ArabicNewSplits3_FineTuningAraBERT_run1_AugV5_k100_task1_organization

MayBashendy/ArabicNewSplits3_FineTuningAraBERT_run1_AugV5_k100_task1_organization

ArabicNewSplits3_FineTuningAraBERT_run1_AugV5_k100_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: bb01e080

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits3_FineTuningAraBERT_run1_AugV5_k100_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: 0.9872
Qwk: 0.4076
Mse: 0.9872
Rmse: 0.9936

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	0.0043	2	4.8973	-0.0551	4.8973	2.2130
No log	0.0086	4	3.1536	0.0363	3.1536	1.7758
No log	0.0129	6	2.5070	-0.0525	2.5070	1.5833
No log	0.0172	8	2.0578	-0.0186	2.0578	1.4345
No log	0.0215	10	1.6449	0.0502	1.6449	1.2825
No log	0.0258	12	1.6139	0.125	1.6139	1.2704
No log	0.0300	14	1.5690	0.0773	1.5690	1.2526
No log	0.0343	16	1.4414	0.0773	1.4414	1.2006
No log	0.0386	18	1.3072	0.2747	1.3072	1.1433
No log	0.0429	20	1.2126	0.2639	1.2126	1.1012
No log	0.0472	22	1.1521	0.2355	1.1521	1.0733
No log	0.0515	24	1.2196	0.1833	1.2196	1.1044
No log	0.0558	26	1.2456	0.1833	1.2456	1.1161
No log	0.0601	28	1.2439	0.1970	1.2439	1.1153
No log	0.0644	30	1.1937	0.1849	1.1937	1.0926
No log	0.0687	32	1.1470	0.3050	1.1470	1.0710
No log	0.0730	34	1.1529	0.2868	1.1529	1.0737
No log	0.0773	36	1.1522	0.2794	1.1522	1.0734
No log	0.0815	38	1.0571	0.3901	1.0571	1.0282
No log	0.0858	40	1.0369	0.3091	1.0369	1.0183
No log	0.0901	42	1.2077	0.0082	1.2077	1.0990
No log	0.0944	44	1.2379	0.0082	1.2379	1.1126
No log	0.0987	46	1.1781	0.118	1.1781	1.0854
No log	0.1030	48	1.1333	0.3339	1.1333	1.0646
No log	0.1073	50	1.2100	0.2979	1.2100	1.1000
No log	0.1116	52	1.3850	0.2550	1.3850	1.1768
No log	0.1159	54	1.3010	0.2527	1.3010	1.1406
No log	0.1202	56	1.1418	0.4032	1.1418	1.0686
No log	0.1245	58	1.1537	0.3431	1.1537	1.0741
No log	0.1288	60	1.3841	0.0684	1.3841	1.1765
No log	0.1330	62	1.3488	0.0319	1.3488	1.1614
No log	0.1373	64	1.0761	0.2674	1.0761	1.0373
No log	0.1416	66	0.9367	0.3473	0.9367	0.9678
No log	0.1459	68	0.8988	0.3864	0.8988	0.9481
No log	0.1502	70	0.8749	0.3327	0.8749	0.9354
No log	0.1545	72	0.8564	0.3684	0.8564	0.9254
No log	0.1588	74	1.0837	0.3812	1.0837	1.0410
No log	0.1631	76	1.5541	0.2038	1.5541	1.2466
No log	0.1674	78	1.7347	0.25	1.7347	1.3171
No log	0.1717	80	1.7407	0.25	1.7407	1.3194
No log	0.1760	82	1.6277	0.2289	1.6277	1.2758
No log	0.1803	84	1.6880	0.1841	1.6880	1.2992
No log	0.1845	86	1.6064	0.1841	1.6064	1.2675
No log	0.1888	88	1.4869	0.2875	1.4869	1.2194
No log	0.1931	90	1.8487	0.1200	1.8487	1.3597
No log	0.1974	92	2.0885	0.1538	2.0885	1.4452
No log	0.2017	94	2.4233	0.1442	2.4233	1.5567
No log	0.2060	96	2.5017	0.1442	2.5017	1.5817
No log	0.2103	98	2.1983	0.1783	2.1983	1.4827
No log	0.2146	100	1.7014	0.1614	1.7014	1.3044
No log	0.2189	102	1.7820	0.1902	1.7820	1.3349
No log	0.2232	104	1.8060	0.1902	1.8060	1.3439
No log	0.2275	106	1.8900	0.2136	1.8900	1.3748
No log	0.2318	108	1.9349	0.1799	1.9349	1.3910
No log	0.2361	110	2.0711	0.1846	2.0711	1.4391
No log	0.2403	112	1.9403	0.1923	1.9403	1.3930
No log	0.2446	114	1.8846	0.2256	1.8846	1.3728
No log	0.2489	116	1.7214	0.3305	1.7214	1.3120
No log	0.2532	118	1.9057	0.2210	1.9057	1.3805
No log	0.2575	120	1.7355	0.3201	1.7355	1.3174
No log	0.2618	122	1.4306	0.3452	1.4306	1.1961
No log	0.2661	124	1.6679	0.3017	1.6679	1.2915
No log	0.2704	126	2.3087	0.1737	2.3087	1.5194
No log	0.2747	128	2.2349	0.1689	2.2349	1.4949
No log	0.2790	130	1.4824	0.3501	1.4824	1.2176
No log	0.2833	132	1.2739	0.2933	1.2739	1.1287
No log	0.2876	134	1.5818	0.3403	1.5818	1.2577
No log	0.2918	136	2.3925	0.1587	2.3925	1.5468
No log	0.2961	138	2.6387	0.0965	2.6387	1.6244
No log	0.3004	140	2.3717	0.1303	2.3717	1.5400
No log	0.3047	142	1.8857	0.2705	1.8857	1.3732
No log	0.3090	144	1.5623	0.3359	1.5623	1.2499
No log	0.3133	146	1.4794	0.3805	1.4794	1.2163
No log	0.3176	148	1.4338	0.3805	1.4338	1.1974
No log	0.3219	150	1.7758	0.2889	1.7758	1.3326
No log	0.3262	152	2.1499	0.1936	2.1499	1.4662
No log	0.3305	154	2.1783	0.2095	2.1783	1.4759
No log	0.3348	156	1.9536	0.2259	1.9536	1.3977
No log	0.3391	158	1.8154	0.2482	1.8154	1.3474
No log	0.3433	160	1.8936	0.2430	1.8936	1.3761
No log	0.3476	162	2.1264	0.1936	2.1264	1.4582
No log	0.3519	164	2.1725	0.1783	2.1725	1.4739
No log	0.3562	166	1.9833	0.1783	1.9833	1.4083
No log	0.3605	168	2.1706	0.1783	2.1706	1.4733
No log	0.3648	170	2.3710	0.1681	2.3710	1.5398
No log	0.3691	172	2.5244	0.1220	2.5244	1.5888
No log	0.3734	174	2.3428	0.1539	2.3428	1.5306
No log	0.3777	176	2.0668	0.1892	2.0668	1.4376
No log	0.3820	178	1.9914	0.1799	1.9914	1.4112
No log	0.3863	180	2.0931	0.1892	2.0931	1.4468
No log	0.3906	182	2.1031	0.1936	2.1031	1.4502
No log	0.3948	184	1.9455	0.2220	1.9455	1.3948
No log	0.3991	186	1.7305	0.2658	1.7305	1.3155
No log	0.4034	188	1.5314	0.3048	1.5314	1.2375
No log	0.4077	190	1.7093	0.2760	1.7093	1.3074
No log	0.4120	192	1.9684	0.1936	1.9684	1.4030
No log	0.4163	194	2.0932	0.1936	2.0932	1.4468
No log	0.4206	196	2.0308	0.2297	2.0308	1.4251
No log	0.4249	198	1.7221	0.2791	1.7221	1.3123
No log	0.4292	200	1.3576	0.3449	1.3576	1.1652
No log	0.4335	202	1.1122	0.2077	1.1122	1.0546
No log	0.4378	204	1.0129	0.2812	1.0129	1.0065
No log	0.4421	206	1.1334	0.3670	1.1334	1.0646
No log	0.4464	208	1.5127	0.3478	1.5127	1.2299
No log	0.4506	210	1.6871	0.3282	1.6871	1.2989
No log	0.4549	212	1.7625	0.2607	1.7625	1.3276
No log	0.4592	214	1.5107	0.3478	1.5107	1.2291
No log	0.4635	216	1.2188	0.4046	1.2188	1.1040
No log	0.4678	218	1.1997	0.4046	1.1997	1.0953
No log	0.4721	220	1.1855	0.3805	1.1855	1.0888
No log	0.4764	222	1.1910	0.2869	1.1910	1.0913
No log	0.4807	224	1.2666	0.2863	1.2666	1.1254
No log	0.4850	226	1.3143	0.2863	1.3143	1.1464
No log	0.4893	228	1.3481	0.3105	1.3481	1.1611
No log	0.4936	230	1.3455	0.2895	1.3455	1.1600
No log	0.4979	232	1.4702	0.3157	1.4702	1.2125
No log	0.5021	234	1.5489	0.3157	1.5489	1.2446
No log	0.5064	236	1.6005	0.3182	1.6005	1.2651
No log	0.5107	238	1.4789	0.3157	1.4789	1.2161
No log	0.5150	240	1.2609	0.3361	1.2609	1.1229
No log	0.5193	242	1.0966	0.3131	1.0966	1.0472
No log	0.5236	244	0.9880	0.3679	0.9880	0.9940
No log	0.5279	246	1.0351	0.3838	1.0351	1.0174
No log	0.5322	248	1.2249	0.3896	1.2249	1.1067
No log	0.5365	250	1.1754	0.4271	1.1754	1.0842
No log	0.5408	252	1.0460	0.4643	1.0460	1.0227
No log	0.5451	254	1.0410	0.4870	1.0410	1.0203
No log	0.5494	256	1.0336	0.4405	1.0336	1.0167
No log	0.5536	258	1.0328	0.4405	1.0328	1.0162
No log	0.5579	260	0.8983	0.5476	0.8983	0.9478
No log	0.5622	262	0.8783	0.5476	0.8783	0.9372
No log	0.5665	264	0.8475	0.5391	0.8475	0.9206
No log	0.5708	266	0.8542	0.6067	0.8542	0.9242
No log	0.5751	268	0.8483	0.5866	0.8483	0.9210
No log	0.5794	270	0.8491	0.5661	0.8491	0.9215
No log	0.5837	272	0.8081	0.5487	0.8081	0.8990
No log	0.5880	274	0.8979	0.4737	0.8979	0.9476
No log	0.5923	276	1.2126	0.3522	1.2126	1.1012
No log	0.5966	278	1.4169	0.3182	1.4169	1.1904
No log	0.6009	280	1.3462	0.3522	1.3462	1.1603
No log	0.6052	282	1.2349	0.3522	1.2349	1.1113
No log	0.6094	284	1.4045	0.3522	1.4045	1.1851
No log	0.6137	286	1.6399	0.3205	1.6399	1.2806
No log	0.6180	288	1.5245	0.3205	1.5245	1.2347
