	1022	0.6705	0.3846	0.6705	0.8188
0.1358	4.4522	1024	0.6904	0.3846	0.6904	0.8309
0.1358	4.4609	1026	0.6968	0.3846	0.6968	0.8347
0.1358	4.4696	1028	0.7331	0.3846	0.7331	0.8562
0.1358	4.4783	1030	0.8004	0.3023	0.8004	0.8947
0.1358	4.4870	1032	0.8281	0.3571	0.8281	0.9100
0.1358	4.4957	1034	0.7998	0.3571	0.7998	0.8943
0.1358	4.5043	1036	0.7504	0.3684	0.7504	0.8662
0.1358	4.5130	1038	0.6977	0.3514	0.6977	0.8353
0.1358	4.5217	1040	0.6988	0.4	0.6988	0.8359
0.1358	4.5304	1042	0.7069	0.3514	0.7069	0.8408
0.1358	4.5391	1044	0.7232	0.3544	0.7232	0.8504
0.1358	4.5478	1046	0.7731	0.2588	0.7731	0.8793
0.1358	4.5565	1048	0.8417	0.2857	0.8417	0.9174
0.1358	4.5652	1050	0.8557	0.3294	0.8557	0.9250
0.1358	4.5739	1052	0.8034	0.3294	0.8034	0.8963
0.1358	4.5826	1054	0.7473	0.2759	0.7473	0.8645
0.1358	4.5913	1056	0.7620	0.4138	0.7620	0.8729
0.1358	4.6	1058	0.8128	0.3133	0.8128	0.9015
0.1358	4.6087	1060	0.8201	0.4138	0.8201	0.9056
0.1358	4.6174	1062	0.8117	0.4	0.8117	0.9010
0.1358	4.6261	1064	0.8362	0.3023	0.8362	0.9144
0.1358	4.6348	1066	0.8506	0.3023	0.8506	0.9223
0.1358	4.6435	1068	0.7997	0.3023	0.7997	0.8943
0.1358	4.6522	1070	0.7525	0.3448	0.7525	0.8675
0.1358	4.6609	1072	0.7284	0.4878	0.7284	0.8535
0.1358	4.6696	1074	0.7049	0.2785	0.7049	0.8396
0.1358	4.6783	1076	0.7065	0.2500	0.7065	0.8406
0.1358	4.6870	1078	0.7131	0.2500	0.7131	0.8445
0.1358	4.6957	1080	0.7229	0.3571	0.7229	0.8503
0.1358	4.7043	1082	0.7619	0.4878	0.7619	0.8729
0.1358	4.7130	1084	0.7604	0.4878	0.7604	0.8720
0.1358	4.7217	1086	0.7206	0.4878	0.7206	0.8489
0.1358	4.7304	1088	0.6859	0.3571	0.6859	0.8282
0.1358	4.7391	1090	0.6735	0.3294	0.6735	0.8207
0.1358	4.7478	1092	0.6825	0.3133	0.6825	0.8261
0.1358	4.7565	1094	0.6889	0.3864	0.6889	0.8300
0.1358	4.7652	1096	0.7077	0.3571	0.7077	0.8413
0.1358	4.7739	1098	0.7388	0.4578	0.7388	0.8595
0.1358	4.7826	1100	0.7477	0.3571	0.7477	0.8647
0.1358	4.7913	1102	0.7321	0.3571	0.7321	0.8556
0.1358	4.8	1104	0.7168	0.3571	0.7168	0.8466
0.1358	4.8087	1106	0.7244	0.4578	0.7244	0.8511
0.1358	4.8174	1108	0.7489	0.4578	0.7489	0.8654
0.1358	4.8261	1110	0.7727	0.4878	0.7727	0.8790
0.1358	4.8348	1112	0.8407	0.3721	0.8407	0.9169
0.1358	4.8435	1114	0.8578	0.3294	0.8578	0.9262
0.1358	4.8522	1116	0.8167	0.3448	0.8167	0.9037
0.1358	4.8609	1118	0.7531	0.4878	0.7531	0.8678
0.1358	4.8696	1120	0.6975	0.3846	0.6975	0.8352
0.1358	4.8783	1122	0.6874	0.2963	0.6874	0.8291
0.1358	4.8870	1124	0.7021	0.2963	0.7021	0.8379
0.1358	4.8957	1126	0.7232	0.2963	0.7232	0.8504
0.1358	4.9043	1128	0.7315	0.3294	0.7315	0.8553
0.1358	4.9130	1130	0.7368	0.3571	0.7368	0.8583
0.1358	4.9217	1132	0.7227	0.2500	0.7227	0.8501
0.1358	4.9304	1134	0.7036	0.2963	0.7036	0.8388
0.1358	4.9391	1136	0.6884	0.2500	0.6884	0.8297
0.1358	4.9478	1138	0.6901	0.2785	0.6901	0.8307
0.1358	4.9565	1140	0.7160	0.4878	0.7160	0.8462
0.1358	4.9652	1142	0.7125	0.4878	0.7125	0.8441
0.1358	4.9739	1144	0.6889	0.3846	0.6889	0.8300
0.1358	4.9826	1146	0.6816	0.3846	0.6816	0.8256
0.1358	4.9913	1148	0.6706	0.2785	0.6706	0.8189
0.1358	5.0	1150	0.6567	0.24	0.6567	0.8104
0.1358	5.0087	1152	0.6653	0.2500	0.6653	0.8156
0.1358	5.0174	1154	0.6768	0.2500	0.6768	0.8227
0.1358	5.0261	1156	0.6921	0.3294	0.6921	0.8319
0.1358	5.0348	1158	0.7038	0.4578	0.7038	0.8389
0.1358	5.0435	1160	0.6875	0.3294	0.6875	0.8292
0.1358	5.0522	1162	0.6638	0.2500	0.6638	0.8148
0.1358	5.0609	1164	0.6612	0.2500	0.6612	0.8131
0.1358	5.0696	1166	0.6655	0.3415	0.6655	0.8158
0.1358	5.0783	1168	0.6845	0.3415	0.6845	0.8273
0.1358	5.0870	1170	0.7110	0.3415	0.7110	0.8432
0.1358	5.0957	1172	0.7526	0.3721	0.7526	0.8675
0.1358	5.1043	1174	0.7906	0.3721	0.7906	0.8892
0.1358	5.1130	1176	0.8211	0.4138	0.8211	0.9062
0.1358	5.1217	1178	0.8433	0.3736	0.8433	0.9183
0.1358	5.1304	1180	0.8431	0.3571	0.8431	0.9182
0.1358	5.1391	1182	0.8358	0.3855	0.8358	0.9142
