Arabic_FineTuningAraBERT_AugV4_k60_task2_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k60_task2_organization_fold0

Arabic_FineTuningAraBERT_AugV4_k60_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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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 16, 2024
Updated: Nov 16, 2024
SHA: 1b4524d2

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k60_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: 0.6125
Qwk: 0.4064
Mse: 0.6125
Rmse: 0.7826

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	0.0031	2	3.9562	-0.0276	3.9562	1.9890
No log	0.0062	4	2.5166	-0.0032	2.5166	1.5864
No log	0.0093	6	1.2285	0.0	1.2285	1.1084
No log	0.0123	8	0.7072	0.0187	0.7072	0.8409
No log	0.0154	10	0.7444	-0.0418	0.7444	0.8628
No log	0.0185	12	0.8177	0.0679	0.8177	0.9043
No log	0.0216	14	0.7493	0.2423	0.7493	0.8656
No log	0.0247	16	1.0212	0.0386	1.0212	1.0106
No log	0.0278	18	1.4953	0.0803	1.4953	1.2228
No log	0.0309	20	1.0491	-0.0744	1.0491	1.0242
No log	0.0340	22	1.1167	-0.2407	1.1167	1.0567
No log	0.0370	24	1.4391	0.0637	1.4391	1.1996
No log	0.0401	26	1.5515	0.0955	1.5515	1.2456
No log	0.0432	28	1.3304	0.0030	1.3304	1.1534
No log	0.0463	30	0.9796	0.0	0.9796	0.9898
No log	0.0494	32	0.7228	0.0735	0.7228	0.8502
No log	0.0525	34	0.7176	0.2150	0.7176	0.8471
No log	0.0556	36	0.6955	0.1356	0.6955	0.8339
No log	0.0586	38	0.8579	0.0	0.8579	0.9262
No log	0.0617	40	1.2570	0.1600	1.2570	1.1212
No log	0.0648	42	1.4306	0.1707	1.4306	1.1961
No log	0.0679	44	1.2264	0.0418	1.2264	1.1074
No log	0.0710	46	0.8766	0.0258	0.8766	0.9363
No log	0.0741	48	0.8087	0.0258	0.8087	0.8993
No log	0.0772	50	0.8244	0.0258	0.8244	0.9080
No log	0.0802	52	0.9117	0.0258	0.9117	0.9548
No log	0.0833	54	1.0149	-0.1639	1.0149	1.0074
No log	0.0864	56	1.0045	0.0	1.0045	1.0022
No log	0.0895	58	0.9587	0.0	0.9587	0.9791
No log	0.0926	60	0.9113	0.0	0.9113	0.9546
No log	0.0957	62	1.0207	0.2699	1.0207	1.0103
No log	0.0988	64	1.0034	0.2699	1.0034	1.0017
No log	0.1019	66	1.0301	0.0	1.0301	1.0149
No log	0.1049	68	1.0834	0.0	1.0834	1.0408
No log	0.1080	70	0.9826	0.0258	0.9826	0.9912
No log	0.1111	72	0.9820	0.0	0.9820	0.9910
No log	0.1142	74	1.1533	0.1236	1.1533	1.0739
No log	0.1173	76	1.3931	0.1135	1.3931	1.1803
No log	0.1204	78	1.2062	0.0982	1.2062	1.0983
No log	0.1235	80	1.0411	0.2459	1.0411	1.0204
No log	0.1265	82	1.1029	0.1176	1.1029	1.0502
No log	0.1296	84	1.4542	0.1418	1.4542	1.2059
No log	0.1327	86	1.6885	0.1045	1.6885	1.2994
No log	0.1358	88	1.4841	0.0764	1.4841	1.2182
No log	0.1389	90	1.2113	0.2718	1.2113	1.1006
No log	0.1420	92	1.0174	0.3803	1.0174	1.0087
No log	0.1451	94	0.8244	0.2846	0.8244	0.9080
No log	0.1481	96	0.8705	0.2948	0.8705	0.9330
No log	0.1512	98	1.0621	0.4112	1.0621	1.0306
No log	0.1543	100	1.2181	0.2374	1.2181	1.1037
No log	0.1574	102	1.4943	0.0910	1.4943	1.2224
No log	0.1605	104	1.3815	0.2128	1.3815	1.1754
No log	0.1636	106	1.3158	0.2025	1.3158	1.1471
No log	0.1667	108	1.0921	0.2887	1.0921	1.0450
No log	0.1698	110	1.1654	0.1788	1.1654	1.0795
No log	0.1728	112	1.4317	0.1736	1.4317	1.1966
No log	0.1759	114	1.2817	0.1620	1.2817	1.1321
No log	0.1790	116	1.4055	0.1736	1.4055	1.1855
No log	0.1821	118	1.3691	0.1736	1.3691	1.1701
No log	0.1852	120	1.2033	0.2025	1.2033	1.0969
No log	0.1883	122	1.0211	0.2470	1.0211	1.0105
No log	0.1914	124	1.1677	0.2025	1.1677	1.0806
No log	0.1944	126	1.2845	0.1620	1.2845	1.1334
No log	0.1975	128	1.2194	0.2470	1.2194	1.1043
No log	0.2006	130	0.9173	0.4099	0.9173	0.9578
No log	0.2037	132	0.6997	0.3277	0.6997	0.8365
No log	0.2068	134	0.6687	0.3731	0.6687	0.8177
No log	0.2099	136	0.8684	0.3458	0.8684	0.9319
No log	0.2130	138	1.2887	0.2025	1.2887	1.1352
No log	0.2160	140	1.7868	0.1600	1.7867	1.3367
No log	0.2191	142	1.7430	0.1600	1.7430	1.3202
No log	0.2222	144	1.1222	0.3547	1.1222	1.0593
No log	0.2253	146	0.9362	0.3505	0.9362	0.9676
No log	0.2284	148	1.2877	0.1912	1.2877	1.1348
No log	0.2315	150	1.2491	0.2025	1.2491	1.1176
No log	0.2346	152	0.9129	0.3198	0.9129	0.9554
No log	0.2377	154	0.7986	0.2000	0.7986	0.8937
No log	0.2407	156	0.8680	0.2606	0.8680	0.9316
No log	0.2438	158	1.0180	0.3505	1.0180	1.0089
No log	0.2469	160	1.2487	0.1912	1.2487	1.1175
No log	0.25	162	1.2171	0.3301	1.2171	1.1032
No log	0.2531	164	1.1671	0.3301	1.1671	1.0803
No log	0.2562	166	0.8427	0.3860	0.8427	0.9180
No log	0.2593	168	0.7080	0.5	0.7080	0.8414
No log	0.2623	170	0.9805	0.3860	0.9805	0.9902
No log	0.2654	172	1.7464	0.1736	1.7464	1.3215
No log	0.2685	174	1.9481	0.1045	1.9481	1.3958
No log	0.2716	176	1.6652	0.1842	1.6652	1.2904
No log	0.2747	178	1.0717	0.2961	1.0717	1.0352
No log	0.2778	180	0.7683	0.3288	0.7683	0.8765
No log	0.2809	182	0.7067	0.4631	0.7067	0.8406
No log	0.2840	184	0.7002	0.4893	0.7002	0.8367
No log	0.2870	186	0.9197	0.3860	0.9197	0.9590
No log	0.2901	188	0.9768	0.3505	0.9768	0.9883
No log	0.2932	190	0.8028	0.4492	0.8028	0.8960
No log	0.2963	192	0.6798	0.4503	0.6798	0.8245
No log	0.2994	194	0.7596	0.4492	0.7596	0.8715
No log	0.3025	196	0.7712	0.4492	0.7712	0.8782
No log	0.3056	198	0.7247	0.4492	0.7247	0.8513
No log	0.3086	200	0.6382	0.4503	0.6382	0.7989
No log	0.3117	202	0.7105	0.4503	0.7105	0.8429
No log	0.3148	204	1.0268	0.4220	1.0268	1.0133
No log	0.3179	206	1.1143	0.3505	1.1143	1.0556
No log	0.3210	208	0.8392	0.3833	0.8392	0.9161
No log	0.3241	210	0.7788	0.4503	0.7788	0.8825
No log	0.3272	212	0.9007	0.3505	0.9007	0.9491
No log	0.3302	214	1.0179	0.3505	1.0179	1.0089
No log	0.3333	216	1.0251	0.3636	1.0251	1.0125
No log	0.3364	218	0.8786	0.4581	0.8786	0.9373
No log	0.3395	220	0.7873	0.4667	0.7873	0.8873
No log	0.3426	222	0.7856	0.4378	0.7856	0.8863
No log	0.3457	224	0.9189	0.4049	0.9189	0.9586
No log	0.3488	226	1.0315	0.3948	1.0315	1.0156
No log	0.3519	228	1.2286	0.2873	1.2286	1.1084
No log	0.3549	230	1.0508	0.4295	1.0508	1.0251
No log	0.3580	232	1.0106	0.3948	1.0106	1.0053
No log	0.3611	234	0.8791	0.3437	0.8791	0.9376
No log	0.3642	236	0.8355	0.3437	0.8355	0.9140
No log	0.3673	238	1.0662	0.3860	1.0662	1.0326
No log	0.3704	240	1.1807	0.3860	1.1807	1.0866
No log	0.3735	242	1.0357	0.3860	1.0357	1.0177
No log	0.3765	244	0.9647	0.3833	0.9647	0.9822
No log	0.3796	246	0.9174	0.3833	0.9174	0.9578
No log	0.3827	248	0.9834	0.3458	0.9834	0.9916
No log	0.3858	250	1.2493	0.2374	1.2493	1.1177
No log	0.3889	252	1.2528	0.2470	1.2528	1.1193
No log	0.3920	254	1.1698	0.2718	1.1698	1.0816
No log	0.3951	256	1.2075	0.2891	1.2075	1.0989
No log	0.3981	258	1.4492	0.2650	1.4492	1.2038
No log	0.4012	260	1.5281	0.2288	1.5281	1.2362
No log	0.4043	262	1.7090	0.1932	1.7090	1.3073
No log	0.4074	264	1.5784	0.1932	1.5784	1.2563
No log	0.4105	266	1.2859	0.2650	1.2859	1.1340
No log	0.4136	268	1.1756	0.2569	1.1756	1.0842
No log	0.4167	270	0.9079	0.3599	0.9079	0.9529
No log	0.4198	272	0.8195	0.3691	0.8195	0.9053
No log	0.4228	274	0.9381	0.3599	0.9381	0.9685
No log	0.4259	276	1.1798	0.2470	1.1798	1.0862
No log	0.4290	278	1.3388	0.1112	1.3388	1.1571
No log	0.4321	280	1.5813	0.1250	1.5813	1.2575
No log	0.4352	282	1.5330	0.1250	1.5330	1.2382
No log	0.4383	284	1.3782	0.1112	1.3782	1.1740
No log	0.4414	286	1.0473	0.3505	1.0473	1.0234
No log	0.4444	288	0.9373	0.3860	0.9373	0.9681
No log	0.4475	290	1.1734	0.3505	1.1734	1.0833
No log	0.4506	292	1.2074	0.3905	1.2074	1.0988
No log	0.4537	294	0.8282	0.3833	0.8282	0.9100
