ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k70_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k70_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k70_task1_organization is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

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

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Dec 3, 2024
Updated: Dec 3, 2024
SHA: ab2cb2c7

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k70_task1_organization

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

Loss: 0.8172
Qwk: 0.6492
Mse: 0.8172
Rmse: 0.9040

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	0.0070	2	4.9905	-0.0722	4.9905	2.2339
No log	0.0141	4	2.9472	-0.0031	2.9472	1.7167
No log	0.0211	6	2.6444	-0.1112	2.6444	1.6262
No log	0.0282	8	2.9358	-0.1814	2.9358	1.7134
No log	0.0352	10	2.5262	-0.1398	2.5262	1.5894
No log	0.0423	12	2.2099	-0.1147	2.2099	1.4866
No log	0.0493	14	1.7742	-0.1014	1.7742	1.3320
No log	0.0563	16	1.2314	0.2049	1.2314	1.1097
No log	0.0634	18	1.1299	0.2736	1.1299	1.0630
No log	0.0704	20	1.1844	0.3208	1.1844	1.0883
No log	0.0775	22	1.4706	0.0	1.4706	1.2127
No log	0.0845	24	1.7518	0.0502	1.7518	1.3236
No log	0.0915	26	1.8633	0.0502	1.8633	1.3650
No log	0.0986	28	1.9358	0.0502	1.9358	1.3913
No log	0.1056	30	1.7994	0.0	1.7994	1.3414
No log	0.1127	32	1.5796	0.0	1.5796	1.2568
No log	0.1197	34	1.3268	0.1167	1.3268	1.1519
No log	0.1268	36	1.1956	0.3250	1.1956	1.0934
No log	0.1338	38	1.1822	0.2174	1.1822	1.0873
No log	0.1408	40	1.1826	0.1964	1.1826	1.0875
No log	0.1479	42	1.1957	0.1584	1.1957	1.0935
No log	0.1549	44	1.3988	0.2088	1.3988	1.1827
No log	0.1620	46	1.6737	0.0054	1.6737	1.2937
No log	0.1690	48	1.8034	0.0	1.8034	1.3429
No log	0.1761	50	1.6115	-0.0198	1.6115	1.2694
No log	0.1831	52	1.4823	0.0836	1.4823	1.2175
No log	0.1901	54	1.4957	0.1033	1.4957	1.2230
No log	0.1972	56	1.5423	-0.0272	1.5423	1.2419
No log	0.2042	58	1.7914	0.0487	1.7914	1.3384
No log	0.2113	60	1.9106	-0.0439	1.9106	1.3822
No log	0.2183	62	1.8337	-0.0047	1.8337	1.3542
No log	0.2254	64	1.7097	0.0	1.7097	1.3076
No log	0.2324	66	1.3536	0.1390	1.3536	1.1634
No log	0.2394	68	1.2148	0.2558	1.2148	1.1022
No log	0.2465	70	1.2169	0.2667	1.2169	1.1031
No log	0.2535	72	1.3450	0.2041	1.3450	1.1598
No log	0.2606	74	1.4007	0.2451	1.4007	1.1835
No log	0.2676	76	1.3432	0.2167	1.3432	1.1590
No log	0.2746	78	1.1794	0.2807	1.1794	1.0860
No log	0.2817	80	1.0760	0.1595	1.0760	1.0373
No log	0.2887	82	1.0645	0.3011	1.0645	1.0317
No log	0.2958	84	1.0490	0.2670	1.0490	1.0242
No log	0.3028	86	1.0247	0.3208	1.0247	1.0123
No log	0.3099	88	0.9659	0.2670	0.9659	0.9828
No log	0.3169	90	0.9581	0.3398	0.9581	0.9788
No log	0.3239	92	1.0009	0.2470	1.0009	1.0005
No log	0.3310	94	0.9683	0.2470	0.9683	0.9840
No log	0.3380	96	0.8559	0.4545	0.8559	0.9251
No log	0.3451	98	0.8179	0.5149	0.8179	0.9044
No log	0.3521	100	0.8397	0.4706	0.8397	0.9163
No log	0.3592	102	0.8433	0.4706	0.8433	0.9183
No log	0.3662	104	0.7450	0.5333	0.7450	0.8631
No log	0.3732	106	0.7466	0.5272	0.7466	0.8641
No log	0.3803	108	0.7324	0.5333	0.7324	0.8558
No log	0.3873	110	0.8700	0.4796	0.8700	0.9328
No log	0.3944	112	0.8253	0.4771	0.8253	0.9085
No log	0.4014	114	0.7081	0.5483	0.7081	0.8415
No log	0.4085	116	0.7709	0.5055	0.7709	0.8780
No log	0.4155	118	0.8039	0.4820	0.8039	0.8966
No log	0.4225	120	0.7485	0.4946	0.7485	0.8652
No log	0.4296	122	0.7839	0.4288	0.7839	0.8854
No log	0.4366	124	0.8262	0.4580	0.8262	0.9090
No log	0.4437	126	0.8900	0.4736	0.8900	0.9434
No log	0.4507	128	0.9570	0.4520	0.9570	0.9782
No log	0.4577	130	1.0400	0.4415	1.0400	1.0198
No log	0.4648	132	1.0231	0.4291	1.0231	1.0115
No log	0.4718	134	1.0657	0.1989	1.0657	1.0323
No log	0.4789	136	1.1224	0.2973	1.1224	1.0594
No log	0.4859	138	1.0694	0.3724	1.0694	1.0341
No log	0.4930	140	0.9693	0.3547	0.9693	0.9845
No log	0.5	142	0.9482	0.3241	0.9482	0.9737
No log	0.5070	144	0.9860	0.4436	0.9860	0.9930
No log	0.5141	146	1.0445	0.3014	1.0445	1.0220
No log	0.5211	148	1.1078	0.2241	1.1078	1.0525
No log	0.5282	150	1.1805	0.2733	1.1805	1.0865
No log	0.5352	152	1.2576	0.3343	1.2576	1.1214
No log	0.5423	154	1.4877	0.2901	1.4877	1.2197
No log	0.5493	156	1.5363	0.3539	1.5363	1.2395
No log	0.5563	158	1.3348	0.3011	1.3348	1.1553
No log	0.5634	160	1.1794	0.2773	1.1794	1.0860
No log	0.5704	162	1.2163	0.3163	1.2163	1.1029
No log	0.5775	164	1.3854	0.3657	1.3854	1.1770
No log	0.5845	166	1.4791	0.376	1.4791	1.2162
No log	0.5915	168	1.5470	0.4008	1.5470	1.2438
No log	0.5986	170	1.4381	0.3896	1.4381	1.1992
No log	0.6056	172	1.1039	0.4075	1.1039	1.0506
No log	0.6127	174	1.0415	0.4083	1.0415	1.0206
No log	0.6197	176	1.0927	0.3549	1.0927	1.0453
No log	0.6268	178	1.2779	0.1863	1.2779	1.1304
No log	0.6338	180	1.5353	0.1692	1.5353	1.2391
No log	0.6408	182	1.4787	0.1692	1.4787	1.2160
No log	0.6479	184	1.4994	0.2689	1.4994	1.2245
No log	0.6549	186	1.5231	0.3003	1.5231	1.2341
No log	0.6620	188	1.3894	0.2973	1.3894	1.1787
No log	0.6690	190	1.3893	0.2650	1.3893	1.1787
No log	0.6761	192	1.4492	0.2761	1.4492	1.2038
No log	0.6831	194	1.6065	0.2700	1.6065	1.2675
No log	0.6901	196	1.8084	0.2586	1.8084	1.3448
No log	0.6972	198	1.5989	0.3086	1.5989	1.2645
No log	0.7042	200	1.2126	0.3761	1.2126	1.1012
No log	0.7113	202	1.1236	0.3647	1.1236	1.0600
No log	0.7183	204	1.2836	0.3244	1.2836	1.1330
No log	0.7254	206	1.7771	0.2762	1.7771	1.3331
No log	0.7324	208	2.0244	0.2484	2.0244	1.4228
No log	0.7394	210	1.8902	0.2586	1.8902	1.3748
No log	0.7465	212	1.6704	0.2945	1.6704	1.2924
No log	0.7535	214	1.3054	0.3303	1.3054	1.1426
No log	0.7606	216	1.1625	0.3909	1.1625	1.0782
No log	0.7676	218	1.2255	0.3462	1.2255	1.1070
No log	0.7746	220	1.4949	0.2859	1.4949	1.2227
No log	0.7817	222	1.8273	0.2607	1.8273	1.3518
No log	0.7887	224	1.8849	0.2430	1.8849	1.3729
No log	0.7958	226	1.6549	0.2573	1.6549	1.2864
No log	0.8028	228	1.3627	0.0971	1.3627	1.1673
No log	0.8099	230	1.1659	0.1996	1.1659	1.0797
No log	0.8169	232	1.0617	0.3872	1.0617	1.0304
No log	0.8239	234	1.0277	0.3872	1.0277	1.0138
No log	0.8310	236	1.0580	0.3872	1.0580	1.0286
No log	0.8380	238	1.1828	0.1777	1.1828	1.0876
No log	0.8451	240	1.3241	0.2393	1.3241	1.1507
No log	0.8521	242	1.4253	0.3219	1.4253	1.1939
No log	0.8592	244	1.4044	0.3268	1.4044	1.1851
No log	0.8662	246	1.2091	0.2908	1.2091	1.0996
No log	0.8732	248	1.0209	0.4249	1.0209	1.0104
No log	0.8803	250	0.8739	0.5194	0.8739	0.9348
No log	0.8873	252	0.8746	0.4932	0.8746	0.9352
No log	0.8944	254	1.0351	0.3418	1.0351	1.0174
No log	0.9014	256	1.4745	0.3522	1.4745	1.2143
No log	0.9085	258	1.6100	0.2955	1.6100	1.2688
No log	0.9155	260	1.4734	0.2658	1.4734	1.2138
No log	0.9225	262	1.2858	0.2523	1.2858	1.1339
No log	0.9296	264	1.0734	0.3320	1.0734	1.0360
No log	0.9366	266	0.9712	0.3769	0.9712	0.9855
No log	0.9437	268	0.9453	0.3978	0.9453	0.9723
No log	0.9507	270	1.0405	0.3636	1.0405	1.0200
No log	0.9577	272	1.2054	0.3639	1.2054	1.0979
No log	0.9648	274	1.3786	0.3290	1.3786	1.1742
No log	0.9718	276	1.3895	0.3290	1.3895	1.1788
No log	0.9789	278	1.2360	0.2941	1.2360	1.1118
No log	0.9859	280	1.1024	0.3593	1.1024	1.0500
No log	0.9930	282	1.0481	0.375	1.0481	1.0238
No log	1.0	284	1.0853	0.3077	1.0853	1.0418
No log	1.0070	286	1.1066	0.3077	1.1066	1.0519
No log	1.0141	288	1.0447	0.2814	1.0447	1.0221
No log	1.0211	290	0.9923	0.2868	0.9923	0.9961
No log	1.0282	292	0.9128	0.3978	0.9128	0.9554
