Arabic_FineTuningAraBERT_AugV4_k40_task2_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k40_task2_organization_fold0

Arabic_FineTuningAraBERT_AugV4_k40_task2_organization_fold0 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

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: 19b5ba94

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k40_task2_organization_fold0

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: 0.5329
Qwk: 0.5477
Mse: 0.5329
Rmse: 0.7300

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	0.0046	2	3.2758	0.0	3.2758	1.8099
No log	0.0092	4	2.2390	0.0172	2.2390	1.4963
No log	0.0138	6	1.0232	0.0	1.0232	1.0115
No log	0.0183	8	0.6949	0.3438	0.6949	0.8336
No log	0.0229	10	0.6589	0.0735	0.6589	0.8117
No log	0.0275	12	0.8843	-0.0418	0.8843	0.9404
No log	0.0321	14	1.2729	0.2015	1.2729	1.1282
No log	0.0367	16	1.0347	0.0679	1.0347	1.0172
No log	0.0413	18	0.9672	-0.0903	0.9672	0.9835
No log	0.0459	20	0.8947	-0.1324	0.8947	0.9459
No log	0.0505	22	1.1366	-0.0627	1.1366	1.0661
No log	0.0550	24	1.2714	0.0123	1.2714	1.1275
No log	0.0596	26	1.0587	0.0	1.0587	1.0290
No log	0.0642	28	0.8104	0.0	0.8104	0.9002
No log	0.0688	30	0.7643	0.0	0.7643	0.8743
No log	0.0734	32	0.7900	0.0	0.7900	0.8888
No log	0.0780	34	0.9149	0.0	0.9149	0.9565
No log	0.0826	36	0.9896	0.0	0.9896	0.9948
No log	0.0872	38	0.9596	0.0	0.9596	0.9796
No log	0.0917	40	0.9275	0.0	0.9275	0.9630
No log	0.0963	42	0.9138	0.0	0.9138	0.9559
No log	0.1009	44	0.9253	0.0	0.9253	0.9619
No log	0.1055	46	1.0319	0.0	1.0319	1.0158
No log	0.1101	48	1.0375	0.0	1.0375	1.0186
No log	0.1147	50	1.1704	0.1637	1.1704	1.0818
No log	0.1193	52	1.1855	0.1637	1.1855	1.0888
No log	0.1239	54	1.2663	0.1421	1.2663	1.1253
No log	0.1284	56	1.1221	0.2699	1.1221	1.0593
No log	0.1330	58	0.9143	0.1637	0.9143	0.9562
No log	0.1376	60	0.7149	0.0679	0.7149	0.8455
No log	0.1422	62	0.7231	0.1637	0.7231	0.8504
No log	0.1468	64	0.8815	0.1637	0.8815	0.9389
No log	0.1514	66	1.2178	0.3000	1.2178	1.1035
No log	0.1560	68	1.4711	0.1094	1.4711	1.2129
No log	0.1606	70	1.5316	0.0322	1.5316	1.2376
No log	0.1651	72	1.3596	0.1758	1.3596	1.1660
No log	0.1697	74	1.1058	0.2814	1.1058	1.0516
No log	0.1743	76	0.7921	0.1637	0.7921	0.8900
No log	0.1789	78	0.6670	0.1398	0.6670	0.8167
No log	0.1835	80	0.6639	0.1398	0.6639	0.8148
No log	0.1881	82	0.7308	0.1398	0.7308	0.8549
No log	0.1927	84	0.8071	0.1637	0.8071	0.8984
No log	0.1972	86	0.8644	0.1637	0.8644	0.9297
No log	0.2018	88	0.8184	0.1637	0.8184	0.9047
No log	0.2064	90	0.6837	0.0679	0.6837	0.8269
No log	0.2110	92	0.6234	0.1558	0.6234	0.7896
No log	0.2156	94	0.6202	0.1558	0.6202	0.7875
No log	0.2202	96	0.6654	0.2000	0.6654	0.8157
No log	0.2248	98	0.8436	0.2699	0.8436	0.9185
No log	0.2294	100	0.8955	0.2566	0.8955	0.9463
No log	0.2339	102	0.9142	0.1398	0.9142	0.9561
No log	0.2385	104	1.0688	0.2814	1.0688	1.0338
No log	0.2431	106	1.0538	0.2814	1.0538	1.0266
No log	0.2477	108	0.9685	0.2814	0.9685	0.9841
No log	0.2523	110	0.7067	0.1637	0.7067	0.8406
No log	0.2569	112	0.5989	0.2727	0.5989	0.7739
No log	0.2615	114	0.5705	0.2881	0.5705	0.7553
No log	0.2661	116	0.6267	0.3687	0.6267	0.7916
No log	0.2706	118	0.8842	0.4099	0.8842	0.9403
No log	0.2752	120	1.2180	0.1276	1.2180	1.1036
No log	0.2798	122	1.1863	0.2804	1.1863	1.0892
No log	0.2844	124	0.8639	0.3803	0.8639	0.9294
No log	0.2890	126	0.6618	0.3383	0.6618	0.8135
No log	0.2936	128	0.6285	0.5243	0.6285	0.7928
No log	0.2982	130	0.6659	0.3521	0.6659	0.8160
No log	0.3028	132	0.8777	0.4099	0.8777	0.9369
No log	0.3073	134	1.1781	0.4112	1.1781	1.0854
No log	0.3119	136	1.1441	0.4124	1.1441	1.0696
No log	0.3165	138	0.8740	0.3345	0.8740	0.9349
No log	0.3211	140	0.7478	0.3345	0.7478	0.8648
No log	0.3257	142	0.6527	0.3345	0.6527	0.8079
No log	0.3303	144	0.5810	0.3333	0.5810	0.7622
No log	0.3349	146	0.5348	0.3333	0.5348	0.7313
No log	0.3394	148	0.5672	0.0916	0.5672	0.7531
No log	0.3440	150	0.7213	0.1456	0.7213	0.8493
No log	0.3486	152	0.7630	0.1818	0.7630	0.8735
No log	0.3532	154	0.7943	0.3833	0.7943	0.8912
No log	0.3578	156	0.8119	0.3345	0.8119	0.9010
No log	0.3624	158	0.7214	0.3277	0.7214	0.8493
No log	0.3670	160	0.7825	0.3277	0.7825	0.8846
No log	0.3716	162	0.7999	0.3198	0.7999	0.8944
No log	0.3761	164	0.7936	0.3198	0.7936	0.8908
No log	0.3807	166	0.7380	0.3198	0.7380	0.8591
No log	0.3853	168	0.8250	0.4085	0.8250	0.9083
No log	0.3899	170	0.8388	0.3405	0.8388	0.9159
No log	0.3945	172	1.0118	0.3505	1.0118	1.0059
No log	0.3991	174	0.9783	0.3505	0.9783	0.9891
No log	0.4037	176	0.7087	0.3558	0.7087	0.8418
No log	0.4083	178	0.5613	0.2888	0.5613	0.7492
No log	0.4128	180	0.5671	0.4693	0.5671	0.7531
No log	0.4174	182	0.5913	0.4693	0.5913	0.7690
No log	0.4220	184	0.5970	0.3251	0.5970	0.7726
No log	0.4266	186	1.0027	0.3883	1.0027	1.0013
No log	0.4312	188	1.5487	0.2112	1.5487	1.2445
No log	0.4358	190	1.6212	0.1857	1.6212	1.2733
No log	0.4404	192	1.2225	0.3547	1.2225	1.1057
No log	0.4450	194	0.7923	0.3599	0.7923	0.8901
No log	0.4495	196	0.6572	0.3125	0.6572	0.8107
No log	0.4541	198	0.7567	0.3125	0.7567	0.8699
No log	0.4587	200	1.0281	0.4215	1.0281	1.0139
No log	0.4633	202	1.0850	0.2243	1.0850	1.0416
No log	0.4679	204	1.1293	0.2340	1.1293	1.0627
No log	0.4725	206	1.0625	0.2374	1.0625	1.0308
No log	0.4771	208	1.0140	0.4209	1.0140	1.0070
No log	0.4817	210	1.1177	0.3547	1.1177	1.0572
No log	0.4862	212	1.1519	0.2025	1.1519	1.0733
No log	0.4908	214	1.2230	0.2025	1.2230	1.1059
No log	0.4954	216	1.4663	0.1376	1.4663	1.2109
No log	0.5	218	1.5671	0.1376	1.5671	1.2519
No log	0.5046	220	1.4679	0.1620	1.4679	1.2116
No log	0.5092	222	1.2754	0.1494	1.2754	1.1293
No log	0.5138	224	0.9729	0.3505	0.9729	0.9864
No log	0.5183	226	0.9297	0.3505	0.9297	0.9642
No log	0.5229	228	0.7950	0.3505	0.7950	0.8916
No log	0.5275	230	0.6324	0.5333	0.6324	0.7953
No log	0.5321	232	0.6061	0.5039	0.6061	0.7785
No log	0.5367	234	0.6824	0.4	0.6824	0.8261
No log	0.5413	236	0.8905	0.4209	0.8905	0.9437
No log	0.5459	238	1.1318	0.2718	1.1318	1.0639
No log	0.5505	240	1.1171	0.2718	1.1171	1.0569
No log	0.5550	242	0.8526	0.3780	0.8526	0.9234
No log	0.5596	244	0.6340	0.5191	0.6340	0.7962
No log	0.5642	246	0.6084	0.6410	0.6084	0.7800
No log	0.5688	248	0.6737	0.5737	0.6737	0.8208
No log	0.5734	250	0.8319	0.4631	0.8319	0.9121
No log	0.5780	252	0.8319	0.4631	0.8319	0.9121
No log	0.5826	254	0.7382	0.5359	0.7382	0.8592
No log	0.5872	256	0.6846	0.5619	0.6846	0.8274
No log	0.5917	258	0.6824	0.4631	0.6824	0.8261
No log	0.5963	260	0.7707	0.3948	0.7707	0.8779
No log	0.6009	262	1.0505	0.3860	1.0505	1.0249
No log	0.6055	264	1.1071	0.3547	1.1071	1.0522
No log	0.6101	266	0.8797	0.3833	0.8797	0.9379
No log	0.6147	268	0.6217	0.3811	0.6217	0.7885
No log	0.6193	270	0.5250	0.2470	0.5250	0.7246
No log	0.6239	272	0.5244	0.5792	0.5244	0.7242
No log	0.6284	274	0.6279	0.3383	0.6279	0.7924
No log	0.6330	276	0.7131	0.3388	0.7131	0.8445
No log	0.6376	278	0.6123	0.5169	0.6123	0.7825
No log	0.6422	280	0.6195	0.6048	0.6195	0.7871
No log	0.6468	282	0.6909	0.4527	0.6909	0.8312
No log	0.6514	284	0.8182	0.4062	0.8182	0.9045
No log	0.6560	286	0.7623	0.4034	0.7623	0.8731
No log	0.6606	288	0.5759	0.5832	0.5759	0.7589
No log	0.6651	290	0.5189	0.5832	0.5189	0.7204
No log	0.6697	292	0.5966	0.5689	0.5966	0.7724
No log	0.6743	294	0.8609	0.3948	0.8609	0.9279