No log	0.6223	290	1.2734	0.3740	1.2734	1.1284
No log	0.6266	292	1.1243	0.4000	1.1243	1.0603
No log	0.6309	294	1.1101	0.4000	1.1101	1.0536
No log	0.6352	296	1.2472	0.3485	1.2472	1.1168
No log	0.6395	298	1.4760	0.3182	1.4760	1.2149
No log	0.6438	300	1.4249	0.3182	1.4249	1.1937
No log	0.6481	302	1.2996	0.3182	1.2996	1.1400
No log	0.6524	304	1.2055	0.3466	1.2055	1.0980
No log	0.6567	306	1.1959	0.3841	1.1959	1.0936
No log	0.6609	308	1.2989	0.3389	1.2989	1.1397
No log	0.6652	310	1.2498	0.3324	1.2498	1.1180
No log	0.6695	312	1.0807	0.4	1.0807	1.0396
No log	0.6738	314	0.9810	0.4834	0.9810	0.9905
No log	0.6781	316	1.0278	0.4408	1.0278	1.0138
No log	0.6824	318	1.1869	0.3301	1.1869	1.0894
No log	0.6867	320	1.3171	0.3132	1.3171	1.1477
No log	0.6910	322	1.3877	0.3389	1.3877	1.1780
No log	0.6953	324	1.1620	0.3466	1.1620	1.0780
No log	0.6996	326	0.9335	0.5402	0.9335	0.9662
No log	0.7039	328	0.8717	0.4452	0.8717	0.9336
No log	0.7082	330	0.9522	0.4412	0.9522	0.9758
No log	0.7124	332	1.1828	0.3166	1.1828	1.0876
No log	0.7167	334	1.4268	0.3105	1.4268	1.1945
No log	0.7210	336	1.4236	0.3105	1.4236	1.1931
No log	0.7253	338	1.2489	0.3048	1.2489	1.1176
No log	0.7296	340	1.1060	0.4072	1.1060	1.0517
No log	0.7339	342	1.0183	0.4375	1.0183	1.0091
No log	0.7382	344	1.0346	0.4375	1.0346	1.0171
No log	0.7425	346	1.1858	0.3445	1.1858	1.0889
No log	0.7468	348	1.4130	0.3324	1.4130	1.1887
No log	0.7511	350	1.4567	0.3132	1.4567	1.2070
No log	0.7554	352	1.3088	0.3466	1.3088	1.1440
No log	0.7597	354	1.2315	0.3466	1.2315	1.1097
No log	0.7639	356	1.1606	0.3445	1.1606	1.0773
No log	0.7682	358	1.1900	0.3445	1.1900	1.0909
No log	0.7725	360	1.2237	0.3324	1.2237	1.1062
No log	0.7768	362	1.2769	0.3324	1.2769	1.1300
No log	0.7811	364	1.1951	0.3301	1.1951	1.0932
No log	0.7854	366	1.1886	0.3445	1.1886	1.0902
No log	0.7897	368	1.1872	0.3466	1.1872	1.0896
No log	0.7940	370	1.1335	0.3445	1.1335	1.0646
No log	0.7983	372	1.0564	0.4375	1.0564	1.0278
No log	0.8026	374	1.1250	0.3852	1.1250	1.0606
No log	0.8069	376	1.0660	0.4234	1.0660	1.0325
No log	0.8112	378	0.9679	0.4813	0.9679	0.9838
No log	0.8155	380	0.9526	0.4813	0.9526	0.9760
No log	0.8197	382	0.9149	0.5216	0.9149	0.9565
No log	0.8240	384	0.8634	0.5671	0.8634	0.9292
No log	0.8283	386	0.9956	0.5161	0.9956	0.9978
No log	0.8326	388	1.1622	0.3906	1.1622	1.0781
No log	0.8369	390	1.1951	0.4145	1.1951	1.0932
No log	0.8412	392	1.1265	0.4273	1.1265	1.0614
No log	0.8455	394	1.0264	0.5536	1.0264	1.0131
No log	0.8498	396	0.9855	0.5315	0.9855	0.9927
No log	0.8541	398	1.0865	0.4512	1.0865	1.0424
No log	0.8584	400	1.1810	0.4509	1.1810	1.0867
No log	0.8627	402	1.3408	0.3059	1.3408	1.1579
No log	0.8670	404	1.2555	0.3031	1.2555	1.1205
No log	0.8712	406	0.9918	0.4518	0.9918	0.9959
No log	0.8755	408	0.8654	0.5645	0.8654	0.9303
No log	0.8798	410	0.8408	0.5645	0.8408	0.9170
No log	0.8841	412	0.9308	0.5402	0.9308	0.9648
No log	0.8884	414	1.1268	0.3607	1.1268	1.0615
No log	0.8927	416	1.2412	0.3623	1.2412	1.1141
No log	0.8970	418	1.1358	0.3607	1.1358	1.0657
No log	0.9013	420	0.9421	0.4813	0.9421	0.9706
No log	0.9056	422	0.8906	0.4706	0.8906	0.9437
No log	0.9099	424	0.9622	0.4079	0.9622	0.9809
No log	0.9142	426	1.0353	0.3758	1.0353	1.0175
No log	0.9185	428	1.1582	0.3553	1.1582	1.0762
No log	0.9227	430	1.2743	0.3347	1.2743	1.1289
No log	0.9270	432	1.2411	0.3347	1.2411	1.1140
No log	0.9313	434	1.1471	0.4098	1.1471	1.0710
No log	0.9356	436	1.0024	0.4119	1.0024	1.0012
No log	0.9399	438	1.0650	0.4375	1.0650	1.0320
No log	0.9442	440	1.0762	0.4375	1.0762	1.0374
No log	0.9485	442	1.1010	0.3841	1.1010	1.0493
No log	0.9528	444	1.0619	0.3571	1.0619	1.0305
No log	0.9571	446	0.9415	0.4824	0.9415	0.9703
No log	0.9614	448	0.8991	0.4984	0.8991	0.9482
No log	0.9657	450	0.9125	0.5248	0.9125	0.9553
No log	0.9700	452	1.0259	0.3718	1.0259	1.0129
No log	0.9742	454	1.0808	0.3607	1.0808	1.0396
No log	0.9785	456	0.9720	0.3440	0.9720	0.9859
No log	0.9828	458	0.8311	0.5194	0.8311	0.9117
No log	0.9871	460	0.7777	0.5563	0.7777	0.8819
No log	0.9914	462	0.7919	0.5421	0.7919	0.8899
No log	0.9957	464	0.7998	0.5469	0.7998	0.8943
No log	1.0	466	0.9047	0.5256	0.9047	0.9511
No log	1.0043	468	1.0203	0.4765	1.0203	1.0101
No log	1.0086	470	1.0213	0.4542	1.0213	1.0106
No log	1.0129	472	0.9477	0.4944	0.9477	0.9735
No log	1.0172	474	0.8622	0.5388	0.8622	0.9286
No log	1.0215	476	0.8498	0.5276	0.8498	0.9218
No log	1.0258	478	0.8909	0.5931	0.8909	0.9439
No log	1.0300	480	1.0266	0.5145	1.0266	1.0132
No log	1.0343	482	1.2095	0.4627	1.2095	1.0998
No log	1.0386	484	1.2371	0.4501	1.2371	1.1122
No log	1.0429	486	1.0966	0.4759	1.0966	1.0472
No log	1.0472	488	1.0407	0.4776	1.0407	1.0201
No log	1.0515	490	0.9246	0.5641	0.9246	0.9616
No log	1.0558	492	0.9095	0.5641	0.9095	0.9537
No log	1.0601	494	0.8461	0.55	0.8461	0.9198
No log	1.0644	496	0.8521	0.4834	0.8521	0.9231
No log	1.0687	498	0.9075	0.4263	0.9075	0.9526
0.4358	1.0730	500	0.9439	0.4620	0.9439	0.9715
0.4358	1.0773	502	0.8650	0.5205	0.8650	0.9300
0.4358	1.0815	504	0.7961	0.6116	0.7961	0.8922
0.4358	1.0858	506	0.7693	0.6203	0.7693	0.8771
0.4358	1.0901	508	0.7523	0.5962	0.7523	0.8674
0.4358	1.0944	510	0.7855	0.6203	0.7855	0.8863
0.4358	1.0987	512	0.8513	0.4971	0.8513	0.9226
0.4358	1.1030	514	0.8494	0.5223	0.8494	0.9216
0.4358	1.1073	516	0.8404	0.5586	0.8404	0.9167
0.4358	1.1116	518	0.8244	0.5362	0.8244	0.9080
0.4358	1.1159	520	0.7209	0.7155	0.7209	0.8490
0.4358	1.1202	522	0.7111	0.7155	0.7111	0.8433
0.4358	1.1245	524	0.7167	0.7109	0.7167	0.8466
0.4358	1.1288	526	0.6814	0.6914	0.6814	0.8254
0.4358	1.1330	528	0.6491	0.6528	0.6491	0.8057
0.4358	1.1373	530	0.6652	0.6297	0.6652	0.8156
0.4358	1.1416	532	0.6920	0.5768	0.6920	0.8319
0.4358	1.1459	534	0.6967	0.6159	0.6967	0.8347
0.4358	1.1502	536	0.7035	0.6384	0.7035	0.8387
0.4358	1.1545	538	0.7301	0.6239	0.7301	0.8545
0.4358	1.1588	540	0.7358	0.6217	0.7358	0.8578
0.4358	1.1631	542	0.7561	0.6217	0.7561	0.8695
0.4358	1.1674	544	0.7274	0.6358	0.7274	0.8529
0.4358	1.1717	546	0.6530	0.7008	0.6530	0.8081
0.4358	1.1760	548	0.6295	0.6416	0.6295	0.7934
0.4358	1.1803	550	0.6332	0.6538	0.6332	0.7957
0.4358	1.1845	552	0.6838	0.6691	0.6838	0.8269
0.4358	1.1888	554	0.8557	0.5256	0.8557	0.9250
0.4358	1.1931	556	0.9845	0.3590	0.9845	0.9922
0.4358	1.1974	558	0.9515	0.3826	0.9515	0.9754
0.4358	1.2017	560	0.8414	0.5585	0.8414	0.9173
0.4358	1.2060	562	0.8038	0.5962	0.8038	0.8965
0.4358	1.2103	564	0.7617	0.5947	0.7617	0.8728
0.4358	1.2146	566	0.8026	0.6050	0.8026	0.8959
0.4358	1.2189	568	0.8912	0.5263	0.8912	0.9440
0.4358	1.2232	570	0.9451	0.4408	0.9451	0.9722
0.4358	1.2275	572	0.8769	0.5263	0.8769	0.9364
0.4358	1.2318	574	0.8179	0.5459	0.8179	0.9044
0.4358	1.2361	576	0.7825	0.5459	0.7825	0.8846
0.4358	1.2403	578	0.8085	0.5433	0.8085	0.8992
0.4358	1.2446	580	0.8584	0.5263	0.8584	0.9265
0.4358	1.2489	582	0.8520	0.5263	0.8520	0.9231
0.4358	1.2532	584	0.7949	0.5460	0.7949	0.8916
0.4358	1.2575	586	0.7590	0.6373	0.7590	0.8712
0.4358	1.2618	588	0.7609	0.5683	0.7609	0.8723
0.4358	1.2661	590	0.8057	0.5769	0.8057	0.8976
0.4358	1.2704	592	0.9140	0.5641	0.9140	0.9560
0.4358	1.2747	594	0.9204	0.5641	0.9204	0.9594
0.4358	1.2790	596	0.8896	0.6117	0.8896	0.9432