No log	0.4568	296	0.6095	0.4615	0.6095	0.7807
No log	0.4599	298	0.6707	0.4195	0.6707	0.8190
No log	0.4630	300	1.0492	0.3505	1.0492	1.0243
No log	0.4660	302	1.6755	0.1045	1.6755	1.2944
No log	0.4691	304	1.6953	0.1045	1.6953	1.3020
No log	0.4722	306	1.3000	0.3505	1.3000	1.1402
No log	0.4753	308	0.8553	0.3860	0.8553	0.9248
No log	0.4784	310	0.7655	0.3558	0.7655	0.8749
No log	0.4815	312	0.8399	0.3599	0.8399	0.9165
No log	0.4846	314	1.0378	0.3505	1.0378	1.0187
No log	0.4877	316	1.2212	0.2374	1.2212	1.1051
No log	0.4907	318	1.5094	0.1736	1.5094	1.2286
No log	0.4938	320	1.5456	0.1736	1.5456	1.2432
No log	0.4969	322	1.3669	0.1494	1.3669	1.1691
No log	0.5	324	1.2633	0.1912	1.2633	1.1240
No log	0.5031	326	1.2691	0.1912	1.2691	1.1266
No log	0.5062	328	1.2039	0.2374	1.2039	1.0972
No log	0.5093	330	1.1350	0.2374	1.1350	1.0653
No log	0.5123	332	0.9773	0.3246	0.9773	0.9886
No log	0.5154	334	0.9907	0.3246	0.9907	0.9953
No log	0.5185	336	0.9354	0.3691	0.9354	0.9672
No log	0.5216	338	0.7899	0.3780	0.7899	0.8888
No log	0.5247	340	0.8727	0.3691	0.8727	0.9342
No log	0.5278	342	1.0401	0.3948	1.0401	1.0199
No log	0.5309	344	1.0847	0.3599	1.0847	1.0415
No log	0.5340	346	1.1389	0.3599	1.1389	1.0672
No log	0.5370	348	1.1130	0.3599	1.1130	1.0550
No log	0.5401	350	0.9336	0.3599	0.9336	0.9662
No log	0.5432	352	0.7131	0.3656	0.7131	0.8444
No log	0.5463	354	0.6686	0.4286	0.6686	0.8177
No log	0.5494	356	0.7497	0.3558	0.7497	0.8659
No log	0.5525	358	0.7658	0.3833	0.7658	0.8751
No log	0.5556	360	0.6959	0.3616	0.6959	0.8342
No log	0.5586	362	0.7185	0.3616	0.7185	0.8476
No log	0.5617	364	0.8175	0.3558	0.8175	0.9042
No log	0.5648	366	1.0354	0.3505	1.0354	1.0176
No log	0.5679	368	1.1291	0.2374	1.1291	1.0626
No log	0.5710	370	1.0772	0.3505	1.0772	1.0379
No log	0.5741	372	1.2024	0.2374	1.2024	1.0965
No log	0.5772	374	1.2321	0.2374	1.2321	1.1100
No log	0.5802	376	1.1589	0.2374	1.1589	1.0765
No log	0.5833	378	1.0869	0.3505	1.0869	1.0425
No log	0.5864	380	0.9555	0.3860	0.9555	0.9775
No log	0.5895	382	0.8528	0.3807	0.8528	0.9235
No log	0.5926	384	0.9184	0.4049	0.9184	0.9584
No log	0.5957	386	0.9894	0.4049	0.9894	0.9947
No log	0.5988	388	0.9910	0.3967	0.9910	0.9955
No log	0.6019	390	1.0438	0.3636	1.0438	1.0217
No log	0.6049	392	1.2281	0.2569	1.2281	1.1082
No log	0.6080	394	1.2183	0.2569	1.2183	1.1038
No log	0.6111	396	1.1621	0.2569	1.1621	1.0780
No log	0.6142	398	0.9486	0.3636	0.9486	0.9739
No log	0.6173	400	0.7876	0.496	0.7876	0.8875
No log	0.6204	402	0.6966	0.4381	0.6966	0.8347
No log	0.6235	404	0.7323	0.3807	0.7323	0.8557
No log	0.6265	406	0.9373	0.3967	0.9373	0.9681
No log	0.6296	408	1.2338	0.3175	1.2338	1.1108
No log	0.6327	410	1.1601	0.2868	1.1601	1.0771
No log	0.6358	412	0.8318	0.4209	0.8318	0.9120
No log	0.6389	414	0.5845	0.5039	0.5845	0.7645
No log	0.6420	416	0.5901	0.475	0.5901	0.7682
No log	0.6451	418	0.7148	0.4553	0.7148	0.8455
No log	0.6481	420	0.7470	0.4292	0.7470	0.8643
No log	0.6512	422	0.7113	0.4292	0.7113	0.8434
No log	0.6543	424	0.6969	0.4290	0.6969	0.8348
No log	0.6574	426	0.6781	0.4195	0.6781	0.8235
No log	0.6605	428	0.7077	0.3803	0.7077	0.8413
No log	0.6636	430	0.6691	0.4503	0.6691	0.8180
No log	0.6667	432	0.5824	0.3846	0.5824	0.7631
No log	0.6698	434	0.6440	0.4503	0.6440	0.8025
No log	0.6728	436	0.8798	0.3458	0.8798	0.9380
No log	0.6759	438	1.1123	0.2374	1.1123	1.0547
No log	0.6790	440	1.0704	0.2718	1.0704	1.0346
No log	0.6821	442	0.8223	0.3656	0.8223	0.9068
No log	0.6852	444	0.6772	0.3438	0.6772	0.8229
No log	0.6883	446	0.6885	0.3438	0.6885	0.8297
No log	0.6914	448	0.7846	0.3656	0.7846	0.8858
No log	0.6944	450	0.8370	0.3691	0.8370	0.9149
No log	0.6975	452	0.9234	0.3691	0.9234	0.9609
No log	0.7006	454	1.0025	0.3246	1.0025	1.0012
No log	0.7037	456	0.9839	0.3246	0.9839	0.9919
No log	0.7068	458	0.8458	0.3558	0.8458	0.9197
No log	0.7099	460	0.7535	0.4286	0.7535	0.8680
No log	0.7130	462	0.6886	0.4080	0.6886	0.8298
No log	0.7160	464	0.7402	0.4688	0.7402	0.8603
No log	0.7191	466	0.9229	0.4049	0.9229	0.9607
No log	0.7222	468	1.1363	0.265	1.1363	1.0660
No log	0.7253	470	1.1196	0.2374	1.1196	1.0581
No log	0.7284	472	1.0866	0.2374	1.0866	1.0424
No log	0.7315	474	1.0379	0.3458	1.0379	1.0188
No log	0.7346	476	0.9375	0.3405	0.9375	0.9682
No log	0.7377	478	0.7960	0.3277	0.7960	0.8922
No log	0.7407	480	0.7517	0.3401	0.7517	0.8670
No log	0.7438	482	0.7640	0.4187	0.7640	0.8741
No log	0.7469	484	0.7063	0.4378	0.7063	0.8404
No log	0.75	486	0.7483	0.3807	0.7483	0.8650
No log	0.7531	488	0.8533	0.3807	0.8533	0.9237
No log	0.7562	490	0.9942	0.3807	0.9942	0.9971
No log	0.7593	492	1.0717	0.3691	1.0717	1.0352
No log	0.7623	494	0.9194	0.4062	0.9194	0.9588
No log	0.7654	496	0.7361	0.4727	0.7361	0.8580
No log	0.7685	498	0.7339	0.3021	0.7339	0.8567
0.4601	0.7716	500	0.8928	0.4062	0.8928	0.9449
0.4601	0.7747	502	1.0885	0.3175	1.0885	1.0433
0.4601	0.7778	504	1.1030	0.3175	1.1030	1.0502
0.4601	0.7809	506	0.9474	0.3860	0.9474	0.9733
0.4601	0.7840	508	0.7425	0.3115	0.7425	0.8617
0.4601	0.7870	510	0.6507	0.3846	0.6507	0.8067
0.4601	0.7901	512	0.6285	0.3846	0.6285	0.7928
0.4601	0.7932	514	0.6882	0.3226	0.6882	0.8295
0.4601	0.7963	516	0.8434	0.3948	0.8434	0.9184
0.4601	0.7994	518	1.0388	0.4295	1.0388	1.0192
0.4601	0.8025	520	1.0063	0.4295	1.0063	1.0032
0.4601	0.8056	522	1.0075	0.4295	1.0075	1.0037
0.4601	0.8086	524	0.9903	0.4366	0.9903	0.9951
0.4601	0.8117	526	0.8627	0.3928	0.8627	0.9288
0.4601	0.8148	528	0.8089	0.4049	0.8089	0.8994
0.4601	0.8179	530	0.7660	0.4049	0.7660	0.8752
0.4601	0.8210	532	0.6743	0.3927	0.6743	0.8212
0.4601	0.8241	534	0.6765	0.4202	0.6765	0.8225
0.4601	0.8272	536	0.7075	0.3860	0.7075	0.8412
0.4601	0.8302	538	0.8322	0.3860	0.8322	0.9122
0.4601	0.8333	540	0.9305	0.3860	0.9305	0.9646
0.4601	0.8364	542	0.8552	0.3860	0.8552	0.9248
0.4601	0.8395	544	0.6745	0.4288	0.6745	0.8213
0.4601	0.8426	546	0.5646	0.4861	0.5646	0.7514
0.4601	0.8457	548	0.5720	0.4861	0.5720	0.7563
0.4601	0.8488	550	0.7258	0.3486	0.7258	0.8520
0.4601	0.8519	552	1.0017	0.4074	1.0017	1.0008
0.4601	0.8549	554	1.0536	0.4074	1.0536	1.0264
0.4601	0.8580	556	1.0508	0.4074	1.0508	1.0251
0.4601	0.8611	558	0.8234	0.4128	0.8234	0.9074
0.4601	0.8642	560	0.6677	0.4831	0.6677	0.8171
0.4601	0.8673	562	0.6244	0.4861	0.6244	0.7902
0.4601	0.8704	564	0.7500	0.4378	0.7500	0.8661
0.4601	0.8735	566	0.8394	0.4288	0.8394	0.9162
0.4601	0.8765	568	0.7984	0.4667	0.7984	0.8935
0.4601	0.8796	570	0.8533	0.4288	0.8533	0.9237
0.4601	0.8827	572	0.9567	0.3058	0.9567	0.9781
0.4601	0.8858	574	1.0752	0.2718	1.0752	1.0369
0.4601	0.8889	576	1.1776	0.2718	1.1776	1.0852
0.4601	0.8920	578	1.1536	0.2718	1.1536	1.0740
0.4601	0.8951	580	1.0318	0.3208	1.0318	1.0158
0.4601	0.8981	582	0.8423	0.3889	0.8423	0.9178
0.4601	0.9012	584	0.7925	0.3889	0.7925	0.8902
0.4601	0.9043	586	0.9193	0.3807	0.9193	0.9588
0.4601	0.9074	588	1.2392	0.2243	1.2392	1.1132
0.4601	0.9105	590	1.5710	0.0910	1.5710	1.2534
0.4601	0.9136	592	1.6724	0.0597	1.6724	1.2932
0.4601	0.9167	594	1.5876	0.0910	1.5876	1.2600
0.4601	0.9198	596	1.3301	0.0910	1.3301	1.1533
0.4601	0.9228	598	1.1568	0.2797	1.1568	1.0756
0.4601	0.9259	600	0.9752	0.4215	0.9752	0.9875
0.4601	0.9290	602	0.7711	0.3521	0.7711	0.8781
0.4601	0.9321	604	0.7002	0.3201	0.7002	0.8368
0.4601	0.9352	606	0.7426	0.3980	0.7426	0.8617
0.4601	0.9383	608	0.8753	0.4290	0.8753	0.9356
0.4601	0.9414	610	1.0779	0.3967	1.0779	1.0382