No log	1.0352	294	0.8884	0.3989	0.8884	0.9425
No log	1.0423	296	0.9275	0.4740	0.9275	0.9631
No log	1.0493	298	1.0817	0.4407	1.0817	1.0400
No log	1.0563	300	1.1013	0.4765	1.1013	1.0494
No log	1.0634	302	1.0490	0.5331	1.0490	1.0242
No log	1.0704	304	0.9354	0.4857	0.9354	0.9672
No log	1.0775	306	0.8378	0.4661	0.8378	0.9153
No log	1.0845	308	0.8086	0.4697	0.8086	0.8992
No log	1.0915	310	0.8386	0.5083	0.8386	0.9158
No log	1.0986	312	0.9297	0.4971	0.9297	0.9642
No log	1.1056	314	1.0143	0.5785	1.0143	1.0071
No log	1.1127	316	1.0814	0.5401	1.0814	1.0399
No log	1.1197	318	1.0164	0.5785	1.0164	1.0082
No log	1.1268	320	0.9583	0.5474	0.9583	0.9790
No log	1.1338	322	0.9204	0.5381	0.9204	0.9594
No log	1.1408	324	0.9021	0.5128	0.9021	0.9498
No log	1.1479	326	0.9480	0.4327	0.9480	0.9736
No log	1.1549	328	1.0216	0.3898	1.0216	1.0108
No log	1.1620	330	1.0088	0.4296	1.0088	1.0044
No log	1.1690	332	0.9562	0.4469	0.9562	0.9778
No log	1.1761	334	0.8606	0.4808	0.8606	0.9277
No log	1.1831	336	0.8496	0.5414	0.8496	0.9217
No log	1.1901	338	0.8576	0.5248	0.8576	0.9261
No log	1.1972	340	0.8907	0.5248	0.8907	0.9437
No log	1.2042	342	0.8712	0.4661	0.8712	0.9334
No log	1.2113	344	0.8590	0.4950	0.8590	0.9268
No log	1.2183	346	0.8778	0.4639	0.8778	0.9369
No log	1.2254	348	1.0459	0.5341	1.0459	1.0227
No log	1.2324	350	1.3129	0.4816	1.3129	1.1458
No log	1.2394	352	1.4529	0.4492	1.4529	1.2054
No log	1.2465	354	1.3054	0.5401	1.3054	1.1425
No log	1.2535	356	0.9953	0.4986	0.9953	0.9976
No log	1.2606	358	0.8907	0.5318	0.8907	0.9438
No log	1.2676	360	0.8935	0.5074	0.8935	0.9453
No log	1.2746	362	1.0036	0.4986	1.0036	1.0018
No log	1.2817	364	1.2576	0.4748	1.2576	1.1214
No log	1.2887	366	1.3464	0.4115	1.3464	1.1603
No log	1.2958	368	1.1655	0.4405	1.1655	1.0796
No log	1.3028	370	1.0096	0.4813	1.0096	1.0048
No log	1.3099	372	0.8877	0.4357	0.8877	0.9422
No log	1.3169	374	0.8775	0.4538	0.8775	0.9368
No log	1.3239	376	0.9110	0.4503	0.9110	0.9545
No log	1.3310	378	0.9508	0.5084	0.9508	0.9751
No log	1.3380	380	1.0916	0.5239	1.0916	1.0448
No log	1.3451	382	1.2829	0.5618	1.2829	1.1326
No log	1.3521	384	1.2079	0.5446	1.2079	1.0990
No log	1.3592	386	0.9903	0.5390	0.9903	0.9952
No log	1.3662	388	0.9531	0.6498	0.9531	0.9762
No log	1.3732	390	0.9525	0.6498	0.9525	0.9759
No log	1.3803	392	1.0486	0.5749	1.0486	1.0240
No log	1.3873	394	1.0955	0.5843	1.0955	1.0467
No log	1.3944	396	1.0388	0.5345	1.0388	1.0192
No log	1.4014	398	0.8858	0.5438	0.8858	0.9412
No log	1.4085	400	0.8218	0.5574	0.8218	0.9065
No log	1.4155	402	0.8207	0.5852	0.8207	0.9059
No log	1.4225	404	0.8588	0.5323	0.8588	0.9267
No log	1.4296	406	0.9584	0.532	0.9584	0.9790
No log	1.4366	408	1.0888	0.5114	1.0888	1.0434
No log	1.4437	410	1.2386	0.4952	1.2386	1.1129
No log	1.4507	412	1.3338	0.4248	1.3338	1.1549
No log	1.4577	414	1.1627	0.4733	1.1627	1.0783
No log	1.4648	416	0.9114	0.4850	0.9114	0.9547
No log	1.4718	418	0.8044	0.4262	0.8044	0.8969
No log	1.4789	420	0.8009	0.5052	0.8009	0.8949
No log	1.4859	422	0.8263	0.4819	0.8263	0.9090
No log	1.4930	424	0.8943	0.4746	0.8943	0.9457
No log	1.5	426	0.9487	0.5072	0.9487	0.9740
No log	1.5070	428	0.9307	0.4834	0.9307	0.9647
No log	1.5141	430	0.9834	0.5197	0.9834	0.9917
No log	1.5211	432	0.9815	0.4822	0.9815	0.9907
No log	1.5282	434	0.9068	0.4359	0.9068	0.9522
No log	1.5352	436	0.8974	0.4359	0.8974	0.9473
No log	1.5423	438	0.9711	0.4957	0.9711	0.9855
No log	1.5493	440	1.1877	0.4375	1.1877	1.0898
No log	1.5563	442	1.4955	0.3461	1.4955	1.2229
No log	1.5634	444	1.4926	0.3461	1.4926	1.2217
No log	1.5704	446	1.3192	0.4375	1.3192	1.1485
No log	1.5775	448	1.1133	0.4375	1.1133	1.0552
No log	1.5845	450	0.9365	0.4443	0.9365	0.9677
No log	1.5915	452	0.8915	0.4787	0.8915	0.9442
No log	1.5986	454	0.9510	0.4027	0.9510	0.9752
No log	1.6056	456	1.1583	0.4375	1.1583	1.0762
No log	1.6127	458	1.2417	0.4237	1.2417	1.1143
No log	1.6197	460	1.3274	0.4476	1.3274	1.1521
No log	1.6268	462	1.2472	0.4345	1.2472	1.1168
No log	1.6338	464	1.0978	0.4234	1.0978	1.0478
No log	1.6408	466	0.8730	0.4375	0.8730	0.9343
No log	1.6479	468	0.8008	0.4144	0.8008	0.8949
No log	1.6549	470	0.8023	0.4618	0.8023	0.8957
No log	1.6620	472	0.8519	0.5429	0.8519	0.9230
No log	1.6690	474	1.0217	0.4625	1.0217	1.0108
No log	1.6761	476	1.3424	0.3976	1.3424	1.1586
No log	1.6831	478	1.6034	0.3766	1.6034	1.2663
No log	1.6901	480	1.5680	0.3766	1.5680	1.2522
No log	1.6972	482	1.3105	0.4476	1.3105	1.1448
No log	1.7042	484	0.9696	0.4375	0.9696	0.9847
No log	1.7113	486	0.8177	0.5234	0.8177	0.9043
No log	1.7183	488	0.7798	0.5574	0.7798	0.8831
No log	1.7254	490	0.8002	0.5385	0.8002	0.8946
No log	1.7324	492	0.8881	0.4107	0.8881	0.9424
No log	1.7394	494	0.9688	0.4625	0.9687	0.9843
No log	1.7465	496	1.0262	0.4620	1.0262	1.0130
No log	1.7535	498	1.1118	0.4844	1.1118	1.0544
0.4984	1.7606	500	1.0188	0.4892	1.0188	1.0093
0.4984	1.7676	502	0.9261	0.4861	0.9261	0.9623
0.4984	1.7746	504	0.8801	0.4872	0.8801	0.9381
0.4984	1.7817	506	0.8945	0.4872	0.8945	0.9458
0.4984	1.7887	508	0.9302	0.4872	0.9302	0.9645
0.4984	1.7958	510	1.0255	0.4773	1.0255	1.0127
0.4984	1.8028	512	1.0310	0.4773	1.0310	1.0154
0.4984	1.8099	514	0.9273	0.4872	0.9273	0.9630
0.4984	1.8169	516	0.8491	0.5460	0.8491	0.9215
0.4984	1.8239	518	0.8865	0.5460	0.8865	0.9416
0.4984	1.8310	520	1.0401	0.5428	1.0401	1.0199
0.4984	1.8380	522	1.3627	0.4718	1.3627	1.1673
0.4984	1.8451	524	1.5876	0.4611	1.5876	1.2600
0.4984	1.8521	526	1.6218	0.4317	1.6218	1.2735
0.4984	1.8592	528	1.4918	0.4694	1.4918	1.2214
0.4984	1.8662	530	1.3433	0.4251	1.3433	1.1590
0.4984	1.8732	532	1.1401	0.4844	1.1401	1.0678
0.4984	1.8803	534	1.0800	0.4898	1.0800	1.0392
0.4984	1.8873	536	1.1127	0.4761	1.1127	1.0548
0.4984	1.8944	538	1.0923	0.3774	1.0923	1.0451
0.4984	1.9014	540	1.0421	0.3392	1.0421	1.0208
0.4984	1.9085	542	1.0161	0.4208	1.0161	1.0080
0.4984	1.9155	544	0.9491	0.4375	0.9491	0.9742
0.4984	1.9225	546	0.8608	0.4682	0.8608	0.9278
0.4984	1.9296	548	0.8620	0.5331	0.8620	0.9285
0.4984	1.9366	550	0.9873	0.5142	0.9873	0.9936
0.4984	1.9437	552	1.2533	0.4834	1.2533	1.1195
0.4984	1.9507	554	1.6269	0.3354	1.6269	1.2755
0.4984	1.9577	556	1.7679	0.2640	1.7679	1.3296
0.4984	1.9648	558	1.6182	0.3354	1.6182	1.2721
0.4984	1.9718	560	1.3143	0.4834	1.3143	1.1464
0.4984	1.9789	562	1.0119	0.5283	1.0119	1.0060
0.4984	1.9859	564	0.9236	0.55	0.9236	0.9610
0.4984	1.9930	566	0.9484	0.5619	0.9484	0.9739
0.4984	2.0	568	1.1090	0.4375	1.1090	1.0531
0.4984	2.0070	570	1.3350	0.4375	1.3350	1.1554
0.4984	2.0141	572	1.5341	0.3904	1.5341	1.2386
0.4984	2.0211	574	1.7214	0.3322	1.7214	1.3120
0.4984	2.0282	576	1.6744	0.3645	1.6744	1.2940
0.4984	2.0352	578	1.4583	0.4248	1.4583	1.2076
0.4984	2.0423	580	1.1278	0.4271	1.1278	1.0620
0.4984	2.0493	582	0.9353	0.55	0.9353	0.9671
0.4984	2.0563	584	0.8690	0.5284	0.8690	0.9322
0.4984	2.0634	586	0.8914	0.5284	0.8914	0.9442
0.4984	2.0704	588	0.9941	0.5354	0.9941	0.9970
0.4984	2.0775	590	1.1703	0.4375	1.1703	1.0818
0.4984	2.0845	592	1.3455	0.4248	1.3455	1.1599
0.4984	2.0915	594	1.4191	0.4591	1.4191	1.1913
0.4984	2.0986	596	1.3094	0.4939	1.3094	1.1443
0.4984	2.1056	598	1.1132	0.4625	1.1132	1.0551
0.4984	2.1127	600	1.0257	0.5310	1.0257	1.0128
0.4984	2.1197	602	0.9822	0.5072	0.9822	0.9911
0.4984	2.1268	604	0.9734	0.5072	0.9734	0.9866
0.4984	2.1338	606	1.0606	0.4625	1.0606	1.0299
0.4984	2.1408	608	1.1845	0.4864	1.1845	1.0883