0.1358	5.1478	1184	0.8083	0.3415	0.8083	0.8991
0.1358	5.1565	1186	0.7761	0.3704	0.7761	0.8810
0.1358	5.1652	1188	0.7373	0.3704	0.7373	0.8587
0.1358	5.1739	1190	0.6938	0.3704	0.6938	0.8329
0.1358	5.1826	1192	0.6634	0.3836	0.6634	0.8145
0.1358	5.1913	1194	0.6512	0.3514	0.6512	0.8070
0.1358	5.2	1196	0.6549	0.3514	0.6549	0.8093
0.1358	5.2087	1198	0.6527	0.3514	0.6527	0.8079
0.1358	5.2174	1200	0.6657	0.3704	0.6657	0.8159
0.1358	5.2261	1202	0.7083	0.3250	0.7083	0.8416
0.1358	5.2348	1204	0.7299	0.3250	0.7299	0.8543
0.1358	5.2435	1206	0.7384	0.3250	0.7384	0.8593
0.1358	5.2522	1208	0.7362	0.3704	0.7362	0.8580
0.1358	5.2609	1210	0.7240	0.3133	0.7240	0.8509
0.1358	5.2696	1212	0.7079	0.3133	0.7079	0.8414
0.1358	5.2783	1214	0.6860	0.3250	0.6860	0.8283
0.1358	5.2870	1216	0.6665	0.3250	0.6665	0.8164
0.1358	5.2957	1218	0.6620	0.3250	0.6620	0.8136
0.1358	5.3043	1220	0.6765	0.3250	0.6765	0.8225
0.1358	5.3130	1222	0.6904	0.3250	0.6904	0.8309
0.1358	5.3217	1224	0.7004	0.2963	0.7004	0.8369
0.1358	5.3304	1226	0.7066	0.2683	0.7066	0.8406
0.1358	5.3391	1228	0.7168	0.2683	0.7168	0.8466
0.1358	5.3478	1230	0.7246	0.2785	0.7246	0.8512
0.1358	5.3565	1232	0.7238	0.3846	0.7238	0.8508
0.1358	5.3652	1234	0.7183	0.4578	0.7183	0.8475
0.1358	5.3739	1236	0.7196	0.4578	0.7196	0.8483
0.1358	5.3826	1238	0.7098	0.4878	0.7098	0.8425
0.1358	5.3913	1240	0.6797	0.3846	0.6797	0.8244
0.1358	5.4	1242	0.6731	0.3846	0.6731	0.8204
0.1358	5.4087	1244	0.6773	0.3846	0.6773	0.8230
0.1358	5.4174	1246	0.6872	0.2785	0.6872	0.8290
0.1358	5.4261	1248	0.6929	0.2500	0.6929	0.8324
0.1358	5.4348	1250	0.7004	0.3846	0.7004	0.8369
0.1358	5.4435	1252	0.7354	0.3846	0.7354	0.8576
0.1358	5.4522	1254	0.7797	0.4878	0.7797	0.8830
0.1358	5.4609	1256	0.8335	0.4396	0.8335	0.9130
0.1358	5.4696	1258	0.8283	0.4667	0.8283	0.9101
0.1358	5.4783	1260	0.7715	0.475	0.7715	0.8784
0.1358	5.4870	1262	0.6879	0.4156	0.6879	0.8294
0.1358	5.4957	1264	0.6592	0.3846	0.6592	0.8119
0.1358	5.5043	1266	0.6825	0.3846	0.6825	0.8261
0.1358	5.5130	1268	0.7221	0.3846	0.7221	0.8498
0.1358	5.5217	1270	0.7372	0.3846	0.7372	0.8586
0.1358	5.5304	1272	0.7280	0.3846	0.7280	0.8532
0.1358	5.5391	1274	0.7236	0.2785	0.7236	0.8506
0.1358	5.5478	1276	0.7232	0.2500	0.7232	0.8504
0.1358	5.5565	1278	0.7172	0.2785	0.7172	0.8469
0.1358	5.5652	1280	0.7114	0.3846	0.7114	0.8434
0.1358	5.5739	1282	0.7249	0.3846	0.7249	0.8514
0.1358	5.5826	1284	0.7551	0.3377	0.7551	0.8689
0.1358	5.5913	1286	0.7865	0.3294	0.7865	0.8868
0.1358	5.6	1288	0.7872	0.2222	0.7872	0.8873
0.1358	5.6087	1290	0.7589	0.3846	0.7589	0.8711
0.1358	5.6174	1292	0.7280	0.3846	0.7280	0.8533
0.1358	5.6261	1294	0.7258	0.3846	0.7258	0.8520
0.1358	5.6348	1296	0.7411	0.3846	0.7411	0.8609
0.1358	5.6435	1298	0.7651	0.3846	0.7651	0.8747
0.1358	5.6522	1300	0.7758	0.3846	0.7758	0.8808
0.1358	5.6609	1302	0.7785	0.3846	0.7785	0.8823
0.1358	5.6696	1304	0.7369	0.3846	0.7369	0.8585
0.1358	5.6783	1306	0.7050	0.3846	0.7050	0.8397
0.1358	5.6870	1308	0.6765	0.3846	0.6765	0.8225
0.1358	5.6957	1310	0.6837	0.3846	0.6837	0.8268
0.1358	5.7043	1312	0.7098	0.3846	0.7098	0.8425
0.1358	5.7130	1314	0.7525	0.4578	0.7525	0.8675
0.1358	5.7217	1316	0.7937	0.4578	0.7937	0.8909
0.1358	5.7304	1318	0.7933	0.4578	0.7933	0.8907
0.1358	5.7391	1320	0.7728	0.4578	0.7728	0.8791
0.1358	5.7478	1322	0.7507	0.4578	0.7507	0.8665
0.1358	5.7565	1324	0.7408	0.4578	0.7408	0.8607
0.1358	5.7652	1326	0.7231	0.3846	0.7231	0.8503
0.1358	5.7739	1328	0.6919	0.3846	0.6919	0.8318
0.1358	5.7826	1330	0.6824	0.3846	0.6824	0.8261
0.1358	5.7913	1332	0.6862	0.3846	0.6862	0.8284
0.1358	5.8	1334	0.6995	0.4156	0.6995	0.8364
0.1358	5.8087	1336	0.7209	0.4156	0.7209	0.8491
0.1358	5.8174	1338	0.7488	0.4	0.7488	0.8654
0.1358	5.8261	1340	0.7525	0.4474	0.7525	0.8674
0.1358	5.8348	1342	0.7322	0.3846	0.7322	0.8557