0.4601	0.9444	612	1.1005	0.3967	1.1005	1.0490
0.4601	0.9475	614	0.9519	0.3948	0.9519	0.9757
0.4601	0.9506	616	0.7413	0.3948	0.7413	0.8610
0.4601	0.9537	618	0.6862	0.4	0.6862	0.8284
0.4601	0.9568	620	0.7295	0.3948	0.7295	0.8541
0.4601	0.9599	622	0.8306	0.3948	0.8306	0.9114
0.4601	0.9630	624	0.8566	0.3948	0.8566	0.9255
0.4601	0.9660	626	0.8344	0.3599	0.8344	0.9134
0.4601	0.9691	628	0.7943	0.3948	0.7943	0.8913
0.4601	0.9722	630	0.6716	0.4290	0.6716	0.8195
0.4601	0.9753	632	0.5701	0.496	0.5701	0.7550
0.4601	0.9784	634	0.6048	0.4290	0.6048	0.7777
0.4601	0.9815	636	0.8177	0.4209	0.8177	0.9043
0.4601	0.9846	638	0.9964	0.3860	0.9964	0.9982
0.4601	0.9877	640	0.9544	0.3860	0.9544	0.9769
0.4601	0.9907	642	0.8849	0.4209	0.8849	0.9407
0.4601	0.9938	644	0.7845	0.4209	0.7845	0.8857
0.4601	0.9969	646	0.7131	0.4202	0.7131	0.8445
0.4601	1.0	648	0.7830	0.4202	0.7830	0.8849
0.4601	1.0031	650	1.0155	0.2797	1.0155	1.0077
0.4601	1.0062	652	1.1726	0.2797	1.1726	1.0829
0.4601	1.0093	654	1.0419	0.3883	1.0419	1.0207
0.4601	1.0123	656	0.8037	0.3860	0.8037	0.8965
0.4601	1.0154	658	0.6529	0.3833	0.6529	0.8080
0.4601	1.0185	660	0.6581	0.3803	0.6581	0.8112
0.4601	1.0216	662	0.7233	0.3833	0.7233	0.8505
0.4601	1.0247	664	0.8005	0.3860	0.8005	0.8947
0.4601	1.0278	666	0.7836	0.3860	0.7836	0.8852
0.4601	1.0309	668	0.6855	0.3803	0.6855	0.8280
0.4601	1.0340	670	0.6611	0.4503	0.6611	0.8131
0.4601	1.0370	672	0.7413	0.3860	0.7413	0.8610
0.4601	1.0401	674	0.7727	0.3860	0.7727	0.8791
0.4601	1.0432	676	0.7108	0.3860	0.7108	0.8431
0.4601	1.0463	678	0.7864	0.3860	0.7864	0.8868
0.4601	1.0494	680	0.8535	0.3860	0.8535	0.9238
0.4601	1.0525	682	0.7357	0.3860	0.7357	0.8578
0.4601	1.0556	684	0.5480	0.5	0.5480	0.7402
0.4601	1.0586	686	0.4949	0.4776	0.4949	0.7035
0.4601	1.0617	688	0.5310	0.4776	0.5310	0.7287
0.4601	1.0648	690	0.7157	0.4553	0.7157	0.8460
0.4601	1.0679	692	0.9886	0.3883	0.9886	0.9943
0.4601	1.0710	694	1.3039	0.2868	1.3039	1.1419
0.4601	1.0741	696	1.2437	0.2868	1.2437	1.1152
0.4601	1.0772	698	0.9813	0.3860	0.9813	0.9906
0.4601	1.0802	700	0.7024	0.4292	0.7024	0.8381
0.4601	1.0833	702	0.5165	0.5855	0.5165	0.7187
0.4601	1.0864	704	0.4727	0.5714	0.4727	0.6875
0.4601	1.0895	706	0.4868	0.5855	0.4868	0.6977
0.4601	1.0926	708	0.5885	0.4	0.5885	0.7671
0.4601	1.0957	710	0.8553	0.3860	0.8554	0.9249
0.4601	1.0988	712	1.1074	0.3505	1.1074	1.0524
0.4601	1.1019	714	1.1451	0.3505	1.1451	1.0701
0.4601	1.1049	716	1.0574	0.3505	1.0574	1.0283
0.4601	1.1080	718	0.9607	0.4112	0.9607	0.9802
0.4601	1.1111	720	0.7961	0.4503	0.7961	0.8923
0.4601	1.1142	722	0.6962	0.4913	0.6962	0.8344
0.4601	1.1173	724	0.6887	0.4202	0.6887	0.8299
0.4601	1.1204	726	0.7320	0.4209	0.7320	0.8556
0.4601	1.1235	728	0.8740	0.4531	0.8740	0.9349
0.4601	1.1265	730	1.0376	0.4531	1.0376	1.0186
0.4601	1.1296	732	1.1177	0.4225	1.1177	1.0572
0.4601	1.1327	734	0.9973	0.4220	0.9973	0.9987
0.4601	1.1358	736	0.8721	0.4209	0.8721	0.9338
0.4601	1.1389	738	0.7227	0.4209	0.7227	0.8501
0.4601	1.1420	740	0.7243	0.4209	0.7243	0.8510
0.4601	1.1451	742	0.8419	0.4209	0.8419	0.9176
0.4601	1.1481	744	1.0607	0.3505	1.0607	1.0299
0.4601	1.1512	746	1.2151	0.3547	1.2151	1.1023
0.4601	1.1543	748	1.2121	0.3547	1.2121	1.1010
0.4601	1.1574	750	1.0349	0.3505	1.0349	1.0173
0.4601	1.1605	752	0.9112	0.3860	0.9112	0.9545
0.4601	1.1636	754	0.7978	0.4209	0.7978	0.8932
0.4601	1.1667	756	0.6780	0.4847	0.6780	0.8234
0.4601	1.1698	758	0.6483	0.4	0.6483	0.8052
0.4601	1.1728	760	0.7571	0.4049	0.7571	0.8701
0.4601	1.1759	762	0.9389	0.4293	0.9389	0.9690
0.4601	1.1790	764	1.1462	0.4531	1.1462	1.0706
0.4601	1.1821	766	1.1771	0.3905	1.1771	1.0849
0.4601	1.1852	768	1.2028	0.3905	1.2028	1.0967
0.4601	1.1883	770	1.0236	0.3505	1.0236	1.0117
0.4601	1.1914	772	0.8202	0.3505	0.8202	0.9057
0.4601	1.1944	774	0.6993	0.3198	0.6993	0.8362
0.4601	1.1975	776	0.6957	0.3198	0.6957	0.8341
0.4601	1.2006	778	0.7668	0.4085	0.7668	0.8756
0.4601	1.2037	780	0.9793	0.3505	0.9793	0.9896
0.4601	1.2068	782	1.1049	0.3905	1.1049	1.0511
0.4601	1.2099	784	1.0463	0.3905	1.0463	1.0229
0.4601	1.2130	786	0.8691	0.4220	0.8691	0.9322
0.4601	1.2160	788	0.6719	0.4597	0.6719	0.8197
0.4601	1.2191	790	0.6076	0.3811	0.6076	0.7795
0.4601	1.2222	792	0.6168	0.3846	0.6168	0.7854
0.4601	1.2253	794	0.7353	0.4482	0.7353	0.8575
0.4601	1.2284	796	0.8793	0.3505	0.8793	0.9377
0.4601	1.2315	798	0.8978	0.3505	0.8978	0.9475
0.4601	1.2346	800	0.9298	0.3505	0.9298	0.9642
0.4601	1.2377	802	0.8255	0.3860	0.8255	0.9085
0.4601	1.2407	804	0.6423	0.4492	0.6423	0.8015
0.4601	1.2438	806	0.4991	0.3811	0.4991	0.7065
0.4601	1.2469	808	0.4801	0.3931	0.4801	0.6929
0.4601	1.25	810	0.5307	0.3463	0.5307	0.7285
0.4601	1.2531	812	0.6879	0.4847	0.6879	0.8294
0.4601	1.2562	814	0.8287	0.4220	0.8287	0.9104
0.4601	1.2593	816	0.9563	0.4220	0.9563	0.9779
0.4601	1.2623	818	0.9795	0.4220	0.9795	0.9897
0.4601	1.2654	820	0.9372	0.3505	0.9372	0.9681
0.4601	1.2685	822	0.8396	0.3860	0.8396	0.9163
0.4601	1.2716	824	0.7683	0.4492	0.7683	0.8766
0.4601	1.2747	826	0.7544	0.4492	0.7544	0.8685
0.4601	1.2778	828	0.7883	0.4492	0.7883	0.8879
0.4601	1.2809	830	0.9230	0.3860	0.9230	0.9607
0.4601	1.2840	832	1.0414	0.4220	1.0414	1.0205
0.4601	1.2870	834	1.1307	0.2868	1.1307	1.0633
0.4601	1.2901	836	1.1660	0.2868	1.1660	1.0798
0.4601	1.2932	838	1.0217	0.3175	1.0217	1.0108
0.4601	1.2963	840	0.8188	0.4581	0.8188	0.9049
0.4601	1.2994	842	0.7068	0.4597	0.7068	0.8407
0.4601	1.3025	844	0.7164	0.4597	0.7164	0.8464
0.4601	1.3056	846	0.7000	0.4597	0.7000	0.8367
0.4601	1.3086	848	0.7216	0.4187	0.7216	0.8495
0.4601	1.3117	850	0.7972	0.4492	0.7972	0.8929
0.4601	1.3148	852	0.8757	0.4492	0.8757	0.9358
0.4601	1.3179	854	0.8464	0.4492	0.8464	0.9200
0.4601	1.3210	856	0.7112	0.4581	0.7112	0.8433
0.4601	1.3241	858	0.6149	0.4688	0.6149	0.7842
0.4601	1.3272	860	0.5355	0.475	0.5355	0.7318
0.4601	1.3302	862	0.5504	0.5116	0.5504	0.7419
0.4601	1.3333	864	0.6872	0.4667	0.6872	0.8290
0.4601	1.3364	866	0.7980	0.4292	0.7980	0.8933
0.4601	1.3395	868	0.9387	0.3860	0.9387	0.9688
0.4601	1.3426	870	0.9691	0.3860	0.9691	0.9844
0.4601	1.3457	872	0.8421	0.3833	0.8421	0.9177
0.4601	1.3488	874	0.7245	0.4503	0.7245	0.8512
0.4601	1.3519	876	0.6258	0.5	0.6258	0.7911
0.4601	1.3549	878	0.6089	0.5	0.6089	0.7803
0.4601	1.3580	880	0.6014	0.4688	0.6014	0.7755
0.4601	1.3611	882	0.6365	0.4688	0.6365	0.7978
0.4601	1.3642	884	0.6430	0.475	0.6430	0.8019
0.4601	1.3673	886	0.6394	0.4118	0.6394	0.7996
0.4601	1.3704	888	0.6246	0.4018	0.6246	0.7903
0.4601	1.3735	890	0.6341	0.4018	0.6341	0.7963
0.4601	1.3765	892	0.7075	0.4034	0.7075	0.8411
0.4601	1.3796	894	0.8360	0.3860	0.8360	0.9144
0.4601	1.3827	896	0.8176	0.3860	0.8176	0.9042
0.4601	1.3858	898	0.7378	0.3927	0.7378	0.8589
0.4601	1.3889	900	0.6906	0.4288	0.6906	0.8310
0.4601	1.3920	902	0.7201	0.4290	0.7201	0.8486
0.4601	1.3951	904	0.7126	0.4375	0.7126	0.8442
0.4601	1.3981	906	0.6377	0.4106	0.6377	0.7986
0.4601	1.4012	908	0.6158	0.4803	0.6158	0.7847
0.4601	1.4043	910	0.6464	0.4	0.6464	0.8040
0.4601	1.4074	912	0.6376	0.475	0.6376	0.7985
0.4601	1.4105	914	0.7382	0.4368	0.7382	0.8592
0.4601	1.4136	916	0.8082	0.4602	0.8082	0.8990
0.4601	1.4167	918	0.8901	0.4295	0.8901	0.9435
0.4601	1.4198	920	0.8059	0.3948	0.8059	0.8977
0.4601	1.4228	922	0.6645	0.4288	0.6645	0.8152
0.4601	1.4259	924	0.6697	0.4597	0.6697	0.8184
0.4601	1.4290	926	0.7605	0.3512	0.7605	0.8721