No log	0.6789	296	0.9981	0.3393	0.9981	0.9991
No log	0.6835	298	1.0318	0.3152	1.0318	1.0158
No log	0.6881	300	1.0117	0.3152	1.0117	1.0059
No log	0.6927	302	0.8358	0.3780	0.8358	0.9142
No log	0.6972	304	0.7486	0.4779	0.7486	0.8652
No log	0.7018	306	0.7520	0.4779	0.7520	0.8672
No log	0.7064	308	0.8967	0.3691	0.8967	0.9470
No log	0.7110	310	1.1676	0.4000	1.1676	1.0806
No log	0.7156	312	1.2078	0.3301	1.2078	1.0990
No log	0.7202	314	1.0316	0.3860	1.0316	1.0157
No log	0.7248	316	0.7791	0.3656	0.7791	0.8827
No log	0.7294	318	0.6894	0.3521	0.6894	0.8303
No log	0.7339	320	0.7036	0.3521	0.7036	0.8388
No log	0.7385	322	0.8471	0.3458	0.8471	0.9204
No log	0.7431	324	1.0769	0.3505	1.0769	1.0377
No log	0.7477	326	1.1249	0.3505	1.1249	1.0606
No log	0.7523	328	1.0047	0.3505	1.0047	1.0023
No log	0.7569	330	0.8763	0.3405	0.8763	0.9361
No log	0.7615	332	0.7442	0.3616	0.7442	0.8626
No log	0.7661	334	0.7238	0.4	0.7238	0.8508
No log	0.7706	336	0.8610	0.3927	0.8610	0.9279
No log	0.7752	338	1.1278	0.3905	1.1278	1.0620
No log	0.7798	340	1.2646	0.3905	1.2646	1.1245
No log	0.7844	342	1.1319	0.3984	1.1319	1.0639
No log	0.7890	344	0.8789	0.4062	0.8789	0.9375
No log	0.7936	346	0.7307	0.4527	0.7307	0.8548
No log	0.7982	348	0.6592	0.4538	0.6592	0.8119
No log	0.8028	350	0.6580	0.4538	0.6580	0.8112
No log	0.8073	352	0.7573	0.375	0.7573	0.8702
No log	0.8119	354	1.0013	0.4220	1.0013	1.0007
No log	0.8165	356	1.0286	0.3860	1.0286	1.0142
No log	0.8211	358	0.9585	0.3860	0.9585	0.9790
No log	0.8257	360	0.8109	0.4195	0.8109	0.9005
No log	0.8303	362	0.7681	0.4195	0.7681	0.8764
No log	0.8349	364	0.8834	0.4195	0.8834	0.9399
No log	0.8394	366	1.1677	0.3028	1.1677	1.0806
No log	0.8440	368	1.2251	0.3438	1.2251	1.1068
No log	0.8486	370	0.9913	0.4215	0.9913	0.9957
No log	0.8532	372	0.7623	0.3333	0.7623	0.8731
No log	0.8578	374	0.6962	0.3842	0.6962	0.8344
No log	0.8624	376	0.7375	0.3842	0.7375	0.8588
No log	0.8670	378	0.7392	0.3842	0.7392	0.8597
No log	0.8716	380	0.8035	0.3866	0.8035	0.8964
No log	0.8761	382	0.8177	0.3529	0.8177	0.9042
No log	0.8807	384	0.8057	0.4049	0.8057	0.8976
No log	0.8853	386	0.6564	0.4018	0.6564	0.8102
No log	0.8899	388	0.6065	0.5	0.6065	0.7788
No log	0.8945	390	0.6821	0.5205	0.6821	0.8259
No log	0.8991	392	0.7301	0.4209	0.7301	0.8545
No log	0.9037	394	0.7057	0.4553	0.7057	0.8400
No log	0.9083	396	0.7472	0.4838	0.7472	0.8644
No log	0.9128	398	0.7083	0.4968	0.7083	0.8416
No log	0.9174	400	0.6084	0.4727	0.6084	0.7800
No log	0.9220	402	0.5001	0.5832	0.5001	0.7072
No log	0.9266	404	0.4952	0.6602	0.4952	0.7037
No log	0.9312	406	0.5906	0.5073	0.5906	0.7685
No log	0.9358	408	0.8924	0.4522	0.8924	0.9447
No log	0.9404	410	1.2172	0.4505	1.2172	1.1033
No log	0.9450	412	1.3113	0.3581	1.3113	1.1451
No log	0.9495	414	1.1394	0.4225	1.1394	1.0674
No log	0.9541	416	0.9356	0.4215	0.9356	0.9673
No log	0.9587	418	0.6609	0.375	0.6609	0.8130
No log	0.9633	420	0.5181	0.5546	0.5181	0.7198
No log	0.9679	422	0.5118	0.5546	0.5118	0.7154
No log	0.9725	424	0.6132	0.3717	0.6132	0.7831
No log	0.9771	426	0.7732	0.3927	0.7732	0.8793
No log	0.9817	428	0.8799	0.3948	0.8799	0.9380
No log	0.9862	430	0.9645	0.3948	0.9645	0.9821
No log	0.9908	432	0.9379	0.3948	0.9379	0.9685
No log	0.9954	434	0.8421	0.3927	0.8421	0.9176
No log	1.0	436	0.7951	0.475	0.7951	0.8917
No log	1.0046	438	0.7987	0.475	0.7987	0.8937
No log	1.0092	440	0.8671	0.4372	0.8671	0.9312
No log	1.0138	442	0.9421	0.4049	0.9421	0.9706
No log	1.0183	444	0.9499	0.4062	0.9499	0.9746
No log	1.0229	446	1.0181	0.4215	1.0181	1.0090
No log	1.0275	448	0.9183	0.4215	0.9183	0.9583
No log	1.0321	450	0.7666	0.3927	0.7666	0.8755
No log	1.0367	452	0.6463	0.4688	0.6463	0.8039
No log	1.0413	454	0.6398	0.4286	0.6398	0.7999
No log	1.0459	456	0.7056	0.4195	0.7056	0.8400
No log	1.0505	458	0.7531	0.4209	0.7531	0.8678
No log	1.0550	460	0.7915	0.4209	0.7915	0.8896
No log	1.0596	462	0.7286	0.4202	0.7286	0.8536
No log	1.0642	464	0.6243	0.3388	0.6243	0.7901
No log	1.0688	466	0.5077	0.4080	0.5077	0.7125
No log	1.0734	468	0.4681	0.6232	0.4681	0.6842
No log	1.0780	470	0.4534	0.6602	0.4534	0.6733
No log	1.0826	472	0.4930	0.6526	0.4930	0.7021
No log	1.0872	474	0.5953	0.5737	0.5953	0.7715
No log	1.0917	476	0.6538	0.5737	0.6538	0.8086
No log	1.0963	478	0.6810	0.4850	0.6810	0.8252
No log	1.1009	480	0.6918	0.4850	0.6918	0.8318
No log	1.1055	482	0.6533	0.4850	0.6533	0.8083
No log	1.1101	484	0.5784	0.5737	0.5784	0.7605
No log	1.1147	486	0.5013	0.6526	0.5013	0.7080
No log	1.1193	488	0.4964	0.6526	0.4964	0.7046
No log	1.1239	490	0.5259	0.6526	0.5259	0.7252
No log	1.1284	492	0.6356	0.5995	0.6356	0.7972
No log	1.1330	494	0.9073	0.4062	0.9073	0.9525
No log	1.1376	496	0.9793	0.4215	0.9793	0.9896
No log	1.1422	498	0.8335	0.4209	0.8335	0.9129
0.522	1.1468	500	0.6638	0.3388	0.6638	0.8147
0.522	1.1514	502	0.5657	0.4378	0.5657	0.7521
0.522	1.1560	504	0.5676	0.3616	0.5676	0.7534
0.522	1.1606	506	0.6392	0.3903	0.6392	0.7995
0.522	1.1651	508	0.7113	0.4202	0.7113	0.8434
0.522	1.1697	510	0.7799	0.4202	0.7799	0.8831
0.522	1.1743	512	0.9150	0.4295	0.9150	0.9566
0.522	1.1789	514	0.8313	0.4049	0.8313	0.9118
0.522	1.1835	516	0.6466	0.4538	0.6466	0.8041
0.522	1.1881	518	0.5811	0.6461	0.5811	0.7623
0.522	1.1927	520	0.5747	0.6461	0.5747	0.7581
0.522	1.1972	522	0.5600	0.6526	0.5600	0.7484
0.522	1.2018	524	0.6544	0.3866	0.6544	0.8090
0.522	1.2064	526	0.7803	0.4293	0.7803	0.8834
0.522	1.2110	528	0.8174	0.4293	0.8174	0.9041
0.522	1.2156	530	0.7856	0.3948	0.7856	0.8863
0.522	1.2202	532	0.7740	0.3833	0.7740	0.8798
0.522	1.2248	534	0.7284	0.3803	0.7284	0.8534
0.522	1.2294	536	0.5974	0.4503	0.5974	0.7729
0.522	1.2339	538	0.4965	0.4954	0.4965	0.7046
0.522	1.2385	540	0.4984	0.5317	0.4984	0.7059
0.522	1.2431	542	0.5925	0.4195	0.5925	0.7697
0.522	1.2477	544	0.7146	0.3833	0.7146	0.8454
0.522	1.2523	546	0.7995	0.3833	0.7995	0.8942
0.522	1.2569	548	0.8993	0.3860	0.8993	0.9483
0.522	1.2615	550	0.8711	0.4202	0.8711	0.9333
0.522	1.2661	552	0.7384	0.4034	0.7384	0.8593
0.522	1.2706	554	0.7332	0.4018	0.7332	0.8563
0.522	1.2752	556	0.7367	0.4290	0.7367	0.8583
0.522	1.2798	558	0.7686	0.4195	0.7686	0.8767
0.522	1.2844	560	0.8055	0.3803	0.8055	0.8975
0.522	1.2890	562	0.7777	0.4195	0.7777	0.8819
0.522	1.2936	564	0.6933	0.4290	0.6933	0.8326
0.522	1.2982	566	0.6707	0.375	0.6707	0.8190
0.522	1.3028	568	0.6818	0.375	0.6818	0.8257
0.522	1.3073	570	0.8000	0.4290	0.8000	0.8944
0.522	1.3119	572	0.8889	0.3948	0.8889	0.9428
0.522	1.3165	574	0.9460	0.3860	0.9460	0.9726
0.522	1.3211	576	0.9713	0.3860	0.9713	0.9855
0.522	1.3257	578	0.8521	0.3780	0.8521	0.9231
0.522	1.3303	580	0.6657	0.4803	0.6657	0.8159
0.522	1.3349	582	0.5997	0.4803	0.5997	0.7744
0.522	1.3394	584	0.6175	0.4779	0.6175	0.7858
0.522	1.3440	586	0.5990	0.5	0.5990	0.7740
0.522	1.3486	588	0.6270	0.4290	0.6270	0.7918
0.522	1.3532	590	0.7266	0.4202	0.7266	0.8524
0.522	1.3578	592	0.7297	0.4202	0.7297	0.8542
0.522	1.3624	594	0.6124	0.3903	0.6124	0.7825
0.522	1.3670	596	0.5104	0.5039	0.5104	0.7144
0.522	1.3716	598	0.4459	0.5546	0.4459	0.6677
0.522	1.3761	600	0.4285	0.6354	0.4285	0.6546
0.522	1.3807	602	0.4667	0.5084	0.4667	0.6831
0.522	1.3853	604	0.5529	0.4667	0.5529	0.7436
0.522	1.3899	606	0.6650	0.496	0.6650	0.8155
0.522	1.3945	608	0.7042	0.4924	0.7042	0.8392
0.522	1.3991	610	0.7415	0.4202	0.7415	0.8611
0.522	1.4037	612	0.7128	0.3803	0.7128	0.8443