0.1358	5.8435	1344	0.6996	0.3846	0.6996	0.8364
0.1358	5.8522	1346	0.6986	0.3846	0.6986	0.8358
0.1358	5.8609	1348	0.7080	0.3846	0.7080	0.8414
0.1358	5.8696	1350	0.7427	0.4474	0.7427	0.8618
0.1358	5.8783	1352	0.7569	0.4324	0.7569	0.8700
0.1358	5.8870	1354	0.7645	0.3836	0.7645	0.8744
0.1358	5.8957	1356	0.8158	0.3133	0.8158	0.9032
0.1358	5.9043	1358	0.8688	0.3133	0.8688	0.9321
0.1358	5.9130	1360	0.8812	0.3133	0.8812	0.9387
0.1358	5.9217	1362	0.8412	0.3133	0.8412	0.9172
0.1358	5.9304	1364	0.7654	0.5063	0.7654	0.8749
0.1358	5.9391	1366	0.6988	0.3846	0.6988	0.8360
0.1358	5.9478	1368	0.6662	0.3846	0.6662	0.8162
0.1358	5.9565	1370	0.6677	0.3846	0.6677	0.8172
0.1358	5.9652	1372	0.6838	0.3846	0.6838	0.8269
0.1358	5.9739	1374	0.7075	0.3846	0.7075	0.8411
0.1358	5.9826	1376	0.7456	0.3846	0.7456	0.8635
0.1358	5.9913	1378	0.7860	0.4444	0.7860	0.8865
0.1358	6.0	1380	0.7873	0.4444	0.7873	0.8873
0.1358	6.0087	1382	0.7518	0.3377	0.7518	0.8670
0.1358	6.0174	1384	0.7055	0.3846	0.7055	0.8399
0.1358	6.0261	1386	0.6898	0.3846	0.6898	0.8305
0.1358	6.0348	1388	0.7018	0.3846	0.7018	0.8377
0.1358	6.0435	1390	0.7223	0.3846	0.7223	0.8499
0.1358	6.0522	1392	0.7375	0.3846	0.7375	0.8588
0.1358	6.0609	1394	0.7706	0.3846	0.7706	0.8779
0.1358	6.0696	1396	0.8019	0.3846	0.8019	0.8955
0.1358	6.0783	1398	0.8100	0.3846	0.8100	0.9000
0.1358	6.0870	1400	0.8107	0.3846	0.8107	0.9004
0.1358	6.0957	1402	0.7899	0.3846	0.7899	0.8888
0.1358	6.1043	1404	0.7534	0.3846	0.7534	0.8680
0.1358	6.1130	1406	0.7201	0.3846	0.7201	0.8486
0.1358	6.1217	1408	0.7098	0.3846	0.7098	0.8425
0.1358	6.1304	1410	0.7135	0.3846	0.7135	0.8447
0.1358	6.1391	1412	0.7065	0.3846	0.7065	0.8405
0.1358	6.1478	1414	0.7104	0.3846	0.7104	0.8429
0.1358	6.1565	1416	0.7214	0.3377	0.7214	0.8494
0.1358	6.1652	1418	0.7401	0.3377	0.7401	0.8603
0.1358	6.1739	1420	0.7367	0.3377	0.7367	0.8583
0.1358	6.1826	1422	0.7469	0.3377	0.7469	0.8642
0.1358	6.1913	1424	0.7523	0.3377	0.7523	0.8674
0.1358	6.2	1426	0.7408	0.3846	0.7408	0.8607
0.1358	6.2087	1428	0.7501	0.3846	0.7501	0.8661
0.1358	6.2174	1430	0.7457	0.3846	0.7457	0.8635
0.1358	6.2261	1432	0.7267	0.3846	0.7267	0.8525
0.1358	6.2348	1434	0.7031	0.3846	0.7031	0.8385
0.1358	6.2435	1436	0.6924	0.3846	0.6924	0.8321
0.1358	6.2522	1438	0.7080	0.3377	0.7080	0.8414
0.1358	6.2609	1440	0.7462	0.4324	0.7462	0.8638
0.1358	6.2696	1442	0.7591	0.3836	0.7591	0.8713
0.1358	6.2783	1444	0.7367	0.4324	0.7367	0.8583
0.1358	6.2870	1446	0.6989	0.3377	0.6989	0.8360
0.1358	6.2957	1448	0.6966	0.3846	0.6966	0.8347
0.1358	6.3043	1450	0.6962	0.3846	0.6962	0.8344
0.1358	6.3130	1452	0.7253	0.3846	0.7253	0.8516
0.1358	6.3217	1454	0.7393	0.3846	0.7393	0.8598
0.1358	6.3304	1456	0.7313	0.3846	0.7313	0.8552
0.1358	6.3391	1458	0.7031	0.3846	0.7031	0.8385
0.1358	6.3478	1460	0.6745	0.2785	0.6745	0.8213
0.1358	6.3565	1462	0.6640	0.2785	0.6640	0.8149
0.1358	6.3652	1464	0.6686	0.2785	0.6686	0.8177
0.1358	6.3739	1466	0.6766	0.2785	0.6766	0.8226
0.1358	6.3826	1468	0.7025	0.3846	0.7025	0.8382
0.1358	6.3913	1470	0.7374	0.3846	0.7374	0.8587
0.1358	6.4	1472	0.7360	0.3846	0.7360	0.8579
0.1358	6.4087	1474	0.7279	0.3846	0.7279	0.8532
0.1358	6.4174	1476	0.6990	0.3846	0.6990	0.8360
0.1358	6.4261	1478	0.6737	0.3250	0.6737	0.8208
0.1358	6.4348	1480	0.6634	0.3377	0.6634	0.8145
0.1358	6.4435	1482	0.6639	0.3333	0.6639	0.8148
0.1358	6.4522	1484	0.6683	0.3704	0.6683	0.8175
0.1358	6.4609	1486	0.6881	0.3250	0.6881	0.8295
0.1358	6.4696	1488	0.7324	0.4578	0.7324	0.8558
0.1358	6.4783	1490	0.7974	0.4146	0.7974	0.8930
0.1358	6.4870	1492	0.8683	0.2759	0.8683	0.9318
0.1358	6.4957	1494	0.8849	0.2653	0.8849	0.9407
0.1358	6.5043	1496	0.8519	0.2759	0.8519	0.9230
0.1358	6.5130	1498	0.8228	0.2759	0.8228	0.9071
0.0806	6.5217	1500	0.7795	0.4578	0.7795	0.8829
0.0806	6.5304	1502	0.7368	0.3544	0.7368	0.8583