0.4984	2.1479	610	1.1576	0.4485	1.1576	1.0759
0.4984	2.1549	612	1.0379	0.5142	1.0379	1.0188
0.4984	2.1620	614	0.9072	0.4697	0.9072	0.9525
0.4984	2.1690	616	0.8430	0.4785	0.8430	0.9182
0.4984	2.1761	618	0.8315	0.4950	0.8315	0.9119
0.4984	2.1831	620	0.8696	0.4618	0.8696	0.9325
0.4984	2.1901	622	0.9856	0.4142	0.9856	0.9928
0.4984	2.1972	624	1.0604	0.4631	1.0604	1.0298
0.4984	2.2042	626	1.0823	0.4631	1.0823	1.0404
0.4984	2.2113	628	0.9864	0.4842	0.9864	0.9932
0.4984	2.2183	630	0.9219	0.4842	0.9219	0.9601
0.4984	2.2254	632	0.8477	0.5128	0.8477	0.9207
0.4984	2.2324	634	0.7921	0.5873	0.7921	0.8900
0.4984	2.2394	636	0.7932	0.5234	0.7932	0.8906
0.4984	2.2465	638	0.8274	0.5183	0.8274	0.9096
0.4984	2.2535	640	0.8276	0.4908	0.8276	0.9097
0.4984	2.2606	642	0.8100	0.5486	0.8100	0.9000
0.4984	2.2676	644	0.7921	0.5486	0.7921	0.8900
0.4984	2.2746	646	0.7920	0.5727	0.7920	0.8899
0.4984	2.2817	648	0.8132	0.6217	0.8132	0.9018
0.4984	2.2887	650	0.8814	0.5100	0.8814	0.9388
0.4984	2.2958	652	0.9406	0.5536	0.9406	0.9698
0.4984	2.3028	654	1.0338	0.5310	1.0338	1.0168
0.4984	2.3099	656	1.0285	0.4928	1.0285	1.0141
0.4984	2.3169	658	0.9790	0.4928	0.9790	0.9894
0.4984	2.3239	660	0.9135	0.4322	0.9135	0.9558
0.4984	2.3310	662	0.8720	0.4639	0.8720	0.9338
0.4984	2.3380	664	0.8330	0.5115	0.8330	0.9127
0.4984	2.3451	666	0.8456	0.4600	0.8456	0.9196
0.4984	2.3521	668	0.9301	0.4842	0.9301	0.9644
0.4984	2.3592	670	1.0630	0.5568	1.0630	1.0310
0.4984	2.3662	672	1.0916	0.5443	1.0916	1.0448
0.4984	2.3732	674	1.1091	0.5570	1.1091	1.0532
0.4984	2.3803	676	1.1136	0.4864	1.1136	1.0553
0.4984	2.3873	678	1.0436	0.5014	1.0436	1.0216
0.4984	2.3944	680	1.0286	0.4773	1.0286	1.0142
0.4984	2.4014	682	0.9650	0.5076	0.9650	0.9823
0.4984	2.4085	684	0.9278	0.4722	0.9278	0.9632
0.4984	2.4155	686	0.9374	0.4600	0.9374	0.9682
0.4984	2.4225	688	1.0054	0.3982	1.0054	1.0027
0.4984	2.4296	690	1.0674	0.4637	1.0674	1.0331
0.4984	2.4366	692	1.1339	0.4631	1.1339	1.0648
0.4984	2.4437	694	1.1191	0.4915	1.1191	1.0579
0.4984	2.4507	696	1.0220	0.4832	1.0220	1.0109
0.4984	2.4577	698	0.9109	0.4359	0.9109	0.9544
0.4984	2.4648	700	0.8646	0.5607	0.8646	0.9299
0.4984	2.4718	702	0.8647	0.5862	0.8647	0.9299
0.4984	2.4789	704	0.8999	0.5551	0.8999	0.9486
0.4984	2.4859	706	0.9088	0.4832	0.9088	0.9533
0.4984	2.4930	708	0.9816	0.4832	0.9816	0.9908
0.4984	2.5	710	0.9852	0.5068	0.9852	0.9926
0.4984	2.5070	712	0.9729	0.5068	0.9729	0.9864
0.4984	2.5141	714	0.8887	0.4842	0.8887	0.9427
0.4984	2.5211	716	0.8082	0.5580	0.8082	0.8990
0.4984	2.5282	718	0.7549	0.5607	0.7549	0.8689
0.4984	2.5352	720	0.7292	0.5632	0.7292	0.8539
0.4984	2.5423	722	0.7360	0.6125	0.7360	0.8579
0.4984	2.5493	724	0.7708	0.5989	0.7708	0.8780
0.4984	2.5563	726	0.8216	0.6067	0.8216	0.9064
0.4984	2.5634	728	0.9006	0.5428	0.9006	0.9490
0.4984	2.5704	730	0.9343	0.5295	0.9343	0.9666
0.4984	2.5775	732	0.8689	0.5205	0.8689	0.9322
0.4984	2.5845	734	0.8028	0.5580	0.8028	0.8960
0.4984	2.5915	736	0.7784	0.5335	0.7784	0.8823
0.4984	2.5986	738	0.7867	0.5335	0.7867	0.8870
0.4984	2.6056	740	0.8176	0.4755	0.8176	0.9042
0.4984	2.6127	742	0.8953	0.5179	0.8953	0.9462
0.4984	2.6197	744	0.8771	0.5179	0.8771	0.9366
0.4984	2.6268	746	0.7942	0.6037	0.7942	0.8912
0.4984	2.6338	748	0.7352	0.5443	0.7352	0.8575
0.4984	2.6408	750	0.7297	0.5443	0.7297	0.8542
0.4984	2.6479	752	0.7533	0.5368	0.7533	0.8679
0.4984	2.6549	754	0.7609	0.5091	0.7609	0.8723
0.4984	2.6620	756	0.7756	0.5193	0.7756	0.8807
0.4984	2.6690	758	0.8133	0.5814	0.8133	0.9018
0.4984	2.6761	760	0.9295	0.4944	0.9295	0.9641
0.4984	2.6831	762	1.0136	0.5251	1.0136	1.0068
0.4984	2.6901	764	0.9716	0.5289	0.9716	0.9857
0.4984	2.6972	766	0.8653	0.4698	0.8653	0.9302
0.4984	2.7042	768	0.8518	0.5117	0.8518	0.9229
0.4984	2.7113	770	0.8546	0.5235	0.8546	0.9244
0.4984	2.7183	772	0.8817	0.5354	0.8817	0.9390
0.4984	2.7254	774	0.9341	0.4813	0.9341	0.9665
0.4984	2.7324	776	0.9425	0.4813	0.9425	0.9708
0.4984	2.7394	778	0.9122	0.4813	0.9122	0.9551
0.4984	2.7465	780	0.9157	0.4813	0.9157	0.9569
0.4984	2.7535	782	0.8803	0.4698	0.8803	0.9382
0.4984	2.7606	784	0.8701	0.5	0.8701	0.9328
0.4984	2.7676	786	0.8856	0.4861	0.8856	0.9410
0.4984	2.7746	788	0.9068	0.5205	0.9068	0.9523
0.4984	2.7817	790	0.9523	0.4944	0.9523	0.9759
0.4984	2.7887	792	0.9356	0.4832	0.9356	0.9673
0.4984	2.7958	794	0.9103	0.4972	0.9103	0.9541
0.4984	2.8028	796	0.8723	0.5388	0.8723	0.9340
0.4984	2.8099	798	0.8828	0.5	0.8828	0.9396
0.4984	2.8169	800	0.9764	0.4944	0.9764	0.9881
0.4984	2.8239	802	1.1342	0.5233	1.1342	1.0650
0.4984	2.8310	804	1.2769	0.5061	1.2769	1.1300
0.4984	2.8380	806	1.2599	0.4733	1.2599	1.1224
0.4984	2.8451	808	1.1476	0.5013	1.1476	1.0712
0.4984	2.8521	810	1.0052	0.5056	1.0052	1.0026
0.4984	2.8592	812	0.9046	0.4324	0.9046	0.9511
0.4984	2.8662	814	0.8547	0.5335	0.8547	0.9245
0.4984	2.8732	816	0.8497	0.5335	0.8497	0.9218
0.4984	2.8803	818	0.8898	0.5335	0.8898	0.9433
0.4984	2.8873	820	1.0031	0.5084	1.0031	1.0015
0.4984	2.8944	822	1.0436	0.5056	1.0436	1.0216
0.4984	2.9014	824	1.1324	0.4509	1.1324	1.0641
0.4984	2.9085	826	1.2517	0.4605	1.2517	1.1188
0.4984	2.9155	828	1.2349	0.4478	1.2349	1.1113
0.4984	2.9225	830	1.1201	0.4375	1.1201	1.0583
0.4984	2.9296	832	0.9757	0.4408	0.9757	0.9878
0.4984	2.9366	834	0.8528	0.4890	0.8528	0.9235
0.4984	2.9437	836	0.7940	0.5359	0.7940	0.8910
0.4984	2.9507	838	0.7725	0.5359	0.7725	0.8789
0.4984	2.9577	840	0.7938	0.5607	0.7938	0.8909
0.4984	2.9648	842	0.8646	0.5933	0.8646	0.9298
0.4984	2.9718	844	0.9472	0.5179	0.9472	0.9733
0.4984	2.9789	846	0.9722	0.5289	0.9722	0.9860
0.4984	2.9859	848	0.9480	0.4903	0.9480	0.9737
0.4984	2.9930	850	0.8634	0.55	0.8634	0.9292
0.4984	3.0	852	0.8331	0.5833	0.8331	0.9127
0.4984	3.0070	854	0.8001	0.4917	0.8001	0.8945
0.4984	3.0141	856	0.7405	0.5135	0.7405	0.8605
0.4984	3.0211	858	0.7101	0.5017	0.7101	0.8427
0.4984	3.0282	860	0.6921	0.5190	0.6921	0.8319
0.4984	3.0352	862	0.6891	0.5574	0.6891	0.8301
0.4984	3.0423	864	0.7067	0.5574	0.7067	0.8406
0.4984	3.0493	866	0.7501	0.5645	0.7501	0.8661
0.4984	3.0563	868	0.8291	0.5619	0.8291	0.9105
0.4984	3.0634	870	0.9296	0.5289	0.9296	0.9642
0.4984	3.0704	872	1.0360	0.4614	1.0360	1.0178
0.4984	3.0775	874	1.1037	0.4480	1.1037	1.0506
0.4984	3.0845	876	1.0516	0.4864	1.0516	1.0255
0.4984	3.0915	878	0.9486	0.5448	0.9486	0.9740
0.4984	3.0986	880	0.8480	0.5527	0.8480	0.9209
0.4984	3.1056	882	0.8018	0.5823	0.8018	0.8955
0.4984	3.1127	884	0.8051	0.5823	0.8051	0.8973
0.4984	3.1197	886	0.8646	0.5840	0.8646	0.9298
0.4984	3.1268	888	1.0071	0.5119	1.0071	1.0035
0.4984	3.1338	890	1.0725	0.5	1.0725	1.0356
0.4984	3.1408	892	1.1137	0.4614	1.1137	1.0553
0.4984	3.1479	894	1.0764	0.4375	1.0764	1.0375
0.4984	3.1549	896	0.9707	0.4784	0.9707	0.9852
0.4984	3.1620	898	0.8979	0.5154	0.8979	0.9476
0.4984	3.1690	900	0.8942	0.5154	0.8942	0.9456
0.4984	3.1761	902	0.9274	0.4955	0.9274	0.9630
0.4984	3.1831	904	0.9731	0.5304	0.9731	0.9864
0.4984	3.1901	906	1.0389	0.4756	1.0389	1.0193
0.4984	3.1972	908	1.0384	0.4756	1.0384	1.0190
0.4984	3.2042	910	0.9910	0.4892	0.9910	0.9955
0.4984	3.2113	912	0.9195	0.5205	0.9195	0.9589
0.4984	3.2183	914	0.9099	0.484	0.9099	0.9539
0.4984	3.2254	916	0.8797	0.5610	0.8797	0.9379
0.4984	3.2324	918	0.8883	0.5581	0.8883	0.9425
0.4984	3.2394	920	0.9043	0.5091	0.9043	0.9510
0.4984	3.2465	922	0.9311	0.5170	0.9311	0.9649
0.4984	3.2535	924	0.9829	0.5276	0.9829	0.9914