0.4358	1.2833	598	0.8007	0.5852	0.8007	0.8948
0.4358	1.2876	600	0.7695	0.5802	0.7695	0.8772
0.4358	1.2918	602	0.7606	0.5559	0.7606	0.8721
0.4358	1.2961	604	0.7673	0.5591	0.7673	0.8760
0.4358	1.3004	606	0.7927	0.5292	0.7927	0.8903
0.4358	1.3047	608	0.8419	0.5727	0.8419	0.9175
0.4358	1.3090	610	0.8364	0.5957	0.8364	0.9146
0.4358	1.3133	612	0.7819	0.5663	0.7819	0.8843
0.4358	1.3176	614	0.7765	0.5663	0.7765	0.8812
0.4358	1.3219	616	0.8378	0.5814	0.8378	0.9153
0.4358	1.3262	618	0.9784	0.4296	0.9784	0.9891
0.4358	1.3305	620	1.1624	0.4509	1.1624	1.0781
0.4358	1.3348	622	1.1654	0.4509	1.1654	1.0795
0.4358	1.3391	624	1.0682	0.4157	1.0682	1.0335
0.4358	1.3433	626	0.9273	0.4558	0.9273	0.9630
0.4358	1.3476	628	0.8616	0.4444	0.8616	0.9282
0.4358	1.3519	630	0.8635	0.5016	0.8635	0.9293
0.4358	1.3562	632	0.9288	0.4294	0.9288	0.9637
0.4358	1.3605	634	0.9617	0.4296	0.9617	0.9807
0.4358	1.3648	636	0.9372	0.4691	0.9372	0.9681
0.4358	1.3691	638	0.9733	0.4931	0.9733	0.9866
0.4358	1.3734	640	0.9369	0.5068	0.9369	0.9680
0.4358	1.3777	642	0.9419	0.5068	0.9419	0.9705
0.4358	1.3820	644	0.9643	0.5068	0.9643	0.9820
0.4358	1.3863	646	0.9915	0.4435	0.9915	0.9957
0.4358	1.3906	648	0.9410	0.4832	0.9410	0.9700
0.4358	1.3948	650	0.8931	0.4484	0.8931	0.9450
0.4358	1.3991	652	0.8668	0.5408	0.8668	0.9310
0.4358	1.4034	654	0.8718	0.4764	0.8718	0.9337
0.4358	1.4077	656	0.9164	0.4706	0.9164	0.9573
0.4358	1.4120	658	0.9176	0.4842	0.9176	0.9579
0.4358	1.4163	660	0.9013	0.5117	0.9013	0.9494
0.4358	1.4206	662	0.8532	0.4600	0.8532	0.9237
0.4358	1.4249	664	0.8273	0.5174	0.8273	0.9095
0.4358	1.4292	666	0.8341	0.5174	0.8341	0.9133
0.4358	1.4335	668	0.8104	0.5768	0.8104	0.9002
0.4358	1.4378	670	0.8151	0.5330	0.8151	0.9028
0.4358	1.4421	672	0.8581	0.4870	0.8581	0.9264
0.4358	1.4464	674	0.9069	0.4087	0.9069	0.9523
0.4358	1.4506	676	0.9258	0.4212	0.9258	0.9622
0.4358	1.4549	678	0.9407	0.4212	0.9407	0.9699
0.4358	1.4592	680	0.9229	0.4375	0.9229	0.9607
0.4358	1.4635	682	0.8655	0.5431	0.8655	0.9303
0.4358	1.4678	684	0.7825	0.5411	0.7825	0.8846
0.4358	1.4721	686	0.7298	0.6262	0.7298	0.8543
0.4358	1.4764	688	0.7081	0.6238	0.7081	0.8415
0.4358	1.4807	690	0.7113	0.5855	0.7113	0.8434
0.4358	1.4850	692	0.7312	0.6473	0.7312	0.8551
0.4358	1.4893	694	0.8162	0.5673	0.8162	0.9034
0.4358	1.4936	696	0.8915	0.4865	0.8915	0.9442
0.4358	1.4979	698	0.9337	0.4589	0.9337	0.9663
0.4358	1.5021	700	0.9173	0.4324	0.9173	0.9577
0.4358	1.5064	702	0.9309	0.4324	0.9309	0.9648
0.4358	1.5107	704	0.9468	0.3901	0.9468	0.9730
0.4358	1.5150	706	0.9519	0.4746	0.9519	0.9756
0.4358	1.5193	708	0.8923	0.4746	0.8923	0.9446
0.4358	1.5236	710	0.8902	0.4746	0.8902	0.9435
0.4358	1.5279	712	0.9466	0.4986	0.9466	0.9729
0.4358	1.5322	714	1.0011	0.5054	1.0011	1.0006
0.4358	1.5365	716	1.0781	0.4908	1.0781	1.0383
0.4358	1.5408	718	1.0942	0.5276	1.0942	1.0461
0.4358	1.5451	720	0.9989	0.5638	0.9989	0.9994
0.4358	1.5494	722	0.9049	0.4933	0.9049	0.9513
0.4358	1.5536	724	0.8568	0.5307	0.8568	0.9256
0.4358	1.5579	726	0.8433	0.5886	0.8433	0.9183
0.4358	1.5622	728	0.8552	0.5838	0.8552	0.9248
0.4358	1.5665	730	0.8789	0.4326	0.8789	0.9375
0.4358	1.5708	732	0.9486	0.4181	0.9486	0.9740
0.4358	1.5751	734	1.0943	0.4908	1.0943	1.0461
0.4358	1.5794	736	1.1225	0.4908	1.1225	1.0595
0.4358	1.5837	738	1.0253	0.4437	1.0253	1.0125
0.4358	1.5880	740	0.9664	0.4867	0.9664	0.9831
0.4358	1.5923	742	0.9983	0.4465	0.9983	0.9992
0.4358	1.5966	744	0.9982	0.4185	0.9982	0.9991
0.4358	1.6009	746	1.0860	0.4050	1.0860	1.0421
0.4358	1.6052	748	1.1929	0.4506	1.1929	1.0922
0.4358	1.6094	750	1.2204	0.4506	1.2204	1.1047
0.4358	1.6137	752	1.0900	0.4157	1.0900	1.0440
0.4358	1.6180	754	1.0433	0.4157	1.0433	1.0214
0.4358	1.6223	756	1.0000	0.4437	1.0000	1.0000
0.4358	1.6266	758	1.0062	0.4157	1.0062	1.0031
0.4358	1.6309	760	0.9709	0.4437	0.9709	0.9853
0.4358	1.6352	762	1.0070	0.4677	1.0070	1.0035
0.4358	1.6395	764	1.0111	0.4677	1.0111	1.0055
0.4358	1.6438	766	1.0768	0.4538	1.0768	1.0377
0.4358	1.6481	768	1.0881	0.4405	1.0881	1.0431
0.4358	1.6524	770	1.0094	0.4677	1.0094	1.0047
0.4358	1.6567	772	0.9115	0.4585	0.9115	0.9547
0.4358	1.6609	774	0.8713	0.4211	0.8713	0.9334
0.4358	1.6652	776	0.8566	0.5270	0.8566	0.9256
0.4358	1.6695	778	0.8343	0.5574	0.8343	0.9134
0.4358	1.6738	780	0.8283	0.5574	0.8283	0.9101
0.4358	1.6781	782	0.8538	0.5270	0.8538	0.9240
0.4358	1.6824	784	0.8247	0.5174	0.8247	0.9081
0.4358	1.6867	786	0.8248	0.5029	0.8248	0.9082
0.4358	1.6910	788	0.8701	0.5385	0.8701	0.9328
0.4358	1.6953	790	0.9566	0.4580	0.9566	0.9781
0.4358	1.6996	792	1.0181	0.4580	1.0181	1.0090
0.4358	1.7039	794	1.0621	0.4050	1.0621	1.0306
0.4358	1.7082	796	1.0347	0.4181	1.0347	1.0172
0.4358	1.7124	798	0.9212	0.4326	0.9212	0.9598
0.4358	1.7167	800	0.8183	0.6118	0.8183	0.9046
0.4358	1.7210	802	0.7934	0.6074	0.7934	0.8907
0.4358	1.7253	804	0.8085	0.6118	0.8085	0.8992
0.4358	1.7296	806	0.8677	0.5355	0.8677	0.9315
0.4358	1.7339	808	0.9879	0.4172	0.9879	0.9939
0.4358	1.7382	810	1.1207	0.3496	1.1207	1.0586
0.4358	1.7425	812	1.1551	0.3802	1.1551	1.0748
0.4358	1.7468	814	1.0955	0.3496	1.0955	1.0466
0.4358	1.7511	816	1.0046	0.3912	1.0046	1.0023
0.4358	1.7554	818	0.9182	0.4172	0.9182	0.9582
0.4358	1.7597	820	0.9022	0.4755	0.9022	0.9498
0.4358	1.7639	822	0.9462	0.4172	0.9462	0.9727
0.4358	1.7682	824	1.0124	0.3496	1.0124	1.0062
0.4358	1.7725	826	1.1269	0.3739	1.1269	1.0616
0.4358	1.7768	828	1.1586	0.3864	1.1586	1.0764
0.4358	1.7811	830	1.1289	0.3571	1.1289	1.0625
0.4358	1.7854	832	1.0410	0.3457	1.0410	1.0203
0.4358	1.7897	834	0.9784	0.3775	0.9784	0.9891
0.4358	1.7940	836	0.9636	0.4585	0.9636	0.9816
0.4358	1.7983	838	1.0078	0.4822	1.0078	1.0039
0.4358	1.8026	840	1.0862	0.4050	1.0862	1.0422
0.4358	1.8069	842	1.2344	0.4404	1.2344	1.1110
0.4358	1.8112	844	1.2823	0.4141	1.2823	1.1324
0.4358	1.8155	846	1.1865	0.3896	1.1865	1.0893
0.4358	1.8197	848	1.0356	0.4	1.0356	1.0176
0.4358	1.8240	850	0.9843	0.3876	0.9843	0.9921
0.4358	1.8283	852	0.9961	0.3876	0.9961	0.9981
0.4358	1.8326	854	1.0191	0.3887	1.0191	1.0095
0.4358	1.8369	856	1.0513	0.3887	1.0513	1.0253
0.4358	1.8412	858	1.0139	0.3887	1.0139	1.0069
0.4358	1.8455	860	1.0275	0.4294	1.0275	1.0136
0.4358	1.8498	862	0.9786	0.4986	0.9786	0.9893
0.4358	1.8541	864	0.9027	0.4737	0.9027	0.9501
0.4358	1.8584	866	0.8515	0.6050	0.8515	0.9228
0.4358	1.8627	868	0.8801	0.6009	0.8801	0.9382
0.4358	1.8670	870	0.9563	0.4585	0.9563	0.9779
0.4358	1.8712	872	1.0794	0.3775	1.0794	1.0390
0.4358	1.8755	874	1.1521	0.3457	1.1521	1.0733
0.4358	1.8798	876	1.1573	0.3571	1.1573	1.0758
0.4358	1.8841	878	1.0761	0.3982	1.0761	1.0373
0.4358	1.8884	880	0.9727	0.3990	0.9727	0.9863
0.4358	1.8927	882	0.9451	0.4448	0.9451	0.9721
0.4358	1.8970	884	0.9834	0.4443	0.9834	0.9917
0.4358	1.9013	886	1.0892	0.3775	1.0892	1.0437
0.4358	1.9056	888	1.2125	0.3625	1.2125	1.1011
0.4358	1.9099	890	1.2817	0.3896	1.2817	1.1321
0.4358	1.9142	892	1.2598	0.3886	1.2598	1.1224
0.4358	1.9185	894	1.2599	0.3886	1.2599	1.1224
0.4358	1.9227	896	1.2571	0.3625	1.2571	1.1212
0.4358	1.9270	898	1.3443	0.3896	1.3443	1.1594
0.4358	1.9313	900	1.3421	0.3896	1.3421	1.1585
0.4358	1.9356	902	1.2322	0.3625	1.2322	1.1100
0.4358	1.9399	904	1.1124	0.3887	1.1124	1.0547