0.0806	6.5391	1504	0.7294	0.2963	0.7294	0.8541
0.0806	6.5478	1506	0.7219	0.2963	0.7219	0.8497
0.0806	6.5565	1508	0.7178	0.2500	0.7178	0.8472
0.0806	6.5652	1510	0.7230	0.3544	0.7230	0.8503
0.0806	6.5739	1512	0.7296	0.3846	0.7296	0.8542
0.0806	6.5826	1514	0.7482	0.4578	0.7482	0.8650
0.0806	6.5913	1516	0.7582	0.4578	0.7582	0.8708
0.0806	6.6	1518	0.7675	0.4578	0.7675	0.8761
0.0806	6.6087	1520	0.7591	0.4578	0.7591	0.8712
0.0806	6.6174	1522	0.7425	0.3846	0.7425	0.8617
0.0806	6.6261	1524	0.7174	0.3846	0.7174	0.8470
0.0806	6.6348	1526	0.6970	0.24	0.6970	0.8348
0.0806	6.6435	1528	0.6990	0.3077	0.6990	0.8361
0.0806	6.6522	1530	0.7053	0.3077	0.7053	0.8398
0.0806	6.6609	1532	0.7092	0.2895	0.7092	0.8421
0.0806	6.6696	1534	0.7101	0.24	0.7101	0.8427
0.0806	6.6783	1536	0.7198	0.2785	0.7198	0.8484
0.0806	6.6870	1538	0.7267	0.2785	0.7267	0.8525
0.0806	6.6957	1540	0.7323	0.3846	0.7323	0.8557
0.0806	6.7043	1542	0.7350	0.3846	0.7350	0.8573
0.0806	6.7130	1544	0.7289	0.3846	0.7289	0.8538
0.0806	6.7217	1546	0.7157	0.3846	0.7157	0.8460
0.0806	6.7304	1548	0.7033	0.2785	0.7033	0.8386
0.0806	6.7391	1550	0.7014	0.2500	0.7014	0.8375
0.0806	6.7478	1552	0.7120	0.2500	0.7120	0.8438
0.0806	6.7565	1554	0.7290	0.2500	0.7290	0.8538
0.0806	6.7652	1556	0.7563	0.2500	0.7563	0.8696
0.0806	6.7739	1558	0.7892	0.3294	0.7892	0.8883
0.0806	6.7826	1560	0.8159	0.4578	0.8159	0.9033
0.0806	6.7913	1562	0.8161	0.4578	0.8161	0.9034
0.0806	6.8	1564	0.7939	0.3294	0.7939	0.8910
0.0806	6.8087	1566	0.7799	0.4286	0.7799	0.8831
0.0806	6.8174	1568	0.7772	0.4286	0.7772	0.8816
0.0806	6.8261	1570	0.7756	0.4286	0.7756	0.8807
0.0806	6.8348	1572	0.7614	0.4286	0.7614	0.8726
0.0806	6.8435	1574	0.7545	0.2500	0.7545	0.8686
0.0806	6.8522	1576	0.7628	0.2500	0.7628	0.8734
0.0806	6.8609	1578	0.7752	0.3294	0.7752	0.8804
0.0806	6.8696	1580	0.8034	0.4286	0.8034	0.8963
0.0806	6.8783	1582	0.8495	0.3023	0.8495	0.9217
0.0806	6.8870	1584	0.8862	0.3023	0.8862	0.9414
0.0806	6.8957	1586	0.8788	0.3023	0.8788	0.9374
0.0806	6.9043	1588	0.8416	0.3023	0.8416	0.9174
0.0806	6.9130	1590	0.7909	0.3855	0.7909	0.8893
0.0806	6.9217	1592	0.7625	0.4286	0.7625	0.8732
0.0806	6.9304	1594	0.7516	0.4286	0.7516	0.8669
0.0806	6.9391	1596	0.7420	0.3544	0.7420	0.8614
0.0806	6.9478	1598	0.7336	0.2500	0.7336	0.8565
0.0806	6.9565	1600	0.7326	0.2500	0.7326	0.8559
0.0806	6.9652	1602	0.7239	0.2500	0.7239	0.8508
0.0806	6.9739	1604	0.7234	0.2500	0.7234	0.8505
0.0806	6.9826	1606	0.7365	0.2500	0.7365	0.8582
0.0806	6.9913	1608	0.7677	0.3846	0.7677	0.8762
0.0806	7.0	1610	0.7868	0.4146	0.7868	0.8870
0.0806	7.0087	1612	0.7776	0.4578	0.7776	0.8818
0.0806	7.0174	1614	0.7510	0.3846	0.7510	0.8666
0.0806	7.0261	1616	0.7163	0.3846	0.7163	0.8463
0.0806	7.0348	1618	0.6824	0.2500	0.6824	0.8260
0.0806	7.0435	1620	0.6547	0.2963	0.6547	0.8091
0.0806	7.0522	1622	0.6468	0.3377	0.6468	0.8043
0.0806	7.0609	1624	0.6442	0.3377	0.6442	0.8026
0.0806	7.0696	1626	0.6522	0.3415	0.6522	0.8076
0.0806	7.0783	1628	0.6738	0.2500	0.6738	0.8209
0.0806	7.0870	1630	0.6957	0.2785	0.6957	0.8341
0.0806	7.0957	1632	0.7258	0.2785	0.7258	0.8519
0.0806	7.1043	1634	0.7451	0.3571	0.7451	0.8632
0.0806	7.1130	1636	0.7510	0.4	0.7510	0.8666
0.0806	7.1217	1638	0.7525	0.3415	0.7525	0.8674
0.0806	7.1304	1640	0.7593	0.3415	0.7593	0.8714
0.0806	7.1391	1642	0.7709	0.3415	0.7709	0.8780
0.0806	7.1478	1644	0.7753	0.2963	0.7753	0.8805
0.0806	7.1565	1646	0.7699	0.2963	0.7699	0.8774
0.0806	7.1652	1648	0.7610	0.2963	0.7610	0.8724
0.0806	7.1739	1650	0.7641	0.2500	0.7641	0.8742
0.0806	7.1826	1652	0.7625	0.2500	0.7625	0.8732
0.0806	7.1913	1654	0.7660	0.2785	0.7660	0.8752
0.0806	7.2	1656	0.7724	0.2785	0.7724	0.8789
0.0806	7.2087	1658	0.7702	0.2785	0.7702	0.8776
0.0806	7.2174	1660	0.7802	0.3846	0.7802	0.8833
0.0806	7.2261	1662	0.7822	0.3846	0.7822	0.8844