0.4984	3.2606	926	1.0361	0.5276	1.0361	1.0179
0.4984	3.2676	928	1.0620	0.5119	1.0620	1.0305
0.4984	3.2746	930	1.0000	0.4655	1.0000	1.0000
0.4984	3.2817	932	0.9596	0.5448	0.9596	0.9796
0.4984	3.2887	934	0.9303	0.5448	0.9303	0.9645
0.4984	3.2958	936	0.9259	0.5591	0.9259	0.9623
0.4984	3.3028	938	0.9542	0.5817	0.9542	0.9769
0.4984	3.3099	940	1.0153	0.5027	1.0153	1.0076
0.4984	3.3169	942	1.0888	0.5257	1.0888	1.0434
0.4984	3.3239	944	1.0859	0.5257	1.0859	1.0421
0.4984	3.3310	946	1.1324	0.5239	1.1324	1.0641
0.4984	3.3380	948	1.0828	0.5276	1.0828	1.0406
0.4984	3.3451	950	1.0054	0.5054	1.0054	1.0027
0.4984	3.3521	952	0.9424	0.5840	0.9424	0.9708
0.4984	3.3592	954	0.9052	0.4834	0.9052	0.9514
0.4984	3.3662	956	0.9392	0.5354	0.9392	0.9691
0.4984	3.3732	958	0.9875	0.5354	0.9875	0.9937
0.4984	3.3803	960	0.9820	0.5056	0.9820	0.9909
0.4984	3.3873	962	0.9812	0.4813	0.9812	0.9905
0.4984	3.3944	964	0.9988	0.4793	0.9988	0.9994
0.4984	3.4014	966	0.9916	0.5054	0.9916	0.9958
0.4984	3.4085	968	0.9329	0.4713	0.9329	0.9659
0.4984	3.4155	970	0.9519	0.4947	0.9519	0.9757
0.4984	3.4225	972	0.9996	0.5054	0.9996	0.9998
0.4984	3.4296	974	1.0256	0.4793	1.0256	1.0127
0.4984	3.4366	976	0.9699	0.4793	0.9699	0.9848
0.4984	3.4437	978	0.9238	0.4698	0.9238	0.9611
0.4984	3.4507	980	0.8858	0.5235	0.8858	0.9412
0.4984	3.4577	982	0.8712	0.5235	0.8712	0.9334
0.4984	3.4648	984	0.8224	0.4714	0.8224	0.9068
0.4984	3.4718	986	0.8373	0.5235	0.8373	0.9150
0.4984	3.4789	988	0.8513	0.5235	0.8513	0.9226
0.4984	3.4859	990	0.8525	0.5235	0.8525	0.9233
0.4984	3.4930	992	0.8413	0.5235	0.8413	0.9172
0.4984	3.5	994	0.8052	0.55	0.8052	0.8973
0.4984	3.5070	996	0.7903	0.5921	0.7903	0.8890
0.4984	3.5141	998	0.7794	0.5957	0.7794	0.8828
0.1064	3.5211	1000	0.7185	0.6227	0.7185	0.8477
0.1064	3.5282	1002	0.6837	0.5883	0.6837	0.8269
0.1064	3.5352	1004	0.6818	0.5334	0.6818	0.8257
0.1064	3.5423	1006	0.7123	0.5411	0.7123	0.8440
0.1064	3.5493	1008	0.7730	0.5896	0.7730	0.8792
0.1064	3.5563	1010	0.9179	0.4919	0.9179	0.9581
0.1064	3.5634	1012	1.0172	0.4881	1.0172	1.0086
0.1064	3.5704	1014	1.0313	0.4881	1.0313	1.0155
0.1064	3.5775	1016	0.9450	0.5145	0.9450	0.9721
0.1064	3.5845	1018	0.8585	0.4971	0.8585	0.9266
0.1064	3.5915	1020	0.7997	0.5174	0.7997	0.8942
0.1064	3.5986	1022	0.7665	0.4808	0.7665	0.8755
0.1064	3.6056	1024	0.7733	0.4983	0.7733	0.8794
0.1064	3.6127	1026	0.8007	0.5102	0.8007	0.8948
0.1064	3.6197	1028	0.8386	0.4448	0.8386	0.9158
0.1064	3.6268	1030	0.8926	0.5016	0.8926	0.9448
0.1064	3.6338	1032	0.9582	0.4792	0.9582	0.9789
0.1064	3.6408	1034	1.0258	0.4773	1.0258	1.0128
0.1064	3.6479	1036	1.0442	0.4266	1.0442	1.0219
0.1064	3.6549	1038	1.0046	0.4773	1.0046	1.0023
0.1064	3.6620	1040	0.9415	0.4792	0.9415	0.9703
0.1064	3.6690	1042	0.9335	0.4792	0.9335	0.9662
0.1064	3.6761	1044	0.9083	0.4697	0.9083	0.9530
0.1064	3.6831	1046	0.8926	0.5143	0.8926	0.9448
0.1064	3.6901	1048	0.9012	0.4697	0.9012	0.9493
0.1064	3.6972	1050	0.9093	0.4697	0.9093	0.9536
0.1064	3.7042	1052	0.8903	0.5143	0.8903	0.9435
0.1064	3.7113	1054	0.9028	0.4689	0.9028	0.9502
0.1064	3.7183	1056	0.9108	0.4941	0.9108	0.9543
0.1064	3.7254	1058	0.8613	0.5256	0.8613	0.9281
0.1064	3.7324	1060	0.8373	0.5431	0.8373	0.9151
0.1064	3.7394	1062	0.8482	0.5474	0.8482	0.9210
0.1064	3.7465	1064	0.8543	0.5474	0.8543	0.9243
0.1064	3.7535	1066	0.8843	0.5310	0.8843	0.9404
0.1064	3.7606	1068	0.8570	0.5378	0.8570	0.9257
0.1064	3.7676	1070	0.8273	0.5016	0.8273	0.9096
0.1064	3.7746	1072	0.8346	0.5456	0.8346	0.9136
0.1064	3.7817	1074	0.8569	0.5	0.8569	0.9257
0.1064	3.7887	1076	0.8906	0.4697	0.8906	0.9437
0.1064	3.7958	1078	0.9318	0.4689	0.9318	0.9653
0.1064	3.8028	1080	1.0111	0.4631	1.0111	1.0055
0.1064	3.8099	1082	1.1225	0.3992	1.1225	1.0595
0.1064	3.8169	1084	1.1757	0.4240	1.1757	1.0843
0.1064	3.8239	1086	1.2008	0.4240	1.2008	1.0958
0.1064	3.8310	1088	1.1974	0.4240	1.1974	1.0943
0.1064	3.8380	1090	1.1641	0.4240	1.1641	1.0790
0.1064	3.8451	1092	1.0968	0.4266	1.0968	1.0473
0.1064	3.8521	1094	1.0245	0.4773	1.0245	1.0122
0.1064	3.8592	1096	1.0142	0.4773	1.0142	1.0071
0.1064	3.8662	1098	1.0113	0.4773	1.0113	1.0057
0.1064	3.8732	1100	1.0355	0.4773	1.0355	1.0176
0.1064	3.8803	1102	1.1145	0.4266	1.1145	1.0557
0.1064	3.8873	1104	1.1804	0.4375	1.1804	1.0865
0.1064	3.8944	1106	1.2377	0.3992	1.2377	1.1125
0.1064	3.9014	1108	1.2399	0.3992	1.2399	1.1135
0.1064	3.9085	1110	1.1797	0.3733	1.1797	1.0861
0.1064	3.9155	1112	1.1550	0.4125	1.1550	1.0747
0.1064	3.9225	1114	1.1609	0.4125	1.1609	1.0775
0.1064	3.9296	1116	1.1260	0.4125	1.1260	1.0611
0.1064	3.9366	1118	1.1149	0.4125	1.1149	1.0559
0.1064	3.9437	1120	1.1518	0.4125	1.1518	1.0732
0.1064	3.9507	1122	1.2276	0.4125	1.2276	1.1080
0.1064	3.9577	1124	1.2808	0.4375	1.2808	1.1317
0.1064	3.9648	1126	1.2743	0.4375	1.2743	1.1289
0.1064	3.9718	1128	1.2202	0.4125	1.2202	1.1046
0.1064	3.9789	1130	1.1050	0.4406	1.1050	1.0512
0.1064	3.9859	1132	1.0426	0.4661	1.0426	1.0211
0.1064	3.9930	1134	1.0055	0.4941	1.0055	1.0027
0.1064	4.0	1136	0.9640	0.4689	0.9640	0.9818
0.1064	4.0070	1138	0.9625	0.4689	0.9625	0.9811
0.1064	4.0141	1140	1.0113	0.4408	1.0113	1.0056
0.1064	4.0211	1142	1.0596	0.4408	1.0596	1.0294
0.1064	4.0282	1144	1.0979	0.4406	1.0979	1.0478
0.1064	4.0352	1146	1.0889	0.4406	1.0889	1.0435
0.1064	4.0423	1148	1.0759	0.4406	1.0759	1.0373
0.1064	4.0493	1150	1.0804	0.4406	1.0804	1.0394
0.1064	4.0563	1152	1.0864	0.4406	1.0864	1.0423
0.1064	4.0634	1154	1.0813	0.4406	1.0813	1.0399
0.1064	4.0704	1156	1.0988	0.4406	1.0988	1.0482
0.1064	4.0775	1158	1.1002	0.4406	1.1002	1.0489
0.1064	4.0845	1160	1.1502	0.4266	1.1502	1.0725
0.1064	4.0915	1162	1.1801	0.4512	1.1801	1.0863
0.1064	4.0986	1164	1.1718	0.4266	1.1718	1.0825
0.1064	4.1056	1166	1.1021	0.4266	1.1021	1.0498
0.1064	4.1127	1168	1.0562	0.4266	1.0562	1.0277
0.1064	4.1197	1170	1.0716	0.4266	1.0716	1.0352
0.1064	4.1268	1172	1.0816	0.4266	1.0816	1.0400
0.1064	4.1338	1174	1.0870	0.4266	1.0870	1.0426
0.1064	4.1408	1176	1.1053	0.4266	1.1053	1.0513
0.1064	4.1479	1178	1.1318	0.4266	1.1318	1.0639
0.1064	4.1549	1180	1.1528	0.4266	1.1528	1.0737
0.1064	4.1620	1182	1.1330	0.4406	1.1330	1.0644
0.1064	4.1690	1184	1.0520	0.4406	1.0520	1.0256
0.1064	4.1761	1186	0.9499	0.4406	0.9499	0.9746
0.1064	4.1831	1188	0.8824	0.5100	0.8824	0.9394
0.1064	4.1901	1190	0.8550	0.5526	0.8550	0.9247
0.1064	4.1972	1192	0.8654	0.5362	0.8654	0.9303
0.1064	4.2042	1194	0.9009	0.5336	0.9009	0.9491
0.1064	4.2113	1196	0.9577	0.4684	0.9577	0.9786
0.1064	4.2183	1198	1.0336	0.4406	1.0336	1.0167
0.1064	4.2254	1200	1.0840	0.4406	1.0840	1.0412
0.1064	4.2324	1202	1.0907	0.4406	1.0907	1.0444
0.1064	4.2394	1204	1.0489	0.4406	1.0489	1.0241
0.1064	4.2465	1206	1.0050	0.4406	1.0050	1.0025
0.1064	4.2535	1208	0.9937	0.4406	0.9937	0.9968
0.1064	4.2606	1210	1.0171	0.4406	1.0171	1.0085
0.1064	4.2676	1212	1.0325	0.4406	1.0325	1.0161
0.1064	4.2746	1214	1.0540	0.4406	1.0540	1.0266
0.1064	4.2817	1216	0.9909	0.4406	0.9909	0.9954
0.1064	4.2887	1218	0.8906	0.4729	0.8906	0.9437
0.1064	4.2958	1220	0.8307	0.5307	0.8307	0.9114
0.1064	4.3028	1222	0.8250	0.5613	0.8250	0.9083
0.1064	4.3099	1224	0.8489	0.5325	0.8489	0.9213
0.1064	4.3169	1226	0.9108	0.5278	0.9108	0.9544
0.1064	4.3239	1228	1.0261	0.4263	1.0261	1.0130
0.1064	4.3310	1230	1.1254	0.4266	1.1254	1.0609
0.1064	4.3380	1232	1.1458	0.4509	1.1458	1.0704
0.1064	4.3451	1234	1.1013	0.4512	1.1013	1.0494
0.1064	4.3521	1236	1.0353	0.4655	1.0353	1.0175