0.4601	1.4321	928	1.0125	0.3505	1.0125	1.0062
0.4601	1.4352	930	1.0748	0.3505	1.0748	1.0367
0.4601	1.4383	932	0.9304	0.3505	0.9304	0.9646
0.4601	1.4414	934	0.7198	0.4503	0.7198	0.8484
0.4601	1.4444	936	0.5744	0.5	0.5744	0.7579
0.4601	1.4475	938	0.5490	0.4688	0.5490	0.7409
0.4601	1.4506	940	0.5942	0.5	0.5942	0.7708
0.4601	1.4537	942	0.7402	0.3512	0.7402	0.8604
0.4601	1.4568	944	0.9168	0.3860	0.9168	0.9575
0.4601	1.4599	946	0.9373	0.4220	0.9373	0.9681
0.4601	1.4630	948	0.9889	0.3860	0.9889	0.9944
0.4601	1.4660	950	0.9500	0.3967	0.9500	0.9747
0.4601	1.4691	952	0.8086	0.3691	0.8086	0.8992
0.4601	1.4722	954	0.6767	0.3980	0.6767	0.8226
0.4601	1.4753	956	0.6357	0.3783	0.6357	0.7973
0.4601	1.4784	958	0.6472	0.3783	0.6472	0.8045
0.4601	1.4815	960	0.7416	0.4034	0.7416	0.8611
0.4601	1.4846	962	0.9566	0.3599	0.9566	0.9780
0.4601	1.4877	964	1.1588	0.2243	1.1588	1.0765
0.4601	1.4907	966	1.1349	0.3301	1.1349	1.0653
0.4601	1.4938	968	0.9801	0.3599	0.9801	0.9900
0.4601	1.4969	970	0.7457	0.4292	0.7457	0.8635
0.4601	1.5	972	0.6612	0.4034	0.6612	0.8132
0.4601	1.5031	974	0.6574	0.3927	0.6574	0.8108
0.4601	1.5062	976	0.6632	0.3803	0.6632	0.8144
0.4601	1.5093	978	0.6805	0.3803	0.6805	0.8249
0.4601	1.5123	980	0.6312	0.3803	0.6312	0.7945
0.4601	1.5154	982	0.5885	0.3512	0.5885	0.7672
0.4601	1.5185	984	0.5886	0.5347	0.5886	0.7672
0.4601	1.5216	986	0.6283	0.5246	0.6283	0.7926
0.4601	1.5247	988	0.6648	0.5246	0.6648	0.8153
0.4601	1.5278	990	0.6360	0.5227	0.6360	0.7975
0.4601	1.5309	992	0.5453	0.5039	0.5453	0.7384
0.4601	1.5340	994	0.5132	0.5039	0.5132	0.7164
0.4601	1.5370	996	0.5654	0.5277	0.5654	0.7519
0.4601	1.5401	998	0.6509	0.5277	0.6509	0.8068
0.1704	1.5432	1000	0.7849	0.3948	0.7849	0.8860
0.1704	1.5463	1002	0.8769	0.3860	0.8769	0.9364
0.1704	1.5494	1004	0.9179	0.3505	0.9179	0.9581
0.1704	1.5525	1006	0.8288	0.3505	0.8288	0.9104
0.1704	1.5556	1008	0.7081	0.3458	0.7081	0.8415
0.1704	1.5586	1010	0.6626	0.2606	0.6626	0.8140
0.1704	1.5617	1012	0.6562	0.2606	0.6562	0.8101
0.1704	1.5648	1014	0.7136	0.3405	0.7136	0.8447
0.1704	1.5679	1016	0.7545	0.3505	0.7545	0.8686
0.1704	1.5710	1018	0.7571	0.3505	0.7571	0.8701
0.1704	1.5741	1020	0.7137	0.3505	0.7137	0.8448
0.1704	1.5772	1022	0.6586	0.3833	0.6586	0.8116
0.1704	1.5802	1024	0.7169	0.3860	0.7169	0.8467
0.1704	1.5833	1026	0.7676	0.3860	0.7676	0.8761
0.1704	1.5864	1028	0.7327	0.3860	0.7327	0.8560
0.1704	1.5895	1030	0.6814	0.3803	0.6814	0.8255
0.1704	1.5926	1032	0.6238	0.4503	0.6238	0.7898
0.1704	1.5957	1034	0.6296	0.4913	0.6296	0.7935
0.1704	1.5988	1036	0.6966	0.3860	0.6966	0.8346
0.1704	1.6019	1038	0.6625	0.3860	0.6625	0.8140
0.1704	1.6049	1040	0.6552	0.4292	0.6552	0.8094
0.1704	1.6080	1042	0.7323	0.3599	0.7323	0.8557
0.1704	1.6111	1044	0.7346	0.3599	0.7346	0.8571
0.1704	1.6142	1046	0.7519	0.3860	0.7519	0.8671
0.1704	1.6173	1048	0.6953	0.3948	0.6953	0.8339
0.1704	1.6204	1050	0.6559	0.3948	0.6559	0.8099
0.1704	1.6235	1052	0.6102	0.4378	0.6102	0.7811
0.1704	1.6265	1054	0.6213	0.4378	0.6213	0.7883
0.1704	1.6296	1056	0.6915	0.3807	0.6915	0.8315
0.1704	1.6327	1058	0.7109	0.3807	0.7109	0.8431
0.1704	1.6358	1060	0.6734	0.3807	0.6734	0.8206
0.1704	1.6389	1062	0.7019	0.3807	0.7019	0.8378
0.1704	1.6420	1064	0.7470	0.4293	0.7470	0.8643
0.1704	1.6451	1066	0.7545	0.3967	0.7545	0.8686
0.1704	1.6481	1068	0.6959	0.4292	0.6959	0.8342
0.1704	1.6512	1070	0.6816	0.4202	0.6816	0.8256
0.1704	1.6543	1072	0.6905	0.3833	0.6905	0.8309
0.1704	1.6574	1074	0.8111	0.3860	0.8111	0.9006
0.1704	1.6605	1076	0.8559	0.3860	0.8559	0.9252
0.1704	1.6636	1078	0.8093	0.3967	0.8093	0.8996
0.1704	1.6667	1080	0.7519	0.4293	0.7519	0.8671
0.1704	1.6698	1082	0.7771	0.4293	0.7771	0.8815
0.1704	1.6728	1084	0.8402	0.3967	0.8402	0.9166
0.1704	1.6759	1086	0.7739	0.4293	0.7739	0.8797
0.1704	1.6790	1088	0.6665	0.3780	0.6665	0.8164
0.1704	1.6821	1090	0.6559	0.3529	0.6559	0.8099
0.1704	1.6852	1092	0.6476	0.2866	0.6476	0.8047
0.1704	1.6883	1094	0.6911	0.3529	0.6911	0.8313
0.1704	1.6914	1096	0.6879	0.3529	0.6879	0.8294
0.1704	1.6944	1098	0.6397	0.3383	0.6397	0.7998
0.1704	1.6975	1100	0.6414	0.3383	0.6414	0.8009
0.1704	1.7006	1102	0.7113	0.4094	0.7113	0.8434
0.1704	1.7037	1104	0.8630	0.4209	0.8630	0.9290
0.1704	1.7068	1106	0.9329	0.3547	0.9329	0.9659
0.1704	1.7099	1108	0.8205	0.3833	0.8205	0.9058
0.1704	1.7130	1110	0.6811	0.4286	0.6811	0.8253
0.1704	1.7160	1112	0.6002	0.3521	0.6002	0.7747
0.1704	1.7191	1114	0.5751	0.3521	0.5751	0.7584
0.1704	1.7222	1116	0.6048	0.4286	0.6048	0.7777
0.1704	1.7253	1118	0.6723	0.4187	0.6723	0.8199
0.1704	1.7284	1120	0.7412	0.4503	0.7412	0.8609
0.1704	1.7315	1122	0.6878	0.4597	0.6878	0.8293
0.1704	1.7346	1124	0.6011	0.475	0.6011	0.7753
0.1704	1.7377	1126	0.5546	0.4550	0.5546	0.7447
0.1704	1.7407	1128	0.5061	0.5545	0.5061	0.7114
0.1704	1.7438	1130	0.4878	0.6526	0.4878	0.6984
0.1704	1.7469	1132	0.5283	0.5545	0.5283	0.7268
0.1704	1.75	1134	0.6260	0.4292	0.6260	0.7912
0.1704	1.7531	1136	0.6728	0.4209	0.6728	0.8203
0.1704	1.7562	1138	0.6070	0.3948	0.6070	0.7791
0.1704	1.7593	1140	0.4888	0.6526	0.4888	0.6991
0.1704	1.7623	1142	0.4454	0.6351	0.4454	0.6674
0.1704	1.7654	1144	0.4534	0.6351	0.4534	0.6733
0.1704	1.7685	1146	0.4945	0.6526	0.4945	0.7032
0.1704	1.7716	1148	0.5218	0.5545	0.5218	0.7224
0.1704	1.7747	1150	0.5167	0.5545	0.5167	0.7188
0.1704	1.7778	1152	0.5228	0.5545	0.5228	0.7230
0.1704	1.7809	1154	0.5781	0.4648	0.5781	0.7603
0.1704	1.7840	1156	0.6442	0.4209	0.6442	0.8026
0.1704	1.7870	1158	0.6204	0.4293	0.6204	0.7876
0.1704	1.7901	1160	0.5839	0.5039	0.5839	0.7641
0.1704	1.7932	1162	0.5581	0.4831	0.5581	0.7470
0.1704	1.7963	1164	0.5599	0.4550	0.5599	0.7483
0.1704	1.7994	1166	0.5540	0.5545	0.5540	0.7443
0.1704	1.8025	1168	0.5911	0.4538	0.5911	0.7689
0.1704	1.8056	1170	0.6432	0.3889	0.6432	0.8020
0.1704	1.8086	1172	0.7240	0.4370	0.7240	0.8509
0.1704	1.8117	1174	0.7705	0.4209	0.7705	0.8778
0.1704	1.8148	1176	0.7627	0.4209	0.7627	0.8733
0.1704	1.8179	1178	0.6913	0.3486	0.6913	0.8315
0.1704	1.8210	1180	0.6169	0.4080	0.6169	0.7854
0.1704	1.8241	1182	0.5590	0.3748	0.5590	0.7477
0.1704	1.8272	1184	0.5805	0.3748	0.5805	0.7619
0.1704	1.8302	1186	0.6496	0.4080	0.6496	0.8060
0.1704	1.8333	1188	0.7694	0.3486	0.7694	0.8772
0.1704	1.8364	1190	0.7807	0.3486	0.7807	0.8835
0.1704	1.8395	1192	0.6768	0.4080	0.6768	0.8227
0.1704	1.8426	1194	0.6469	0.4185	0.6469	0.8043
0.1704	1.8457	1196	0.7054	0.4192	0.7054	0.8399
0.1704	1.8488	1198	0.8235	0.3529	0.8235	0.9075
0.1704	1.8519	1200	0.8226	0.3653	0.8226	0.9069
0.1704	1.8549	1202	0.7680	0.3619	0.7680	0.8764
0.1704	1.8580	1204	0.7541	0.375	0.7541	0.8684
0.1704	1.8611	1206	0.8066	0.4034	0.8066	0.8981
0.1704	1.8642	1208	0.7959	0.3780	0.7959	0.8921
0.1704	1.8673	1210	0.7620	0.3653	0.7620	0.8730
0.1704	1.8704	1212	0.7299	0.3653	0.7299	0.8544
0.1704	1.8735	1214	0.6763	0.4192	0.6763	0.8224
0.1704	1.8765	1216	0.6928	0.3619	0.6928	0.8323
0.1704	1.8796	1218	0.6672	0.3951	0.6672	0.8168
0.1704	1.8827	1220	0.6569	0.3951	0.6569	0.8105
0.1704	1.8858	1222	0.6724	0.3653	0.6724	0.8200
0.1704	1.8889	1224	0.7662	0.4128	0.7662	0.8753
0.1704	1.8920	1226	0.8264	0.4370	0.8264	0.9090
0.1704	1.8951	1228	0.7904	0.4293	0.7904	0.8890
0.1704	1.8981	1230	0.7164	0.4293	0.7164	0.8464
0.1704	1.9012	1232	0.6255	0.4381	0.6255	0.7909
0.1704	1.9043	1234	0.6115	0.4381	0.6115	0.7820
0.1704	1.9074	1236	0.6452	0.4381	0.6452	0.8033