0.0806	7.2348	1664	0.7889	0.3846	0.7889	0.8882
0.0806	7.2435	1666	0.7814	0.3846	0.7814	0.8840
0.0806	7.2522	1668	0.7707	0.3846	0.7707	0.8779
0.0806	7.2609	1670	0.7511	0.3846	0.7511	0.8667
0.0806	7.2696	1672	0.7382	0.3846	0.7382	0.8592
0.0806	7.2783	1674	0.7368	0.3846	0.7368	0.8584
0.0806	7.2870	1676	0.7336	0.3846	0.7336	0.8565
0.0806	7.2957	1678	0.7412	0.3846	0.7412	0.8609
0.0806	7.3043	1680	0.7574	0.4156	0.7574	0.8703
0.0806	7.3130	1682	0.7797	0.4878	0.7797	0.8830
0.0806	7.3217	1684	0.7942	0.4444	0.7942	0.8912
0.0806	7.3304	1686	0.7935	0.4878	0.7935	0.8908
0.0806	7.3391	1688	0.7762	0.4578	0.7762	0.8810
0.0806	7.3478	1690	0.7502	0.3846	0.7502	0.8662
0.0806	7.3565	1692	0.7382	0.3544	0.7382	0.8592
0.0806	7.3652	1694	0.7313	0.2500	0.7313	0.8552
0.0806	7.3739	1696	0.7300	0.2500	0.7300	0.8544
0.0806	7.3826	1698	0.7307	0.2500	0.7307	0.8548
0.0806	7.3913	1700	0.7328	0.2500	0.7328	0.8560
0.0806	7.4	1702	0.7417	0.3846	0.7417	0.8612
0.0806	7.4087	1704	0.7540	0.3846	0.7540	0.8683
0.0806	7.4174	1706	0.7524	0.3846	0.7524	0.8674
0.0806	7.4261	1708	0.7533	0.3846	0.7533	0.8679
0.0806	7.4348	1710	0.7419	0.3846	0.7419	0.8613
0.0806	7.4435	1712	0.7232	0.2500	0.7232	0.8504
0.0806	7.4522	1714	0.7079	0.2500	0.7079	0.8414
0.0806	7.4609	1716	0.6975	0.2500	0.6975	0.8352
0.0806	7.4696	1718	0.6885	0.2500	0.6885	0.8298
0.0806	7.4783	1720	0.6769	0.2500	0.6769	0.8228
0.0806	7.4870	1722	0.6709	0.3846	0.6709	0.8191
0.0806	7.4957	1724	0.6805	0.3846	0.6805	0.8249
0.0806	7.5043	1726	0.6901	0.3846	0.6901	0.8307
0.0806	7.5130	1728	0.7034	0.3846	0.7034	0.8387
0.0806	7.5217	1730	0.6987	0.3846	0.6987	0.8359
0.0806	7.5304	1732	0.6812	0.3846	0.6812	0.8254
0.0806	7.5391	1734	0.6714	0.3846	0.6714	0.8194
0.0806	7.5478	1736	0.6606	0.3846	0.6606	0.8128
0.0806	7.5565	1738	0.6583	0.3846	0.6583	0.8114
0.0806	7.5652	1740	0.6539	0.3846	0.6539	0.8086
0.0806	7.5739	1742	0.6537	0.24	0.6537	0.8085
0.0806	7.5826	1744	0.6554	0.2703	0.6554	0.8096
0.0806	7.5913	1746	0.6623	0.3846	0.6623	0.8138
0.0806	7.6	1748	0.6761	0.3846	0.6761	0.8223
0.0806	7.6087	1750	0.6894	0.3846	0.6894	0.8303
0.0806	7.6174	1752	0.7009	0.3846	0.7009	0.8372
0.0806	7.6261	1754	0.7027	0.3846	0.7027	0.8383
0.0806	7.6348	1756	0.6987	0.3846	0.6987	0.8359
0.0806	7.6435	1758	0.6940	0.3846	0.6940	0.8331
0.0806	7.6522	1760	0.6933	0.3846	0.6933	0.8327
0.0806	7.6609	1762	0.6944	0.3846	0.6944	0.8333
0.0806	7.6696	1764	0.7016	0.3846	0.7016	0.8376
0.0806	7.6783	1766	0.7067	0.3846	0.7067	0.8406
0.0806	7.6870	1768	0.7115	0.3846	0.7115	0.8435
0.0806	7.6957	1770	0.7172	0.3846	0.7172	0.8469
0.0806	7.7043	1772	0.7178	0.3846	0.7178	0.8472
0.0806	7.7130	1774	0.7145	0.3846	0.7145	0.8453
0.0806	7.7217	1776	0.7235	0.3846	0.7235	0.8506
0.0806	7.7304	1778	0.7358	0.3846	0.7358	0.8578
0.0806	7.7391	1780	0.7354	0.3846	0.7354	0.8576
0.0806	7.7478	1782	0.7361	0.3846	0.7361	0.8579
0.0806	7.7565	1784	0.7293	0.3846	0.7293	0.8540
0.0806	7.7652	1786	0.7358	0.3846	0.7358	0.8578
0.0806	7.7739	1788	0.7471	0.3377	0.7471	0.8643
0.0806	7.7826	1790	0.7367	0.3846	0.7367	0.8583
0.0806	7.7913	1792	0.7229	0.3846	0.7229	0.8502
0.0806	7.8	1794	0.7115	0.3846	0.7115	0.8435
0.0806	7.8087	1796	0.7043	0.3846	0.7043	0.8392
0.0806	7.8174	1798	0.6984	0.3846	0.6984	0.8357
0.0806	7.8261	1800	0.7019	0.3846	0.7019	0.8378
0.0806	7.8348	1802	0.7159	0.3846	0.7159	0.8461
0.0806	7.8435	1804	0.7339	0.3846	0.7339	0.8567
0.0806	7.8522	1806	0.7492	0.3846	0.7492	0.8656
0.0806	7.8609	1808	0.7668	0.3846	0.7668	0.8757
0.0806	7.8696	1810	0.7751	0.3846	0.7751	0.8804
0.0806	7.8783	1812	0.7779	0.3846	0.7779	0.8820
0.0806	7.8870	1814	0.7780	0.3846	0.7780	0.8821
0.0806	7.8957	1816	0.7746	0.3544	0.7746	0.8801
0.0806	7.9043	1818	0.7696	0.3544	0.7696	0.8772
0.0806	7.9130	1820	0.7539	0.3544	0.7539	0.8683
0.0806	7.9217	1822	0.7424	0.3846	0.7424	0.8616
0.0806	7.9304	1824	0.7254	0.3846	0.7254	0.8517