0.4358	1.9442	906	1.0785	0.3571	1.0785	1.0385
0.4358	1.9485	908	1.1195	0.3571	1.1195	1.0581
0.4358	1.9528	910	1.1607	0.3864	1.1607	1.0773
0.4358	1.9571	912	1.2118	0.3864	1.2118	1.1008
0.4358	1.9614	914	1.2874	0.3896	1.2874	1.1347
0.4358	1.9657	916	1.2835	0.4141	1.2835	1.1329
0.4358	1.9700	918	1.1636	0.3625	1.1636	1.0787
0.4358	1.9742	920	1.0321	0.3739	1.0321	1.0159
0.4358	1.9785	922	0.9707	0.4181	0.9707	0.9852
0.4358	1.9828	924	0.9794	0.3912	0.9794	0.9896
0.4358	1.9871	926	0.9838	0.3912	0.9838	0.9919
0.4358	1.9914	928	0.9557	0.4731	0.9557	0.9776
0.4358	1.9957	930	0.9640	0.4731	0.9640	0.9819
0.4358	2.0	932	1.0167	0.3496	1.0167	1.0083
0.4358	2.0043	934	1.0993	0.4042	1.0993	1.0485
0.4358	2.0086	936	1.1019	0.4042	1.1019	1.0497
0.4358	2.0129	938	1.0141	0.4181	1.0141	1.0070
0.4358	2.0172	940	0.9268	0.4737	0.9268	0.9627
0.4358	2.0215	942	0.8390	0.5701	0.8390	0.9160
0.4358	2.0258	944	0.8262	0.5734	0.8262	0.9090
0.4358	2.0300	946	0.8552	0.5701	0.8552	0.9248
0.4358	2.0343	948	0.8946	0.5933	0.8946	0.9458
0.4358	2.0386	950	0.9008	0.5933	0.9008	0.9491
0.4358	2.0429	952	0.8780	0.5933	0.8780	0.9370
0.4358	2.0472	954	0.8809	0.5933	0.8809	0.9386
0.4358	2.0515	956	0.8918	0.5526	0.8918	0.9443
0.4358	2.0558	958	0.8794	0.5526	0.8794	0.9378
0.4358	2.0601	960	0.8207	0.5734	0.8207	0.9059
0.4358	2.0644	962	0.7665	0.6455	0.7665	0.8755
0.4358	2.0687	964	0.7324	0.6589	0.7324	0.8558
0.4358	2.0730	966	0.7372	0.6558	0.7372	0.8586
0.4358	2.0773	968	0.7608	0.6026	0.7608	0.8723
0.4358	2.0815	970	0.7782	0.6162	0.7782	0.8822
0.4358	2.0858	972	0.8152	0.6018	0.8152	0.9029
0.4358	2.0901	974	0.8368	0.5727	0.8368	0.9147
0.4358	2.0944	976	0.7870	0.6307	0.7870	0.8871
0.4358	2.0987	978	0.7809	0.6075	0.7809	0.8837
0.4358	2.1030	980	0.7728	0.6561	0.7728	0.8791
0.4358	2.1073	982	0.7765	0.6561	0.7765	0.8812
0.4358	2.1116	984	0.7852	0.6205	0.7852	0.8861
0.4358	2.1159	986	0.8131	0.6307	0.8131	0.9017
0.4358	2.1202	988	0.8154	0.5413	0.8154	0.9030
0.4358	2.1245	990	0.8217	0.5413	0.8217	0.9065
0.4358	2.1288	992	0.8518	0.5411	0.8518	0.9229
0.4358	2.1330	994	0.9033	0.5146	0.9033	0.9504
0.4358	2.1373	996	0.9280	0.5146	0.9280	0.9633
0.4358	2.1416	998	0.8927	0.5146	0.8927	0.9448
0.0906	2.1459	1000	0.8176	0.6307	0.8176	0.9042
0.0906	2.1502	1002	0.7642	0.6128	0.7642	0.8742
0.0906	2.1545	1004	0.7595	0.5850	0.7595	0.8715
0.0906	2.1588	1006	0.7693	0.6281	0.7693	0.8771
0.0906	2.1631	1008	0.7813	0.5755	0.7813	0.8839
0.0906	2.1674	1010	0.8047	0.5755	0.8047	0.8970
0.0906	2.1717	1012	0.8353	0.5685	0.8353	0.9139
0.0906	2.1760	1014	0.8413	0.5549	0.8413	0.9172
0.0906	2.1803	1016	0.7978	0.6143	0.7978	0.8932
0.0906	2.1845	1018	0.7461	0.6070	0.7461	0.8637
0.0906	2.1888	1020	0.7300	0.6111	0.7300	0.8544
0.0906	2.1931	1022	0.7276	0.6340	0.7276	0.8530
0.0906	2.1974	1024	0.7361	0.6369	0.7361	0.8580
0.0906	2.2017	1026	0.7517	0.6281	0.7517	0.8670
0.0906	2.2060	1028	0.7991	0.5755	0.7991	0.8939
0.0906	2.2103	1030	0.8404	0.5307	0.8404	0.9167
0.0906	2.2146	1032	0.8634	0.5633	0.8634	0.9292
0.0906	2.2189	1034	0.9032	0.5637	0.9032	0.9504
0.0906	2.2232	1036	0.8653	0.5921	0.8653	0.9302
0.0906	2.2275	1038	0.8342	0.6261	0.8342	0.9133
0.0906	2.2318	1040	0.8063	0.6261	0.8063	0.8979
0.0906	2.2361	1042	0.8548	0.6385	0.8548	0.9246
0.0906	2.2403	1044	0.9113	0.5205	0.9113	0.9546
0.0906	2.2446	1046	0.9376	0.4822	0.9376	0.9683
0.0906	2.2489	1048	0.9957	0.4437	0.9957	0.9978
0.0906	2.2532	1050	1.0437	0.4665	1.0437	1.0216
0.0906	2.2575	1052	0.9992	0.5054	0.9992	0.9996
0.0906	2.2618	1054	0.9881	0.4437	0.9881	0.9940
0.0906	2.2661	1056	0.9664	0.4437	0.9664	0.9830
0.0906	2.2704	1058	0.9066	0.5117	0.9066	0.9521
0.0906	2.2747	1060	0.8439	0.6050	0.8439	0.9186
0.0906	2.2790	1062	0.8121	0.6050	0.8121	0.9012
0.0906	2.2833	1064	0.7747	0.6455	0.7747	0.8801
0.0906	2.2876	1066	0.7443	0.6601	0.7443	0.8627
0.0906	2.2918	1068	0.7273	0.6711	0.7273	0.8528
0.0906	2.2961	1070	0.7332	0.6569	0.7332	0.8563
0.0906	2.3004	1072	0.7465	0.6711	0.7465	0.8640
0.0906	2.3047	1074	0.7699	0.6426	0.7699	0.8774
0.0906	2.3090	1076	0.7853	0.6121	0.7853	0.8862
0.0906	2.3133	1078	0.8598	0.5411	0.8598	0.9272
0.0906	2.3176	1080	0.8807	0.5411	0.8807	0.9384
0.0906	2.3219	1082	0.8900	0.5413	0.8900	0.9434
0.0906	2.3262	1084	0.8836	0.5413	0.8836	0.9400
0.0906	2.3305	1086	0.8152	0.6081	0.8152	0.9029
0.0906	2.3348	1088	0.7629	0.6569	0.7629	0.8734
0.0906	2.3391	1090	0.7689	0.6569	0.7689	0.8769
0.0906	2.3433	1092	0.7698	0.6711	0.7698	0.8774
0.0906	2.3476	1094	0.7607	0.6851	0.7607	0.8722
0.0906	2.3519	1096	0.7795	0.6711	0.7795	0.8829
0.0906	2.3562	1098	0.7793	0.6400	0.7793	0.8828
0.0906	2.3605	1100	0.7589	0.6375	0.7589	0.8712
0.0906	2.3648	1102	0.7272	0.6415	0.7272	0.8528
0.0906	2.3691	1104	0.7339	0.6395	0.7339	0.8567
0.0906	2.3734	1106	0.7355	0.6395	0.7355	0.8576
0.0906	2.3777	1108	0.7792	0.6355	0.7792	0.8827
0.0906	2.3820	1110	0.7714	0.6355	0.7714	0.8783
0.0906	2.3863	1112	0.7788	0.6355	0.7788	0.8825
0.0906	2.3906	1114	0.7551	0.6400	0.7551	0.8690
0.0906	2.3948	1116	0.7096	0.6851	0.7096	0.8424
0.0906	2.3991	1118	0.6846	0.6488	0.6846	0.8274
0.0906	2.4034	1120	0.6868	0.6488	0.6868	0.8287
0.0906	2.4077	1122	0.7086	0.6851	0.7086	0.8418
0.0906	2.4120	1124	0.7725	0.6139	0.7725	0.8789
0.0906	2.4163	1126	0.8466	0.5164	0.8466	0.9201
0.0906	2.4206	1128	0.8675	0.5164	0.8675	0.9314
0.0906	2.4249	1130	0.8471	0.5580	0.8471	0.9204
0.0906	2.4292	1132	0.8493	0.5994	0.8493	0.9216
0.0906	2.4335	1134	0.8765	0.5994	0.8765	0.9362
0.0906	2.4378	1136	0.8811	0.5164	0.8811	0.9387
0.0906	2.4421	1138	0.9339	0.4444	0.9339	0.9664
0.0906	2.4464	1140	0.9880	0.4009	0.9880	0.9940
0.0906	2.4506	1142	0.9649	0.4444	0.9649	0.9823
0.0906	2.4549	1144	0.9408	0.4444	0.9408	0.9700
0.0906	2.4592	1146	0.9641	0.4009	0.9641	0.9819
0.0906	2.4635	1148	0.9529	0.4444	0.9529	0.9762
0.0906	2.4678	1150	0.9922	0.4324	0.9922	0.9961
0.0906	2.4721	1152	0.9932	0.4589	0.9932	0.9966
0.0906	2.4764	1154	1.0214	0.4585	1.0214	1.0107
0.0906	2.4807	1156	1.0006	0.4589	1.0006	1.0003
0.0906	2.4850	1158	0.9198	0.5164	0.9198	0.9590
0.0906	2.4893	1160	0.8515	0.5578	0.8515	0.9228
0.0906	2.4936	1162	0.8045	0.6041	0.8045	0.8969
0.0906	2.4979	1164	0.7935	0.6642	0.7935	0.8908
0.0906	2.5021	1166	0.8096	0.6497	0.8096	0.8998
0.0906	2.5064	1168	0.8268	0.6351	0.8268	0.9093
0.0906	2.5107	1170	0.8499	0.6307	0.8499	0.9219
0.0906	2.5150	1172	0.8890	0.5164	0.8890	0.9429
0.0906	2.5193	1174	0.9612	0.4589	0.9612	0.9804
0.0906	2.5236	1176	1.0250	0.4553	1.0250	1.0124
0.0906	2.5279	1178	1.0712	0.4299	1.0712	1.0350
0.0906	2.5322	1180	1.0852	0.4299	1.0852	1.0417
0.0906	2.5365	1182	1.0856	0.4405	1.0856	1.0419
0.0906	2.5408	1184	1.0408	0.4553	1.0408	1.0202
0.0906	2.5451	1186	0.9622	0.4290	0.9622	0.9809
0.0906	2.5494	1188	0.9365	0.4009	0.9365	0.9677
0.0906	2.5536	1190	0.9402	0.4009	0.9402	0.9696
0.0906	2.5579	1192	1.0009	0.4009	1.0009	1.0004
0.0906	2.5622	1194	1.0697	0.4553	1.0697	1.0343
0.0906	2.5665	1196	1.0723	0.4042	1.0723	1.0355
0.0906	2.5708	1198	1.0845	0.4042	1.0845	1.0414
0.0906	2.5751	1200	1.0556	0.4042	1.0556	1.0274
0.0906	2.5794	1202	0.9826	0.4009	0.9826	0.9913
0.0906	2.5837	1204	0.9467	0.4009	0.9467	0.9730
0.0906	2.5880	1206	0.9315	0.4009	0.9315	0.9652