0.1704	1.9105	1238	0.7616	0.4049	0.7616	0.8727
0.1704	1.9136	1240	0.8331	0.4049	0.8331	0.9128
0.1704	1.9167	1242	0.7561	0.4128	0.7561	0.8696
0.1704	1.9198	1244	0.6406	0.4192	0.6406	0.8004
0.1704	1.9228	1246	0.6157	0.4192	0.6157	0.7847
0.1704	1.9259	1248	0.6556	0.3619	0.6556	0.8097
0.1704	1.9290	1250	0.6957	0.3619	0.6957	0.8341
0.1704	1.9321	1252	0.7163	0.3866	0.7163	0.8464
0.1704	1.9352	1254	0.7256	0.3437	0.7256	0.8518
0.1704	1.9383	1256	0.6169	0.3486	0.6169	0.7854
0.1704	1.9414	1258	0.5424	0.5116	0.5424	0.7365
0.1704	1.9444	1260	0.4774	0.6557	0.4774	0.6909
0.1704	1.9475	1262	0.4892	0.6351	0.4892	0.6995
0.1704	1.9506	1264	0.5662	0.6123	0.5662	0.7525
0.1704	1.9537	1266	0.6712	0.3486	0.6712	0.8193
0.1704	1.9568	1268	0.8085	0.3723	0.8085	0.8992
0.1704	1.9599	1270	0.8024	0.3691	0.8024	0.8958
0.1704	1.9630	1272	0.6919	0.3486	0.6919	0.8318
0.1704	1.9660	1274	0.6001	0.5481	0.6001	0.7747
0.1704	1.9691	1276	0.5908	0.5545	0.5908	0.7686
0.1704	1.9722	1278	0.6048	0.5545	0.6048	0.7777
0.1704	1.9753	1280	0.6500	0.4527	0.6500	0.8062
0.1704	1.9784	1282	0.6925	0.3807	0.6925	0.8322
0.1704	1.9815	1284	0.6868	0.3807	0.6868	0.8287
0.1704	1.9846	1286	0.6216	0.4538	0.6216	0.7884
0.1704	1.9877	1288	0.6123	0.4538	0.6123	0.7825
0.1704	1.9907	1290	0.6748	0.3780	0.6748	0.8215
0.1704	1.9938	1292	0.7483	0.3807	0.7483	0.8651
0.1704	1.9969	1294	0.7739	0.3807	0.7739	0.8797
0.1704	2.0	1296	0.7010	0.3780	0.7010	0.8373
0.1704	2.0031	1298	0.6931	0.3780	0.6931	0.8325
0.1704	2.0062	1300	0.6624	0.3780	0.6624	0.8139
0.1704	2.0093	1302	0.7144	0.3807	0.7144	0.8452
0.1704	2.0123	1304	0.8157	0.3807	0.8157	0.9032
0.1704	2.0154	1306	0.7821	0.3807	0.7821	0.8844
0.1704	2.0185	1308	0.6842	0.3529	0.6842	0.8272
0.1704	2.0216	1310	0.6680	0.3282	0.6680	0.8173
0.1704	2.0247	1312	0.6120	0.4538	0.6120	0.7823
0.1704	2.0278	1314	0.6004	0.3226	0.6004	0.7748
0.1704	2.0309	1316	0.6407	0.3780	0.6407	0.8004
0.1704	2.0340	1318	0.7144	0.3833	0.7144	0.8452
0.1704	2.0370	1320	0.7099	0.3833	0.7099	0.8425
0.1704	2.0401	1322	0.6618	0.3803	0.6618	0.8135
0.1704	2.0432	1324	0.5964	0.4503	0.5964	0.7723
0.1704	2.0463	1326	0.5466	0.3846	0.5466	0.7393
0.1704	2.0494	1328	0.5690	0.4378	0.5690	0.7543
0.1704	2.0525	1330	0.6440	0.4018	0.6440	0.8025
0.1704	2.0556	1332	0.6694	0.4034	0.6694	0.8182
0.1704	2.0586	1334	0.6257	0.3226	0.6257	0.7910
0.1704	2.0617	1336	0.5734	0.5895	0.5734	0.7572
0.1704	2.0648	1338	0.5877	0.5895	0.5877	0.7666
0.1704	2.0679	1340	0.6634	0.3282	0.6634	0.8145
0.1704	2.0710	1342	0.7824	0.4049	0.7824	0.8845
0.1704	2.0741	1344	0.8740	0.3860	0.8740	0.9349
0.1704	2.0772	1346	0.8137	0.3860	0.8137	0.9020
0.1704	2.0802	1348	0.6800	0.4667	0.6800	0.8246
0.1704	2.0833	1350	0.5842	0.3383	0.5842	0.7643
0.1704	2.0864	1352	0.5571	0.3322	0.5571	0.7464
0.1704	2.0895	1354	0.5710	0.3383	0.5710	0.7557
0.1704	2.0926	1356	0.6153	0.4094	0.6153	0.7844
0.1704	2.0957	1358	0.7079	0.4034	0.7079	0.8414
0.1704	2.0988	1360	0.8588	0.3860	0.8588	0.9267
0.1704	2.1019	1362	0.9546	0.3860	0.9546	0.9771
0.1704	2.1049	1364	0.8983	0.3860	0.8983	0.9478
0.1704	2.1080	1366	0.7943	0.4293	0.7943	0.8912
0.1704	2.1111	1368	0.7533	0.4049	0.7533	0.8679
0.1704	2.1142	1370	0.7639	0.4049	0.7639	0.8740
0.1704	2.1173	1372	0.7535	0.4049	0.7535	0.8681
0.1704	2.1204	1374	0.7024	0.4667	0.7024	0.8381
0.1704	2.1235	1376	0.6433	0.4597	0.6433	0.8021
0.1704	2.1265	1378	0.6242	0.4597	0.6242	0.7901
0.1704	2.1296	1380	0.6071	0.4465	0.6071	0.7791
0.1704	2.1327	1382	0.6847	0.3569	0.6847	0.8275
0.1704	2.1358	1384	0.8128	0.3948	0.8128	0.9016
0.1704	2.1389	1386	0.8005	0.3948	0.8005	0.8947
0.1704	2.1420	1388	0.7515	0.3948	0.7515	0.8669
0.1704	2.1451	1390	0.6663	0.4	0.6663	0.8163
0.1704	2.1481	1392	0.6486	0.3980	0.6486	0.8054
0.1704	2.1512	1394	0.6146	0.3980	0.6146	0.7840
0.1704	2.1543	1396	0.6316	0.3980	0.6316	0.7947
0.1704	2.1574	1398	0.7170	0.4581	0.7170	0.8468
0.1704	2.1605	1400	0.8797	0.3505	0.8797	0.9379
0.1704	2.1636	1402	0.9961	0.3547	0.9961	0.9980
0.1704	2.1667	1404	1.0097	0.3547	1.0097	1.0048
0.1704	2.1698	1406	0.9009	0.3505	0.9009	0.9492
0.1704	2.1728	1408	0.7400	0.4085	0.7400	0.8602
0.1704	2.1759	1410	0.6468	0.4913	0.6468	0.8043
0.1704	2.1790	1412	0.6268	0.4597	0.6268	0.7917
0.1704	2.1821	1414	0.6367	0.3980	0.6367	0.7979
0.1704	2.1852	1416	0.6499	0.3814	0.6499	0.8062
0.1704	2.1883	1418	0.6723	0.3814	0.6723	0.8200
0.1704	2.1914	1420	0.7423	0.3842	0.7423	0.8615
0.1704	2.1944	1422	0.8470	0.4293	0.8470	0.9203
0.1704	2.1975	1424	0.8372	0.4293	0.8372	0.9150
0.1704	2.2006	1426	0.7526	0.4566	0.7526	0.8675
0.1704	2.2037	1428	0.7147	0.4878	0.7147	0.8454
0.1704	2.2068	1430	0.6410	0.4581	0.6410	0.8006
0.1704	2.2099	1432	0.5848	0.3679	0.5848	0.7647
0.1704	2.2130	1434	0.6116	0.4286	0.6116	0.7821
0.1704	2.2160	1436	0.6479	0.4581	0.6479	0.8049
0.1704	2.2191	1438	0.7295	0.4209	0.7295	0.8541
0.1704	2.2222	1440	0.7575	0.3948	0.7575	0.8704
0.1704	2.2253	1442	0.7243	0.3691	0.7243	0.8510
0.1704	2.2284	1444	0.7090	0.3188	0.7090	0.8420
0.1704	2.2315	1446	0.7228	0.3333	0.7228	0.8502
0.1704	2.2346	1448	0.7768	0.3569	0.7768	0.8814
0.1704	2.2377	1450	0.8077	0.4049	0.8077	0.8987
0.1704	2.2407	1452	0.7432	0.4118	0.7432	0.8621
0.1704	2.2438	1454	0.6919	0.3842	0.6919	0.8318
0.1704	2.2469	1456	0.7059	0.4106	0.7059	0.8402
0.1704	2.25	1458	0.7229	0.4372	0.7229	0.8502
0.1704	2.2531	1460	0.7512	0.4209	0.7512	0.8667
0.1704	2.2562	1462	0.7782	0.4209	0.7782	0.8821
0.1704	2.2593	1464	0.7563	0.4209	0.7563	0.8696
0.1704	2.2623	1466	0.7034	0.4288	0.7034	0.8387
0.1704	2.2654	1468	0.7025	0.4	0.7025	0.8381
0.1704	2.2685	1470	0.6562	0.4378	0.6562	0.8101
0.1704	2.2716	1472	0.5613	0.4909	0.5613	0.7492
0.1704	2.2747	1474	0.5100	0.6477	0.5100	0.7142
0.1704	2.2778	1476	0.4940	0.6619	0.4940	0.7029
0.1704	2.2809	1478	0.4968	0.5301	0.4968	0.7049
0.1704	2.2840	1480	0.5684	0.4474	0.5684	0.7539
0.1704	2.2870	1482	0.7260	0.3691	0.7260	0.8521
0.1704	2.2901	1484	0.8567	0.4209	0.8567	0.9256
0.1704	2.2932	1486	0.8412	0.4209	0.8412	0.9172
0.1704	2.2963	1488	0.7034	0.3691	0.7034	0.8387
0.1704	2.2994	1490	0.5756	0.4080	0.5756	0.7587
0.1704	2.3025	1492	0.5461	0.4474	0.5461	0.7390
0.1704	2.3056	1494	0.5987	0.4094	0.5987	0.7738
0.1704	2.3086	1496	0.6593	0.3188	0.6593	0.8120
0.1704	2.3117	1498	0.6754	0.3437	0.6754	0.8218
0.1205	2.3148	1500	0.7284	0.4049	0.7284	0.8535
0.1205	2.3179	1502	0.7294	0.4049	0.7294	0.8540
0.1205	2.3210	1504	0.7714	0.4049	0.7714	0.8783
0.1205	2.3241	1506	0.7541	0.4049	0.7541	0.8684
0.1205	2.3272	1508	0.7431	0.4049	0.7431	0.8620
0.1205	2.3302	1510	0.7253	0.4018	0.7253	0.8516
0.1205	2.3333	1512	0.7265	0.4018	0.7265	0.8523
0.1205	2.3364	1514	0.6992	0.4018	0.6992	0.8362
0.1205	2.3395	1516	0.7087	0.4018	0.7087	0.8418
0.1205	2.3426	1518	0.7304	0.4034	0.7304	0.8546
0.1205	2.3457	1520	0.6989	0.4667	0.6989	0.8360
0.1205	2.3488	1522	0.6636	0.4286	0.6636	0.8146
0.1205	2.3519	1524	0.6507	0.4286	0.6507	0.8066
0.1205	2.3549	1526	0.7340	0.3927	0.7340	0.8567
0.1205	2.3580	1528	0.7665	0.3558	0.7665	0.8755
0.1205	2.3611	1530	0.7518	0.3558	0.7518	0.8670
0.1205	2.3642	1532	0.7611	0.3833	0.7611	0.8724
0.1205	2.3673	1534	0.7290	0.4503	0.7290	0.8538
0.1205	2.3704	1536	0.7212	0.4503	0.7212	0.8493
0.1205	2.3735	1538	0.6975	0.4187	0.6975	0.8351
0.1205	2.3765	1540	0.7277	0.3512	0.7277	0.8530
0.1205	2.3796	1542	0.7256	0.3512	0.7256	0.8518
0.1205	2.3827	1544	0.7037	0.3512	0.7037	0.8389
0.1205	2.3858	1546	0.6884	0.3226	0.6884	0.8297