0.522	1.4083	614	0.7118	0.3803	0.7118	0.8437
0.522	1.4128	616	0.6134	0.4375	0.6134	0.7832
0.522	1.4174	618	0.5148	0.5191	0.5148	0.7175
0.522	1.4220	620	0.4967	0.5243	0.4967	0.7047
0.522	1.4266	622	0.5297	0.5145	0.5297	0.7278
0.522	1.4312	624	0.6593	0.475	0.6593	0.8120
0.522	1.4358	626	0.7535	0.3927	0.7535	0.8681
0.522	1.4404	628	0.7166	0.4727	0.7166	0.8466
0.522	1.4450	630	0.6009	0.4727	0.6009	0.7752
0.522	1.4495	632	0.5262	0.6123	0.5262	0.7254
0.522	1.4541	634	0.5145	0.5406	0.5145	0.7173
0.522	1.4587	636	0.5207	0.4378	0.5207	0.7216
0.522	1.4633	638	0.5316	0.3616	0.5316	0.7291
0.522	1.4679	640	0.6237	0.4195	0.6237	0.7897
0.522	1.4725	642	0.6773	0.4202	0.6773	0.8230
0.522	1.4771	644	0.6332	0.3903	0.6332	0.7957
0.522	1.4817	646	0.6168	0.4018	0.6168	0.7854
0.522	1.4862	648	0.5485	0.4727	0.5485	0.7406
0.522	1.4908	650	0.5061	0.6818	0.5061	0.7114
0.522	1.4954	652	0.5005	0.6818	0.5005	0.7075
0.522	1.5	654	0.5238	0.5832	0.5238	0.7237
0.522	1.5046	656	0.6342	0.4195	0.6342	0.7964
0.522	1.5092	658	0.7109	0.4209	0.7109	0.8431
0.522	1.5138	660	0.7107	0.3860	0.7107	0.8430
0.522	1.5183	662	0.5932	0.3616	0.5932	0.7702
0.522	1.5229	664	0.5655	0.375	0.5655	0.7520
0.522	1.5275	666	0.6217	0.3927	0.6217	0.7885
0.522	1.5321	668	0.6616	0.3948	0.6616	0.8134
0.522	1.5367	670	0.5990	0.4106	0.5990	0.7740
0.522	1.5413	672	0.5978	0.4106	0.5978	0.7732
0.522	1.5459	674	0.5715	0.4106	0.5715	0.7560
0.522	1.5505	676	0.5335	0.4106	0.5335	0.7304
0.522	1.5550	678	0.5674	0.4106	0.5674	0.7533
0.522	1.5596	680	0.6438	0.4209	0.6438	0.8023
0.522	1.5642	682	0.7283	0.4209	0.7283	0.8534
0.522	1.5688	684	0.7010	0.4209	0.7010	0.8373
0.522	1.5734	686	0.6138	0.4049	0.6138	0.7834
0.522	1.5780	688	0.5743	0.4106	0.5743	0.7578
0.522	1.5826	690	0.5886	0.3780	0.5886	0.7672
0.522	1.5872	692	0.6871	0.4049	0.6871	0.8289
0.522	1.5917	694	0.8434	0.4295	0.8434	0.9184
0.522	1.5963	696	0.9759	0.4295	0.9759	0.9879
0.522	1.6009	698	1.0292	0.4215	1.0292	1.0145
0.522	1.6055	700	0.9694	0.4295	0.9694	0.9846
0.522	1.6101	702	0.8206	0.4293	0.8206	0.9059
0.522	1.6147	704	0.6104	0.375	0.6104	0.7813
0.522	1.6193	706	0.5077	0.6966	0.5077	0.7125
0.522	1.6239	708	0.4912	0.7014	0.4912	0.7008
0.522	1.6284	710	0.4988	0.6083	0.4988	0.7063
0.522	1.6330	712	0.6020	0.4965	0.6020	0.7759
0.522	1.6376	714	0.8161	0.3967	0.8161	0.9034
0.522	1.6422	716	0.8908	0.3883	0.8908	0.9438
0.522	1.6468	718	0.8785	0.3984	0.8785	0.9373
0.522	1.6514	720	0.8024	0.3967	0.8024	0.8958
0.522	1.6560	722	0.7142	0.4293	0.7142	0.8451
0.522	1.6606	724	0.6964	0.3807	0.6964	0.8345
0.522	1.6651	726	0.6344	0.3486	0.6344	0.7965
0.522	1.6697	728	0.6108	0.3486	0.6108	0.7815
0.522	1.6743	730	0.6536	0.4034	0.6536	0.8085
0.522	1.6789	732	0.7375	0.3948	0.7375	0.8588
0.522	1.6835	734	0.8584	0.3860	0.8584	0.9265
0.522	1.6881	736	0.8271	0.3860	0.8271	0.9094
0.522	1.6927	738	0.7312	0.4049	0.7312	0.8551
0.522	1.6972	740	0.7206	0.4049	0.7206	0.8489
0.522	1.7018	742	0.7237	0.3807	0.7237	0.8507
0.522	1.7064	744	0.7009	0.3807	0.7009	0.8372
0.522	1.7110	746	0.6279	0.3486	0.6279	0.7924
0.522	1.7156	748	0.5895	0.4457	0.5895	0.7678
0.522	1.7202	750	0.6174	0.3486	0.6174	0.7858
0.522	1.7248	752	0.6672	0.3569	0.6672	0.8168
0.522	1.7294	754	0.7132	0.3807	0.7132	0.8445
0.522	1.7339	756	0.6902	0.3569	0.6902	0.8308
0.522	1.7385	758	0.6264	0.3486	0.6264	0.7914
0.522	1.7431	760	0.6298	0.4457	0.6298	0.7936
0.522	1.7477	762	0.6908	0.3529	0.6908	0.8312
0.522	1.7523	764	0.7095	0.3529	0.7095	0.8423
0.522	1.7569	766	0.6889	0.3486	0.6889	0.8300
0.522	1.7615	768	0.6954	0.3486	0.6954	0.8339
0.522	1.7661	770	0.7142	0.375	0.7142	0.8451
0.522	1.7706	772	0.7240	0.375	0.7240	0.8509
0.522	1.7752	774	0.8451	0.4292	0.8451	0.9193
0.522	1.7798	776	0.9527	0.3883	0.9527	0.9761
0.522	1.7844	778	0.9520	0.3883	0.9520	0.9757
0.522	1.7890	780	0.7943	0.3803	0.7943	0.8912
0.522	1.7936	782	0.6324	0.4597	0.6324	0.7952
0.522	1.7982	784	0.5579	0.4283	0.5579	0.7470
0.522	1.8028	786	0.5725	0.4283	0.5725	0.7566
0.522	1.8073	788	0.6544	0.4503	0.6544	0.8090
0.522	1.8119	790	0.8031	0.3405	0.8031	0.8961
0.522	1.8165	792	0.9523	0.3505	0.9523	0.9758
0.522	1.8211	794	1.0460	0.3547	1.0460	1.0227
0.522	1.8257	796	0.9440	0.3883	0.9440	0.9716
0.522	1.8303	798	0.7501	0.3656	0.7501	0.8661
0.522	1.8349	800	0.5919	0.3717	0.5919	0.7693
0.522	1.8394	802	0.5333	0.5767	0.5333	0.7303
0.522	1.8440	804	0.5237	0.5751	0.5237	0.7237
0.522	1.8486	806	0.5675	0.5751	0.5675	0.7533
0.522	1.8532	808	0.7049	0.4118	0.7049	0.8396
0.522	1.8578	810	0.8200	0.3656	0.8200	0.9056
0.522	1.8624	812	0.8668	0.3948	0.8668	0.9310
0.522	1.8670	814	0.8071	0.3927	0.8071	0.8984
0.522	1.8716	816	0.7439	0.3927	0.7439	0.8625
0.522	1.8761	818	0.6573	0.3927	0.6573	0.8108
0.522	1.8807	820	0.5896	0.3616	0.5896	0.7679
0.522	1.8853	822	0.5325	0.4727	0.5325	0.7297
0.522	1.8899	824	0.5309	0.4727	0.5309	0.7286
0.522	1.8945	826	0.5818	0.375	0.5818	0.7628
0.522	1.8991	828	0.6318	0.4018	0.6318	0.7949
0.522	1.9037	830	0.6330	0.375	0.6330	0.7956
0.522	1.9083	832	0.5940	0.4727	0.5940	0.7707
0.522	1.9128	834	0.6092	0.4727	0.6092	0.7805
0.522	1.9174	836	0.5938	0.5073	0.5938	0.7706
0.522	1.9220	838	0.5648	0.5751	0.5648	0.7516
0.522	1.9266	840	0.5778	0.4803	0.5778	0.7601
0.522	1.9312	842	0.6711	0.375	0.6711	0.8192
0.522	1.9358	844	0.6943	0.3780	0.6943	0.8333
0.522	1.9404	846	0.7528	0.3927	0.7528	0.8676
0.522	1.9450	848	0.8663	0.4215	0.8663	0.9308
0.522	1.9495	850	0.8237	0.4209	0.8237	0.9076
0.522	1.9541	852	0.6963	0.3780	0.6963	0.8344
0.522	1.9587	854	0.5933	0.4803	0.5933	0.7702
0.522	1.9633	856	0.5960	0.4803	0.5960	0.7720
0.522	1.9679	858	0.6311	0.4803	0.6311	0.7944
0.522	1.9725	860	0.7292	0.3807	0.7292	0.8540
0.522	1.9771	862	0.7648	0.3691	0.7648	0.8745
0.522	1.9817	864	0.7087	0.4631	0.7087	0.8419
0.522	1.9862	866	0.6225	0.5406	0.6225	0.7890
0.522	1.9908	868	0.6020	0.5406	0.6020	0.7759
0.522	1.9954	870	0.6232	0.5347	0.6232	0.7894
0.522	2.0	872	0.5960	0.5347	0.5960	0.7720
0.522	2.0046	874	0.5661	0.5477	0.5661	0.7524
0.522	2.0092	876	0.5831	0.5035	0.5831	0.7636
0.522	2.0138	878	0.6360	0.5294	0.6360	0.7975
0.522	2.0183	880	0.6984	0.3599	0.6984	0.8357
0.522	2.0229	882	0.6394	0.3599	0.6394	0.7996
0.522	2.0275	884	0.5564	0.5347	0.5564	0.7459
0.522	2.0321	886	0.5115	0.5073	0.5115	0.7152
0.522	2.0367	888	0.5395	0.5073	0.5395	0.7345
0.522	2.0413	890	0.6008	0.4631	0.6008	0.7751
0.522	2.0459	892	0.6380	0.4893	0.6380	0.7987
0.522	2.0505	894	0.5743	0.5882	0.5743	0.7578
0.522	2.0550	896	0.5392	0.5619	0.5392	0.7343
0.522	2.0596	898	0.5309	0.5751	0.5309	0.7287
0.522	2.0642	900	0.5026	0.5812	0.5026	0.7090
0.522	2.0688	902	0.5093	0.5812	0.5093	0.7136
0.522	2.0734	904	0.5587	0.4803	0.5587	0.7475
0.522	2.0780	906	0.6079	0.4727	0.6079	0.7797
0.522	2.0826	908	0.6886	0.4018	0.6886	0.8298
0.522	2.0872	910	0.7206	0.3656	0.7206	0.8489
0.522	2.0917	912	0.7071	0.4018	0.7071	0.8409
0.522	2.0963	914	0.7565	0.3656	0.7565	0.8698
0.522	2.1009	916	0.7864	0.3656	0.7864	0.8868
0.522	2.1055	918	0.7381	0.3780	0.7381	0.8591
0.522	2.1101	920	0.6422	0.5035	0.6422	0.8014
0.522	2.1147	922	0.5642	0.5812	0.5642	0.7512
0.522	2.1193	924	0.5611	0.5812	0.5611	0.7491
0.522	2.1239	926	0.5882	0.5812	0.5882	0.7670
0.522	2.1284	928	0.6651	0.4779	0.6651	0.8155
0.522	2.1330	930	0.7704	0.3866	0.7704	0.8777
0.522	2.1376	932	0.7823	0.3866	0.7823	0.8845