0.1064	4.3592	1238	0.9585	0.5056	0.9585	0.9790
0.1064	4.3662	1240	0.9491	0.5056	0.9491	0.9742
0.1064	4.3732	1242	0.9452	0.4793	0.9452	0.9722
0.1064	4.3803	1244	0.9741	0.4793	0.9741	0.9870
0.1064	4.3873	1246	0.9848	0.4655	0.9848	0.9924
0.1064	4.3944	1248	0.9672	0.4793	0.9672	0.9834
0.1064	4.4014	1250	0.9182	0.5056	0.9182	0.9582
0.1064	4.4085	1252	0.8556	0.6014	0.8556	0.9250
0.1064	4.4155	1254	0.8378	0.6053	0.8378	0.9153
0.1064	4.4225	1256	0.8753	0.5591	0.8753	0.9356
0.1064	4.4296	1258	0.9402	0.4655	0.9402	0.9696
0.1064	4.4366	1260	0.9964	0.4655	0.9964	0.9982
0.1064	4.4437	1262	0.9989	0.4655	0.9989	0.9994
0.1064	4.4507	1264	0.9611	0.5448	0.9611	0.9804
0.1064	4.4577	1266	0.9250	0.5473	0.9250	0.9617
0.1064	4.4648	1268	0.9551	0.5473	0.9551	0.9773
0.1064	4.4718	1270	0.9904	0.5448	0.9904	0.9952
0.1064	4.4789	1272	1.0363	0.4266	1.0363	1.0180
0.1064	4.4859	1274	1.1113	0.4266	1.1113	1.0542
0.1064	4.4930	1276	1.1964	0.4130	1.1964	1.0938
0.1064	4.5	1278	1.1829	0.4125	1.1829	1.0876
0.1064	4.5070	1280	1.1100	0.4266	1.1100	1.0536
0.1064	4.5141	1282	1.0516	0.4266	1.0516	1.0255
0.1064	4.5211	1284	0.9868	0.5448	0.9868	0.9934
0.1064	4.5282	1286	0.9384	0.5619	0.9384	0.9687
0.1064	4.5352	1288	0.9116	0.5874	0.9116	0.9548
0.1064	4.5423	1290	0.9264	0.5874	0.9264	0.9625
0.1064	4.5493	1292	0.9724	0.5054	0.9724	0.9861
0.1064	4.5563	1294	1.0118	0.5054	1.0118	1.0059
0.1064	4.5634	1296	1.0382	0.5361	1.0382	1.0189
0.1064	4.5704	1298	1.0337	0.5361	1.0337	1.0167
0.1064	4.5775	1300	0.9810	0.5489	0.9810	0.9905
0.1064	4.5845	1302	0.8888	0.5638	0.8888	0.9427
0.1064	4.5915	1304	0.8103	0.6154	0.8103	0.9002
0.1064	4.5986	1306	0.7884	0.6293	0.7884	0.8879
0.1064	4.6056	1308	0.8109	0.6154	0.8109	0.9005
0.1064	4.6127	1310	0.8543	0.5909	0.8543	0.9243
0.1064	4.6197	1312	0.8545	0.5358	0.8545	0.9244
0.1064	4.6268	1314	0.8308	0.5909	0.8308	0.9115
0.1064	4.6338	1316	0.8147	0.6154	0.8147	0.9026
0.1064	4.6408	1318	0.7835	0.6293	0.7835	0.8852
0.1064	4.6479	1320	0.7799	0.6093	0.7799	0.8831
0.1064	4.6549	1322	0.7826	0.5946	0.7826	0.8847
0.1064	4.6620	1324	0.8167	0.5909	0.8167	0.9037
0.1064	4.6690	1326	0.8706	0.5909	0.8706	0.9331
0.1064	4.6761	1328	0.9409	0.4793	0.9409	0.9700
0.1064	4.6831	1330	0.9653	0.4793	0.9653	0.9825
0.1064	4.6901	1332	0.9987	0.4793	0.9987	0.9993
0.1064	4.6972	1334	0.9944	0.4793	0.9944	0.9972
0.1064	4.7042	1336	0.9478	0.4793	0.9478	0.9736
0.1064	4.7113	1338	0.8591	0.5909	0.8591	0.9269
0.1064	4.7183	1340	0.7599	0.6519	0.7599	0.8717
0.1064	4.7254	1342	0.7051	0.688	0.7051	0.8397
0.1064	4.7324	1344	0.6851	0.6576	0.6851	0.8277
0.1064	4.7394	1346	0.6861	0.6769	0.6861	0.8283
0.1064	4.7465	1348	0.7113	0.6751	0.7113	0.8434
0.1064	4.7535	1350	0.7660	0.6734	0.7660	0.8752
0.1064	4.7606	1352	0.8324	0.6061	0.8324	0.9123
0.1064	4.7676	1354	0.9222	0.5512	0.9222	0.9603
0.1064	4.7746	1356	0.9475	0.5512	0.9475	0.9734
0.1064	4.7817	1358	0.9078	0.5808	0.9078	0.9528
0.1064	4.7887	1360	0.8585	0.5616	0.8585	0.9265
0.1064	4.7958	1362	0.8544	0.5616	0.8544	0.9243
0.1064	4.8028	1364	0.8672	0.5616	0.8672	0.9313
0.1064	4.8099	1366	0.8448	0.5909	0.8448	0.9191
0.1064	4.8169	1368	0.7958	0.6293	0.7958	0.8921
0.1064	4.8239	1370	0.7566	0.6519	0.7566	0.8698
0.1064	4.8310	1372	0.7543	0.6519	0.7543	0.8685
0.1064	4.8380	1374	0.7856	0.6519	0.7856	0.8863
0.1064	4.8451	1376	0.8144	0.6519	0.8144	0.9025
0.1064	4.8521	1378	0.8469	0.6098	0.8469	0.9203
0.1064	4.8592	1380	0.8355	0.6	0.8355	0.9141
0.1064	4.8662	1382	0.8006	0.6293	0.8006	0.8947
0.1064	4.8732	1384	0.7671	0.6519	0.7671	0.8758
0.1064	4.8803	1386	0.7452	0.6719	0.7452	0.8632
0.1064	4.8873	1388	0.7197	0.6916	0.7197	0.8483
0.1064	4.8944	1390	0.7247	0.6916	0.7247	0.8513
0.1064	4.9014	1392	0.7407	0.6916	0.7407	0.8607
0.1064	4.9085	1394	0.7436	0.6642	0.7436	0.8623
0.1064	4.9155	1396	0.7439	0.6642	0.7439	0.8625
0.1064	4.9225	1398	0.7260	0.6916	0.7260	0.8520
0.1064	4.9296	1400	0.6970	0.7353	0.6970	0.8349
0.1064	4.9366	1402	0.6781	0.7172	0.6781	0.8235
0.1064	4.9437	1404	0.6740	0.6983	0.6740	0.8210
0.1064	4.9507	1406	0.6726	0.6529	0.6726	0.8201
0.1064	4.9577	1408	0.6725	0.6529	0.6725	0.8201
0.1064	4.9648	1410	0.6743	0.7172	0.6743	0.8212
0.1064	4.9718	1412	0.6885	0.7353	0.6885	0.8298
0.1064	4.9789	1414	0.7057	0.6985	0.7057	0.8401
0.1064	4.9859	1416	0.7333	0.6736	0.7333	0.8563
0.1064	4.9930	1418	0.7589	0.6511	0.7589	0.8711
0.1064	5.0	1420	0.7925	0.6519	0.7925	0.8902
0.1064	5.0070	1422	0.8062	0.6473	0.8062	0.8979
0.1064	5.0141	1424	0.7998	0.6519	0.7998	0.8943
0.1064	5.0211	1426	0.8156	0.625	0.8156	0.9031
0.1064	5.0282	1428	0.8400	0.6170	0.8400	0.9165
0.1064	5.0352	1430	0.8301	0.6385	0.8301	0.9111
0.1064	5.0423	1432	0.8208	0.6385	0.8208	0.9060
0.1064	5.0493	1434	0.8299	0.5874	0.8299	0.9110
0.1064	5.0563	1436	0.8302	0.5874	0.8302	0.9112
0.1064	5.0634	1438	0.8179	0.5909	0.8179	0.9044
0.1064	5.0704	1440	0.8235	0.5909	0.8235	0.9075
0.1064	5.0775	1442	0.8418	0.6132	0.8418	0.9175
0.1064	5.0845	1444	0.8618	0.6132	0.8618	0.9283
0.1064	5.0915	1446	0.8812	0.6092	0.8812	0.9387
0.1064	5.0986	1448	0.8797	0.6092	0.8797	0.9379
0.1064	5.1056	1450	0.8562	0.5909	0.8562	0.9253
0.1064	5.1127	1452	0.8451	0.5909	0.8451	0.9193
0.1064	5.1197	1454	0.8158	0.5909	0.8158	0.9032
0.1064	5.1268	1456	0.8246	0.5909	0.8246	0.9081
0.1064	5.1338	1458	0.8642	0.5874	0.8642	0.9296
0.1064	5.1408	1460	0.9007	0.6092	0.9007	0.9490
0.1064	5.1479	1462	0.9117	0.6092	0.9117	0.9548
0.1064	5.1549	1464	0.9006	0.5909	0.9006	0.9490
0.1064	5.1620	1466	0.8576	0.5909	0.8576	0.9260
0.1064	5.1690	1468	0.8182	0.5970	0.8182	0.9046
0.1064	5.1761	1470	0.7881	0.5970	0.7881	0.8877
0.1064	5.1831	1472	0.7771	0.5970	0.7771	0.8815
0.1064	5.1901	1474	0.7881	0.5823	0.7881	0.8877
0.1064	5.1972	1476	0.7817	0.5823	0.7817	0.8841
0.1064	5.2042	1478	0.7754	0.5970	0.7754	0.8806
0.1064	5.2113	1480	0.7669	0.5970	0.7669	0.8757
0.1064	5.2183	1482	0.7790	0.5970	0.7790	0.8826
0.1064	5.2254	1484	0.7911	0.5970	0.7911	0.8895
0.1064	5.2324	1486	0.8027	0.5823	0.8027	0.8959
0.1064	5.2394	1488	0.8234	0.5823	0.8234	0.9074
0.1064	5.2465	1490	0.8528	0.5909	0.8528	0.9235
0.1064	5.2535	1492	0.8644	0.5909	0.8644	0.9297
0.1064	5.2606	1494	0.8706	0.5676	0.8706	0.9330
0.1064	5.2676	1496	0.8596	0.5256	0.8596	0.9271
0.1064	5.2746	1498	0.8436	0.5585	0.8436	0.9185
0.0623	5.2817	1500	0.8213	0.5216	0.8213	0.9063
0.0623	5.2887	1502	0.7832	0.5381	0.7832	0.8850
0.0623	5.2958	1504	0.7433	0.5102	0.7433	0.8622
0.0623	5.3028	1506	0.7199	0.5545	0.7199	0.8485
0.0623	5.3099	1508	0.7204	0.6355	0.7204	0.8487
0.0623	5.3169	1510	0.7308	0.6499	0.7308	0.8549
0.0623	5.3239	1512	0.7623	0.6314	0.7623	0.8731
0.0623	5.3310	1514	0.8128	0.6114	0.8128	0.9016
0.0623	5.3380	1516	0.8891	0.5451	0.8891	0.9429
0.0623	5.3451	1518	0.9266	0.5451	0.9266	0.9626
0.0623	5.3521	1520	0.9617	0.4803	0.9617	0.9807
0.0623	5.3592	1522	0.9735	0.4298	0.9735	0.9867
0.0623	5.3662	1524	0.9322	0.4803	0.9322	0.9655
0.0623	5.3732	1526	0.8954	0.5474	0.8954	0.9463
0.0623	5.3803	1528	0.8555	0.5757	0.8555	0.9249
0.0623	5.3873	1530	0.8371	0.5757	0.8371	0.9149
0.0623	5.3944	1532	0.8406	0.5757	0.8406	0.9169
0.0623	5.4014	1534	0.8583	0.55	0.8583	0.9264
0.0623	5.4085	1536	0.8803	0.55	0.8803	0.9383
0.0623	5.4155	1538	0.9145	0.5072	0.9145	0.9563
0.0623	5.4225	1540	0.9273	0.5072	0.9273	0.9630
0.0623	5.4296	1542	0.9132	0.5474	0.9132	0.9556
0.0623	5.4366	1544	0.9277	0.5310	0.9277	0.9632
0.0623	5.4437	1546	0.9246	0.5428	0.9246	0.9616