0.0906	2.5923	1208	0.9409	0.4009	0.9409	0.9700
0.0906	2.5966	1210	0.9886	0.4009	0.9886	0.9943
0.0906	2.6009	1212	1.0395	0.3775	1.0395	1.0196
0.0906	2.6052	1214	1.0728	0.4042	1.0728	1.0358
0.0906	2.6094	1216	1.0929	0.4042	1.0929	1.0454
0.0906	2.6137	1218	1.1267	0.4298	1.1267	1.0615
0.0906	2.6180	1220	1.1353	0.4298	1.1353	1.0655
0.0906	2.6223	1222	1.1887	0.4405	1.1887	1.0903
0.0906	2.6266	1224	1.1750	0.4406	1.1750	1.0840
0.0906	2.6309	1226	1.1622	0.3887	1.1622	1.0781
0.0906	2.6352	1228	1.1131	0.4408	1.1131	1.0550
0.0906	2.6395	1230	1.0388	0.4409	1.0388	1.0192
0.0906	2.6438	1232	0.9816	0.4290	0.9816	0.9908
0.0906	2.6481	1234	0.9847	0.4290	0.9847	0.9923
0.0906	2.6524	1236	1.0366	0.4290	1.0366	1.0181
0.0906	2.6567	1238	1.1203	0.3887	1.1203	1.0584
0.0906	2.6609	1240	1.1920	0.4405	1.1920	1.0918
0.0906	2.6652	1242	1.2023	0.4299	1.2023	1.0965
0.0906	2.6695	1244	1.1388	0.4042	1.1388	1.0672
0.0906	2.6738	1246	1.0323	0.4076	1.0323	1.0160
0.0906	2.6781	1248	1.0056	0.4589	1.0056	1.0028
0.0906	2.6824	1250	0.9494	0.5408	0.9494	0.9743
0.0906	2.6867	1252	0.9426	0.5164	0.9426	0.9709
0.0906	2.6910	1254	1.0208	0.4290	1.0208	1.0103
0.0906	2.6953	1256	1.1316	0.4408	1.1316	1.0638
0.0906	2.6996	1258	1.1708	0.4668	1.1708	1.0820
0.0906	2.7039	1260	1.1460	0.4408	1.1460	1.0705
0.0906	2.7082	1262	1.0897	0.4409	1.0897	1.0439
0.0906	2.7124	1264	1.0486	0.4409	1.0486	1.0240
0.0906	2.7167	1266	0.9903	0.4409	0.9903	0.9951
0.0906	2.7210	1268	0.9343	0.4009	0.9343	0.9666
0.0906	2.7253	1270	0.9084	0.4009	0.9084	0.9531
0.0906	2.7296	1272	0.8816	0.4444	0.8816	0.9390
0.0906	2.7339	1274	0.8449	0.5613	0.8449	0.9192
0.0906	2.7382	1276	0.8426	0.5613	0.8426	0.9179
0.0906	2.7425	1278	0.8727	0.5307	0.8727	0.9342
0.0906	2.7468	1280	0.9574	0.4009	0.9574	0.9785
0.0906	2.7511	1282	1.0631	0.4042	1.0631	1.0311
0.0906	2.7554	1284	1.1172	0.3802	1.1172	1.0570
0.0906	2.7597	1286	1.1297	0.3802	1.1297	1.0629
0.0906	2.7639	1288	1.1199	0.3535	1.1199	1.0582
0.0906	2.7682	1290	1.0980	0.3761	1.0980	1.0478
0.0906	2.7725	1292	1.0989	0.3474	1.0989	1.0483
0.0906	2.7768	1294	1.0548	0.4009	1.0548	1.0270
0.0906	2.7811	1296	1.0620	0.4009	1.0620	1.0305
0.0906	2.7854	1298	1.0886	0.4009	1.0886	1.0434
0.0906	2.7897	1300	1.1145	0.4009	1.1145	1.0557
0.0906	2.7940	1302	1.1063	0.3761	1.1063	1.0518
0.0906	2.7983	1304	1.1331	0.3761	1.1331	1.0645
0.0906	2.8026	1306	1.1954	0.3660	1.1954	1.0934
0.0906	2.8069	1308	1.2441	0.4404	1.2441	1.1154
0.0906	2.8112	1310	1.1884	0.3919	1.1884	1.0901
0.0906	2.8155	1312	1.1034	0.3789	1.1034	1.0504
0.0906	2.8197	1314	1.0411	0.4290	1.0411	1.0203
0.0906	2.8240	1316	1.0174	0.4290	1.0174	1.0086
0.0906	2.8283	1318	1.0427	0.4294	1.0427	1.0211
0.0906	2.8326	1320	1.0989	0.3814	1.0989	1.0483
0.0906	2.8369	1322	1.1527	0.3919	1.1527	1.0737
0.0906	2.8412	1324	1.1343	0.3814	1.1343	1.0650
0.0906	2.8455	1326	1.0856	0.3814	1.0856	1.0419
0.0906	2.8498	1328	1.0382	0.4290	1.0382	1.0189
0.0906	2.8541	1330	1.0279	0.4714	1.0279	1.0139
0.0906	2.8584	1332	1.0159	0.4181	1.0159	1.0079
0.0906	2.8627	1334	1.0444	0.4194	1.0444	1.0219
0.0906	2.8670	1336	1.0675	0.4194	1.0675	1.0332
0.0906	2.8712	1338	1.0803	0.4190	1.0803	1.0394
0.0906	2.8755	1340	1.0015	0.5243	1.0015	1.0008
0.0906	2.8798	1342	0.9432	0.5	0.9432	0.9712
0.0906	2.8841	1344	0.9100	0.5031	0.9100	0.9540
0.0906	2.8884	1346	0.8827	0.5459	0.8827	0.9395
0.0906	2.8927	1348	0.8623	0.5884	0.8623	0.9286
0.0906	2.8970	1350	0.8710	0.5701	0.8710	0.9333
0.0906	2.9013	1352	0.8646	0.5701	0.8646	0.9298
0.0906	2.9056	1354	0.8838	0.5284	0.8838	0.9401
0.0906	2.9099	1356	0.8875	0.5526	0.8875	0.9421
0.0906	2.9142	1358	0.8840	0.5243	0.8840	0.9402
0.0906	2.9185	1360	0.8938	0.5475	0.8938	0.9454
0.0906	2.9227	1362	0.8787	0.5243	0.8787	0.9374
0.0906	2.9270	1364	0.8953	0.5475	0.8953	0.9462
0.0906	2.9313	1366	0.9345	0.5475	0.9345	0.9667
0.0906	2.9356	1368	0.9954	0.5154	0.9954	0.9977
0.0906	2.9399	1370	1.0277	0.4912	1.0277	1.0138
0.0906	2.9442	1372	1.0363	0.4912	1.0363	1.0180
0.0906	2.9485	1374	0.9791	0.5154	0.9791	0.9895
0.0906	2.9528	1376	0.9383	0.4947	0.9383	0.9687
0.0906	2.9571	1378	0.8738	0.6037	0.8738	0.9348
0.0906	2.9614	1380	0.8705	0.5408	0.8705	0.9330
0.0906	2.9657	1382	0.9004	0.5284	0.9004	0.9489
0.0906	2.9700	1384	0.8924	0.5284	0.8924	0.9447
0.0906	2.9742	1386	0.8553	0.5459	0.8553	0.9248
0.0906	2.9785	1388	0.8548	0.5459	0.8548	0.9246
0.0906	2.9828	1390	0.8801	0.5031	0.8801	0.9381
0.0906	2.9871	1392	0.9202	0.5	0.9202	0.9593
0.0906	2.9914	1394	0.9523	0.5243	0.9523	0.9759
0.0906	2.9957	1396	0.9451	0.4721	0.9451	0.9722
0.0906	3.0	1398	0.9357	0.5	0.9357	0.9673
0.0906	3.0043	1400	0.9389	0.5408	0.9389	0.9690
0.0906	3.0086	1402	0.9142	0.6217	0.9142	0.9561
0.0906	3.0129	1404	0.8933	0.5994	0.8933	0.9451
0.0906	3.0172	1406	0.8637	0.6307	0.8637	0.9293
0.0906	3.0215	1408	0.8414	0.6307	0.8414	0.9173
0.0906	3.0258	1410	0.8402	0.5873	0.8402	0.9166
0.0906	3.0300	1412	0.8520	0.6098	0.8520	0.9230
0.0906	3.0343	1414	0.8593	0.5551	0.8593	0.9270
0.0906	3.0386	1416	0.8824	0.5743	0.8824	0.9394
0.0906	3.0429	1418	0.9459	0.5920	0.9459	0.9726
0.0906	3.0472	1420	0.9926	0.5858	0.9926	0.9963
0.0906	3.0515	1422	0.9970	0.5660	0.9970	0.9985
0.0906	3.0558	1424	0.9971	0.5660	0.9971	0.9985
0.0906	3.0601	1426	0.9334	0.5633	0.9334	0.9661
0.0906	3.0644	1428	0.8882	0.5413	0.8882	0.9424
0.0906	3.0687	1430	0.8396	0.5980	0.8396	0.9163
0.0906	3.0730	1432	0.8624	0.6098	0.8624	0.9287
0.0906	3.0773	1434	0.8806	0.6217	0.8806	0.9384
0.0906	3.0815	1436	0.8764	0.5994	0.8764	0.9362
0.0906	3.0858	1438	0.8533	0.5873	0.8533	0.9237
0.0906	3.0901	1440	0.8245	0.6205	0.8245	0.9080
0.0906	3.0944	1442	0.7925	0.6205	0.7925	0.8902
0.0906	3.0987	1444	0.7613	0.5189	0.7613	0.8725
0.0906	3.1030	1446	0.7431	0.5650	0.7431	0.8621
0.0906	3.1073	1448	0.7312	0.5650	0.7312	0.8551
0.0906	3.1116	1450	0.7306	0.6303	0.7306	0.8548
0.0906	3.1159	1452	0.7650	0.5897	0.7650	0.8747
0.0906	3.1202	1454	0.8157	0.6098	0.8157	0.9032
0.0906	3.1245	1456	0.8855	0.5897	0.8855	0.9410
0.0906	3.1288	1458	0.9017	0.5362	0.9017	0.9496
0.0906	3.1330	1460	0.9008	0.5610	0.9008	0.9491
0.0906	3.1373	1462	0.9134	0.6026	0.9134	0.9557
0.0906	3.1416	1464	0.9132	0.6026	0.9132	0.9556
0.0906	3.1459	1466	0.9385	0.6221	0.9385	0.9688
0.0906	3.1502	1468	0.9620	0.5512	0.9620	0.9808
0.0906	3.1545	1470	0.9122	0.5610	0.9122	0.9551
0.0906	3.1588	1472	0.8388	0.5980	0.8388	0.9159
0.0906	3.1631	1474	0.7991	0.5897	0.7991	0.8939
0.0906	3.1674	1476	0.7966	0.5897	0.7966	0.8925
0.0906	3.1717	1478	0.7977	0.5752	0.7977	0.8931
0.0906	3.1760	1480	0.7748	0.6205	0.7748	0.8803
0.0906	3.1803	1482	0.7580	0.5446	0.7580	0.8707
0.0906	3.1845	1484	0.7552	0.5189	0.7552	0.8690
0.0906	3.1888	1486	0.7710	0.5443	0.7710	0.8780
0.0906	3.1931	1488	0.8078	0.5752	0.8078	0.8988
0.0906	3.1974	1490	0.8154	0.5752	0.8154	0.9030
0.0906	3.2017	1492	0.8112	0.5752	0.8112	0.9007
0.0906	3.2060	1494	0.8063	0.5980	0.8063	0.8979
0.0906	3.2103	1496	0.8195	0.5437	0.8195	0.9053
0.0906	3.2146	1498	0.7961	0.5980	0.7961	0.8923
0.0614	3.2189	1500	0.7917	0.5980	0.7917	0.8898
0.0614	3.2232	1502	0.7641	0.5897	0.7641	0.8742
0.0614	3.2275	1504	0.7679	0.5897	0.7679	0.8763
0.0614	3.2318	1506	0.7841	0.5752	0.7841	0.8855
0.0614	3.2361	1508	0.8291	0.6217	0.8291	0.9105