0.522	2.1422	934	0.7927	0.3529	0.7927	0.8903
0.522	2.1468	936	0.7515	0.3388	0.7515	0.8669
0.522	2.1514	938	0.7766	0.3656	0.7766	0.8813
0.522	2.1560	940	0.7643	0.3656	0.7643	0.8743
0.522	2.1606	942	0.7502	0.3691	0.7502	0.8662
0.522	2.1651	944	0.7228	0.3948	0.7228	0.8502
0.522	2.1697	946	0.7247	0.3948	0.7247	0.8513
0.522	2.1743	948	0.7011	0.3948	0.7011	0.8373
0.522	2.1789	950	0.7003	0.3948	0.7003	0.8368
0.522	2.1835	952	0.6837	0.4209	0.6837	0.8269
0.522	2.1881	954	0.6145	0.4553	0.6145	0.7839
0.522	2.1927	956	0.5173	0.5073	0.5173	0.7192
0.522	2.1972	958	0.4784	0.5545	0.4784	0.6917
0.522	2.2018	960	0.4744	0.6866	0.4744	0.6887
0.522	2.2064	962	0.4940	0.5145	0.4940	0.7029
0.522	2.2110	964	0.5681	0.5035	0.5681	0.7537
0.522	2.2156	966	0.6674	0.4292	0.6674	0.8169
0.522	2.2202	968	0.7031	0.4292	0.7031	0.8385
0.522	2.2248	970	0.6632	0.4034	0.6632	0.8144
0.522	2.2294	972	0.5822	0.3866	0.5822	0.7630
0.522	2.2339	974	0.5548	0.5415	0.5548	0.7449
0.522	2.2385	976	0.5317	0.6410	0.5317	0.7292
0.522	2.2431	978	0.5380	0.5737	0.5380	0.7335
0.522	2.2477	980	0.5570	0.5422	0.5570	0.7463
0.522	2.2523	982	0.5516	0.5679	0.5516	0.7427
0.522	2.2569	984	0.4939	0.5481	0.4939	0.7028
0.522	2.2615	986	0.4606	0.6182	0.4606	0.6786
0.522	2.2661	988	0.4542	0.6526	0.4542	0.6739
0.522	2.2706	990	0.4519	0.7014	0.4519	0.6722
0.522	2.2752	992	0.4670	0.6526	0.4670	0.6834
0.522	2.2798	994	0.5106	0.5481	0.5106	0.7146
0.522	2.2844	996	0.5595	0.5481	0.5595	0.7480
0.522	2.2890	998	0.5764	0.5481	0.5764	0.7592
0.1679	2.2936	1000	0.5729	0.5812	0.5729	0.7569
0.1679	2.2982	1002	0.5905	0.5812	0.5905	0.7685
0.1679	2.3028	1004	0.6057	0.5679	0.6057	0.7783
0.1679	2.3073	1006	0.6055	0.5679	0.6055	0.7781
0.1679	2.3119	1008	0.6425	0.4034	0.6425	0.8015
0.1679	2.3165	1010	0.6459	0.4034	0.6459	0.8037
0.1679	2.3211	1012	0.5916	0.4034	0.5916	0.7692
0.1679	2.3257	1014	0.5539	0.4288	0.5539	0.7442
0.1679	2.3303	1016	0.4751	0.6182	0.4751	0.6893
0.1679	2.3349	1018	0.4487	0.6292	0.4487	0.6699
0.1679	2.3394	1020	0.4524	0.6292	0.4524	0.6726
0.1679	2.3440	1022	0.5033	0.5767	0.5033	0.7095
0.1679	2.3486	1024	0.5388	0.5073	0.5388	0.7340
0.1679	2.3532	1026	0.5567	0.5073	0.5567	0.7461
0.1679	2.3578	1028	0.5654	0.4803	0.5654	0.7519
0.1679	2.3624	1030	0.5626	0.4803	0.5626	0.7501
0.1679	2.3670	1032	0.5553	0.4803	0.5553	0.7452
0.1679	2.3716	1034	0.5475	0.4878	0.5475	0.7399
0.1679	2.3761	1036	0.5126	0.6526	0.5126	0.7160
0.1679	2.3807	1038	0.4856	0.6526	0.4856	0.6969
0.1679	2.3853	1040	0.4799	0.6526	0.4799	0.6928
0.1679	2.3899	1042	0.4989	0.6526	0.4989	0.7063
0.1679	2.3945	1044	0.5795	0.5	0.5795	0.7612
0.1679	2.3991	1046	0.6242	0.5	0.6242	0.7901
0.1679	2.4037	1048	0.6016	0.5679	0.6016	0.7756
0.1679	2.4083	1050	0.5491	0.5737	0.5491	0.7410
0.1679	2.4128	1052	0.5205	0.6866	0.5205	0.7214
0.1679	2.4174	1054	0.5294	0.6866	0.5294	0.7276
0.1679	2.4220	1056	0.5242	0.6866	0.5242	0.7240
0.1679	2.4266	1058	0.5209	0.6866	0.5209	0.7217
0.1679	2.4312	1060	0.5097	0.6526	0.5097	0.7139
0.1679	2.4358	1062	0.5436	0.5103	0.5436	0.7373
0.1679	2.4404	1064	0.6362	0.3927	0.6362	0.7976
0.1679	2.4450	1066	0.6421	0.4202	0.6421	0.8013
0.1679	2.4495	1068	0.6296	0.4202	0.6296	0.7935
0.1679	2.4541	1070	0.5407	0.3927	0.5407	0.7353
0.1679	2.4587	1072	0.4624	0.5855	0.4624	0.6800
0.1679	2.4633	1074	0.4232	0.7083	0.4232	0.6506
0.1679	2.4679	1076	0.4244	0.7083	0.4244	0.6514
0.1679	2.4725	1078	0.4514	0.5954	0.4514	0.6718
0.1679	2.4771	1080	0.5086	0.5855	0.5086	0.7132
0.1679	2.4817	1082	0.5385	0.5751	0.5385	0.7338
0.1679	2.4862	1084	0.5721	0.5065	0.5721	0.7564
0.1679	2.4908	1086	0.6000	0.5065	0.6000	0.7746
0.1679	2.4954	1088	0.6235	0.5065	0.6235	0.7896
0.1679	2.5	1090	0.5890	0.5065	0.5890	0.7675
0.1679	2.5046	1092	0.5618	0.5103	0.5618	0.7495
0.1679	2.5092	1094	0.5471	0.5103	0.5471	0.7396
0.1679	2.5138	1096	0.5472	0.5103	0.5472	0.7397
0.1679	2.5183	1098	0.5423	0.5103	0.5423	0.7364
0.1679	2.5229	1100	0.6158	0.5	0.6158	0.7847
0.1679	2.5275	1102	0.6711	0.4293	0.6711	0.8192
0.1679	2.5321	1104	0.6454	0.4706	0.6454	0.8034
0.1679	2.5367	1106	0.5506	0.4779	0.5506	0.7420
0.1679	2.5413	1108	0.4765	0.6526	0.4765	0.6903
0.1679	2.5459	1110	0.4629	0.6866	0.4629	0.6803
0.1679	2.5505	1112	0.4714	0.6526	0.4714	0.6866
0.1679	2.5550	1114	0.5112	0.4527	0.5112	0.7150
0.1679	2.5596	1116	0.5547	0.4779	0.5547	0.7448
0.1679	2.5642	1118	0.5423	0.4779	0.5423	0.7364
0.1679	2.5688	1120	0.5222	0.4878	0.5222	0.7226
0.1679	2.5734	1122	0.5030	0.5812	0.5030	0.7092
0.1679	2.5780	1124	0.5004	0.4878	0.5004	0.7074
0.1679	2.5826	1126	0.5441	0.4803	0.5441	0.7376
0.1679	2.5872	1128	0.5923	0.4034	0.5923	0.7696
0.1679	2.5917	1130	0.5839	0.3333	0.5839	0.7641
0.1679	2.5963	1132	0.5851	0.3486	0.5851	0.7649
0.1679	2.6009	1134	0.5883	0.3486	0.5883	0.7670
0.1679	2.6055	1136	0.5658	0.4803	0.5658	0.7522
0.1679	2.6101	1138	0.5726	0.4803	0.5726	0.7567
0.1679	2.6147	1140	0.6000	0.375	0.6000	0.7746
0.1679	2.6193	1142	0.5620	0.475	0.5620	0.7497
0.1679	2.6239	1144	0.5522	0.3717	0.5522	0.7431
0.1679	2.6284	1146	0.5487	0.3717	0.5487	0.7408
0.1679	2.6330	1148	0.5435	0.3717	0.5435	0.7372
0.1679	2.6376	1150	0.5433	0.3717	0.5433	0.7371
0.1679	2.6422	1152	0.5853	0.3927	0.5853	0.7651
0.1679	2.6468	1154	0.5817	0.375	0.5817	0.7627
0.1679	2.6514	1156	0.5785	0.3717	0.5785	0.7606
0.1679	2.6560	1158	0.6162	0.375	0.6162	0.7850
0.1679	2.6606	1160	0.6126	0.375	0.6126	0.7827
0.1679	2.6651	1162	0.5945	0.375	0.5945	0.7710
0.1679	2.6697	1164	0.5311	0.475	0.5311	0.7287
0.1679	2.6743	1166	0.4768	0.6656	0.4768	0.6905
0.1679	2.6789	1168	0.4729	0.6602	0.4729	0.6877
0.1679	2.6835	1170	0.5208	0.5477	0.5208	0.7217
0.1679	2.6881	1172	0.6423	0.3437	0.6423	0.8014
0.1679	2.6927	1174	0.7215	0.3691	0.7215	0.8494
0.1679	2.6972	1176	0.7012	0.3437	0.7012	0.8374
0.1679	2.7018	1178	0.6117	0.375	0.6117	0.7821
0.1679	2.7064	1180	0.5710	0.5415	0.5710	0.7556
0.1679	2.7110	1182	0.5790	0.4727	0.5790	0.7609
0.1679	2.7156	1184	0.5531	0.4106	0.5531	0.7437
0.1679	2.7202	1186	0.5300	0.5073	0.5300	0.7280
0.1679	2.7248	1188	0.5521	0.5073	0.5521	0.7431
0.1679	2.7294	1190	0.5827	0.4375	0.5827	0.7633
0.1679	2.7339	1192	0.5833	0.4375	0.5833	0.7637
0.1679	2.7385	1194	0.5589	0.5073	0.5589	0.7476
0.1679	2.7431	1196	0.5774	0.4106	0.5774	0.7598
0.1679	2.7477	1198	0.6022	0.4106	0.6022	0.7760
0.1679	2.7523	1200	0.5827	0.4457	0.5827	0.7634
0.1679	2.7569	1202	0.5860	0.5191	0.5860	0.7655
0.1679	2.7615	1204	0.6177	0.4457	0.6177	0.7860
0.1679	2.7661	1206	0.6856	0.4034	0.6856	0.8280
0.1679	2.7706	1208	0.6822	0.4292	0.6822	0.8260
0.1679	2.7752	1210	0.7088	0.4292	0.7088	0.8419
0.1679	2.7798	1212	0.7385	0.4209	0.7385	0.8593
0.1679	2.7844	1214	0.7588	0.4209	0.7588	0.8711
0.1679	2.7890	1216	0.7246	0.4209	0.7246	0.8512
0.1679	2.7936	1218	0.6204	0.4878	0.6204	0.7877
0.1679	2.7982	1220	0.5450	0.4185	0.5450	0.7383
0.1679	2.8028	1222	0.4813	0.5618	0.4813	0.6938
0.1679	2.8073	1224	0.4781	0.6656	0.4781	0.6914
0.1679	2.8119	1226	0.5143	0.5545	0.5143	0.7171
0.1679	2.8165	1228	0.6263	0.4727	0.6263	0.7914
0.1679	2.8211	1230	0.7936	0.4295	0.7936	0.8908
0.1679	2.8257	1232	0.8806	0.4295	0.8806	0.9384
0.1679	2.8303	1234	0.8198	0.4295	0.8198	0.9054
0.1679	2.8349	1236	0.6742	0.4372	0.6742	0.8211
0.1679	2.8394	1238	0.5438	0.5545	0.5438	0.7374
0.1679	2.8440	1240	0.4772	0.6526	0.4772	0.6908
0.1679	2.8486	1242	0.4543	0.7014	0.4543	0.6740
0.1679	2.8532	1244	0.4540	0.6526	0.4540	0.6738