0.0623	5.4507	1548	0.9271	0.5170	0.9271	0.9629
0.0623	5.4577	1550	0.8958	0.5428	0.8958	0.9464
0.0623	5.4648	1552	0.8583	0.5726	0.8583	0.9264
0.0623	5.4718	1554	0.8235	0.5726	0.8235	0.9075
0.0623	5.4789	1556	0.7974	0.6385	0.7974	0.8929
0.0623	5.4859	1558	0.7906	0.6385	0.7906	0.8891
0.0623	5.4930	1560	0.7787	0.6519	0.7787	0.8825
0.0623	5.5	1562	0.7732	0.6519	0.7732	0.8793
0.0623	5.5070	1564	0.7603	0.6704	0.7603	0.8719
0.0623	5.5141	1566	0.7704	0.6478	0.7704	0.8778
0.0623	5.5211	1568	0.7824	0.6431	0.7824	0.8845
0.0623	5.5282	1570	0.8080	0.6293	0.8080	0.8989
0.0623	5.5352	1572	0.8392	0.6293	0.8392	0.9161
0.0623	5.5423	1574	0.8751	0.5726	0.8751	0.9355
0.0623	5.5493	1576	0.8880	0.5697	0.8880	0.9424
0.0623	5.5563	1578	0.9079	0.5697	0.9079	0.9529
0.0623	5.5634	1580	0.9092	0.5697	0.9092	0.9535
0.0623	5.5704	1582	0.9130	0.5315	0.9130	0.9555
0.0623	5.5775	1584	0.8942	0.5475	0.8942	0.9456
0.0623	5.5845	1586	0.8598	0.6053	0.8598	0.9272
0.0623	5.5915	1588	0.8150	0.5970	0.8150	0.9028
0.0623	5.5986	1590	0.8096	0.5970	0.8096	0.8998
0.0623	5.6056	1592	0.8258	0.6195	0.8258	0.9087
0.0623	5.6127	1594	0.8249	0.6195	0.8249	0.9082
0.0623	5.6197	1596	0.7997	0.6217	0.7997	0.8942
0.0623	5.6268	1598	0.7872	0.6638	0.7872	0.8872
0.0623	5.6338	1600	0.8047	0.6217	0.8047	0.8970
0.0623	5.6408	1602	0.8460	0.6293	0.8460	0.9198
0.0623	5.6479	1604	0.8993	0.5474	0.8993	0.9483
0.0623	5.6549	1606	0.9107	0.5474	0.9107	0.9543
0.0623	5.6620	1608	0.9381	0.4944	0.9381	0.9685
0.0623	5.6690	1610	0.9886	0.4298	0.9886	0.9943
0.0623	5.6761	1612	1.0085	0.4298	1.0085	1.0042
0.0623	5.6831	1614	0.9758	0.4571	0.9758	0.9878
0.0623	5.6901	1616	0.9369	0.5205	0.9369	0.9679
0.0623	5.6972	1618	0.8916	0.5864	0.8916	0.9442
0.0623	5.7042	1620	0.8568	0.625	0.8568	0.9256
0.0623	5.7113	1622	0.8579	0.625	0.8579	0.9262
0.0623	5.7183	1624	0.8466	0.625	0.8466	0.9201
0.0623	5.7254	1626	0.8639	0.5616	0.8639	0.9295
0.0623	5.7324	1628	0.8971	0.5616	0.8971	0.9472
0.0623	5.7394	1630	0.9280	0.5216	0.9280	0.9633
0.0623	5.7465	1632	0.9567	0.5216	0.9567	0.9781
0.0623	5.7535	1634	0.9742	0.4691	0.9742	0.9870
0.0623	5.7606	1636	0.9689	0.4691	0.9689	0.9843
0.0623	5.7676	1638	0.9583	0.5616	0.9583	0.9789
0.0623	5.7746	1640	0.9729	0.5084	0.9729	0.9864
0.0623	5.7817	1642	0.9549	0.5616	0.9549	0.9772
0.0623	5.7887	1644	0.9139	0.5616	0.9139	0.9560
0.0623	5.7958	1646	0.8933	0.5616	0.8933	0.9451
0.0623	5.8028	1648	0.8735	0.6098	0.8735	0.9346
0.0623	5.8099	1650	0.8659	0.6473	0.8659	0.9305
0.0623	5.8169	1652	0.8529	0.6604	0.8529	0.9235
0.0623	5.8239	1654	0.8508	0.6604	0.8508	0.9224
0.0623	5.8310	1656	0.8497	0.6604	0.8497	0.9218
0.0623	5.8380	1658	0.8604	0.6473	0.8604	0.9276
0.0623	5.8451	1660	0.8854	0.6473	0.8854	0.9409
0.0623	5.8521	1662	0.8989	0.6190	0.8989	0.9481
0.0623	5.8592	1664	0.8814	0.6190	0.8814	0.9388
0.0623	5.8662	1666	0.8299	0.6604	0.8299	0.9110
0.0623	5.8732	1668	0.7711	0.6671	0.7711	0.8781
0.0623	5.8803	1670	0.7378	0.6803	0.7378	0.8589
0.0623	5.8873	1672	0.7215	0.6658	0.7215	0.8494
0.0623	5.8944	1674	0.7289	0.6658	0.7289	0.8538
0.0623	5.9014	1676	0.7558	0.6640	0.7558	0.8693
0.0623	5.9085	1678	0.7982	0.6863	0.7982	0.8934
0.0623	5.9155	1680	0.8285	0.6519	0.8285	0.9102
0.0623	5.9225	1682	0.8793	0.6098	0.8793	0.9377
0.0623	5.9296	1684	0.9292	0.5452	0.9292	0.9640
0.0623	5.9366	1686	0.9979	0.4830	0.9979	0.9990
0.0623	5.9437	1688	1.0311	0.5051	1.0312	1.0155
0.0623	5.9507	1690	1.0150	0.4830	1.0150	1.0075
0.0623	5.9577	1692	0.9783	0.5452	0.9783	0.9891
0.0623	5.9648	1694	0.9268	0.5720	0.9268	0.9627
0.0623	5.9718	1696	0.9053	0.6136	0.9053	0.9515
0.0623	5.9789	1698	0.9041	0.6136	0.9041	0.9508
0.0623	5.9859	1700	0.9195	0.5720	0.9195	0.9589
0.0623	5.9930	1702	0.9531	0.5452	0.9531	0.9763
0.0623	6.0	1704	0.9883	0.5452	0.9883	0.9941
0.0623	6.0070	1706	0.9884	0.532	0.9884	0.9942
0.0623	6.0141	1708	0.9640	0.5452	0.9640	0.9818
0.0623	6.0211	1710	0.9460	0.5720	0.9460	0.9726
0.0623	6.0282	1712	0.9187	0.575	0.9187	0.9585
0.0623	6.0352	1714	0.9004	0.575	0.9004	0.9489
0.0623	6.0423	1716	0.8763	0.575	0.8763	0.9361
0.0623	6.0493	1718	0.8720	0.6136	0.8720	0.9338
0.0623	6.0563	1720	0.8916	0.6136	0.8916	0.9442
0.0623	6.0634	1722	0.9419	0.4961	0.9419	0.9705
0.0623	6.0704	1724	1.0074	0.4830	1.0074	1.0037
0.0623	6.0775	1726	1.0485	0.5051	1.0485	1.0240
0.0623	6.0845	1728	1.0520	0.5154	1.0520	1.0257
0.0623	6.0915	1730	1.0237	0.4830	1.0237	1.0118
0.0623	6.0986	1732	0.9693	0.4830	0.9693	0.9845
0.0623	6.1056	1734	0.9328	0.4830	0.9328	0.9658
0.0623	6.1127	1736	0.9118	0.532	0.9118	0.9549
0.0623	6.1197	1738	0.9161	0.4830	0.9161	0.9571
0.0623	6.1268	1740	0.9015	0.5476	0.9015	0.9495
0.0623	6.1338	1742	0.8912	0.5476	0.8912	0.9440
0.0623	6.1408	1744	0.8913	0.5084	0.8913	0.9441
0.0623	6.1479	1746	0.8935	0.5084	0.8935	0.9452
0.0623	6.1549	1748	0.9053	0.4571	0.9053	0.9515
0.0623	6.1620	1750	0.8966	0.5068	0.8966	0.9469
0.0623	6.1690	1752	0.8849	0.5068	0.8849	0.9407
0.0623	6.1761	1754	0.8994	0.4830	0.8994	0.9484
0.0623	6.1831	1756	0.9264	0.4830	0.9264	0.9625
0.0623	6.1901	1758	0.9572	0.4830	0.9572	0.9784
0.0623	6.1972	1760	0.9789	0.4830	0.9789	0.9894
0.0623	6.2042	1762	0.9798	0.4571	0.9798	0.9899
0.0623	6.2113	1764	0.9560	0.4830	0.9560	0.9778
0.0623	6.2183	1766	0.9118	0.4830	0.9118	0.9549
0.0623	6.2254	1768	0.8693	0.6098	0.8693	0.9324
0.0623	6.2324	1770	0.8532	0.6230	0.8532	0.9237
0.0623	6.2394	1772	0.8535	0.6230	0.8535	0.9238
0.0623	6.2465	1774	0.8776	0.6098	0.8776	0.9368
0.0623	6.2535	1776	0.9204	0.5325	0.9204	0.9593
0.0623	6.2606	1778	0.9508	0.4830	0.9508	0.9751
0.0623	6.2676	1780	0.9507	0.4830	0.9507	0.9750
0.0623	6.2746	1782	0.9160	0.5586	0.9160	0.9571
0.0623	6.2817	1784	0.8950	0.6098	0.8950	0.9460
0.0623	6.2887	1786	0.8766	0.5921	0.8766	0.9363
0.0623	6.2958	1788	0.8584	0.5921	0.8584	0.9265
0.0623	6.3028	1790	0.8564	0.6059	0.8564	0.9254
0.0623	6.3099	1792	0.8718	0.5921	0.8718	0.9337
0.0623	6.3169	1794	0.8931	0.5263	0.8931	0.9450
0.0623	6.3239	1796	0.9248	0.5475	0.9248	0.9617
0.0623	6.3310	1798	0.9696	0.5336	0.9696	0.9847
0.0623	6.3380	1800	1.0252	0.4571	1.0252	1.0125
0.0623	6.3451	1802	1.0439	0.4571	1.0439	1.0217
0.0623	6.3521	1804	1.0263	0.4571	1.0263	1.0131
0.0623	6.3592	1806	0.9710	0.4571	0.9710	0.9854
0.0623	6.3662	1808	0.9420	0.5336	0.9420	0.9706
0.0623	6.3732	1810	0.9396	0.5336	0.9396	0.9693
0.0623	6.3803	1812	0.9444	0.5336	0.9444	0.9718
0.0623	6.3873	1814	0.9315	0.5336	0.9315	0.9651
0.0623	6.3944	1816	0.9106	0.5336	0.9106	0.9542
0.0623	6.4014	1818	0.8999	0.5358	0.8999	0.9486
0.0623	6.4085	1820	0.9082	0.5336	0.9082	0.9530
0.0623	6.4155	1822	0.9417	0.5336	0.9417	0.9704
0.0623	6.4225	1824	0.9695	0.4571	0.9695	0.9846
0.0623	6.4296	1826	1.0066	0.4298	1.0066	1.0033
0.0623	6.4366	1828	1.0584	0.4298	1.0584	1.0288
0.0623	6.4437	1830	1.0682	0.4298	1.0682	1.0335
0.0623	6.4507	1832	1.0622	0.4298	1.0622	1.0307
0.0623	6.4577	1834	1.0314	0.4571	1.0314	1.0156
0.0623	6.4648	1836	0.9619	0.4830	0.9619	0.9808
0.0623	6.4718	1838	0.9049	0.508	0.9049	0.9513
0.0623	6.4789	1840	0.8405	0.6136	0.8405	0.9168
0.0623	6.4859	1842	0.7895	0.6451	0.7895	0.8885
0.0623	6.4930	1844	0.7566	0.6471	0.7566	0.8698
0.0623	6.5	1846	0.7399	0.6833	0.7399	0.8601
0.0623	6.5070	1848	0.7348	0.6851	0.7348	0.8572
0.0623	6.5141	1850	0.7394	0.6622	0.7394	0.8599
0.0623	6.5211	1852	0.7515	0.6747	0.7515	0.8669
0.0623	6.5282	1854	0.7724	0.6451	0.7724	0.8789
0.0623	6.5352	1856	0.7846	0.6451	0.7846	0.8858