0.0806	7.9391	1826	0.7150	0.3846	0.7150	0.8456
0.0806	7.9478	1828	0.7124	0.3846	0.7124	0.8440
0.0806	7.9565	1830	0.7230	0.3846	0.7230	0.8503
0.0806	7.9652	1832	0.7309	0.3846	0.7309	0.8549
0.0806	7.9739	1834	0.7280	0.3846	0.7280	0.8532
0.0806	7.9826	1836	0.7200	0.3846	0.7200	0.8485
0.0806	7.9913	1838	0.7207	0.3846	0.7207	0.8489
0.0806	8.0	1840	0.7174	0.3846	0.7174	0.8470
0.0806	8.0087	1842	0.7137	0.3846	0.7137	0.8448
0.0806	8.0174	1844	0.7131	0.3846	0.7131	0.8444
0.0806	8.0261	1846	0.7132	0.3846	0.7132	0.8445
0.0806	8.0348	1848	0.7227	0.3846	0.7227	0.8501
0.0806	8.0435	1850	0.7392	0.3846	0.7392	0.8597
0.0806	8.0522	1852	0.7569	0.3846	0.7569	0.8700
0.0806	8.0609	1854	0.7638	0.3846	0.7638	0.8739
0.0806	8.0696	1856	0.7635	0.3846	0.7635	0.8738
0.0806	8.0783	1858	0.7644	0.3846	0.7644	0.8743
0.0806	8.0870	1860	0.7648	0.3846	0.7648	0.8746
0.0806	8.0957	1862	0.7621	0.3846	0.7621	0.8730
0.0806	8.1043	1864	0.7620	0.3846	0.7620	0.8729
0.0806	8.1130	1866	0.7719	0.3846	0.7719	0.8786
0.0806	8.1217	1868	0.7750	0.2500	0.7750	0.8803
0.0806	8.1304	1870	0.7713	0.2500	0.7713	0.8783
0.0806	8.1391	1872	0.7713	0.2500	0.7713	0.8783
0.0806	8.1478	1874	0.7724	0.2500	0.7724	0.8789
0.0806	8.1565	1876	0.7747	0.2500	0.7747	0.8802
0.0806	8.1652	1878	0.7703	0.3846	0.7703	0.8777
0.0806	8.1739	1880	0.7680	0.3846	0.7680	0.8763
0.0806	8.1826	1882	0.7612	0.3846	0.7612	0.8725
0.0806	8.1913	1884	0.7522	0.3846	0.7522	0.8673
0.0806	8.2	1886	0.7437	0.3846	0.7437	0.8624
0.0806	8.2087	1888	0.7421	0.3846	0.7421	0.8614
0.0806	8.2174	1890	0.7408	0.4156	0.7408	0.8607
0.0806	8.2261	1892	0.7336	0.4156	0.7336	0.8565
0.0806	8.2348	1894	0.7258	0.4156	0.7258	0.8520
0.0806	8.2435	1896	0.7260	0.3846	0.7260	0.8521
0.0806	8.2522	1898	0.7290	0.3846	0.7290	0.8538
0.0806	8.2609	1900	0.7342	0.3846	0.7342	0.8568
0.0806	8.2696	1902	0.7348	0.3846	0.7348	0.8572
0.0806	8.2783	1904	0.7381	0.3846	0.7381	0.8591
0.0806	8.2870	1906	0.7376	0.3544	0.7376	0.8588
0.0806	8.2957	1908	0.7417	0.3846	0.7417	0.8612
0.0806	8.3043	1910	0.7424	0.3846	0.7424	0.8616
0.0806	8.3130	1912	0.7452	0.3846	0.7452	0.8632
0.0806	8.3217	1914	0.7476	0.3846	0.7476	0.8646
0.0806	8.3304	1916	0.7519	0.3846	0.7519	0.8671
0.0806	8.3391	1918	0.7538	0.3846	0.7538	0.8682
0.0806	8.3478	1920	0.7536	0.4578	0.7536	0.8681
0.0806	8.3565	1922	0.7489	0.4578	0.7489	0.8654
0.0806	8.3652	1924	0.7447	0.3846	0.7447	0.8630
0.0806	8.3739	1926	0.7352	0.3846	0.7352	0.8575
0.0806	8.3826	1928	0.7227	0.3846	0.7227	0.8501
0.0806	8.3913	1930	0.7162	0.3846	0.7162	0.8463
0.0806	8.4	1932	0.7138	0.3846	0.7138	0.8449
0.0806	8.4087	1934	0.7088	0.3846	0.7088	0.8419
0.0806	8.4174	1936	0.7030	0.3846	0.7030	0.8385
0.0806	8.4261	1938	0.6965	0.3846	0.6965	0.8346
0.0806	8.4348	1940	0.6956	0.2785	0.6956	0.8340
0.0806	8.4435	1942	0.6946	0.2785	0.6946	0.8334
0.0806	8.4522	1944	0.6997	0.3846	0.6997	0.8365
0.0806	8.4609	1946	0.7092	0.3846	0.7092	0.8421
0.0806	8.4696	1948	0.7211	0.3846	0.7211	0.8492
0.0806	8.4783	1950	0.7277	0.3846	0.7277	0.8531
0.0806	8.4870	1952	0.7372	0.3846	0.7372	0.8586
0.0806	8.4957	1954	0.7497	0.3846	0.7497	0.8659
0.0806	8.5043	1956	0.7527	0.3846	0.7527	0.8676
0.0806	8.5130	1958	0.7536	0.3846	0.7536	0.8681
0.0806	8.5217	1960	0.7482	0.3846	0.7482	0.8650
0.0806	8.5304	1962	0.7367	0.3846	0.7367	0.8583
0.0806	8.5391	1964	0.7259	0.2785	0.7259	0.8520
0.0806	8.5478	1966	0.7237	0.3846	0.7237	0.8507
0.0806	8.5565	1968	0.7195	0.3846	0.7195	0.8482
0.0806	8.5652	1970	0.7159	0.3846	0.7159	0.8461
0.0806	8.5739	1972	0.7116	0.2785	0.7116	0.8436
0.0806	8.5826	1974	0.7113	0.2785	0.7113	0.8434
0.0806	8.5913	1976	0.7126	0.2785	0.7126	0.8441
0.0806	8.6	1978	0.7186	0.2785	0.7186	0.8477
0.0806	8.6087	1980	0.7223	0.2785	0.7223	0.8499
0.0806	8.6174	1982	0.7262	0.2785	0.7262	0.8522
0.0806	8.6261	1984	0.7325	0.2785	0.7325	0.8559