0.1679	2.8578	1246	0.4811	0.5545	0.4811	0.6936
0.1679	2.8624	1248	0.4901	0.5545	0.4901	0.7001
0.1679	2.8670	1250	0.4748	0.5545	0.4748	0.6891
0.1679	2.8716	1252	0.4669	0.5545	0.4669	0.6833
0.1679	2.8761	1254	0.4753	0.5477	0.4753	0.6894
0.1679	2.8807	1256	0.4931	0.5767	0.4931	0.7022
0.1679	2.8853	1258	0.4880	0.5767	0.4880	0.6986
0.1679	2.8899	1260	0.4541	0.5545	0.4541	0.6738
0.1679	2.8945	1262	0.4388	0.6526	0.4388	0.6624
0.1679	2.8991	1264	0.4463	0.7181	0.4463	0.6681
0.1679	2.9037	1266	0.4759	0.6866	0.4759	0.6899
0.1679	2.9083	1268	0.5386	0.5545	0.5386	0.7339
0.1679	2.9128	1270	0.6672	0.3569	0.6672	0.8168
0.1679	2.9174	1272	0.7380	0.4049	0.7380	0.8591
0.1679	2.9220	1274	0.7470	0.4049	0.7470	0.8643
0.1679	2.9266	1276	0.7255	0.4049	0.7255	0.8518
0.1679	2.9312	1278	0.6586	0.3780	0.6586	0.8116
0.1679	2.9358	1280	0.6388	0.3780	0.6388	0.7992
0.1679	2.9404	1282	0.5918	0.4094	0.5918	0.7693
0.1679	2.9450	1284	0.5575	0.4465	0.5575	0.7466
0.1679	2.9495	1286	0.5487	0.4465	0.5487	0.7407
0.1679	2.9541	1288	0.5562	0.5477	0.5562	0.7458
0.1679	2.9587	1290	0.5596	0.5679	0.5596	0.7481
0.1679	2.9633	1292	0.5487	0.5422	0.5487	0.7407
0.1679	2.9679	1294	0.5513	0.5737	0.5513	0.7425
0.1679	2.9725	1296	0.5748	0.5422	0.5748	0.7581
0.1679	2.9771	1298	0.6420	0.3780	0.6420	0.8013
0.1679	2.9817	1300	0.6649	0.3780	0.6649	0.8154
0.1679	2.9862	1302	0.6471	0.3780	0.6471	0.8044
0.1679	2.9908	1304	0.6725	0.3807	0.6725	0.8201
0.1679	2.9954	1306	0.6594	0.3780	0.6594	0.8120
0.1679	3.0	1308	0.6261	0.3780	0.6261	0.7913
0.1679	3.0046	1310	0.5552	0.5422	0.5552	0.7451
0.1679	3.0092	1312	0.5221	0.6182	0.5221	0.7225
0.1679	3.0138	1314	0.5187	0.6182	0.5187	0.7202
0.1679	3.0183	1316	0.5251	0.6123	0.5251	0.7246
0.1679	3.0229	1318	0.5046	0.6123	0.5046	0.7104
0.1679	3.0275	1320	0.5069	0.5406	0.5069	0.7120
0.1679	3.0321	1322	0.5099	0.5396	0.5099	0.7141
0.1679	3.0367	1324	0.5279	0.4286	0.5279	0.7266
0.1679	3.0413	1326	0.5387	0.4286	0.5387	0.7339
0.1679	3.0459	1328	0.5128	0.4286	0.5128	0.7161
0.1679	3.0505	1330	0.4607	0.5396	0.4607	0.6788
0.1679	3.0550	1332	0.4334	0.6546	0.4334	0.6583
0.1679	3.0596	1334	0.4552	0.6232	0.4552	0.6747
0.1679	3.0642	1336	0.5413	0.5333	0.5413	0.7358
0.1679	3.0688	1338	0.6704	0.4209	0.6704	0.8188
0.1679	3.0734	1340	0.7086	0.4209	0.7086	0.8418
0.1679	3.0780	1342	0.6877	0.4209	0.6877	0.8293
0.1679	3.0826	1344	0.6129	0.4878	0.6129	0.7829
0.1679	3.0872	1346	0.5426	0.4378	0.5426	0.7366
0.1679	3.0917	1348	0.4769	0.5477	0.4769	0.6906
0.1679	3.0963	1350	0.4579	0.5301	0.4579	0.6767
0.1679	3.1009	1352	0.4644	0.5191	0.4644	0.6815
0.1679	3.1055	1354	0.5064	0.5477	0.5064	0.7116
0.1679	3.1101	1356	0.5948	0.4106	0.5948	0.7712
0.1679	3.1147	1358	0.6396	0.3529	0.6396	0.7997
0.1679	3.1193	1360	0.6042	0.4457	0.6042	0.7773
0.1679	3.1239	1362	0.5570	0.5415	0.5570	0.7463
0.1679	3.1284	1364	0.5643	0.5415	0.5643	0.7512
0.1679	3.1330	1366	0.5654	0.4106	0.5654	0.7520
0.1679	3.1376	1368	0.6064	0.4648	0.6064	0.7787
0.1679	3.1422	1370	0.6608	0.4878	0.6608	0.8129
0.1679	3.1468	1372	0.6543	0.4913	0.6543	0.8089
0.1679	3.1514	1374	0.5928	0.4667	0.5928	0.7699
0.1679	3.1560	1376	0.5483	0.4688	0.5483	0.7405
0.1679	3.1606	1378	0.5347	0.4381	0.5347	0.7313
0.1679	3.1651	1380	0.5596	0.4378	0.5596	0.7481
0.1679	3.1697	1382	0.6232	0.4667	0.6232	0.7895
0.1679	3.1743	1384	0.6981	0.4667	0.6981	0.8355
0.1679	3.1789	1386	0.7685	0.3967	0.7685	0.8767
0.1679	3.1835	1388	0.7665	0.3967	0.7665	0.8755
0.1679	3.1881	1390	0.7022	0.4288	0.7022	0.8380
0.1679	3.1927	1392	0.6079	0.4667	0.6079	0.7797
0.1679	3.1972	1394	0.5351	0.4094	0.5351	0.7315
0.1679	3.2018	1396	0.5118	0.5243	0.5118	0.7154
0.1679	3.2064	1398	0.5149	0.5987	0.5149	0.7176
0.1679	3.2110	1400	0.5497	0.5191	0.5497	0.7414
0.1679	3.2156	1402	0.6488	0.3486	0.6488	0.8055
0.1679	3.2202	1404	0.7147	0.4034	0.7147	0.8454
0.1679	3.2248	1406	0.7263	0.4049	0.7263	0.8522
0.1679	3.2294	1408	0.6700	0.4018	0.6700	0.8185
0.1679	3.2339	1410	0.5765	0.4094	0.5765	0.7593
0.1679	3.2385	1412	0.5487	0.4831	0.5487	0.7407
0.1679	3.2431	1414	0.5856	0.4378	0.5856	0.7653
0.1679	3.2477	1416	0.6118	0.375	0.6118	0.7822
0.1679	3.2523	1418	0.6804	0.4034	0.6804	0.8249
0.1679	3.2569	1420	0.6752	0.4034	0.6752	0.8217
0.1679	3.2615	1422	0.6181	0.4018	0.6181	0.7862
0.1679	3.2661	1424	0.5557	0.5406	0.5557	0.7454
0.1679	3.2706	1426	0.5108	0.5922	0.5108	0.7147
0.1679	3.2752	1428	0.5013	0.5922	0.5013	0.7080
0.1679	3.2798	1430	0.4875	0.5922	0.4875	0.6982
0.1679	3.2844	1432	0.4979	0.5164	0.4979	0.7056
0.1679	3.2890	1434	0.5000	0.5164	0.5000	0.7071
0.1679	3.2936	1436	0.5387	0.4727	0.5387	0.7340
0.1679	3.2982	1438	0.5569	0.4803	0.5569	0.7462
0.1679	3.3028	1440	0.5221	0.4878	0.5221	0.7226
0.1679	3.3073	1442	0.4835	0.6526	0.4835	0.6953
0.1679	3.3119	1444	0.4875	0.5545	0.4875	0.6982
0.1679	3.3165	1446	0.5221	0.5145	0.5221	0.7226
0.1679	3.3211	1448	0.5829	0.4706	0.5829	0.7635
0.1679	3.3257	1450	0.5936	0.4965	0.5936	0.7704
0.1679	3.3303	1452	0.5405	0.5073	0.5405	0.7352
0.1679	3.3349	1454	0.4665	0.6818	0.4665	0.6830
0.1679	3.3394	1456	0.4333	0.7014	0.4333	0.6583
0.1679	3.3440	1458	0.4257	0.7181	0.4257	0.6525
0.1679	3.3486	1460	0.4307	0.7181	0.4307	0.6563
0.1679	3.3532	1462	0.4679	0.5767	0.4679	0.6840
0.1679	3.3578	1464	0.5334	0.4924	0.5334	0.7303
0.1679	3.3624	1466	0.5536	0.3927	0.5536	0.7440
0.1679	3.3670	1468	0.5483	0.3927	0.5483	0.7405
0.1679	3.3716	1470	0.5330	0.4648	0.5330	0.7300
0.1679	3.3761	1472	0.5226	0.5	0.5226	0.7229
0.1679	3.3807	1474	0.4939	0.5939	0.4939	0.7028
0.1679	3.3853	1476	0.4664	0.6083	0.4664	0.6829
0.1679	3.3899	1478	0.4578	0.6526	0.4578	0.6766
0.1679	3.3945	1480	0.4808	0.6818	0.4808	0.6934
0.1679	3.3991	1482	0.4920	0.5751	0.4920	0.7014
0.1679	3.4037	1484	0.4874	0.5767	0.4874	0.6981
0.1679	3.4083	1486	0.4885	0.5767	0.4885	0.6989
0.1679	3.4128	1488	0.4984	0.5767	0.4984	0.7060
0.1679	3.4174	1490	0.4914	0.6526	0.4914	0.7010
0.1679	3.4220	1492	0.4951	0.6526	0.4951	0.7037
0.1679	3.4266	1494	0.5172	0.5073	0.5172	0.7192
0.1679	3.4312	1496	0.5298	0.5073	0.5298	0.7279
0.1679	3.4358	1498	0.5024	0.5767	0.5024	0.7088
0.1154	3.4404	1500	0.4702	0.5767	0.4702	0.6857
0.1154	3.4450	1502	0.4776	0.5786	0.4776	0.6911
0.1154	3.4495	1504	0.5201	0.4286	0.5201	0.7212
0.1154	3.4541	1506	0.5652	0.3877	0.5652	0.7518
0.1154	3.4587	1508	0.6059	0.3558	0.6059	0.7784
0.1154	3.4633	1510	0.6216	0.3288	0.6216	0.7884
0.1154	3.4679	1512	0.5846	0.3780	0.5846	0.7646
0.1154	3.4725	1514	0.5255	0.6123	0.5255	0.7249
0.1154	3.4771	1516	0.5041	0.6866	0.5041	0.7100
0.1154	3.4817	1518	0.5072	0.6866	0.5072	0.7122
0.1154	3.4862	1520	0.5267	0.5832	0.5267	0.7258
0.1154	3.4908	1522	0.5416	0.5477	0.5416	0.7359
0.1154	3.4954	1524	0.5601	0.4378	0.5601	0.7484
0.1154	3.5	1526	0.5661	0.4667	0.5661	0.7524
0.1154	3.5046	1528	0.5920	0.4667	0.5920	0.7694
0.1154	3.5092	1530	0.5781	0.4667	0.5781	0.7604
0.1154	3.5138	1532	0.5508	0.4667	0.5508	0.7422
0.1154	3.5183	1534	0.5235	0.4465	0.5235	0.7236
0.1154	3.5229	1536	0.4908	0.5545	0.4908	0.7006
0.1154	3.5275	1538	0.4789	0.5545	0.4789	0.6920
0.1154	3.5321	1540	0.4659	0.5545	0.4659	0.6826
0.1154	3.5367	1542	0.4637	0.5545	0.4637	0.6810
0.1154	3.5413	1544	0.4634	0.5545	0.4634	0.6807
0.1154	3.5459	1546	0.4657	0.5477	0.4657	0.6824
0.1154	3.5505	1548	0.4817	0.6062	0.4817	0.6940
0.1154	3.5550	1550	0.4774	0.5767	0.4774	0.6910