0.0623	6.5423	1858	0.7844	0.6451	0.7844	0.8856
0.0623	6.5493	1860	0.7782	0.6451	0.7782	0.8822
0.0623	6.5563	1862	0.7770	0.6451	0.7770	0.8815
0.0623	6.5634	1864	0.7762	0.6587	0.7762	0.8810
0.0623	6.5704	1866	0.7654	0.6658	0.7654	0.8749
0.0623	6.5775	1868	0.7543	0.6658	0.7543	0.8685
0.0623	6.5845	1870	0.7518	0.6786	0.7518	0.8670
0.0623	6.5915	1872	0.7675	0.6658	0.7675	0.8761
0.0623	6.5986	1874	0.7993	0.6844	0.7993	0.8940
0.0623	6.6056	1876	0.8264	0.6230	0.8264	0.9090
0.0623	6.6127	1878	0.8433	0.6230	0.8433	0.9183
0.0623	6.6197	1880	0.8497	0.5986	0.8497	0.9218
0.0623	6.6268	1882	0.8405	0.6519	0.8405	0.9168
0.0623	6.6338	1884	0.8222	0.6653	0.8222	0.9068
0.0623	6.6408	1886	0.7953	0.6334	0.7953	0.8918
0.0623	6.6479	1888	0.7726	0.6471	0.7726	0.8790
0.0623	6.6549	1890	0.7553	0.6833	0.7553	0.8691
0.0623	6.6620	1892	0.7561	0.6833	0.7561	0.8695
0.0623	6.6690	1894	0.7716	0.6471	0.7716	0.8784
0.0623	6.6761	1896	0.7803	0.6471	0.7803	0.8834
0.0623	6.6831	1898	0.7896	0.6471	0.7896	0.8886
0.0623	6.6901	1900	0.7812	0.6471	0.7812	0.8838
0.0623	6.6972	1902	0.7680	0.6471	0.7680	0.8764
0.0623	6.7042	1904	0.7583	0.6689	0.7583	0.8708
0.0623	6.7113	1906	0.7522	0.6821	0.7522	0.8673
0.0623	6.7183	1908	0.7562	0.6689	0.7562	0.8696
0.0623	6.7254	1910	0.7625	0.6689	0.7625	0.8732
0.0623	6.7324	1912	0.7585	0.6689	0.7585	0.8709
0.0623	6.7394	1914	0.7512	0.6689	0.7512	0.8667
0.0623	6.7465	1916	0.7518	0.6803	0.7518	0.8671
0.0623	6.7535	1918	0.7587	0.6587	0.7587	0.8710
0.0623	6.7606	1920	0.7703	0.6653	0.7703	0.8777
0.0623	6.7676	1922	0.7745	0.6653	0.7745	0.8801
0.0623	6.7746	1924	0.7793	0.6653	0.7793	0.8828
0.0623	6.7817	1926	0.7850	0.6653	0.7850	0.8860
0.0623	6.7887	1928	0.7868	0.6653	0.7868	0.8870
0.0623	6.7958	1930	0.7929	0.6653	0.7929	0.8904
0.0623	6.8028	1932	0.7897	0.6653	0.7897	0.8887
0.0623	6.8099	1934	0.7965	0.6653	0.7965	0.8925
0.0623	6.8169	1936	0.7973	0.6431	0.7973	0.8929
0.0623	6.8239	1938	0.8031	0.6293	0.8031	0.8961
0.0623	6.8310	1940	0.8260	0.6293	0.8260	0.9088
0.0623	6.8380	1942	0.8299	0.6293	0.8299	0.9110
0.0623	6.8451	1944	0.8147	0.6293	0.8147	0.9026
0.0623	6.8521	1946	0.7884	0.6293	0.7884	0.8879
0.0623	6.8592	1948	0.7741	0.6431	0.7741	0.8798
0.0623	6.8662	1950	0.7837	0.6293	0.7837	0.8853
0.0623	6.8732	1952	0.8174	0.6293	0.8174	0.9041
0.0623	6.8803	1954	0.8751	0.5897	0.8751	0.9354
0.0623	6.8873	1956	0.9304	0.5187	0.9304	0.9646
0.0623	6.8944	1958	0.9582	0.5187	0.9582	0.9789
0.0623	6.9014	1960	0.9741	0.4935	0.9741	0.9870
0.0623	6.9085	1962	0.9642	0.4935	0.9642	0.9819
0.0623	6.9155	1964	0.9400	0.55	0.9400	0.9695
0.0623	6.9225	1966	0.9082	0.55	0.9082	0.9530
0.0623	6.9296	1968	0.8999	0.55	0.8999	0.9486
0.0623	6.9366	1970	0.9032	0.55	0.9032	0.9504
0.0623	6.9437	1972	0.9024	0.5475	0.9024	0.9499
0.0623	6.9507	1974	0.9051	0.5475	0.9051	0.9513
0.0623	6.9577	1976	0.9053	0.5864	0.9053	0.9515
0.0623	6.9648	1978	0.9143	0.5864	0.9143	0.9562
0.0623	6.9718	1980	0.8934	0.5864	0.8934	0.9452
0.0623	6.9789	1982	0.8553	0.5897	0.8553	0.9248
0.0623	6.9859	1984	0.8288	0.5897	0.8288	0.9104
0.0623	6.9930	1986	0.8252	0.5897	0.8252	0.9084
0.0623	7.0	1988	0.8387	0.5897	0.8387	0.9158
0.0623	7.0070	1990	0.8582	0.5864	0.8582	0.9264
0.0623	7.0141	1992	0.8774	0.5864	0.8774	0.9367
0.0623	7.0211	1994	0.9004	0.5864	0.9004	0.9489
0.0623	7.0282	1996	0.9123	0.5864	0.9123	0.9551
0.0623	7.0352	1998	0.9141	0.5864	0.9141	0.9561
0.0471	7.0423	2000	0.9002	0.5864	0.9002	0.9488
0.0471	7.0493	2002	0.8852	0.5897	0.8852	0.9409
0.0471	7.0563	2004	0.8832	0.55	0.8832	0.9398
0.0471	7.0634	2006	0.8818	0.55	0.8818	0.9390
0.0471	7.0704	2008	0.8719	0.55	0.8719	0.9338
0.0471	7.0775	2010	0.8596	0.55	0.8596	0.9271
0.0471	7.0845	2012	0.8429	0.5897	0.8429	0.9181
0.0471	7.0915	2014	0.8264	0.6293	0.8264	0.9090
0.0471	7.0986	2016	0.8208	0.6293	0.8208	0.9060
0.0471	7.1056	2018	0.8245	0.5897	0.8245	0.9080
0.0471	7.1127	2020	0.8219	0.5897	0.8219	0.9066
0.0471	7.1197	2022	0.8384	0.5897	0.8384	0.9156
0.0471	7.1268	2024	0.8610	0.5897	0.8610	0.9279
0.0471	7.1338	2026	0.8798	0.55	0.8798	0.9380
0.0471	7.1408	2028	0.8867	0.55	0.8867	0.9417
0.0471	7.1479	2030	0.8923	0.5205	0.8923	0.9446
0.0471	7.1549	2032	0.8826	0.5586	0.8826	0.9394
0.0471	7.1620	2034	0.8585	0.6734	0.8585	0.9266
0.0471	7.1690	2036	0.8404	0.6734	0.8404	0.9167
0.0471	7.1761	2038	0.8226	0.6734	0.8226	0.9070
0.0471	7.1831	2040	0.8081	0.6734	0.8081	0.8990
0.0471	7.1901	2042	0.8132	0.6734	0.8132	0.9018
0.0471	7.1972	2044	0.8140	0.6734	0.8140	0.9022
0.0471	7.2042	2046	0.8074	0.6734	0.8074	0.8985
0.0471	7.2113	2048	0.8019	0.6734	0.8019	0.8955
0.0471	7.2183	2050	0.7980	0.6734	0.7980	0.8933
0.0471	7.2254	2052	0.7980	0.6734	0.7980	0.8933
0.0471	7.2324	2054	0.8023	0.6734	0.8023	0.8957
0.0471	7.2394	2056	0.8129	0.6734	0.8129	0.9016
0.0471	7.2465	2058	0.8289	0.6734	0.8289	0.9105
0.0471	7.2535	2060	0.8414	0.6519	0.8414	0.9173
0.0471	7.2606	2062	0.8644	0.6293	0.8644	0.9297
0.0471	7.2676	2064	0.8726	0.6293	0.8726	0.9341
0.0471	7.2746	2066	0.8607	0.6293	0.8607	0.9277
0.0471	7.2817	2068	0.8397	0.6293	0.8397	0.9164
0.0471	7.2887	2070	0.8334	0.6293	0.8334	0.9129
0.0471	7.2958	2072	0.8389	0.6293	0.8389	0.9159
0.0471	7.3028	2074	0.8581	0.6293	0.8581	0.9263
0.0471	7.3099	2076	0.8657	0.5897	0.8657	0.9304
0.0471	7.3169	2078	0.8563	0.6136	0.8563	0.9253
0.0471	7.3239	2080	0.8540	0.6519	0.8540	0.9241
0.0471	7.3310	2082	0.8577	0.6519	0.8577	0.9261
0.0471	7.3380	2084	0.8650	0.6734	0.8650	0.9301
0.0471	7.3451	2086	0.8772	0.6519	0.8772	0.9366
0.0471	7.3521	2088	0.8958	0.5952	0.8958	0.9465
0.0471	7.3592	2090	0.9174	0.5558	0.9174	0.9578
0.0471	7.3662	2092	0.9331	0.4830	0.9331	0.9660
0.0471	7.3732	2094	0.9298	0.5195	0.9298	0.9643
0.0471	7.3803	2096	0.9044	0.5822	0.9044	0.9510
0.0471	7.3873	2098	0.8732	0.6473	0.8732	0.9345
0.0471	7.3944	2100	0.8402	0.6519	0.8402	0.9166
0.0471	7.4014	2102	0.8183	0.6734	0.8183	0.9046
0.0471	7.4085	2104	0.8061	0.6734	0.8061	0.8978
0.0471	7.4155	2106	0.8156	0.6734	0.8156	0.9031
0.0471	7.4225	2108	0.8197	0.6734	0.8197	0.9054
0.0471	7.4296	2110	0.8250	0.6734	0.8250	0.9083
0.0471	7.4366	2112	0.8303	0.6734	0.8303	0.9112
0.0471	7.4437	2114	0.8350	0.6734	0.8350	0.9138
0.0471	7.4507	2116	0.8270	0.6863	0.8270	0.9094
0.0471	7.4577	2118	0.8265	0.6734	0.8265	0.9091
0.0471	7.4648	2120	0.8164	0.6863	0.8164	0.9035
0.0471	7.4718	2122	0.8117	0.6863	0.8117	0.9010
0.0471	7.4789	2124	0.8223	0.6734	0.8223	0.9068
0.0471	7.4859	2126	0.8302	0.6734	0.8302	0.9111
0.0471	7.4930	2128	0.8374	0.6734	0.8374	0.9151
0.0471	7.5	2130	0.8277	0.6734	0.8277	0.9098
0.0471	7.5070	2132	0.8081	0.6734	0.8081	0.8990
0.0471	7.5141	2134	0.7859	0.6863	0.7859	0.8865
0.0471	7.5211	2136	0.7705	0.6863	0.7705	0.8778
0.0471	7.5282	2138	0.7709	0.6863	0.7709	0.8780
0.0471	7.5352	2140	0.7827	0.6863	0.7827	0.8847
0.0471	7.5423	2142	0.7978	0.6811	0.7978	0.8932
0.0471	7.5493	2144	0.8216	0.6684	0.8216	0.9064
0.0471	7.5563	2146	0.8452	0.6684	0.8452	0.9193
0.0471	7.5634	2148	0.8646	0.6405	0.8646	0.9298
0.0471	7.5704	2150	0.8586	0.6405	0.8586	0.9266
0.0471	7.5775	2152	0.8487	0.6684	0.8487	0.9212
0.0471	7.5845	2154	0.8250	0.6684	0.8250	0.9083
0.0471	7.5915	2156	0.8135	0.6684	0.8135	0.9020
0.0471	7.5986	2158	0.8048	0.6684	0.8048	0.8971
0.0471	7.6056	2160	0.8026	0.6684	0.8026	0.8959
0.0471	7.6127	2162	0.8072	0.6684	0.8072	0.8985
0.0471	7.6197	2164	0.8133	0.6684	0.8133	0.9018
0.0471	7.6268	2166	0.8227	0.6684	0.8227	0.9071