0.0806	8.6348	1986	0.7429	0.2785	0.7429	0.8619
0.0806	8.6435	1988	0.7490	0.3846	0.7490	0.8654
0.0806	8.6522	1990	0.7567	0.4578	0.7567	0.8699
0.0806	8.6609	1992	0.7619	0.4578	0.7619	0.8729
0.0806	8.6696	1994	0.7632	0.4578	0.7632	0.8736
0.0806	8.6783	1996	0.7615	0.4578	0.7615	0.8727
0.0806	8.6870	1998	0.7606	0.3846	0.7606	0.8721
0.0614	8.6957	2000	0.7513	0.3846	0.7513	0.8668
0.0614	8.7043	2002	0.7474	0.3846	0.7474	0.8645
0.0614	8.7130	2004	0.7432	0.3846	0.7432	0.8621
0.0614	8.7217	2006	0.7369	0.3846	0.7369	0.8584
0.0614	8.7304	2008	0.7298	0.2785	0.7298	0.8543
0.0614	8.7391	2010	0.7269	0.2785	0.7269	0.8526
0.0614	8.7478	2012	0.7248	0.2785	0.7248	0.8514
0.0614	8.7565	2014	0.7284	0.2785	0.7284	0.8535
0.0614	8.7652	2016	0.7311	0.2785	0.7311	0.8551
0.0614	8.7739	2018	0.7330	0.2785	0.7330	0.8561
0.0614	8.7826	2020	0.7318	0.2785	0.7318	0.8555
0.0614	8.7913	2022	0.7350	0.3846	0.7350	0.8573
0.0614	8.8	2024	0.7374	0.3846	0.7374	0.8587
0.0614	8.8087	2026	0.7392	0.3846	0.7392	0.8598
0.0614	8.8174	2028	0.7399	0.3846	0.7399	0.8601
0.0614	8.8261	2030	0.7408	0.3846	0.7408	0.8607
0.0614	8.8348	2032	0.7446	0.3846	0.7446	0.8629
0.0614	8.8435	2034	0.7512	0.3846	0.7512	0.8667
0.0614	8.8522	2036	0.7580	0.3846	0.7580	0.8706
0.0614	8.8609	2038	0.7608	0.3846	0.7608	0.8722
0.0614	8.8696	2040	0.7614	0.3846	0.7614	0.8726
0.0614	8.8783	2042	0.7595	0.3846	0.7595	0.8715
0.0614	8.8870	2044	0.7590	0.3846	0.7590	0.8712
0.0614	8.8957	2046	0.7566	0.3846	0.7566	0.8698
0.0614	8.9043	2048	0.7592	0.3846	0.7592	0.8713
0.0614	8.9130	2050	0.7640	0.3846	0.7640	0.8741
0.0614	8.9217	2052	0.7643	0.3846	0.7643	0.8743
0.0614	8.9304	2054	0.7654	0.3846	0.7654	0.8749
0.0614	8.9391	2056	0.7682	0.3846	0.7682	0.8765
0.0614	8.9478	2058	0.7709	0.3846	0.7709	0.8780
0.0614	8.9565	2060	0.7729	0.2785	0.7729	0.8792
0.0614	8.9652	2062	0.7778	0.3846	0.7778	0.8819
0.0614	8.9739	2064	0.7801	0.3846	0.7801	0.8832
0.0614	8.9826	2066	0.7781	0.3846	0.7781	0.8821
0.0614	8.9913	2068	0.7794	0.3846	0.7794	0.8828
0.0614	9.0	2070	0.7813	0.4578	0.7813	0.8839
0.0614	9.0087	2072	0.7777	0.4578	0.7777	0.8819
0.0614	9.0174	2074	0.7731	0.3846	0.7731	0.8793
0.0614	9.0261	2076	0.7637	0.3846	0.7637	0.8739
0.0614	9.0348	2078	0.7550	0.3846	0.7550	0.8689
0.0614	9.0435	2080	0.7485	0.3846	0.7485	0.8652
0.0614	9.0522	2082	0.7440	0.3846	0.7440	0.8625
0.0614	9.0609	2084	0.7414	0.3846	0.7414	0.8610
0.0614	9.0696	2086	0.7386	0.3846	0.7386	0.8594
0.0614	9.0783	2088	0.7388	0.3846	0.7388	0.8595
0.0614	9.0870	2090	0.7403	0.3846	0.7403	0.8604
0.0614	9.0957	2092	0.7355	0.3846	0.7355	0.8576
0.0614	9.1043	2094	0.7278	0.3846	0.7278	0.8531
0.0614	9.1130	2096	0.7239	0.2500	0.7239	0.8508
0.0614	9.1217	2098	0.7234	0.3846	0.7234	0.8505
0.0614	9.1304	2100	0.7244	0.3846	0.7244	0.8511
0.0614	9.1391	2102	0.7262	0.3846	0.7262	0.8522
0.0614	9.1478	2104	0.7297	0.3846	0.7297	0.8542
0.0614	9.1565	2106	0.7337	0.3846	0.7337	0.8565
0.0614	9.1652	2108	0.7425	0.3846	0.7425	0.8617
0.0614	9.1739	2110	0.7472	0.3846	0.7472	0.8644
0.0614	9.1826	2112	0.7520	0.3846	0.7520	0.8672
0.0614	9.1913	2114	0.7554	0.3846	0.7554	0.8692
0.0614	9.2	2116	0.7548	0.3846	0.7548	0.8688
0.0614	9.2087	2118	0.7514	0.3846	0.7514	0.8668
0.0614	9.2174	2120	0.7466	0.3846	0.7466	0.8641
0.0614	9.2261	2122	0.7417	0.3846	0.7417	0.8612
0.0614	9.2348	2124	0.7359	0.3846	0.7359	0.8578
0.0614	9.2435	2126	0.7310	0.3846	0.7310	0.8550
0.0614	9.2522	2128	0.7282	0.3846	0.7282	0.8534
0.0614	9.2609	2130	0.7248	0.3846	0.7248	0.8513
0.0614	9.2696	2132	0.7222	0.3846	0.7222	0.8498
0.0614	9.2783	2134	0.7184	0.3846	0.7184	0.8476
0.0614	9.2870	2136	0.7177	0.3846	0.7177	0.8472
0.0614	9.2957	2138	0.7203	0.3846	0.7203	0.8487
0.0614	9.3043	2140	0.7244	0.3846	0.7244	0.8511
0.0614	9.3130	2142	0.7304	0.3846	0.7304	0.8546
0.0614	9.3217	2144	0.7325	0.3846	0.7325	0.8559