0.1154	3.5596	1552	0.4498	0.6802	0.4498	0.6706
0.1154	3.5642	1554	0.4471	0.6802	0.4471	0.6687
0.1154	3.5688	1556	0.4723	0.6526	0.4723	0.6873
0.1154	3.5734	1558	0.5377	0.5767	0.5377	0.7333
0.1154	3.5780	1560	0.6181	0.4372	0.6181	0.7862
0.1154	3.5826	1562	0.6590	0.4370	0.6590	0.8118
0.1154	3.5872	1564	0.6945	0.4049	0.6945	0.8334
0.1154	3.5917	1566	0.6926	0.5246	0.6926	0.8322
0.1154	3.5963	1568	0.6633	0.5246	0.6633	0.8144
0.1154	3.6009	1570	0.6081	0.5035	0.6081	0.7798
0.1154	3.6055	1572	0.5878	0.5145	0.5878	0.7667
0.1154	3.6101	1574	0.5712	0.5832	0.5712	0.7557
0.1154	3.6147	1576	0.5627	0.5832	0.5627	0.7501
0.1154	3.6193	1578	0.5999	0.4667	0.5999	0.7745
0.1154	3.6239	1580	0.6687	0.4034	0.6687	0.8177
0.1154	3.6284	1582	0.7080	0.4049	0.7080	0.8414
0.1154	3.6330	1584	0.6751	0.4049	0.6751	0.8217
0.1154	3.6376	1586	0.6187	0.4106	0.6187	0.7866
0.1154	3.6422	1588	0.5701	0.5832	0.5701	0.7550
0.1154	3.6468	1590	0.5727	0.5832	0.5727	0.7568
0.1154	3.6514	1592	0.5808	0.5832	0.5808	0.7621
0.1154	3.6560	1594	0.5693	0.5545	0.5693	0.7545
0.1154	3.6606	1596	0.5718	0.5545	0.5718	0.7562
0.1154	3.6651	1598	0.5570	0.5545	0.5570	0.7463
0.1154	3.6697	1600	0.5497	0.5545	0.5497	0.7415
0.1154	3.6743	1602	0.5603	0.5545	0.5603	0.7486
0.1154	3.6789	1604	0.5951	0.5191	0.5951	0.7714
0.1154	3.6835	1606	0.6008	0.4727	0.6008	0.7751
0.1154	3.6881	1608	0.5646	0.475	0.5646	0.7514
0.1154	3.6927	1610	0.5229	0.475	0.5229	0.7231
0.1154	3.6972	1612	0.5086	0.4776	0.5086	0.7132
0.1154	3.7018	1614	0.4682	0.5618	0.4682	0.6843
0.1154	3.7064	1616	0.4619	0.5027	0.4619	0.6796
0.1154	3.7110	1618	0.4715	0.5922	0.4715	0.6867
0.1154	3.7156	1620	0.4817	0.5546	0.4817	0.6941
0.1154	3.7202	1622	0.4882	0.5618	0.4882	0.6987
0.1154	3.7248	1624	0.5025	0.5545	0.5025	0.7089
0.1154	3.7294	1626	0.5351	0.5545	0.5351	0.7315
0.1154	3.7339	1628	0.5992	0.4779	0.5992	0.7741
0.1154	3.7385	1630	0.6489	0.3807	0.6489	0.8056
0.1154	3.7431	1632	0.6497	0.3807	0.6497	0.8061
0.1154	3.7477	1634	0.6016	0.5073	0.6016	0.7756
0.1154	3.7523	1636	0.5528	0.5832	0.5528	0.7435
0.1154	3.7569	1638	0.5397	0.5618	0.5397	0.7347
0.1154	3.7615	1640	0.5474	0.5618	0.5474	0.7399
0.1154	3.7661	1642	0.5682	0.5832	0.5682	0.7538
0.1154	3.7706	1644	0.6075	0.4465	0.6075	0.7794
0.1154	3.7752	1646	0.6489	0.3569	0.6489	0.8055
0.1154	3.7798	1648	0.6620	0.3569	0.6620	0.8136
0.1154	3.7844	1650	0.6950	0.3569	0.6950	0.8337
0.1154	3.7890	1652	0.6854	0.3569	0.6854	0.8279
0.1154	3.7936	1654	0.6336	0.4094	0.6336	0.7960
0.1154	3.7982	1656	0.5947	0.5832	0.5947	0.7712
0.1154	3.8028	1658	0.5666	0.5545	0.5666	0.7527
0.1154	3.8073	1660	0.5861	0.4094	0.5861	0.7656
0.1154	3.8119	1662	0.5929	0.4378	0.5929	0.7700
0.1154	3.8165	1664	0.6037	0.4094	0.6037	0.7770
0.1154	3.8211	1666	0.6523	0.375	0.6523	0.8076
0.1154	3.8257	1668	0.7124	0.3780	0.7124	0.8441
0.1154	3.8303	1670	0.7037	0.3780	0.7037	0.8388
0.1154	3.8349	1672	0.6643	0.3486	0.6643	0.8151
0.1154	3.8394	1674	0.6716	0.3486	0.6716	0.8195
0.1154	3.8440	1676	0.6438	0.4094	0.6438	0.8024
0.1154	3.8486	1678	0.6164	0.3814	0.6164	0.7851
0.1154	3.8532	1680	0.5989	0.3814	0.5989	0.7739
0.1154	3.8578	1682	0.6355	0.3814	0.6355	0.7972
0.1154	3.8624	1684	0.7160	0.3282	0.7160	0.8462
0.1154	3.8670	1686	0.7664	0.3569	0.7664	0.8755
0.1154	3.8716	1688	0.7727	0.3333	0.7727	0.8790
0.1154	3.8761	1690	0.7265	0.3333	0.7265	0.8523
0.1154	3.8807	1692	0.6713	0.4199	0.6713	0.8193
0.1154	3.8853	1694	0.6245	0.5545	0.6245	0.7903
0.1154	3.8899	1696	0.6056	0.4831	0.6056	0.7782
0.1154	3.8945	1698	0.6147	0.4192	0.6147	0.7840
0.1154	3.8991	1700	0.6030	0.3814	0.6030	0.7765
0.1154	3.9037	1702	0.6343	0.3780	0.6343	0.7965
0.1154	3.9083	1704	0.6943	0.3599	0.6943	0.8332
0.1154	3.9128	1706	0.6877	0.3833	0.6877	0.8293
0.1154	3.9174	1708	0.6389	0.3558	0.6389	0.7993
0.1154	3.9220	1710	0.5619	0.4378	0.5619	0.7496
0.1154	3.9266	1712	0.4939	0.6182	0.4939	0.7028
0.1154	3.9312	1714	0.4870	0.6526	0.4870	0.6978
0.1154	3.9358	1716	0.5117	0.6182	0.5117	0.7153
0.1154	3.9404	1718	0.5697	0.5422	0.5697	0.7548
0.1154	3.9450	1720	0.6404	0.4444	0.6404	0.8003
0.1154	3.9495	1722	0.6474	0.4444	0.6474	0.8046
0.1154	3.9541	1724	0.6035	0.4527	0.6035	0.7768
0.1154	3.9587	1726	0.5417	0.5481	0.5417	0.7360
0.1154	3.9633	1728	0.5119	0.6866	0.5119	0.7154
0.1154	3.9679	1730	0.5160	0.7014	0.5160	0.7183
0.1154	3.9725	1732	0.5172	0.7014	0.5172	0.7191
0.1154	3.9771	1734	0.5160	0.6866	0.5160	0.7183
0.1154	3.9817	1736	0.5487	0.5481	0.5487	0.7408
0.1154	3.9862	1738	0.6386	0.4517	0.6386	0.7991
0.1154	3.9908	1740	0.7176	0.3807	0.7176	0.8471
0.1154	3.9954	1742	0.7306	0.4295	0.7306	0.8547
0.1154	4.0	1744	0.7172	0.4295	0.7172	0.8469
0.1154	4.0046	1746	0.6354	0.3780	0.6354	0.7971
0.1154	4.0092	1748	0.5348	0.5191	0.5348	0.7313
0.1154	4.0138	1750	0.4936	0.5545	0.4936	0.7026
0.1154	4.0183	1752	0.4893	0.5545	0.4893	0.6995
0.1154	4.0229	1754	0.5170	0.5191	0.5170	0.7190
0.1154	4.0275	1756	0.5857	0.3980	0.5857	0.7653
0.1154	4.0321	1758	0.6551	0.3927	0.6551	0.8094
0.1154	4.0367	1760	0.6618	0.3948	0.6618	0.8135
0.1154	4.0413	1762	0.6202	0.4803	0.6202	0.7875
0.1154	4.0459	1764	0.5592	0.5191	0.5592	0.7478
0.1154	4.0505	1766	0.5331	0.5545	0.5331	0.7302
0.1154	4.0550	1768	0.5266	0.5545	0.5266	0.7257
0.1154	4.0596	1770	0.5348	0.5545	0.5348	0.7313
0.1154	4.0642	1772	0.5738	0.4878	0.5738	0.7575
0.1154	4.0688	1774	0.6306	0.4803	0.6306	0.7941
0.1154	4.0734	1776	0.6648	0.3486	0.6648	0.8153
0.1154	4.0780	1778	0.6512	0.375	0.6512	0.8070
0.1154	4.0826	1780	0.6161	0.375	0.6161	0.7849
0.1154	4.0872	1782	0.5917	0.375	0.5917	0.7692
0.1154	4.0917	1784	0.5883	0.375	0.5883	0.7670
0.1154	4.0963	1786	0.5868	0.375	0.5868	0.7661
0.1154	4.1009	1788	0.5633	0.4803	0.5633	0.7505
0.1154	4.1055	1790	0.5499	0.4538	0.5499	0.7416
0.1154	4.1101	1792	0.5647	0.4538	0.5647	0.7515
0.1154	4.1147	1794	0.5518	0.4538	0.5518	0.7428
0.1154	4.1193	1796	0.5460	0.4538	0.5460	0.7389
0.1154	4.1239	1798	0.5557	0.4538	0.5557	0.7455
0.1154	4.1284	1800	0.5829	0.4803	0.5829	0.7635
0.1154	4.1330	1802	0.5896	0.4375	0.5896	0.7679
0.1154	4.1376	1804	0.5549	0.4106	0.5549	0.7449
0.1154	4.1422	1806	0.5377	0.475	0.5377	0.7333
0.1154	4.1468	1808	0.5455	0.4667	0.5455	0.7386
0.1154	4.1514	1810	0.5353	0.4465	0.5353	0.7317
0.1154	4.1560	1812	0.5407	0.4465	0.5407	0.7353
0.1154	4.1606	1814	0.5778	0.3486	0.5778	0.7601
0.1154	4.1651	1816	0.6272	0.4018	0.6272	0.7919
0.1154	4.1697	1818	0.6098	0.375	0.6098	0.7809
0.1154	4.1743	1820	0.5631	0.5191	0.5631	0.7504
0.1154	4.1789	1822	0.5050	0.5545	0.5050	0.7106
0.1154	4.1835	1824	0.4745	0.6526	0.4745	0.6889
0.1154	4.1881	1826	0.4582	0.6866	0.4582	0.6769
0.1154	4.1927	1828	0.4468	0.6866	0.4468	0.6685
0.1154	4.1972	1830	0.4469	0.6526	0.4469	0.6685
0.1154	4.2018	1832	0.4806	0.5191	0.4806	0.6932
0.1154	4.2064	1834	0.5132	0.5767	0.5132	0.7164
0.1154	4.2110	1836	0.5239	0.4667	0.5239	0.7238
0.1154	4.2156	1838	0.5082	0.5767	0.5082	0.7129
0.1154	4.2202	1840	0.4843	0.5191	0.4843	0.6959
0.1154	4.2248	1842	0.4749	0.5191	0.4749	0.6891
0.1154	4.2294	1844	0.4914	0.5191	0.4914	0.7010
0.1154	4.2339	1846	0.5016	0.5191	0.5016	0.7083
0.1154	4.2385	1848	0.4872	0.6526	0.4872	0.6980
0.1154	4.2431	1850	0.4955	0.6526	0.4955	0.7039
0.1154	4.2477	1852	0.5353	0.5545	0.5353	0.7316
0.1154	4.2523	1854	0.5679	0.4878	0.5679	0.7536
0.1154	4.2569	1856	0.5645	0.4878	0.5645	0.7513
0.1154	4.2615	1858	0.5769	0.4538	0.5769	0.7595