0.0471	7.6338	2168	0.8374	0.6684	0.8374	0.9151
0.0471	7.6408	2170	0.8423	0.6405	0.8423	0.9178
0.0471	7.6479	2172	0.8284	0.6684	0.8284	0.9102
0.0471	7.6549	2174	0.8172	0.6684	0.8172	0.9040
0.0471	7.6620	2176	0.8153	0.6473	0.8153	0.9029
0.0471	7.6690	2178	0.8072	0.6684	0.8072	0.8984
0.0471	7.6761	2180	0.8052	0.6684	0.8052	0.8974
0.0471	7.6831	2182	0.8107	0.6684	0.8107	0.9004
0.0471	7.6901	2184	0.8149	0.6684	0.8149	0.9027
0.0471	7.6972	2186	0.8217	0.6684	0.8217	0.9065
0.0471	7.7042	2188	0.8285	0.6684	0.8285	0.9102
0.0471	7.7113	2190	0.8454	0.6405	0.8454	0.9194
0.0471	7.7183	2192	0.8663	0.6405	0.8663	0.9308
0.0471	7.7254	2194	0.8694	0.6405	0.8694	0.9324
0.0471	7.7324	2196	0.8793	0.5909	0.8793	0.9377
0.0471	7.7394	2198	0.8916	0.5909	0.8916	0.9443
0.0471	7.7465	2200	0.8865	0.5909	0.8865	0.9415
0.0471	7.7535	2202	0.8878	0.5909	0.8878	0.9422
0.0471	7.7606	2204	0.8886	0.5909	0.8886	0.9427
0.0471	7.7676	2206	0.8897	0.5909	0.8897	0.9432
0.0471	7.7746	2208	0.8896	0.5909	0.8896	0.9432
0.0471	7.7817	2210	0.8920	0.5909	0.8920	0.9444
0.0471	7.7887	2212	0.8772	0.5909	0.8772	0.9366
0.0471	7.7958	2214	0.8589	0.6684	0.8589	0.9268
0.0471	7.8028	2216	0.8352	0.6684	0.8352	0.9139
0.0471	7.8099	2218	0.8045	0.6734	0.8045	0.8969
0.0471	7.8169	2220	0.7814	0.6863	0.7814	0.8840
0.0471	7.8239	2222	0.7635	0.6863	0.7635	0.8738
0.0471	7.8310	2224	0.7464	0.6863	0.7464	0.8639
0.0471	7.8380	2226	0.7389	0.6863	0.7389	0.8596
0.0471	7.8451	2228	0.7406	0.6751	0.7406	0.8606
0.0471	7.8521	2230	0.7525	0.6863	0.7525	0.8675
0.0471	7.8592	2232	0.7744	0.6863	0.7744	0.8800
0.0471	7.8662	2234	0.8027	0.6684	0.8027	0.8959
0.0471	7.8732	2236	0.8320	0.6684	0.8320	0.9121
0.0471	7.8803	2238	0.8628	0.6684	0.8628	0.9289
0.0471	7.8873	2240	0.8800	0.5909	0.8800	0.9381
0.0471	7.8944	2242	0.8947	0.5909	0.8947	0.9459
0.0471	7.9014	2244	0.9010	0.5909	0.9010	0.9492
0.0471	7.9085	2246	0.9015	0.5909	0.9015	0.9495
0.0471	7.9155	2248	0.8954	0.5909	0.8954	0.9463
0.0471	7.9225	2250	0.8889	0.5909	0.8889	0.9428
0.0471	7.9296	2252	0.8907	0.5909	0.8907	0.9438
0.0471	7.9366	2254	0.8730	0.6684	0.8730	0.9343
0.0471	7.9437	2256	0.8576	0.6684	0.8576	0.9261
0.0471	7.9507	2258	0.8491	0.6684	0.8491	0.9215
0.0471	7.9577	2260	0.8523	0.6684	0.8523	0.9232
0.0471	7.9648	2262	0.8554	0.6684	0.8554	0.9249
0.0471	7.9718	2264	0.8618	0.6684	0.8618	0.9283
0.0471	7.9789	2266	0.8619	0.6684	0.8619	0.9284
0.0471	7.9859	2268	0.8522	0.6684	0.8522	0.9231
0.0471	7.9930	2270	0.8411	0.6734	0.8411	0.9171
0.0471	8.0	2272	0.8427	0.6361	0.8427	0.9180
0.0471	8.0070	2274	0.8369	0.6361	0.8369	0.9148
0.0471	8.0141	2276	0.8435	0.6361	0.8435	0.9184
0.0471	8.0211	2278	0.8521	0.6361	0.8521	0.9231
0.0471	8.0282	2280	0.8621	0.6361	0.8621	0.9285
0.0471	8.0352	2282	0.8642	0.6361	0.8642	0.9296
0.0471	8.0423	2284	0.8546	0.6361	0.8546	0.9245
0.0471	8.0493	2286	0.8327	0.6361	0.8327	0.9125
0.0471	8.0563	2288	0.8194	0.6361	0.8194	0.9052
0.0471	8.0634	2290	0.8189	0.6361	0.8189	0.9049
0.0471	8.0704	2292	0.8215	0.6361	0.8215	0.9064
0.0471	8.0775	2294	0.8217	0.6361	0.8217	0.9065
0.0471	8.0845	2296	0.8283	0.6361	0.8283	0.9101
0.0471	8.0915	2298	0.8262	0.6361	0.8262	0.9090
0.0471	8.0986	2300	0.8257	0.6361	0.8257	0.9087
0.0471	8.1056	2302	0.8233	0.6361	0.8233	0.9074
0.0471	8.1127	2304	0.8093	0.6492	0.8093	0.8996
0.0471	8.1197	2306	0.7899	0.6863	0.7899	0.8888
0.0471	8.1268	2308	0.7745	0.6863	0.7745	0.8801
0.0471	8.1338	2310	0.7628	0.7164	0.7628	0.8734
0.0471	8.1408	2312	0.7625	0.7164	0.7625	0.8732
0.0471	8.1479	2314	0.7723	0.6863	0.7723	0.8788
0.0471	8.1549	2316	0.7904	0.6863	0.7904	0.8891
0.0471	8.1620	2318	0.8095	0.6492	0.8095	0.8997
0.0471	8.1690	2320	0.8254	0.6136	0.8254	0.9085
0.0471	8.1761	2322	0.8466	0.5897	0.8466	0.9201
0.0471	8.1831	2324	0.8708	0.5757	0.8708	0.9332
0.0471	8.1901	2326	0.8898	0.5726	0.8898	0.9433
0.0471	8.1972	2328	0.8908	0.5726	0.8908	0.9438
0.0471	8.2042	2330	0.8931	0.5726	0.8931	0.9450
0.0471	8.2113	2332	0.8979	0.5205	0.8979	0.9476
0.0471	8.2183	2334	0.9064	0.5205	0.9064	0.9520
0.0471	8.2254	2336	0.9078	0.4947	0.9078	0.9528
0.0471	8.2324	2338	0.9123	0.5195	0.9123	0.9552
0.0471	8.2394	2340	0.8987	0.5195	0.8987	0.9480
0.0471	8.2465	2342	0.8780	0.5965	0.8780	0.9370
0.0471	8.2535	2344	0.8577	0.6361	0.8577	0.9261
0.0471	8.2606	2346	0.8430	0.6492	0.8430	0.9181
0.0471	8.2676	2348	0.8315	0.6492	0.8315	0.9119
0.0471	8.2746	2350	0.8270	0.6271	0.8270	0.9094
0.0471	8.2817	2352	0.8200	0.6271	0.8200	0.9055
0.0471	8.2887	2354	0.8181	0.6271	0.8181	0.9045
0.0471	8.2958	2356	0.8057	0.6653	0.8057	0.8976
0.0471	8.3028	2358	0.8000	0.6653	0.8000	0.8944
0.0471	8.3099	2360	0.7924	0.6653	0.7924	0.8902
0.0471	8.3169	2362	0.7908	0.6653	0.7908	0.8892
0.0471	8.3239	2364	0.7931	0.6653	0.7931	0.8906
0.0471	8.3310	2366	0.7964	0.6431	0.7964	0.8924
0.0471	8.3380	2368	0.7943	0.6431	0.7943	0.8913
0.0471	8.3451	2370	0.7954	0.6431	0.7954	0.8918
0.0471	8.3521	2372	0.7949	0.6431	0.7949	0.8916
0.0471	8.3592	2374	0.8018	0.6431	0.8018	0.8954
0.0471	8.3662	2376	0.8131	0.6037	0.8131	0.9017
0.0471	8.3732	2378	0.8292	0.6037	0.8292	0.9106
0.0471	8.3803	2380	0.8518	0.5897	0.8518	0.9229
0.0471	8.3873	2382	0.8744	0.5757	0.8744	0.9351
0.0471	8.3944	2384	0.8803	0.5757	0.8803	0.9382
0.0471	8.4014	2386	0.8736	0.5757	0.8736	0.9347
0.0471	8.4085	2388	0.8627	0.5757	0.8627	0.9288
0.0471	8.4155	2390	0.8551	0.5757	0.8551	0.9247
0.0471	8.4225	2392	0.8396	0.6037	0.8396	0.9163
0.0471	8.4296	2394	0.8341	0.6037	0.8341	0.9133
0.0471	8.4366	2396	0.8266	0.6037	0.8266	0.9092
0.0471	8.4437	2398	0.8183	0.6037	0.8183	0.9046
0.0471	8.4507	2400	0.8159	0.6037	0.8159	0.9033
0.0471	8.4577	2402	0.8097	0.6037	0.8097	0.8998
0.0471	8.4648	2404	0.8051	0.6492	0.8051	0.8973
0.0471	8.4718	2406	0.8035	0.6492	0.8035	0.8964
0.0471	8.4789	2408	0.8032	0.6492	0.8032	0.8962
0.0471	8.4859	2410	0.8003	0.6492	0.8003	0.8946
0.0471	8.4930	2412	0.7984	0.6492	0.7984	0.8936
0.0471	8.5	2414	0.8059	0.6492	0.8059	0.8977
0.0471	8.5070	2416	0.8206	0.6492	0.8206	0.9059
0.0471	8.5141	2418	0.8406	0.6492	0.8406	0.9168
0.0471	8.5211	2420	0.8622	0.6361	0.8622	0.9285
0.0471	8.5282	2422	0.8835	0.6319	0.8835	0.9400
0.0471	8.5352	2424	0.9017	0.6319	0.9017	0.9496
0.0471	8.5423	2426	0.9207	0.6117	0.9207	0.9596
0.0471	8.5493	2428	0.9273	0.6117	0.9273	0.9630
0.0471	8.5563	2430	0.9358	0.5511	0.9358	0.9674
0.0471	8.5634	2432	0.9389	0.5691	0.9389	0.9689
0.0471	8.5704	2434	0.9264	0.5691	0.9264	0.9625
0.0471	8.5775	2436	0.9060	0.6098	0.9060	0.9519
0.0471	8.5845	2438	0.8845	0.6098	0.8845	0.9405
0.0471	8.5915	2440	0.8711	0.6136	0.8711	0.9333
0.0471	8.5986	2442	0.8597	0.6136	0.8597	0.9272
0.0471	8.6056	2444	0.8560	0.6136	0.8560	0.9252
0.0471	8.6127	2446	0.8544	0.6136	0.8544	0.9243
0.0471	8.6197	2448	0.8533	0.6136	0.8533	0.9238
0.0471	8.6268	2450	0.8559	0.6136	0.8559	0.9252
0.0471	8.6338	2452	0.8560	0.6136	0.8560	0.9252
0.0471	8.6408	2454	0.8527	0.6136	0.8527	0.9234
0.0471	8.6479	2456	0.8527	0.6136	0.8527	0.9234
0.0471	8.6549	2458	0.8526	0.6136	0.8526	0.9234
0.0471	8.6620	2460	0.8550	0.6136	0.8550	0.9246
0.0471	8.6690	2462	0.8636	0.6136	0.8636	0.9293
0.0471	8.6761	2464	0.8735	0.6136	0.8735	0.9346
0.0471	8.6831	2466	0.8800	0.6136	0.8800	0.9381
0.0471	8.6901	2468	0.8890	0.6136	0.8890	0.9429
0.0471	8.6972	2470	0.8991	0.5726	0.8991	0.9482

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

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 3, 2024
Updated: Dec 3, 2024