0.0614	3.2403	1510	0.8843	0.5408	0.8843	0.9403
0.0614	3.2446	1512	0.9320	0.4714	0.9320	0.9654
0.0614	3.2489	1514	0.9276	0.4714	0.9276	0.9631
0.0614	3.2532	1516	0.8783	0.5	0.8783	0.9372
0.0614	3.2575	1518	0.8064	0.6307	0.8064	0.8980
0.0614	3.2618	1520	0.7504	0.6455	0.7504	0.8663
0.0614	3.2661	1522	0.7310	0.5599	0.7310	0.8550
0.0614	3.2704	1524	0.7266	0.5599	0.7266	0.8524
0.0614	3.2747	1526	0.7328	0.6329	0.7328	0.8561
0.0614	3.2790	1528	0.7774	0.6307	0.7774	0.8817
0.0614	3.2833	1530	0.8078	0.6217	0.8078	0.8988
0.0614	3.2876	1532	0.7949	0.6217	0.7949	0.8915
0.0614	3.2918	1534	0.7534	0.6455	0.7534	0.8680
0.0614	3.2961	1536	0.7114	0.6497	0.7114	0.8435
0.0614	3.3004	1538	0.7094	0.6577	0.7094	0.8423
0.0614	3.3047	1540	0.7421	0.6329	0.7421	0.8614
0.0614	3.3090	1542	0.8092	0.5994	0.8092	0.8995
0.0614	3.3133	1544	0.8773	0.5029	0.8773	0.9366
0.0614	3.3176	1546	0.9433	0.4438	0.9433	0.9712
0.0614	3.3219	1548	0.9719	0.4440	0.9719	0.9859
0.0614	3.3262	1550	0.9976	0.4553	0.9976	0.9988
0.0614	3.3305	1552	0.9857	0.4553	0.9857	0.9928
0.0614	3.3348	1554	0.9302	0.4714	0.9302	0.9645
0.0614	3.3391	1556	0.8536	0.4731	0.8536	0.9239
0.0614	3.3433	1558	0.7936	0.6307	0.7936	0.8908
0.0614	3.3476	1560	0.7350	0.6307	0.7350	0.8573
0.0614	3.3519	1562	0.6965	0.6622	0.6965	0.8345
0.0614	3.3562	1564	0.6797	0.6910	0.6797	0.8244
0.0614	3.3605	1566	0.6833	0.6766	0.6833	0.8266
0.0614	3.3648	1568	0.7149	0.6455	0.7149	0.8455
0.0614	3.3691	1570	0.7747	0.5994	0.7747	0.8802
0.0614	3.3734	1572	0.8230	0.5580	0.8230	0.9072
0.0614	3.3777	1574	0.8305	0.5580	0.8305	0.9113
0.0614	3.3820	1576	0.8391	0.5164	0.8391	0.9160
0.0614	3.3863	1578	0.8224	0.5164	0.8224	0.9069
0.0614	3.3906	1580	0.8293	0.5164	0.8293	0.9107
0.0614	3.3948	1582	0.8584	0.4746	0.8584	0.9265
0.0614	3.3991	1584	0.8845	0.4746	0.8845	0.9405
0.0614	3.4034	1586	0.8922	0.4746	0.8922	0.9446
0.0614	3.4077	1588	0.8484	0.5164	0.8484	0.9211
0.0614	3.4120	1590	0.7959	0.5459	0.7959	0.8922
0.0614	3.4163	1592	0.7846	0.5884	0.7846	0.8858
0.0614	3.4206	1594	0.8098	0.5459	0.8098	0.8999
0.0614	3.4249	1596	0.8825	0.4714	0.8825	0.9394
0.0614	3.4292	1598	0.9674	0.5310	0.9674	0.9835
0.0614	3.4335	1600	1.0994	0.4643	1.0994	1.0485
0.0614	3.4378	1602	1.1764	0.3864	1.1764	1.0846
0.0614	3.4421	1604	1.2062	0.3874	1.2062	1.0983
0.0614	3.4464	1606	1.1845	0.3864	1.1845	1.0884
0.0614	3.4506	1608	1.1498	0.3841	1.1498	1.0723
0.0614	3.4549	1610	1.1623	0.3841	1.1623	1.0781
0.0614	3.4592	1612	1.1468	0.3841	1.1468	1.0709
0.0614	3.4635	1614	1.1142	0.3983	1.1142	1.0555
0.0614	3.4678	1616	1.0829	0.4405	1.0829	1.0406
0.0614	3.4721	1618	1.0420	0.4406	1.0420	1.0208
0.0614	3.4764	1620	1.0203	0.4915	1.0203	1.0101
0.0614	3.4807	1622	1.0084	0.4668	1.0084	1.0042
0.0614	3.4850	1624	1.0173	0.4668	1.0173	1.0086
0.0614	3.4893	1626	0.9958	0.4136	0.9958	0.9979
0.0614	3.4936	1628	0.9956	0.4130	0.9956	0.9978
0.0614	3.4979	1630	1.0185	0.4408	1.0185	1.0092
0.0614	3.5021	1632	1.0296	0.4408	1.0296	1.0147
0.0614	3.5064	1634	1.0345	0.4136	1.0345	1.0171
0.0614	3.5107	1636	1.0205	0.4130	1.0205	1.0102
0.0614	3.5150	1638	0.9847	0.4130	0.9847	0.9923
0.0614	3.5193	1640	0.9444	0.4567	0.9444	0.9718
0.0614	3.5236	1642	0.8923	0.4731	0.8923	0.9446
0.0614	3.5279	1644	0.8340	0.5884	0.8340	0.9132
0.0614	3.5322	1646	0.7964	0.6307	0.7964	0.8924
0.0614	3.5365	1648	0.8103	0.5994	0.8103	0.9002
0.0614	3.5408	1650	0.8208	0.5994	0.8208	0.9060
0.0614	3.5451	1652	0.8073	0.5994	0.8073	0.8985
0.0614	3.5494	1654	0.7869	0.5994	0.7869	0.8871
0.0614	3.5536	1656	0.7827	0.5994	0.7827	0.8847
0.0614	3.5579	1658	0.7708	0.6329	0.7708	0.8780
0.0614	3.5622	1660	0.7742	0.6307	0.7742	0.8799
0.0614	3.5665	1662	0.7890	0.5994	0.7890	0.8883
0.0614	3.5708	1664	0.8100	0.5994	0.8100	0.9000
0.0614	3.5751	1666	0.8482	0.5580	0.8482	0.9210
0.0614	3.5794	1668	0.8583	0.5580	0.8583	0.9264
0.0614	3.5837	1670	0.8783	0.5580	0.8783	0.9372
0.0614	3.5880	1672	0.8984	0.5580	0.8984	0.9478
0.0614	3.5923	1674	0.8880	0.5994	0.8880	0.9423
0.0614	3.5966	1676	0.8864	0.5994	0.8864	0.9415
0.0614	3.6009	1678	0.8681	0.5994	0.8681	0.9317
0.0614	3.6052	1680	0.8678	0.5994	0.8678	0.9315
0.0614	3.6094	1682	0.8280	0.5994	0.8280	0.9099
0.0614	3.6137	1684	0.8096	0.5994	0.8096	0.8998
0.0614	3.6180	1686	0.8132	0.5994	0.8132	0.9018
0.0614	3.6223	1688	0.8053	0.6307	0.8053	0.8974
0.0614	3.6266	1690	0.8048	0.6307	0.8048	0.8971
0.0614	3.6309	1692	0.8259	0.6307	0.8259	0.9088
0.0614	3.6352	1694	0.8341	0.6307	0.8341	0.9133
0.0614	3.6395	1696	0.8223	0.5543	0.8223	0.9068
0.0614	3.6438	1698	0.8046	0.5279	0.8046	0.8970
0.0614	3.6481	1700	0.7903	0.5772	0.7903	0.8890
0.0614	3.6524	1702	0.7809	0.6081	0.7809	0.8837
0.0614	3.6567	1704	0.7794	0.6062	0.7794	0.8828
0.0614	3.6609	1706	0.7865	0.5763	0.7865	0.8869
0.0614	3.6652	1708	0.8275	0.6075	0.8275	0.9097
0.0614	3.6695	1710	0.8765	0.5580	0.8765	0.9362
0.0614	3.6738	1712	0.8837	0.5580	0.8837	0.9401
0.0614	3.6781	1714	0.8600	0.5994	0.8600	0.9274
0.0614	3.6824	1716	0.8198	0.6307	0.8198	0.9054
0.0614	3.6867	1718	0.8114	0.6057	0.8114	0.9008
0.0614	3.6910	1720	0.7880	0.6184	0.7880	0.8877
0.0614	3.6953	1722	0.7641	0.5747	0.7641	0.8741
0.0614	3.6996	1724	0.7565	0.5921	0.7565	0.8698
0.0614	3.7039	1726	0.7624	0.5836	0.7624	0.8731
0.0614	3.7082	1728	0.7932	0.6307	0.7932	0.8906
0.0614	3.7124	1730	0.8295	0.5580	0.8295	0.9108
0.0614	3.7167	1732	0.8369	0.5814	0.8369	0.9148
0.0614	3.7210	1734	0.8423	0.5814	0.8423	0.9178
0.0614	3.7253	1736	0.8613	0.5814	0.8613	0.9281
0.0614	3.7296	1738	0.8554	0.5814	0.8554	0.9249
0.0614	3.7339	1740	0.8187	0.6217	0.8187	0.9048
0.0614	3.7382	1742	0.7726	0.6538	0.7726	0.8789
0.0614	3.7425	1744	0.7634	0.6538	0.7634	0.8738
0.0614	3.7468	1746	0.7659	0.6569	0.7659	0.8752
0.0614	3.7511	1748	0.7869	0.6307	0.7869	0.8871
0.0614	3.7554	1750	0.8053	0.5580	0.8053	0.8974
0.0614	3.7597	1752	0.8146	0.5580	0.8146	0.9025
0.0614	3.7639	1754	0.7989	0.5884	0.7989	0.8938
0.0614	3.7682	1756	0.8176	0.5814	0.8176	0.9042
0.0614	3.7725	1758	0.8241	0.5814	0.8241	0.9078
0.0614	3.7768	1760	0.8017	0.5957	0.8017	0.8954
0.0614	3.7811	1762	0.7932	0.6568	0.7932	0.8906
0.0614	3.7854	1764	0.7975	0.6176	0.7975	0.8930
0.0614	3.7897	1766	0.8029	0.6176	0.8029	0.8961
0.0614	3.7940	1768	0.7910	0.6478	0.7910	0.8894
0.0614	3.7983	1770	0.8027	0.6033	0.8027	0.8959
0.0614	3.8026	1772	0.8214	0.5610	0.8214	0.9063
0.0614	3.8069	1774	0.8472	0.5031	0.8472	0.9204
0.0614	3.8112	1776	0.8735	0.5526	0.8735	0.9346
0.0614	3.8155	1778	0.8949	0.5117	0.8949	0.9460
0.0614	3.8197	1780	0.9037	0.4842	0.9037	0.9507
0.0614	3.8240	1782	0.8961	0.4842	0.8961	0.9466
0.0614	3.8283	1784	0.8865	0.4842	0.8865	0.9415
0.0614	3.8326	1786	0.8827	0.5243	0.8827	0.9395
0.0614	3.8369	1788	0.8739	0.5	0.8739	0.9348
0.0614	3.8412	1790	0.8810	0.4746	0.8810	0.9386
0.0614	3.8455	1792	0.8781	0.4746	0.8781	0.9371
0.0614	3.8498	1794	0.8842	0.5031	0.8842	0.9403
0.0614	3.8541	1796	0.8868	0.4746	0.8868	0.9417
0.0614	3.8584	1798	0.8924	0.4746	0.8924	0.9446
0.0614	3.8627	1800	0.8683	0.5174	0.8683	0.9318
0.0614	3.8670	1802	0.8583	0.6197	0.8583	0.9265
0.0614	3.8712	1804	0.8361	0.5980	0.8361	0.9144
0.0614	3.8755	1806	0.8159	0.5980	0.8159	0.9033
0.0614	3.8798	1808	0.7978	0.6283	0.7978	0.8932