0.1154	4.2661	1860	0.5881	0.4457	0.5881	0.7668
0.1154	4.2706	1862	0.5980	0.3616	0.5980	0.7733
0.1154	4.2752	1864	0.6359	0.3656	0.6359	0.7974
0.1154	4.2798	1866	0.6437	0.3656	0.6437	0.8023
0.1154	4.2844	1868	0.6276	0.3616	0.6276	0.7922
0.1154	4.2890	1870	0.6086	0.3616	0.6086	0.7801
0.1154	4.2936	1872	0.5686	0.5145	0.5686	0.7540
0.1154	4.2982	1874	0.5511	0.4878	0.5511	0.7424
0.1154	4.3028	1876	0.5441	0.6526	0.5441	0.7376
0.1154	4.3073	1878	0.5520	0.5812	0.5520	0.7430
0.1154	4.3119	1880	0.5330	0.6526	0.5330	0.7301
0.1154	4.3165	1882	0.4971	0.6526	0.4971	0.7051
0.1154	4.3211	1884	0.4686	0.6866	0.4686	0.6845
0.1154	4.3257	1886	0.4698	0.6526	0.4698	0.6855
0.1154	4.3303	1888	0.4938	0.6526	0.4938	0.7027
0.1154	4.3349	1890	0.5354	0.6182	0.5354	0.7317
0.1154	4.3394	1892	0.5952	0.3842	0.5952	0.7715
0.1154	4.3440	1894	0.6200	0.3388	0.6200	0.7874
0.1154	4.3486	1896	0.6070	0.3388	0.6070	0.7791
0.1154	4.3532	1898	0.6205	0.3388	0.6205	0.7877
0.1154	4.3578	1900	0.6182	0.3656	0.6182	0.7862
0.1154	4.3624	1902	0.5906	0.3333	0.5906	0.7685
0.1154	4.3670	1904	0.5833	0.3980	0.5833	0.7637
0.1154	4.3716	1906	0.5664	0.3980	0.5664	0.7526
0.1154	4.3761	1908	0.5196	0.5832	0.5196	0.7209
0.1154	4.3807	1910	0.5156	0.5545	0.5156	0.7180
0.1154	4.3853	1912	0.5456	0.5116	0.5456	0.7387
0.1154	4.3899	1914	0.6081	0.3486	0.6081	0.7798
0.1154	4.3945	1916	0.6349	0.3529	0.6349	0.7968
0.1154	4.3991	1918	0.6282	0.3529	0.6282	0.7926
0.1154	4.4037	1920	0.5818	0.4094	0.5818	0.7628
0.1154	4.4083	1922	0.5656	0.5116	0.5656	0.7520
0.1154	4.4128	1924	0.5601	0.5545	0.5601	0.7484
0.1154	4.4174	1926	0.5382	0.6526	0.5382	0.7336
0.1154	4.4220	1928	0.5402	0.6526	0.5402	0.7350
0.1154	4.4266	1930	0.5542	0.5191	0.5542	0.7445
0.1154	4.4312	1932	0.6023	0.3529	0.6023	0.7761
0.1154	4.4358	1934	0.6888	0.4034	0.6888	0.8299
0.1154	4.4404	1936	0.7405	0.4295	0.7405	0.8605
0.1154	4.4450	1938	0.7156	0.4293	0.7156	0.8459
0.1154	4.4495	1940	0.6319	0.3780	0.6319	0.7949
0.1154	4.4541	1942	0.5535	0.4094	0.5535	0.7440
0.1154	4.4587	1944	0.5140	0.5477	0.5140	0.7170
0.1154	4.4633	1946	0.5007	0.6526	0.5007	0.7076
0.1154	4.4679	1948	0.5128	0.5477	0.5128	0.7161
0.1154	4.4725	1950	0.5584	0.4378	0.5584	0.7472
0.1154	4.4771	1952	0.5921	0.3656	0.5921	0.7695
0.1154	4.4817	1954	0.5984	0.3656	0.5984	0.7735
0.1154	4.4862	1956	0.6026	0.3691	0.6026	0.7763
0.1154	4.4908	1958	0.5662	0.375	0.5662	0.7524
0.1154	4.4954	1960	0.5091	0.6818	0.5091	0.7135
0.1154	4.5	1962	0.4683	0.6866	0.4683	0.6843
0.1154	4.5046	1964	0.4538	0.7181	0.4538	0.6737
0.1154	4.5092	1966	0.4593	0.7181	0.4593	0.6777
0.1154	4.5138	1968	0.4593	0.7181	0.4593	0.6777
0.1154	4.5183	1970	0.4705	0.6866	0.4705	0.6860
0.1154	4.5229	1972	0.5262	0.6818	0.5262	0.7254
0.1154	4.5275	1974	0.5888	0.375	0.5888	0.7673
0.1154	4.5321	1976	0.6043	0.3780	0.6043	0.7774
0.1154	4.5367	1978	0.5765	0.375	0.5765	0.7593
0.1154	4.5413	1980	0.5404	0.5545	0.5404	0.7351
0.1154	4.5459	1982	0.5172	0.6866	0.5172	0.7191
0.1154	4.5505	1984	0.5054	0.6866	0.5054	0.7109
0.1154	4.5550	1986	0.4966	0.6866	0.4966	0.7047
0.1154	4.5596	1988	0.4904	0.6526	0.4904	0.7003
0.1154	4.5642	1990	0.5039	0.6526	0.5039	0.7099
0.1154	4.5688	1992	0.5457	0.4094	0.5457	0.7387
0.1154	4.5734	1994	0.5784	0.4378	0.5784	0.7605
0.1154	4.5780	1996	0.5982	0.375	0.5982	0.7734
0.1154	4.5826	1998	0.5752	0.375	0.5752	0.7584
0.0904	4.5872	2000	0.5465	0.4094	0.5465	0.7393
0.0904	4.5917	2002	0.5301	0.6818	0.5301	0.7281
0.0904	4.5963	2004	0.5450	0.6818	0.5450	0.7383
0.0904	4.6009	2006	0.5879	0.4457	0.5879	0.7667
0.0904	4.6055	2008	0.6473	0.3486	0.6473	0.8045
0.0904	4.6101	2010	0.6842	0.3569	0.6842	0.8272
0.0904	4.6147	2012	0.6858	0.3569	0.6858	0.8281
0.0904	4.6193	2014	0.6577	0.4444	0.6577	0.8110
0.0904	4.6239	2016	0.6116	0.5145	0.6116	0.7820
0.0904	4.6284	2018	0.5729	0.6818	0.5729	0.7569
0.0904	4.6330	2020	0.5678	0.6818	0.5678	0.7535
0.0904	4.6376	2022	0.5849	0.5477	0.5849	0.7648
0.0904	4.6422	2024	0.6302	0.3486	0.6302	0.7938
0.0904	4.6468	2026	0.6652	0.3831	0.6652	0.8156
0.0904	4.6514	2028	0.6639	0.3831	0.6639	0.8148
0.0904	4.6560	2030	0.6378	0.3831	0.6378	0.7986
0.0904	4.6606	2032	0.5777	0.3486	0.5777	0.7600
0.0904	4.6651	2034	0.5268	0.6123	0.5268	0.7258
0.0904	4.6697	2036	0.4984	0.6182	0.4984	0.7060
0.0904	4.6743	2038	0.5052	0.6182	0.5052	0.7107
0.0904	4.6789	2040	0.5095	0.6182	0.5095	0.7138
0.0904	4.6835	2042	0.5132	0.6526	0.5132	0.7164
0.0904	4.6881	2044	0.5240	0.6526	0.5240	0.7239
0.0904	4.6927	2046	0.5590	0.5481	0.5590	0.7476
0.0904	4.6972	2048	0.5986	0.4451	0.5986	0.7737
0.0904	4.7018	2050	0.6338	0.4439	0.6338	0.7961
0.0904	4.7064	2052	0.6187	0.4444	0.6187	0.7866
0.0904	4.7110	2054	0.5614	0.4803	0.5614	0.7492
0.0904	4.7156	2056	0.5096	0.6526	0.5096	0.7138
0.0904	4.7202	2058	0.4792	0.6526	0.4792	0.6922
0.0904	4.7248	2060	0.4774	0.6526	0.4774	0.6909
0.0904	4.7294	2062	0.4909	0.6526	0.4909	0.7006
0.0904	4.7339	2064	0.5247	0.5191	0.5247	0.7243
0.0904	4.7385	2066	0.5628	0.475	0.5628	0.7502
0.0904	4.7431	2068	0.5803	0.475	0.5803	0.7618
0.0904	4.7477	2070	0.5623	0.5473	0.5623	0.7498
0.0904	4.7523	2072	0.5061	0.5164	0.5061	0.7114
0.0904	4.7569	2074	0.4600	0.6526	0.4600	0.6782
0.0904	4.7615	2076	0.4557	0.6526	0.4557	0.6750
0.0904	4.7661	2078	0.4743	0.6526	0.4743	0.6887
0.0904	4.7706	2080	0.5137	0.6526	0.5137	0.7168
0.0904	4.7752	2082	0.5613	0.5191	0.5613	0.7492
0.0904	4.7798	2084	0.5909	0.5415	0.5909	0.7687
0.0904	4.7844	2086	0.5810	0.5191	0.5810	0.7622
0.0904	4.7890	2088	0.5392	0.5191	0.5392	0.7343
0.0904	4.7936	2090	0.5166	0.6182	0.5166	0.7187
0.0904	4.7982	2092	0.4852	0.6526	0.4852	0.6966
0.0904	4.8028	2094	0.4576	0.6656	0.4576	0.6765
0.0904	4.8073	2096	0.4456	0.6656	0.4456	0.6676
0.0904	4.8119	2098	0.4484	0.6656	0.4484	0.6696
0.0904	4.8165	2100	0.4754	0.6473	0.4754	0.6895
0.0904	4.8211	2102	0.5324	0.5477	0.5324	0.7296
0.0904	4.8257	2104	0.5853	0.4688	0.5853	0.7650
0.0904	4.8303	2106	0.6023	0.4457	0.6023	0.7761
0.0904	4.8349	2108	0.5967	0.5415	0.5967	0.7725
0.0904	4.8394	2110	0.5814	0.5477	0.5814	0.7625
0.0904	4.8440	2112	0.5641	0.5832	0.5641	0.7510
0.0904	4.8486	2114	0.5369	0.5545	0.5369	0.7327
0.0904	4.8532	2116	0.5206	0.6526	0.5206	0.7215
0.0904	4.8578	2118	0.5079	0.6656	0.5079	0.7126
0.0904	4.8624	2120	0.5087	0.6526	0.5087	0.7133
0.0904	4.8670	2122	0.5419	0.5545	0.5419	0.7362
0.0904	4.8716	2124	0.6063	0.5832	0.6063	0.7787
0.0904	4.8761	2126	0.6716	0.4779	0.6716	0.8195
0.0904	4.8807	2128	0.6757	0.4779	0.6757	0.8220
0.0904	4.8853	2130	0.6528	0.4803	0.6528	0.8080
0.0904	4.8899	2132	0.6073	0.5832	0.6073	0.7793
0.0904	4.8945	2134	0.5741	0.5832	0.5741	0.7577
0.0904	4.8991	2136	0.5545	0.5832	0.5545	0.7447
0.0904	4.9037	2138	0.5722	0.5477	0.5722	0.7565
0.0904	4.9083	2140	0.5837	0.5477	0.5837	0.7640
0.0904	4.9128	2142	0.5781	0.5477	0.5781	0.7603
0.0904	4.9174	2144	0.5697	0.5477	0.5697	0.7548
0.0904	4.9220	2146	0.5878	0.5477	0.5878	0.7667
0.0904	4.9266	2148	0.5983	0.5832	0.5983	0.7735
0.0904	4.9312	2150	0.6245	0.5477	0.6245	0.7902
0.0904	4.9358	2152	0.6203	0.5477	0.6203	0.7876
0.0904	4.9404	2154	0.6113	0.5545	0.6113	0.7818
0.0904	4.9450	2156	0.6079	0.5545	0.6079	0.7797
0.0904	4.9495	2158	0.6198	0.5545	0.6198	0.7873
0.0904	4.9541	2160	0.6011	0.5545	0.6011	0.7753
0.0904	4.9587	2162	0.5738	0.5545	0.5738	0.7575
0.0904	4.9633	2164	0.5758	0.5545	0.5758	0.7588
0.0904	4.9679	2166	0.5895	0.5545	0.5895	0.7678