0.1205	2.3889	1548	0.6703	0.3571	0.6703	0.8187
0.1205	2.3920	1550	0.6615	0.3980	0.6615	0.8133
0.1205	2.3951	1552	0.6909	0.3877	0.6909	0.8312
0.1205	2.3981	1554	0.6604	0.4286	0.6604	0.8126
0.1205	2.4012	1556	0.6310	0.4286	0.6310	0.7943
0.1205	2.4043	1558	0.5860	0.3201	0.5860	0.7655
0.1205	2.4074	1560	0.5981	0.3980	0.5981	0.7733
0.1205	2.4105	1562	0.6776	0.4187	0.6776	0.8231
0.1205	2.4136	1564	0.7413	0.3860	0.7413	0.8610
0.1205	2.4167	1566	0.8166	0.3860	0.8166	0.9037
0.1205	2.4198	1568	0.7993	0.3860	0.7993	0.8940
0.1205	2.4228	1570	0.7164	0.3860	0.7164	0.8464
0.1205	2.4259	1572	0.6112	0.4503	0.6112	0.7818
0.1205	2.4290	1574	0.5233	0.4597	0.5233	0.7234
0.1205	2.4321	1576	0.4700	0.3588	0.4700	0.6856
0.1205	2.4352	1578	0.4802	0.3636	0.4802	0.6930
0.1205	2.4383	1580	0.5556	0.4597	0.5556	0.7454
0.1205	2.4414	1582	0.6879	0.4482	0.6879	0.8294
0.1205	2.4444	1584	0.7175	0.3860	0.7175	0.8470
0.1205	2.4475	1586	0.7177	0.3967	0.7177	0.8472
0.1205	2.4506	1588	0.6352	0.4375	0.6352	0.7970
0.1205	2.4537	1590	0.5684	0.4550	0.5684	0.7539
0.1205	2.4568	1592	0.5805	0.4550	0.5805	0.7619
0.1205	2.4599	1594	0.6110	0.4803	0.6110	0.7817
0.1205	2.4630	1596	0.6759	0.4018	0.6759	0.8221
0.1205	2.4660	1598	0.6989	0.4290	0.6989	0.8360
0.1205	2.4691	1600	0.7242	0.4566	0.7242	0.8510
0.1205	2.4722	1602	0.7032	0.4566	0.7032	0.8385
0.1205	2.4753	1604	0.6315	0.375	0.6315	0.7947
0.1205	2.4784	1606	0.6300	0.4106	0.6300	0.7937
0.1205	2.4815	1608	0.6971	0.4018	0.6971	0.8349
0.1205	2.4846	1610	0.7770	0.3860	0.7770	0.8815
0.1205	2.4877	1612	0.7271	0.4018	0.7271	0.8527
0.1205	2.4907	1614	0.6103	0.4831	0.6103	0.7812
0.1205	2.4938	1616	0.5129	0.4270	0.5129	0.7162
0.1205	2.4969	1618	0.5008	0.4270	0.5008	0.7077
0.1205	2.5	1620	0.5432	0.4909	0.5432	0.7370
0.1205	2.5031	1622	0.6433	0.4106	0.6433	0.8021
0.1205	2.5062	1624	0.7767	0.3860	0.7767	0.8813
0.1205	2.5093	1626	0.7998	0.3860	0.7998	0.8943
0.1205	2.5123	1628	0.7327	0.3833	0.7327	0.8560
0.1205	2.5154	1630	0.6016	0.3571	0.6016	0.7756
0.1205	2.5185	1632	0.5450	0.4080	0.5450	0.7383
0.1205	2.5216	1634	0.5632	0.4185	0.5632	0.7505
0.1205	2.5247	1636	0.5795	0.4185	0.5795	0.7613
0.1205	2.5278	1638	0.5904	0.4185	0.5904	0.7684
0.1205	2.5309	1640	0.6204	0.3814	0.6204	0.7877
0.1205	2.5340	1642	0.6554	0.4375	0.6554	0.8096
0.1205	2.5370	1644	0.6166	0.4185	0.6166	0.7853
0.1205	2.5401	1646	0.5782	0.4550	0.5782	0.7604
0.1205	2.5432	1648	0.5721	0.4550	0.5721	0.7564
0.1205	2.5463	1650	0.5738	0.4831	0.5738	0.7575
0.1205	2.5494	1652	0.5493	0.4831	0.5493	0.7412
0.1205	2.5525	1654	0.5543	0.4688	0.5543	0.7445
0.1205	2.5556	1656	0.5655	0.4286	0.5655	0.7520
0.1205	2.5586	1658	0.6300	0.4492	0.6300	0.7937
0.1205	2.5617	1660	0.7226	0.3860	0.7226	0.8501
0.1205	2.5648	1662	0.8065	0.3860	0.8065	0.8981
0.1205	2.5679	1664	0.7723	0.3860	0.7723	0.8788
0.1205	2.5710	1666	0.6680	0.4492	0.6680	0.8173
0.1205	2.5741	1668	0.5928	0.4378	0.5928	0.7700
0.1205	2.5772	1670	0.5625	0.5191	0.5625	0.7500
0.1205	2.5802	1672	0.5905	0.4465	0.5905	0.7685
0.1205	2.5833	1674	0.6044	0.4465	0.6044	0.7774
0.1205	2.5864	1676	0.6306	0.4375	0.6306	0.7941
0.1205	2.5895	1678	0.6477	0.4375	0.6477	0.8048
0.1205	2.5926	1680	0.6169	0.4094	0.6169	0.7854
0.1205	2.5957	1682	0.5488	0.4909	0.5488	0.7408
0.1205	2.5988	1684	0.5170	0.4944	0.5170	0.7190
0.1205	2.6019	1686	0.5137	0.4944	0.5137	0.7167
0.1205	2.6049	1688	0.5513	0.4176	0.5513	0.7425
0.1205	2.6080	1690	0.6624	0.4503	0.6624	0.8139
0.1205	2.6111	1692	0.7470	0.3833	0.7470	0.8643
0.1205	2.6142	1694	0.7711	0.3833	0.7711	0.8781
0.1205	2.6173	1696	0.7221	0.4503	0.7221	0.8498
0.1205	2.6204	1698	0.6441	0.4503	0.6441	0.8025
0.1205	2.6235	1700	0.5576	0.4094	0.5576	0.7467
0.1205	2.6265	1702	0.5172	0.4266	0.5172	0.7192
0.1205	2.6296	1704	0.5221	0.4944	0.5221	0.7226
0.1205	2.6327	1706	0.5670	0.4185	0.5670	0.7530
0.1205	2.6358	1708	0.6776	0.4503	0.6776	0.8232
0.1205	2.6389	1710	0.7866	0.3860	0.7866	0.8869
0.1205	2.6420	1712	0.8389	0.3860	0.8389	0.9159
0.1205	2.6451	1714	0.7620	0.3967	0.7620	0.8729
0.1205	2.6481	1716	0.6714	0.3486	0.6714	0.8194
0.1205	2.6512	1718	0.6371	0.4094	0.6371	0.7982
0.1205	2.6543	1720	0.6074	0.3571	0.6074	0.7794
0.1205	2.6574	1722	0.5872	0.3877	0.5872	0.7663
0.1205	2.6605	1724	0.5763	0.3877	0.5763	0.7591
0.1205	2.6636	1726	0.5790	0.4288	0.5790	0.7609
0.1205	2.6667	1728	0.6273	0.4187	0.6273	0.7920
0.1205	2.6698	1730	0.7272	0.3833	0.7272	0.8528
0.1205	2.6728	1732	0.8072	0.3860	0.8072	0.8985
0.1205	2.6759	1734	0.8069	0.3860	0.8069	0.8983
0.1205	2.6790	1736	0.7696	0.3860	0.7696	0.8772
0.1205	2.6821	1738	0.6883	0.3723	0.6883	0.8297
0.1205	2.6852	1740	0.6161	0.4465	0.6161	0.7849
0.1205	2.6883	1742	0.5646	0.4185	0.5646	0.7514
0.1205	2.6914	1744	0.5527	0.4550	0.5527	0.7434
0.1205	2.6944	1746	0.5800	0.4185	0.5800	0.7616
0.1205	2.6975	1748	0.6481	0.4893	0.6481	0.8050
0.1205	2.7006	1750	0.6842	0.3967	0.6842	0.8271
0.1205	2.7037	1752	0.6754	0.3569	0.6754	0.8219
0.1205	2.7068	1754	0.6334	0.4192	0.6334	0.7959
0.1205	2.7099	1756	0.6342	0.3842	0.6342	0.7964
0.1205	2.7130	1758	0.6891	0.4648	0.6891	0.8301
0.1205	2.7160	1760	0.7104	0.4566	0.7104	0.8429
0.1205	2.7191	1762	0.7841	0.3967	0.7841	0.8855
0.1205	2.7222	1764	0.8073	0.3967	0.8073	0.8985
0.1205	2.7253	1766	0.7834	0.3967	0.7834	0.8851
0.1205	2.7284	1768	0.7361	0.4094	0.7361	0.8580
0.1205	2.7315	1770	0.6966	0.3814	0.6966	0.8346
0.1205	2.7346	1772	0.6875	0.3814	0.6875	0.8291
0.1205	2.7377	1774	0.6919	0.3814	0.6919	0.8318
0.1205	2.7407	1776	0.7288	0.4094	0.7288	0.8537
0.1205	2.7438	1778	0.7481	0.4106	0.7481	0.8649
0.1205	2.7469	1780	0.7622	0.4648	0.7622	0.8730
0.1205	2.75	1782	0.8348	0.3636	0.8348	0.9137
0.1205	2.7531	1784	0.9147	0.3547	0.9147	0.9564
0.1205	2.7562	1786	0.9108	0.3505	0.9108	0.9544
0.1205	2.7593	1788	0.8160	0.4099	0.8160	0.9033
0.1205	2.7623	1790	0.6835	0.4085	0.6835	0.8267
0.1205	2.7654	1792	0.6063	0.4515	0.6063	0.7786
0.1205	2.7685	1794	0.5383	0.2646	0.5383	0.7337
0.1205	2.7716	1796	0.5220	0.2786	0.5220	0.7225
0.1205	2.7747	1798	0.5363	0.2786	0.5363	0.7323
0.1205	2.7778	1800	0.5951	0.3877	0.5951	0.7714
0.1205	2.7809	1802	0.7025	0.4566	0.7025	0.8382
0.1205	2.7840	1804	0.7830	0.4553	0.7830	0.8849
0.1205	2.7870	1806	0.7934	0.4553	0.7934	0.8907
0.1205	2.7901	1808	0.6846	0.3717	0.6846	0.8274
0.1205	2.7932	1810	0.5600	0.4550	0.5600	0.7483
0.1205	2.7963	1812	0.5052	0.5987	0.5052	0.7108
0.1205	2.7994	1814	0.4926	0.5381	0.4926	0.7019
0.1205	2.8025	1816	0.5128	0.4944	0.5128	0.7161
0.1205	2.8056	1818	0.5509	0.4185	0.5509	0.7422
0.1205	2.8086	1820	0.6088	0.4094	0.6088	0.7803
0.1205	2.8117	1822	0.7167	0.4553	0.7167	0.8466
0.1205	2.8148	1824	0.7456	0.3505	0.7456	0.8635
0.1205	2.8179	1826	0.6807	0.4482	0.6807	0.8250
0.1205	2.8210	1828	0.5991	0.4378	0.5991	0.7740
0.1205	2.8241	1830	0.5393	0.3783	0.5393	0.7343
0.1205	2.8272	1832	0.5310	0.3783	0.5310	0.7287
0.1205	2.8302	1834	0.5508	0.3783	0.5508	0.7422
0.1205	2.8333	1836	0.5792	0.3814	0.5792	0.7610
0.1205	2.8364	1838	0.6214	0.3842	0.6214	0.7883
0.1205	2.8395	1840	0.6675	0.3866	0.6675	0.8170
0.1205	2.8426	1842	0.6868	0.4118	0.6868	0.8287
0.1205	2.8457	1844	0.6473	0.4118	0.6473	0.8045
0.1205	2.8488	1846	0.5769	0.3814	0.5769	0.7595
0.1205	2.8519	1848	0.5427	0.4944	0.5427	0.7367
0.1205	2.8549	1850	0.5556	0.4550	0.5556	0.7454
0.1205	2.8580	1852	0.6070	0.3814	0.6070	0.7791
0.1205	2.8611	1854	0.6809	0.4370	0.6809	0.8252