0.0614	3.8841	1810	0.7793	0.6426	0.7793	0.8828
0.0614	3.8884	1812	0.7628	0.6426	0.7628	0.8734
0.0614	3.8927	1814	0.7615	0.6426	0.7615	0.8727
0.0614	3.8970	1816	0.7590	0.6426	0.7590	0.8712
0.0614	3.9013	1818	0.7498	0.6569	0.7498	0.8659
0.0614	3.9056	1820	0.7491	0.6569	0.7491	0.8655
0.0614	3.9099	1822	0.7651	0.6426	0.7651	0.8747
0.0614	3.9142	1824	0.7577	0.6569	0.7577	0.8705
0.0614	3.9185	1826	0.7542	0.6569	0.7542	0.8684
0.0614	3.9227	1828	0.7464	0.6569	0.7464	0.8640
0.0614	3.9270	1830	0.7598	0.6569	0.7598	0.8717
0.0614	3.9313	1832	0.7737	0.6426	0.7737	0.8796
0.0614	3.9356	1834	0.7717	0.6426	0.7717	0.8785
0.0614	3.9399	1836	0.7598	0.6569	0.7598	0.8716
0.0614	3.9442	1838	0.7656	0.6569	0.7656	0.8750
0.0614	3.9485	1840	0.7948	0.5980	0.7948	0.8915
0.0614	3.9528	1842	0.7970	0.6283	0.7970	0.8928
0.0614	3.9571	1844	0.7984	0.5980	0.7984	0.8936
0.0614	3.9614	1846	0.8091	0.5980	0.8091	0.8995
0.0614	3.9657	1848	0.8194	0.5980	0.8194	0.9052
0.0614	3.9700	1850	0.8447	0.5980	0.8447	0.9191
0.0614	3.9742	1852	0.8717	0.5580	0.8717	0.9337
0.0614	3.9785	1854	0.8974	0.5146	0.8974	0.9473
0.0614	3.9828	1856	0.8880	0.4324	0.8880	0.9423
0.0614	3.9871	1858	0.8765	0.4324	0.8765	0.9362
0.0614	3.9914	1860	0.8669	0.4324	0.8669	0.9311
0.0614	3.9957	1862	0.8772	0.4324	0.8772	0.9366
0.0614	4.0	1864	0.9074	0.4324	0.9074	0.9526
0.0614	4.0043	1866	0.9831	0.5068	0.9831	0.9915
0.0614	4.0086	1868	1.0946	0.4665	1.0946	1.0462
0.0614	4.0129	1870	1.1427	0.4659	1.1427	1.0690
0.0614	4.0172	1872	1.1026	0.4559	1.1026	1.0501
0.0614	4.0215	1874	1.0193	0.4803	1.0193	1.0096
0.0614	4.0258	1876	0.9170	0.4324	0.9170	0.9576
0.0614	4.0300	1878	0.8461	0.5164	0.8461	0.9198
0.0614	4.0343	1880	0.8292	0.5884	0.8292	0.9106
0.0614	4.0386	1882	0.8384	0.5459	0.8384	0.9156
0.0614	4.0429	1884	0.8769	0.4324	0.8769	0.9365
0.0614	4.0472	1886	0.9405	0.4324	0.9405	0.9698
0.0614	4.0515	1888	0.9894	0.4585	0.9894	0.9947
0.0614	4.0558	1890	1.0319	0.4832	1.0319	1.0158
0.0614	4.0601	1892	1.0941	0.4434	1.0941	1.0460
0.0614	4.0644	1894	1.1253	0.4535	1.1253	1.0608
0.0614	4.0687	1896	1.1097	0.4434	1.1097	1.0534
0.0614	4.0730	1898	1.0976	0.4434	1.0976	1.0477
0.0614	4.0773	1900	1.0670	0.5068	1.0670	1.0329
0.0614	4.0815	1902	1.0110	0.4589	1.0110	1.0055
0.0614	4.0858	1904	0.9437	0.4324	0.9437	0.9714
0.0614	4.0901	1906	0.9216	0.4324	0.9216	0.9600
0.0614	4.0944	1908	0.9004	0.4324	0.9004	0.9489
0.0614	4.0987	1910	0.8694	0.5164	0.8694	0.9324
0.0614	4.1030	1912	0.8411	0.5994	0.8411	0.9171
0.0614	4.1073	1914	0.8302	0.5994	0.8302	0.9112
0.0614	4.1116	1916	0.8304	0.5980	0.8304	0.9113
0.0614	4.1159	1918	0.8518	0.5980	0.8518	0.9229
0.0614	4.1202	1920	0.8772	0.5980	0.8772	0.9366
0.0614	4.1245	1922	0.8905	0.5437	0.8905	0.9437
0.0614	4.1288	1924	0.8988	0.5413	0.8988	0.9481
0.0614	4.1330	1926	0.9156	0.5844	0.9156	0.9569
0.0614	4.1373	1928	0.9302	0.6047	0.9302	0.9645
0.0614	4.1416	1930	0.8879	0.5524	0.8879	0.9423
0.0614	4.1459	1932	0.8568	0.5323	0.8568	0.9256
0.0614	4.1502	1934	0.8100	0.5738	0.8100	0.9000
0.0614	4.1545	1936	0.8065	0.5738	0.8065	0.8981
0.0614	4.1588	1938	0.8255	0.5862	0.8255	0.9086
0.0614	4.1631	1940	0.8635	0.5437	0.8635	0.9293
0.0614	4.1674	1942	0.9168	0.4878	0.9168	0.9575
0.0614	4.1717	1944	0.9592	0.5535	0.9592	0.9794
0.0614	4.1760	1946	1.0176	0.4563	1.0176	1.0088
0.0614	4.1803	1948	1.0675	0.4563	1.0675	1.0332
0.0614	4.1845	1950	1.0450	0.4563	1.0450	1.0223
0.0614	4.1888	1952	1.0020	0.4571	1.0020	1.0010
0.0614	4.1931	1954	0.9557	0.4832	0.9557	0.9776
0.0614	4.1974	1956	0.9009	0.5408	0.9009	0.9491
0.0614	4.2017	1958	0.8781	0.5408	0.8781	0.9371
0.0614	4.2060	1960	0.8882	0.5408	0.8882	0.9425
0.0614	4.2103	1962	0.9170	0.5613	0.9170	0.9576
0.0614	4.2146	1964	0.9717	0.5613	0.9717	0.9858
0.0614	4.2189	1966	1.0468	0.4332	1.0468	1.0232
0.0614	4.2232	1968	1.0701	0.4559	1.0701	1.0344
0.0614	4.2275	1970	1.0793	0.4559	1.0793	1.0389
0.0614	4.2318	1972	1.0668	0.4912	1.0668	1.0328
0.0614	4.2361	1974	1.0050	0.4830	1.0050	1.0025
0.0614	4.2403	1976	0.9886	0.5341	0.9886	0.9943
0.0614	4.2446	1978	0.9898	0.5613	0.9898	0.9949
0.0614	4.2489	1980	0.9875	0.4832	0.9875	0.9937
0.0614	4.2532	1982	1.0073	0.4832	1.0073	1.0036
0.0614	4.2575	1984	1.0340	0.4575	1.0340	1.0168
0.0614	4.2618	1986	1.0675	0.4684	1.0675	1.0332
0.0614	4.2661	1988	1.0643	0.4331	1.0643	1.0317
0.0614	4.2704	1990	1.0536	0.4812	1.0536	1.0264
0.0614	4.2747	1992	1.0315	0.4575	1.0315	1.0156
0.0614	4.2790	1994	0.9854	0.5223	0.9854	0.9927
0.0614	4.2833	1996	0.9510	0.5	0.9510	0.9752
0.0614	4.2876	1998	0.9013	0.5164	0.9013	0.9494
0.0534	4.2918	2000	0.8636	0.5164	0.8636	0.9293
0.0534	4.2961	2002	0.8491	0.5459	0.8491	0.9215
0.0534	4.3004	2004	0.8721	0.5164	0.8721	0.9338
0.0534	4.3047	2006	0.9532	0.4746	0.9532	0.9763
0.0534	4.3090	2008	1.0303	0.4699	1.0303	1.0150
0.0534	4.3133	2010	1.0718	0.4434	1.0718	1.0353
0.0534	4.3176	2012	1.1055	0.4024	1.1055	1.0514
0.0534	4.3219	2014	1.1079	0.3733	1.1079	1.0526
0.0534	4.3262	2016	1.0429	0.4655	1.0429	1.0212
0.0534	4.3305	2018	0.9538	0.4746	0.9538	0.9766
0.0534	4.3348	2020	0.8813	0.5164	0.8813	0.9388
0.0534	4.3391	2022	0.8476	0.5459	0.8476	0.9207
0.0534	4.3433	2024	0.8611	0.5580	0.8611	0.9280
0.0534	4.3476	2026	0.8930	0.5164	0.8930	0.9450
0.0534	4.3519	2028	0.8996	0.5164	0.8996	0.9485
0.0534	4.3562	2030	0.9172	0.5164	0.9172	0.9577
0.0534	4.3605	2032	0.9753	0.5	0.9753	0.9876
0.0534	4.3648	2034	1.0575	0.4197	1.0575	1.0283
0.0534	4.3691	2036	1.0897	0.4433	1.0897	1.0439
0.0534	4.3734	2038	1.0995	0.4559	1.0995	1.0486
0.0534	4.3777	2040	1.0593	0.4094	1.0593	1.0292
0.0534	4.3820	2042	1.0380	0.4094	1.0380	1.0188
0.0534	4.3863	2044	0.9968	0.4589	0.9968	0.9984
0.0534	4.3906	2046	0.9538	0.4746	0.9538	0.9766
0.0534	4.3948	2048	0.9220	0.4746	0.9220	0.9602
0.0534	4.3991	2050	0.9262	0.4746	0.9262	0.9624
0.0534	4.4034	2052	0.9664	0.4324	0.9664	0.9831
0.0534	4.4077	2054	1.0043	0.4706	1.0043	1.0022
0.0534	4.4120	2056	1.0900	0.4649	1.0900	1.0440
0.0534	4.4163	2058	1.1745	0.4273	1.1745	1.0837
0.0534	4.4206	2060	1.1967	0.4000	1.1967	1.0940
0.0534	4.4249	2062	1.1648	0.4000	1.1648	1.0793
0.0534	4.4292	2064	1.0952	0.4649	1.0952	1.0465
0.0534	4.4335	2066	1.0566	0.4677	1.0566	1.0279
0.0534	4.4378	2068	1.0344	0.4931	1.0344	1.0171
0.0534	4.4421	2070	0.9911	0.4957	0.9911	0.9955
0.0534	4.4464	2072	0.9546	0.4842	0.9546	0.9770
0.0534	4.4506	2074	0.9603	0.5243	0.9603	0.9799
0.0534	4.4549	2076	0.9637	0.5243	0.9637	0.9817
0.0534	4.4592	2078	0.9857	0.4944	0.9857	0.9928
0.0534	4.4635	2080	1.0261	0.4433	1.0261	1.0129
0.0534	4.4678	2082	1.0564	0.4433	1.0564	1.0278
0.0534	4.4721	2084	1.1225	0.4433	1.1225	1.0595
0.0534	4.4764	2086	1.1312	0.4433	1.1312	1.0636
0.0534	4.4807	2088	1.0863	0.4434	1.0863	1.0423
0.0534	4.4850	2090	1.0268	0.4706	1.0268	1.0133
0.0534	4.4893	2092	0.9768	0.4443	0.9768	0.9883
0.0534	4.4936	2094	0.9583	0.4443	0.9583	0.9789
0.0534	4.4979	2096	0.9573	0.4443	0.9573	0.9784
0.0534	4.5021	2098	0.9361	0.5284	0.9361	0.9675
0.0534	4.5064	2100	0.9063	0.5284	0.9063	0.9520
0.0534	4.5107	2102	0.9051	0.5284	0.9051	0.9514
0.0534	4.5150	2104	0.9502	0.5526	0.9502	0.9748
0.0534	4.5193	2106	1.0121	0.5187	1.0121	1.0060
0.0534	4.5236	2108	1.1192	0.4433	1.1192	1.0579
0.0534	4.5279	2110	1.2282	0.4659	1.2282	1.1082