0.0904	4.9725	2168	0.5781	0.5545	0.5781	0.7604
0.0904	4.9771	2170	0.5507	0.5545	0.5507	0.7421
0.0904	4.9817	2172	0.5394	0.5545	0.5394	0.7344
0.0904	4.9862	2174	0.5260	0.5545	0.5260	0.7253
0.0904	4.9908	2176	0.5247	0.5545	0.5247	0.7243
0.0904	4.9954	2178	0.5414	0.5545	0.5414	0.7358
0.0904	5.0	2180	0.5640	0.5545	0.5640	0.7510
0.0904	5.0046	2182	0.5865	0.5477	0.5865	0.7658
0.0904	5.0092	2184	0.5704	0.5477	0.5704	0.7552
0.0904	5.0138	2186	0.5319	0.5545	0.5319	0.7293
0.0904	5.0183	2188	0.4971	0.5545	0.4971	0.7051
0.0904	5.0229	2190	0.4946	0.5545	0.4946	0.7032
0.0904	5.0275	2192	0.5116	0.5545	0.5116	0.7153
0.0904	5.0321	2194	0.5353	0.5545	0.5353	0.7317
0.0904	5.0367	2196	0.5272	0.5545	0.5272	0.7261
0.0904	5.0413	2198	0.5224	0.5545	0.5224	0.7228
0.0904	5.0459	2200	0.5539	0.5191	0.5539	0.7442
0.0904	5.0505	2202	0.5843	0.5767	0.5843	0.7644
0.0904	5.0550	2204	0.6573	0.4648	0.6573	0.8107
0.0904	5.0596	2206	0.7036	0.4049	0.7036	0.8388
0.0904	5.0642	2208	0.6925	0.4648	0.6925	0.8321
0.0904	5.0688	2210	0.6355	0.4375	0.6355	0.7972
0.0904	5.0734	2212	0.5643	0.5477	0.5643	0.7512
0.0904	5.0780	2214	0.5187	0.5545	0.5187	0.7202
0.0904	5.0826	2216	0.4989	0.5545	0.4989	0.7063
0.0904	5.0872	2218	0.5068	0.5545	0.5068	0.7119
0.0904	5.0917	2220	0.5317	0.5545	0.5317	0.7292
0.0904	5.0963	2222	0.5721	0.5191	0.5721	0.7564
0.0904	5.1009	2224	0.5894	0.5477	0.5894	0.7677
0.0904	5.1055	2226	0.5906	0.4465	0.5906	0.7685
0.0904	5.1101	2228	0.5672	0.5477	0.5672	0.7531
0.0904	5.1147	2230	0.5424	0.5545	0.5424	0.7365
0.0904	5.1193	2232	0.5389	0.5545	0.5389	0.7341
0.0904	5.1239	2234	0.5538	0.5545	0.5538	0.7442
0.0904	5.1284	2236	0.5552	0.5545	0.5552	0.7451
0.0904	5.1330	2238	0.5489	0.5545	0.5489	0.7409
0.0904	5.1376	2240	0.5411	0.5545	0.5411	0.7356
0.0904	5.1422	2242	0.5607	0.5545	0.5607	0.7488
0.0904	5.1468	2244	0.5638	0.5545	0.5638	0.7509
0.0904	5.1514	2246	0.5688	0.5545	0.5688	0.7542
0.0904	5.1560	2248	0.5766	0.5545	0.5766	0.7594
0.0904	5.1606	2250	0.5908	0.5116	0.5908	0.7686
0.0904	5.1651	2252	0.6055	0.5116	0.6055	0.7781
0.0904	5.1697	2254	0.5924	0.5477	0.5924	0.7697
0.0904	5.1743	2256	0.5677	0.5545	0.5677	0.7534
0.0904	5.1789	2258	0.5823	0.5191	0.5823	0.7631
0.0904	5.1835	2260	0.6098	0.5116	0.6098	0.7809
0.0904	5.1881	2262	0.6009	0.5191	0.6009	0.7752
0.0904	5.1927	2264	0.5708	0.5191	0.5708	0.7555
0.0904	5.1972	2266	0.5459	0.5191	0.5459	0.7388
0.0904	5.2018	2268	0.5432	0.4831	0.5432	0.7370
0.0904	5.2064	2270	0.5412	0.5406	0.5412	0.7357
0.0904	5.2110	2272	0.5728	0.4667	0.5728	0.7568
0.0904	5.2156	2274	0.5998	0.4667	0.5998	0.7745
0.0904	5.2202	2276	0.5892	0.4667	0.5892	0.7676
0.0904	5.2248	2278	0.5889	0.4667	0.5889	0.7674
0.0904	5.2294	2280	0.5693	0.4667	0.5693	0.7545
0.0904	5.2339	2282	0.5253	0.5406	0.5253	0.7248
0.0904	5.2385	2284	0.4880	0.5477	0.4880	0.6986
0.0904	5.2431	2286	0.4727	0.5618	0.4727	0.6875
0.0904	5.2477	2288	0.4766	0.5618	0.4766	0.6904
0.0904	5.2523	2290	0.4993	0.5545	0.4993	0.7066
0.0904	5.2569	2292	0.5230	0.5477	0.5230	0.7232
0.0904	5.2615	2294	0.5629	0.5116	0.5629	0.7503
0.0904	5.2661	2296	0.5931	0.5116	0.5931	0.7701
0.0904	5.2706	2298	0.6047	0.5116	0.6047	0.7776
0.0904	5.2752	2300	0.6149	0.4457	0.6149	0.7842
0.0904	5.2798	2302	0.6045	0.4457	0.6045	0.7775
0.0904	5.2844	2304	0.5764	0.5832	0.5764	0.7592
0.0904	5.2890	2306	0.5329	0.5545	0.5329	0.7300
0.0904	5.2936	2308	0.5159	0.5545	0.5159	0.7183
0.0904	5.2982	2310	0.5271	0.5545	0.5271	0.7260
0.0904	5.3028	2312	0.5702	0.5477	0.5702	0.7551
0.0904	5.3073	2314	0.6284	0.4457	0.6284	0.7927
0.0904	5.3119	2316	0.6651	0.4451	0.6651	0.8156
0.0904	5.3165	2318	0.6713	0.4451	0.6713	0.8193
0.0904	5.3211	2320	0.6443	0.4457	0.6443	0.8027
0.0904	5.3257	2322	0.6314	0.4803	0.6314	0.7946
0.0904	5.3303	2324	0.6102	0.5832	0.6102	0.7812
0.0904	5.3349	2326	0.5802	0.5545	0.5802	0.7617
0.0904	5.3394	2328	0.5757	0.5545	0.5757	0.7588
0.0904	5.3440	2330	0.6001	0.5832	0.6001	0.7747
0.0904	5.3486	2332	0.6310	0.4803	0.6310	0.7944
0.0904	5.3532	2334	0.6303	0.4803	0.6303	0.7939
0.0904	5.3578	2336	0.6297	0.4803	0.6297	0.7935
0.0904	5.3624	2338	0.6354	0.4803	0.6354	0.7971
0.0904	5.3670	2340	0.6544	0.5103	0.6544	0.8089
0.0904	5.3716	2342	0.6655	0.5103	0.6655	0.8158
0.0904	5.3761	2344	0.6853	0.4779	0.6853	0.8278
0.0904	5.3807	2346	0.6782	0.4779	0.6782	0.8235
0.0904	5.3853	2348	0.6625	0.4779	0.6625	0.8140
0.0904	5.3899	2350	0.6315	0.4779	0.6315	0.7947
0.0904	5.3945	2352	0.5838	0.4803	0.5838	0.7641
0.0904	5.3991	2354	0.5448	0.5545	0.5448	0.7381
0.0904	5.4037	2356	0.5314	0.5545	0.5314	0.7290
0.0904	5.4083	2358	0.5305	0.5545	0.5305	0.7283
0.0904	5.4128	2360	0.5388	0.5832	0.5388	0.7341
0.0904	5.4174	2362	0.5401	0.5477	0.5401	0.7349
0.0904	5.4220	2364	0.5514	0.5477	0.5514	0.7426
0.0904	5.4266	2366	0.5794	0.4803	0.5794	0.7612
0.0904	5.4312	2368	0.5836	0.4727	0.5836	0.7639
0.0904	5.4358	2370	0.5552	0.5477	0.5552	0.7451
0.0904	5.4404	2372	0.5192	0.5477	0.5192	0.7205
0.0904	5.4450	2374	0.4944	0.5545	0.4944	0.7032
0.0904	5.4495	2376	0.4863	0.6526	0.4863	0.6973
0.0904	5.4541	2378	0.4900	0.5545	0.4900	0.7000
0.0904	5.4587	2380	0.5068	0.5477	0.5068	0.7119
0.0904	5.4633	2382	0.5073	0.5477	0.5073	0.7123
0.0904	5.4679	2384	0.4973	0.5477	0.4973	0.7052
0.0904	5.4725	2386	0.5061	0.5767	0.5061	0.7114
0.0904	5.4771	2388	0.5197	0.5767	0.5197	0.7209
0.0904	5.4817	2390	0.5398	0.6062	0.5398	0.7347
0.0904	5.4862	2392	0.5537	0.5347	0.5537	0.7441
0.0904	5.4908	2394	0.5478	0.6062	0.5478	0.7401
0.0904	5.4954	2396	0.5170	0.5477	0.5170	0.7190
0.0904	5.5	2398	0.4922	0.5895	0.4922	0.7016
0.0904	5.5046	2400	0.4856	0.5895	0.4856	0.6968
0.0904	5.5092	2402	0.4869	0.5895	0.4869	0.6978
0.0904	5.5138	2404	0.5080	0.5191	0.5080	0.7128
0.0904	5.5183	2406	0.5541	0.5767	0.5541	0.7444
0.0904	5.5229	2408	0.5749	0.6062	0.5749	0.7582
0.0904	5.5275	2410	0.5859	0.4667	0.5859	0.7655
0.0904	5.5321	2412	0.5672	0.6062	0.5672	0.7531
0.0904	5.5367	2414	0.5254	0.5477	0.5254	0.7248
0.0904	5.5413	2416	0.5071	0.5191	0.5071	0.7121
0.0904	5.5459	2418	0.5034	0.5545	0.5034	0.7095
0.0904	5.5505	2420	0.5189	0.5545	0.5189	0.7203
0.0904	5.5550	2422	0.5523	0.5545	0.5523	0.7431
0.0904	5.5596	2424	0.5804	0.4878	0.5804	0.7618
0.0904	5.5642	2426	0.5924	0.4878	0.5924	0.7697
0.0904	5.5688	2428	0.5771	0.4878	0.5771	0.7597
0.0904	5.5734	2430	0.5585	0.5545	0.5585	0.7474
0.0904	5.5780	2432	0.5531	0.5545	0.5531	0.7437
0.0904	5.5826	2434	0.5574	0.5191	0.5574	0.7466
0.0904	5.5872	2436	0.5568	0.5767	0.5568	0.7462
0.0904	5.5917	2438	0.5395	0.5477	0.5395	0.7345
0.0904	5.5963	2440	0.5167	0.5191	0.5167	0.7188
0.0904	5.6009	2442	0.4956	0.5545	0.4956	0.7040
0.0904	5.6055	2444	0.4897	0.5545	0.4897	0.6998
0.0904	5.6101	2446	0.4944	0.5545	0.4944	0.7031
0.0904	5.6147	2448	0.5197	0.5191	0.5197	0.7209
0.0904	5.6193	2450	0.5703	0.5767	0.5703	0.7552
0.0904	5.6239	2452	0.5981	0.6	0.5981	0.7734
0.0904	5.6284	2454	0.6099	0.5182	0.6099	0.7810
0.0904	5.6330	2456	0.5859	0.5689	0.5859	0.7655
0.0904	5.6376	2458	0.5460	0.5191	0.5460	0.7389
0.0904	5.6422	2460	0.5185	0.5191	0.5185	0.7200
0.0904	5.6468	2462	0.5122	0.5191	0.5122	0.7157
0.0904	5.6514	2464	0.5036	0.5191	0.5036	0.7097
0.0904	5.6560	2466	0.4869	0.5191	0.4869	0.6978
0.0904	5.6606	2468	0.4725	0.5545	0.4725	0.6874
0.0904	5.6651	2470	0.4769	0.5545	0.4769	0.6905

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