0.0614	9.3304	2146	0.7351	0.3846	0.7351	0.8574
0.0614	9.3391	2148	0.7352	0.3846	0.7352	0.8575
0.0614	9.3478	2150	0.7340	0.3846	0.7340	0.8568
0.0614	9.3565	2152	0.7295	0.3846	0.7295	0.8541
0.0614	9.3652	2154	0.7246	0.3846	0.7246	0.8512
0.0614	9.3739	2156	0.7199	0.3846	0.7199	0.8485
0.0614	9.3826	2158	0.7161	0.3846	0.7161	0.8462
0.0614	9.3913	2160	0.7149	0.3846	0.7149	0.8455
0.0614	9.4	2162	0.7164	0.3846	0.7164	0.8464
0.0614	9.4087	2164	0.7182	0.3846	0.7182	0.8475
0.0614	9.4174	2166	0.7199	0.3846	0.7199	0.8485
0.0614	9.4261	2168	0.7223	0.3846	0.7223	0.8499
0.0614	9.4348	2170	0.7268	0.3846	0.7268	0.8525
0.0614	9.4435	2172	0.7305	0.3846	0.7305	0.8547
0.0614	9.4522	2174	0.7334	0.3846	0.7334	0.8564
0.0614	9.4609	2176	0.7353	0.3846	0.7353	0.8575
0.0614	9.4696	2178	0.7357	0.3846	0.7357	0.8577
0.0614	9.4783	2180	0.7362	0.3846	0.7362	0.8580
0.0614	9.4870	2182	0.7389	0.3846	0.7389	0.8596
0.0614	9.4957	2184	0.7428	0.3846	0.7428	0.8619
0.0614	9.5043	2186	0.7445	0.3846	0.7445	0.8629
0.0614	9.5130	2188	0.7446	0.3846	0.7446	0.8629
0.0614	9.5217	2190	0.7431	0.3846	0.7431	0.8620
0.0614	9.5304	2192	0.7416	0.3846	0.7416	0.8612
0.0614	9.5391	2194	0.7406	0.3846	0.7406	0.8606
0.0614	9.5478	2196	0.7387	0.3846	0.7387	0.8595
0.0614	9.5565	2198	0.7367	0.3846	0.7367	0.8583
0.0614	9.5652	2200	0.7359	0.3846	0.7359	0.8578
0.0614	9.5739	2202	0.7358	0.3846	0.7358	0.8578
0.0614	9.5826	2204	0.7351	0.3846	0.7351	0.8574
0.0614	9.5913	2206	0.7347	0.3846	0.7348	0.8572
0.0614	9.6	2208	0.7349	0.3846	0.7349	0.8573
0.0614	9.6087	2210	0.7352	0.3846	0.7352	0.8574
0.0614	9.6174	2212	0.7358	0.3846	0.7358	0.8578
0.0614	9.6261	2214	0.7373	0.3846	0.7373	0.8586
0.0614	9.6348	2216	0.7371	0.3846	0.7371	0.8586
0.0614	9.6435	2218	0.7362	0.3846	0.7362	0.8580
0.0614	9.6522	2220	0.7351	0.3846	0.7351	0.8574
0.0614	9.6609	2222	0.7355	0.3846	0.7355	0.8576
0.0614	9.6696	2224	0.7365	0.3846	0.7365	0.8582
0.0614	9.6783	2226	0.7369	0.3846	0.7369	0.8585
0.0614	9.6870	2228	0.7362	0.3846	0.7362	0.8580
0.0614	9.6957	2230	0.7346	0.3846	0.7346	0.8571
0.0614	9.7043	2232	0.7329	0.3846	0.7329	0.8561
0.0614	9.7130	2234	0.7304	0.3846	0.7304	0.8546
0.0614	9.7217	2236	0.7279	0.3846	0.7279	0.8531
0.0614	9.7304	2238	0.7268	0.3846	0.7268	0.8525
0.0614	9.7391	2240	0.7263	0.3846	0.7263	0.8522
0.0614	9.7478	2242	0.7250	0.3846	0.7250	0.8515
0.0614	9.7565	2244	0.7231	0.3846	0.7231	0.8503
0.0614	9.7652	2246	0.7221	0.3846	0.7221	0.8497
0.0614	9.7739	2248	0.7217	0.3846	0.7217	0.8496
0.0614	9.7826	2250	0.7221	0.3846	0.7221	0.8497
0.0614	9.7913	2252	0.7222	0.3846	0.7222	0.8499
0.0614	9.8	2254	0.7225	0.3846	0.7225	0.8500
0.0614	9.8087	2256	0.7228	0.3846	0.7228	0.8502
0.0614	9.8174	2258	0.7234	0.3846	0.7234	0.8505
0.0614	9.8261	2260	0.7236	0.3846	0.7236	0.8507
0.0614	9.8348	2262	0.7240	0.3846	0.7240	0.8509
0.0614	9.8435	2264	0.7252	0.3846	0.7252	0.8516
0.0614	9.8522	2266	0.7256	0.3846	0.7256	0.8518
0.0614	9.8609	2268	0.7264	0.3846	0.7264	0.8523
0.0614	9.8696	2270	0.7270	0.3846	0.7270	0.8526
0.0614	9.8783	2272	0.7273	0.3846	0.7273	0.8528
0.0614	9.8870	2274	0.7274	0.3846	0.7274	0.8529
0.0614	9.8957	2276	0.7274	0.3846	0.7274	0.8529
0.0614	9.9043	2278	0.7276	0.3846	0.7276	0.8530
0.0614	9.9130	2280	0.7279	0.3846	0.7279	0.8532
0.0614	9.9217	2282	0.7280	0.3846	0.7280	0.8532
0.0614	9.9304	2284	0.7282	0.3846	0.7282	0.8533
0.0614	9.9391	2286	0.7284	0.3846	0.7284	0.8535
0.0614	9.9478	2288	0.7284	0.3846	0.7284	0.8535
0.0614	9.9565	2290	0.7283	0.3846	0.7283	0.8534
0.0614	9.9652	2292	0.7282	0.3846	0.7282	0.8533
0.0614	9.9739	2294	0.7280	0.3846	0.7280	0.8532
0.0614	9.9826	2296	0.7280	0.3846	0.7280	0.8532
0.0614	9.9913	2298	0.7280	0.3846	0.7280	0.8532
0.0614	10.0	2300	0.7280	0.3846	0.7280	0.8532

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

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