0.1205	2.8642	1856	0.7328	0.3883	0.7328	0.8560
0.1205	2.8673	1858	0.7182	0.4474	0.7182	0.8475
0.1205	2.8704	1860	0.6414	0.4492	0.6414	0.8009
0.1205	2.8735	1862	0.5870	0.4286	0.5870	0.7661
0.1205	2.8765	1864	0.5601	0.3980	0.5601	0.7484
0.1205	2.8796	1866	0.5331	0.4080	0.5331	0.7302
0.1205	2.8827	1868	0.5602	0.3679	0.5602	0.7485
0.1205	2.8858	1870	0.6391	0.4	0.6391	0.7994
0.1205	2.8889	1872	0.7601	0.3883	0.7601	0.8718
0.1205	2.8920	1874	0.7682	0.3883	0.7682	0.8764
0.1205	2.8951	1876	0.6914	0.3599	0.6914	0.8315
0.1205	2.8981	1878	0.5836	0.4465	0.5836	0.7640
0.1205	2.9012	1880	0.5450	0.4909	0.5450	0.7382
0.1205	2.9043	1882	0.5663	0.4909	0.5663	0.7525
0.1205	2.9074	1884	0.5963	0.4538	0.5963	0.7722
0.1205	2.9105	1886	0.6089	0.4538	0.6089	0.7804
0.1205	2.9136	1888	0.6212	0.4538	0.6212	0.7881
0.1205	2.9167	1890	0.6209	0.4106	0.6209	0.7880
0.1205	2.9198	1892	0.5937	0.4185	0.5937	0.7705
0.1205	2.9228	1894	0.6015	0.4094	0.6015	0.7755
0.1205	2.9259	1896	0.5716	0.4550	0.5716	0.7560
0.1205	2.9290	1898	0.5473	0.4550	0.5473	0.7398
0.1205	2.9321	1900	0.5469	0.4550	0.5469	0.7395
0.1205	2.9352	1902	0.5665	0.4550	0.5665	0.7527
0.1205	2.9383	1904	0.6397	0.4094	0.6397	0.7998
0.1205	2.9414	1906	0.6921	0.3831	0.6921	0.8319
0.1205	2.9444	1908	0.7308	0.3752	0.7308	0.8548
0.1205	2.9475	1910	0.7246	0.3752	0.7246	0.8513
0.1205	2.9506	1912	0.6618	0.4288	0.6618	0.8135
0.1205	2.9537	1914	0.5778	0.3814	0.5778	0.7601
0.1205	2.9568	1916	0.5508	0.4563	0.5508	0.7421
0.1205	2.9599	1918	0.5751	0.4185	0.5751	0.7584
0.1205	2.9630	1920	0.6276	0.3814	0.6276	0.7922
0.1205	2.9660	1922	0.7105	0.4288	0.7105	0.8429
0.1205	2.9691	1924	0.7672	0.4292	0.7672	0.8759
0.1205	2.9722	1926	0.8204	0.3967	0.8204	0.9058
0.1205	2.9753	1928	0.8214	0.3967	0.8214	0.9063
0.1205	2.9784	1930	0.7728	0.4292	0.7728	0.8791
0.1205	2.9815	1932	0.7747	0.3723	0.7747	0.8801
0.1205	2.9846	1934	0.7471	0.4288	0.7471	0.8643
0.1205	2.9877	1936	0.7237	0.4667	0.7237	0.8507
0.1205	2.9907	1938	0.7067	0.4667	0.7067	0.8406
0.1205	2.9938	1940	0.6529	0.3814	0.6529	0.8080
0.1205	2.9969	1942	0.6537	0.4667	0.6537	0.8085
0.1205	3.0	1944	0.6514	0.4288	0.6514	0.8071
0.1205	3.0031	1946	0.6232	0.4288	0.6232	0.7894
0.1205	3.0062	1948	0.5653	0.3636	0.5653	0.7518
0.1205	3.0093	1950	0.5381	0.3438	0.5381	0.7335
0.1205	3.0123	1952	0.5530	0.3012	0.5530	0.7436
0.1205	3.0154	1954	0.5742	0.3783	0.5742	0.7578
0.1205	3.0185	1956	0.5927	0.4185	0.5927	0.7699
0.1205	3.0216	1958	0.6321	0.4550	0.6321	0.7950
0.1205	3.0247	1960	0.6709	0.3931	0.6709	0.8191
0.1205	3.0278	1962	0.6826	0.3951	0.6826	0.8262
0.1205	3.0309	1964	0.6990	0.3969	0.6990	0.8361
0.1205	3.0340	1966	0.6904	0.3653	0.6904	0.8309
0.1205	3.0370	1968	0.6565	0.4185	0.6565	0.8103
0.1205	3.0401	1970	0.6268	0.4185	0.6268	0.7917
0.1205	3.0432	1972	0.6169	0.4286	0.6169	0.7854
0.1205	3.0463	1974	0.6609	0.4187	0.6609	0.8130
0.1205	3.0494	1976	0.6701	0.4515	0.6701	0.8186
0.1205	3.0525	1978	0.6372	0.3333	0.6372	0.7982
0.1205	3.0556	1980	0.5905	0.3333	0.5905	0.7684
0.1205	3.0586	1982	0.5782	0.3811	0.5782	0.7604
0.1205	3.0617	1984	0.5736	0.3121	0.5736	0.7574
0.1205	3.0648	1986	0.6017	0.4381	0.6017	0.7757
0.1205	3.0679	1988	0.7104	0.4202	0.7104	0.8428
0.1205	3.0710	1990	0.7799	0.3599	0.7799	0.8831
0.1205	3.0741	1992	0.7575	0.3599	0.7575	0.8704
0.1205	3.0772	1994	0.7084	0.3780	0.7084	0.8417
0.1205	3.0802	1996	0.6761	0.4094	0.6761	0.8223
0.1205	3.0833	1998	0.6101	0.4861	0.6101	0.7811
0.0985	3.0864	2000	0.5935	0.4156	0.5935	0.7704
0.0985	3.0895	2002	0.6461	0.4080	0.6461	0.8038
0.0985	3.0926	2004	0.7719	0.3388	0.7719	0.8786
0.0985	3.0957	2006	0.8519	0.3636	0.8519	0.9230
0.0985	3.0988	2008	0.8619	0.3599	0.8619	0.9284
0.0985	3.1019	2010	0.8460	0.3599	0.8460	0.9198
0.0985	3.1049	2012	0.7900	0.4195	0.7900	0.8888
0.0985	3.1080	2014	0.7089	0.4106	0.7089	0.8419
0.0985	3.1111	2016	0.6985	0.4106	0.6985	0.8358
0.0985	3.1142	2018	0.6824	0.3814	0.6824	0.8261
0.0985	3.1173	2020	0.6305	0.3438	0.6305	0.7940
0.0985	3.1204	2022	0.6081	0.3438	0.6081	0.7798
0.0985	3.1235	2024	0.6264	0.3438	0.6264	0.7915
0.0985	3.1265	2026	0.6815	0.4185	0.6815	0.8256
0.0985	3.1296	2028	0.7662	0.3188	0.7662	0.8753
0.0985	3.1327	2030	0.8175	0.3984	0.8175	0.9041
0.0985	3.1358	2032	0.8117	0.3984	0.8117	0.9010
0.0985	3.1389	2034	0.7419	0.3437	0.7419	0.8614
0.0985	3.1420	2036	0.6488	0.4192	0.6488	0.8055
0.0985	3.1451	2038	0.5807	0.4550	0.5807	0.7621
0.0985	3.1481	2040	0.5586	0.3883	0.5586	0.7474
0.0985	3.1512	2042	0.5866	0.4550	0.5866	0.7659
0.0985	3.1543	2044	0.6850	0.3866	0.6850	0.8277
0.0985	3.1574	2046	0.7766	0.3948	0.7766	0.8813
0.0985	3.1605	2048	0.8219	0.3984	0.8219	0.9066
0.0985	3.1636	2050	0.7991	0.3967	0.7991	0.8939
0.0985	3.1667	2052	0.7237	0.3948	0.7237	0.8507
0.0985	3.1698	2054	0.6529	0.4375	0.6529	0.8080
0.0985	3.1728	2056	0.5974	0.4192	0.5974	0.7729
0.0985	3.1759	2058	0.5522	0.4185	0.5522	0.7431
0.0985	3.1790	2060	0.5322	0.4185	0.5322	0.7295
0.0985	3.1821	2062	0.5503	0.4192	0.5503	0.7418
0.0985	3.1852	2064	0.5694	0.4192	0.5694	0.7546
0.0985	3.1883	2066	0.5810	0.4192	0.5810	0.7622
0.0985	3.1914	2068	0.5844	0.4094	0.5844	0.7644
0.0985	3.1944	2070	0.6146	0.4288	0.6146	0.7840
0.0985	3.1975	2072	0.6498	0.4195	0.6498	0.8061
0.0985	3.2006	2074	0.6380	0.4492	0.6380	0.7988
0.0985	3.2037	2076	0.6107	0.4492	0.6107	0.7814
0.0985	3.2068	2078	0.5574	0.4286	0.5574	0.7466
0.0985	3.2099	2080	0.5558	0.4286	0.5558	0.7455
0.0985	3.2130	2082	0.6132	0.4492	0.6132	0.7830
0.0985	3.2160	2084	0.6648	0.3833	0.6648	0.8154
0.0985	3.2191	2086	0.6998	0.3833	0.6998	0.8366
0.0985	3.2222	2088	0.6970	0.3833	0.6970	0.8349
0.0985	3.2253	2090	0.6840	0.3288	0.6840	0.8270
0.0985	3.2284	2092	0.6926	0.3558	0.6926	0.8322
0.0985	3.2315	2094	0.6858	0.3437	0.6858	0.8281
0.0985	3.2346	2096	0.6454	0.3866	0.6454	0.8034
0.0985	3.2377	2098	0.6163	0.4192	0.6163	0.7850
0.0985	3.2407	2100	0.6028	0.4550	0.6028	0.7764
0.0985	3.2438	2102	0.6264	0.3951	0.6264	0.7914
0.0985	3.2469	2104	0.6435	0.3619	0.6435	0.8022
0.0985	3.25	2106	0.6689	0.3866	0.6689	0.8179
0.0985	3.2531	2108	0.6586	0.3866	0.6586	0.8115
0.0985	3.2562	2110	0.6423	0.3866	0.6423	0.8015
0.0985	3.2593	2112	0.6011	0.4538	0.6011	0.7753
0.0985	3.2623	2114	0.5818	0.4538	0.5818	0.7627
0.0985	3.2654	2116	0.5627	0.4550	0.5627	0.7501
0.0985	3.2685	2118	0.5737	0.4538	0.5737	0.7575
0.0985	3.2716	2120	0.5505	0.4550	0.5505	0.7420
0.0985	3.2747	2122	0.5454	0.4550	0.5454	0.7385
0.0985	3.2778	2124	0.5266	0.4550	0.5266	0.7257
0.0985	3.2809	2126	0.5128	0.4550	0.5128	0.7161
0.0985	3.2840	2128	0.5119	0.4550	0.5119	0.7155
0.0985	3.2870	2130	0.5680	0.4688	0.5680	0.7536
0.0985	3.2901	2132	0.7084	0.3883	0.7084	0.8417
0.0985	3.2932	2134	0.8029	0.3883	0.8029	0.8960
0.0985	3.2963	2136	0.7847	0.3883	0.7847	0.8859
0.0985	3.2994	2138	0.6854	0.4819	0.6854	0.8279
0.0985	3.3025	2140	0.6370	0.4378	0.6370	0.7981
0.0985	3.3056	2142	0.5686	0.4550	0.5686	0.7540
0.0985	3.3086	2144	0.5458	0.4550	0.5458	0.7388
0.0985	3.3117	2146	0.5445	0.4474	0.5445	0.7379
0.0985	3.3148	2148	0.6026	0.4381	0.6026	0.7763
0.0985	3.3179	2150	0.6806	0.4819	0.6806	0.8250
0.0985	3.3210	2152	0.7104	0.4819	0.7104	0.8429
0.0985	3.3241	2154	0.6734	0.4553	0.6734	0.8206
0.0985	3.3272	2156	0.6140	0.4381	0.6140	0.7836
0.0985	3.3302	2158	0.6031	0.4381	0.6031	0.7766
0.0985	3.3333	2160	0.6239	0.4381	0.6239	0.7899
0.0985	3.3364	2162	0.5766	0.4080	0.5766	0.7593
0.0985	3.3395	2164	0.5600	0.4474	0.5600	0.7483
0.0985	3.3426	2166	0.5912	0.4474	0.5912	0.7689
0.0985	3.3457	2168	0.6451	0.4094	0.6451	0.8032
0.0985	3.3488	2170	0.6499	0.4451	0.6499	0.8062
0.0985	3.3519	2172	0.6878	0.4118	0.6878	0.8294
0.0985	3.3549	2174	0.6731	0.4118	0.6731	0.8204
0.0985	3.3580	2176	0.6239	0.4474	0.6239	0.7899
0.0985	3.3611	2178	0.5556	0.4909	0.5556	0.7454
0.0985	3.3642	2180	0.5246	0.4861	0.5246	0.7243
0.0985	3.3673	2182	0.5430	0.4474	0.5430	0.7369
0.0985	3.3704	2184	0.5865	0.4381	0.5865	0.7658
0.0985	3.3735	2186	0.5981	0.4688	0.5981	0.7734
0.0985	3.3765	2188	0.6221	0.4913	0.6221	0.7888
0.0985	3.3796	2190	0.6356	0.4913	0.6356	0.7972
0.0985	3.3827	2192	0.7090	0.4492	0.7090	0.8420
0.0985	3.3858	2194	0.7375	0.4482	0.7375	0.8588
0.0985	3.3889	2196	0.6847	0.4878	0.6847	0.8275
0.0985	3.3920	2198	0.5761	0.4597	0.5761	0.7590
0.0985	3.3951	2200	0.5215	0.4474	0.5215	0.7222
0.0985	3.3981	2202	0.5063	0.4474	0.5063	0.7116
0.0985	3.4012	2204	0.5365	0.4474	0.5365	0.7325
0.0985	3.4043	2206	0.5705	0.4474	0.5705	0.7553
0.0985	3.4074	2208	0.6490	0.4667	0.6490	0.8056
0.0985	3.4105	2210	0.7395	0.4215	0.7395	0.8599
0.0985	3.4136	2212	0.7540	0.3883	0.7540	0.8684
0.0985	3.4167	2214	0.7039	0.4209	0.7039	0.8390
0.0985	3.4198	2216	0.6036	0.4688	0.6036	0.7769
0.0985	3.4228	2218	0.5155	0.4474	0.5155	0.7180
0.0985	3.4259	2220	0.4580	0.6656	0.4580	0.6767
0.0985	3.4290	2222	0.4427	0.6656	0.4427	0.6654
0.0985	3.4321	2224	0.4630	0.6656	0.4630	0.6804
0.0985	3.4352	2226	0.5327	0.4550	0.5327	0.7299
0.0985	3.4383	2228	0.6105	0.5333	0.6105	0.7813
0.0985	3.4414	2230	0.6277	0.5277	0.6277	0.7923
0.0985	3.4444	2232	0.5786	0.4185	0.5786	0.7606
0.0985	3.4475	2234	0.5067	0.4550	0.5067	0.7118
0.0985	3.4506	2236	0.4775	0.6656	0.4775	0.6910
0.0985	3.4537	2238	0.4869	0.6656	0.4869	0.6978
0.0985	3.4568	2240	0.5082	0.4550	0.5082	0.7129
0.0985	3.4599	2242	0.5316	0.4550	0.5316	0.7291
0.0985	3.4630	2244	0.5541	0.4185	0.5541	0.7444
0.0985	3.4660	2246	0.6178	0.4465	0.6178	0.7860
0.0985	3.4691	2248	0.6417	0.475	0.6417	0.8010
0.0985	3.4722	2250	0.6551	0.475	0.6551	0.8094
0.0985	3.4753	2252	0.6259	0.4465	0.6259	0.7911
0.0985	3.4784	2254	0.5855	0.4185	0.5855	0.7652
0.0985	3.4815	2256	0.5577	0.4563	0.5577	0.7468
0.0985	3.4846	2258	0.5717	0.4563	0.5717	0.7561
0.0985	3.4877	2260	0.6184	0.4185	0.6184	0.7864
0.0985	3.4907	2262	0.6804	0.4465	0.6804	0.8249
0.0985	3.4938	2264	0.6914	0.4465	0.6914	0.8315
0.0985	3.4969	2266	0.6649	0.5039	0.6649	0.8154
0.0985	3.5	2268	0.6150	0.5039	0.6150	0.7842
0.0985	3.5031	2270	0.5912	0.4667	0.5912	0.7689
0.0985	3.5062	2272	0.5489	0.4474	0.5489	0.7409
0.0985	3.5093	2274	0.5240	0.4176	0.5240	0.7239
0.0985	3.5123	2276	0.5356	0.4176	0.5356	0.7319
0.0985	3.5154	2278	0.5859	0.4185	0.5859	0.7655
0.0985	3.5185	2280	0.6816	0.4286	0.6816	0.8256
0.0985	3.5216	2282	0.7552	0.3967	0.7552	0.8690
0.0985	3.5247	2284	0.8110	0.3967	0.8110	0.9006
0.0985	3.5278	2286	0.7825	0.3967	0.7825	0.8846
0.0985	3.5309	2288	0.6974	0.3188	0.6974	0.8351
0.0985	3.5340	2290	0.6246	0.4185	0.6246	0.7903
0.0985	3.5370	2292	0.6205	0.4185	0.6205	0.7877
0.0985	3.5401	2294	0.6196	0.4185	0.6196	0.7871
0.0985	3.5432	2296	0.6265	0.4688	0.6265	0.7915
0.0985	3.5463	2298	0.6391	0.4286	0.6391	0.7995
0.0985	3.5494	2300	0.6269	0.4597	0.6269	0.7917
0.0985	3.5525	2302	0.6209	0.4286	0.6209	0.7879
0.0985	3.5556	2304	0.5963	0.475	0.5963	0.7722
0.0985	3.5586	2306	0.6002	0.475	0.6002	0.7747
0.0985	3.5617	2308	0.5847	0.475	0.5847	0.7646
0.0985	3.5648	2310	0.5573	0.475	0.5573	0.7465
0.0985	3.5679	2312	0.5517	0.4550	0.5517	0.7428
0.0985	3.5710	2314	0.5601	0.4909	0.5601	0.7484
0.0985	3.5741	2316	0.5791	0.4909	0.5791	0.7610
0.0985	3.5772	2318	0.5924	0.4878	0.5924	0.7697
0.0985	3.5802	2320	0.6106	0.4878	0.6106	0.7814
0.0985	3.5833	2322	0.6161	0.4878	0.6161	0.7849
0.0985	3.5864	2324	0.6470	0.4444	0.6470	0.8043
0.0985	3.5895	2326	0.6713	0.3831	0.6713	0.8194
0.0985	3.5926	2328	0.6659	0.3831	0.6659	0.8160
0.0985	3.5957	2330	0.6102	0.4290	0.6102	0.7811
0.0985	3.5988	2332	0.5729	0.3980	0.5729	0.7569
0.0985	3.6019	2334	0.5199	0.4474	0.5199	0.7210
0.0985	3.6049	2336	0.5240	0.4080	0.5240	0.7239
0.0985	3.6080	2338	0.5206	0.4474	0.5206	0.7215
0.0985	3.6111	2340	0.5472	0.4474	0.5472	0.7397
0.0985	3.6142	2342	0.6088	0.4018	0.6088	0.7802
0.0985	3.6173	2344	0.6722	0.4553	0.6722	0.8199
0.0985	3.6204	2346	0.6997	0.4553	0.6997	0.8365
0.0985	3.6235	2348	0.6622	0.4034	0.6622	0.8138
0.0985	3.6265	2350	0.6107	0.3842	0.6107	0.7815
0.0985	3.6296	2352	0.5441	0.4909	0.5441	0.7376
0.0985	3.6327	2354	0.5277	0.6866	0.5277	0.7264
0.0985	3.6358	2356	0.5386	0.5895	0.5386	0.7339
0.0985	3.6389	2358	0.5697	0.4909	0.5697	0.7548
0.0985	3.6420	2360	0.6039	0.4185	0.6039	0.7771
0.0985	3.6451	2362	0.6665	0.4372	0.6665	0.8164
0.0985	3.6481	2364	0.7619	0.3984	0.7619	0.8729
0.0985	3.6512	2366	0.8070	0.3883	0.8070	0.8983
0.0985	3.6543	2368	0.7703	0.3883	0.7703	0.8777
0.0985	3.6574	2370	0.7016	0.4492	0.7016	0.8376
0.0985	3.6605	2372	0.6082	0.4503	0.6082	0.7799
0.0985	3.6636	2374	0.5452	0.4688	0.5452	0.7384
0.0985	3.6667	2376	0.5262	0.4465	0.5262	0.7254
0.0985	3.6698	2378	0.5355	0.475	0.5355	0.7318
0.0985	3.6728	2380	0.5670	0.5039	0.5670	0.7530
0.0985	3.6759	2382	0.5955	0.4648	0.5955	0.7717
0.0985	3.6790	2384	0.6061	0.4965	0.6061	0.7785
0.0985	3.6821	2386	0.5864	0.5	0.5864	0.7658
0.0985	3.6852	2388	0.5607	0.4185	0.5607	0.7488
0.0985	3.6883	2390	0.5558	0.4550	0.5558	0.7455
0.0985	3.6914	2392	0.5265	0.5895	0.5265	0.7256
0.0985	3.6944	2394	0.5383	0.4909	0.5383	0.7337
0.0985	3.6975	2396	0.5573	0.4550	0.5573	0.7465
0.0985	3.7006	2398	0.6060	0.4199	0.6060	0.7785
0.0985	3.7037	2400	0.6461	0.4631	0.6461	0.8038
0.0985	3.7068	2402	0.6452	0.4631	0.6452	0.8033
0.0985	3.7099	2404	0.6075	0.4965	0.6075	0.7795
0.0985	3.7130	2406	0.5893	0.4727	0.5893	0.7677
0.0985	3.7160	2408	0.5863	0.4727	0.5863	0.7657
0.0985	3.7191	2410	0.5830	0.5039	0.5830	0.7636
0.0985	3.7222	2412	0.5745	0.4465	0.5745	0.7580
0.0985	3.7253	2414	0.5771	0.4465	0.5771	0.7597
0.0985	3.7284	2416	0.5748	0.4094	0.5748	0.7581
0.0985	3.7315	2418	0.6052	0.4667	0.6052	0.7780
0.0985	3.7346	2420	0.6049	0.4667	0.6049	0.7778
0.0985	3.7377	2422	0.5931	0.4667	0.5931	0.7701
0.0985	3.7407	2424	0.5669	0.4667	0.5669	0.7529
0.0985	3.7438	2426	0.5787	0.4667	0.5787	0.7607
0.0985	3.7469	2428	0.5884	0.496	0.5884	0.7671
0.0985	3.75	2430	0.6314	0.4581	0.6314	0.7946
0.0985	3.7531	2432	0.6479	0.4566	0.6479	0.8049
0.0985	3.7562	2434	0.6281	0.4581	0.6281	0.7925
0.0985	3.7593	2436	0.6030	0.496	0.6030	0.7765
0.0985	3.7623	2438	0.5683	0.4688	0.5683	0.7539
0.0985	3.7654	2440	0.5533	0.3783	0.5533	0.7438
0.0985	3.7685	2442	0.5809	0.3814	0.5809	0.7622
0.0985	3.7716	2444	0.6594	0.4648	0.6594	0.8120
0.0985	3.7747	2446	0.7621	0.4893	0.7621	0.8730
0.0985	3.7778	2448	0.8357	0.4293	0.8357	0.9142
0.0985	3.7809	2450	0.8291	0.3967	0.8291	0.9105
0.0985	3.7840	2452	0.7741	0.4924	0.7741	0.8798
0.0985	3.7870	2454	0.7335	0.4924	0.7335	0.8565
0.0985	3.7901	2456	0.6758	0.4924	0.6758	0.8221
0.0985	3.7932	2458	0.6036	0.4094	0.6036	0.7769
0.0985	3.7963	2460	0.5773	0.4080	0.5773	0.7598
0.0985	3.7994	2462	0.5941	0.4094	0.5941	0.7708
0.0985	3.8025	2464	0.5940	0.4667	0.5940	0.7707
0.0985	3.8056	2466	0.5755	0.4688	0.5755	0.7586
0.0985	3.8086	2468	0.5902	0.4667	0.5902	0.7682
0.0985	3.8117	2470	0.6306	0.4581	0.6306	0.7941

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