0.0534	4.5322	2112	1.3082	0.4653	1.3082	1.1438
0.0534	4.5365	2114	1.2990	0.4653	1.2990	1.1397
0.0534	4.5408	2116	1.2026	0.4659	1.2026	1.0966
0.0534	4.5451	2118	1.1113	0.4433	1.1113	1.0542
0.0534	4.5494	2120	1.0023	0.4585	1.0023	1.0011
0.0534	4.5536	2122	0.9530	0.4746	0.9530	0.9762
0.0534	4.5579	2124	0.9235	0.5164	0.9235	0.9610
0.0534	4.5622	2126	0.9074	0.5164	0.9074	0.9526
0.0534	4.5665	2128	0.8973	0.5164	0.8973	0.9473
0.0534	4.5708	2130	0.8960	0.5164	0.8960	0.9466
0.0534	4.5751	2132	0.9096	0.5164	0.9096	0.9537
0.0534	4.5794	2134	0.9424	0.5164	0.9424	0.9708
0.0534	4.5837	2136	0.9646	0.4746	0.9646	0.9821
0.0534	4.5880	2138	0.9546	0.5164	0.9546	0.9770
0.0534	4.5923	2140	0.9086	0.5164	0.9086	0.9532
0.0534	4.5966	2142	0.8631	0.5884	0.8631	0.9290
0.0534	4.6009	2144	0.8409	0.5884	0.8409	0.9170
0.0534	4.6052	2146	0.8206	0.5873	0.8206	0.9059
0.0534	4.6094	2148	0.8015	0.5542	0.8015	0.8952
0.0534	4.6137	2150	0.8048	0.6057	0.8048	0.8971
0.0534	4.6180	2152	0.8176	0.5873	0.8176	0.9042
0.0534	4.6223	2154	0.8291	0.5873	0.8291	0.9105
0.0534	4.6266	2156	0.8502	0.5873	0.8502	0.9221
0.0534	4.6309	2158	0.8693	0.5884	0.8693	0.9323
0.0534	4.6352	2160	0.8784	0.5459	0.8784	0.9372
0.0534	4.6395	2162	0.8923	0.5164	0.8923	0.9446
0.0534	4.6438	2164	0.8927	0.5164	0.8927	0.9448
0.0534	4.6481	2166	0.8941	0.5164	0.8941	0.9456
0.0534	4.6524	2168	0.9263	0.5164	0.9263	0.9625
0.0534	4.6567	2170	0.9454	0.5408	0.9454	0.9723
0.0534	4.6609	2172	0.9539	0.5408	0.9539	0.9767
0.0534	4.6652	2174	0.9421	0.5408	0.9421	0.9706
0.0534	4.6695	2176	0.9098	0.5164	0.9098	0.9538
0.0534	4.6738	2178	0.8682	0.5980	0.8682	0.9318
0.0534	4.6781	2180	0.8398	0.5980	0.8398	0.9164
0.0534	4.6824	2182	0.8435	0.5980	0.8435	0.9184
0.0534	4.6867	2184	0.8540	0.5980	0.8540	0.9241
0.0534	4.6910	2186	0.8592	0.5980	0.8592	0.9269
0.0534	4.6953	2188	0.8733	0.5814	0.8733	0.9345
0.0534	4.6996	2190	0.8793	0.6197	0.8793	0.9377
0.0534	4.7039	2192	0.8702	0.6178	0.8702	0.9328
0.0534	4.7082	2194	0.8514	0.6178	0.8514	0.9227
0.0534	4.7124	2196	0.8317	0.5966	0.8316	0.9119
0.0534	4.7167	2198	0.8280	0.5966	0.8280	0.9099
0.0534	4.7210	2200	0.8130	0.5966	0.8130	0.9017
0.0534	4.7253	2202	0.7938	0.6103	0.7938	0.8910
0.0534	4.7296	2204	0.7824	0.6538	0.7824	0.8845
0.0534	4.7339	2206	0.7749	0.6420	0.7749	0.8803
0.0534	4.7382	2208	0.7793	0.6420	0.7793	0.8828
0.0534	4.7425	2210	0.7990	0.6103	0.7990	0.8939
0.0534	4.7468	2212	0.8392	0.5966	0.8392	0.9161
0.0534	4.7511	2214	0.8878	0.5413	0.8878	0.9422
0.0534	4.7554	2216	0.9262	0.5385	0.9262	0.9624
0.0534	4.7597	2218	0.9422	0.5385	0.9422	0.9707
0.0534	4.7639	2220	0.9259	0.5408	0.9259	0.9623
0.0534	4.7682	2222	0.9033	0.5164	0.9033	0.9504
0.0534	4.7725	2224	0.9035	0.5164	0.9035	0.9506
0.0534	4.7768	2226	0.9008	0.5164	0.9008	0.9491
0.0534	4.7811	2228	0.8906	0.5164	0.8906	0.9437
0.0534	4.7854	2230	0.8890	0.5459	0.8890	0.9429
0.0534	4.7897	2232	0.9047	0.4600	0.9047	0.9512
0.0534	4.7940	2234	0.9279	0.4324	0.9279	0.9633
0.0534	4.7983	2236	0.9309	0.4324	0.9309	0.9648
0.0534	4.8026	2238	0.9433	0.4324	0.9433	0.9712
0.0534	4.8069	2240	0.9662	0.4324	0.9662	0.9830
0.0534	4.8112	2242	0.9691	0.4324	0.9691	0.9844
0.0534	4.8155	2244	0.9526	0.4324	0.9526	0.9760
0.0534	4.8197	2246	0.9190	0.4746	0.9190	0.9587
0.0534	4.8240	2248	0.8955	0.5174	0.8955	0.9463
0.0534	4.8283	2250	0.8692	0.5576	0.8692	0.9323
0.0534	4.8326	2252	0.8495	0.5966	0.8495	0.9217
0.0534	4.8369	2254	0.8472	0.5966	0.8472	0.9204
0.0534	4.8412	2256	0.8430	0.5576	0.8430	0.9182
0.0534	4.8455	2258	0.8328	0.5576	0.8328	0.9126
0.0534	4.8498	2260	0.8387	0.5576	0.8387	0.9158
0.0534	4.8541	2262	0.8474	0.5580	0.8474	0.9205
0.0534	4.8584	2264	0.8441	0.5580	0.8441	0.9187
0.0534	4.8627	2266	0.8325	0.5580	0.8325	0.9124
0.0534	4.8670	2268	0.8319	0.5580	0.8319	0.9121
0.0534	4.8712	2270	0.8321	0.5580	0.8321	0.9122
0.0534	4.8755	2272	0.8265	0.5580	0.8265	0.9091
0.0534	4.8798	2274	0.8280	0.5580	0.8280	0.9099
0.0534	4.8841	2276	0.8388	0.5580	0.8388	0.9159
0.0534	4.8884	2278	0.8595	0.5580	0.8595	0.9271
0.0534	4.8927	2280	0.8647	0.5580	0.8647	0.9299
0.0534	4.8970	2282	0.8720	0.5580	0.8720	0.9338
0.0534	4.9013	2284	0.9013	0.5164	0.9013	0.9494
0.0534	4.9056	2286	0.9177	0.5164	0.9177	0.9579
0.0534	4.9099	2288	0.8987	0.5164	0.8987	0.9480
0.0534	4.9142	2290	0.8884	0.5164	0.8884	0.9425
0.0534	4.9185	2292	0.8906	0.5580	0.8906	0.9437
0.0534	4.9227	2294	0.9015	0.5164	0.9015	0.9495
0.0534	4.9270	2296	0.8822	0.5578	0.8822	0.9392
0.0534	4.9313	2298	0.8700	0.5576	0.8700	0.9328
0.0534	4.9356	2300	0.8818	0.5578	0.8818	0.9390
0.0534	4.9399	2302	0.9237	0.5578	0.9237	0.9611
0.0534	4.9442	2304	0.9568	0.5042	0.9568	0.9782
0.0534	4.9485	2306	0.9585	0.5276	0.9585	0.9790
0.0534	4.9528	2308	0.9396	0.5437	0.9396	0.9693
0.0534	4.9571	2310	0.9055	0.5438	0.9055	0.9516
0.0534	4.9614	2312	0.8809	0.5966	0.8809	0.9386
0.0534	4.9657	2314	0.8845	0.5980	0.8845	0.9405
0.0534	4.9700	2316	0.8963	0.5980	0.8963	0.9467
0.0534	4.9742	2318	0.9459	0.4872	0.9459	0.9726
0.0534	4.9785	2320	1.0010	0.5095	1.0010	1.0005
0.0534	4.9828	2322	1.0404	0.4571	1.0404	1.0200
0.0534	4.9871	2324	1.0878	0.4567	1.0878	1.0430
0.0534	4.9914	2326	1.1213	0.4567	1.1213	1.0589
0.0534	4.9957	2328	1.1449	0.4433	1.1449	1.0700
0.0534	5.0	2330	1.1581	0.4433	1.1581	1.0761
0.0534	5.0043	2332	1.1287	0.4433	1.1287	1.0624
0.0534	5.0086	2334	1.0718	0.4330	1.0718	1.0353
0.0534	5.0129	2336	1.0240	0.4329	1.0240	1.0119
0.0534	5.0172	2338	0.9965	0.5095	0.9965	0.9982
0.0534	5.0215	2340	0.9910	0.5095	0.9910	0.9955
0.0534	5.0258	2342	1.0007	0.5095	1.0007	1.0004
0.0534	5.0300	2344	1.0050	0.5095	1.0050	1.0025
0.0534	5.0343	2346	1.0008	0.5095	1.0008	1.0004
0.0534	5.0386	2348	1.0117	0.5095	1.0117	1.0058
0.0534	5.0429	2350	1.0428	0.4329	1.0428	1.0212
0.0534	5.0472	2352	1.1081	0.4332	1.1081	1.0527
0.0534	5.0515	2354	1.1506	0.4433	1.1506	1.0727
0.0534	5.0558	2356	1.1213	0.4677	1.1213	1.0589
0.0534	5.0601	2358	1.0796	0.4677	1.0796	1.0390
0.0534	5.0644	2360	1.0329	0.4076	1.0329	1.0163
0.0534	5.0687	2362	0.9746	0.4324	0.9746	0.9872
0.0534	5.0730	2364	0.9366	0.5164	0.9366	0.9678
0.0534	5.0773	2366	0.9443	0.5164	0.9443	0.9718
0.0534	5.0815	2368	0.9755	0.4872	0.9755	0.9877
0.0534	5.0858	2370	1.0222	0.4935	1.0222	1.0110
0.0534	5.0901	2372	1.0575	0.4692	1.0575	1.0284
0.0534	5.0944	2374	1.0675	0.4692	1.0675	1.0332
0.0534	5.0987	2376	1.0494	0.4692	1.0494	1.0244
0.0534	5.1030	2378	1.0452	0.5300	1.0452	1.0223
0.0534	5.1073	2380	1.0445	0.5300	1.0445	1.0220
0.0534	5.1116	2382	1.0222	0.5300	1.0222	1.0111
0.0534	5.1159	2384	0.9714	0.5300	0.9714	0.9856
0.0534	5.1202	2386	0.9369	0.4872	0.9369	0.9679
0.0534	5.1245	2388	0.9185	0.4872	0.9185	0.9584
0.0534	5.1288	2390	0.8883	0.5408	0.8883	0.9425
0.0534	5.1330	2392	0.8711	0.5994	0.8711	0.9333
0.0534	5.1373	2394	0.8806	0.5164	0.8806	0.9384
0.0534	5.1416	2396	0.9178	0.4872	0.9178	0.9580
0.0534	5.1459	2398	0.9659	0.5300	0.9659	0.9828
0.0534	5.1502	2400	1.0357	0.5512	1.0357	1.0177
0.0534	5.1545	2402	1.0907	0.4912	1.0907	1.0444
0.0534	5.1588	2404	1.1026	0.4912	1.1026	1.0500
0.0534	5.1631	2406	1.0969	0.4912	1.0969	1.0473
0.0534	5.1674	2408	1.0802	0.4559	1.0802	1.0393
0.0534	5.1717	2410	1.0264	0.5154	1.0264	1.0131
0.0534	5.1760	2412	0.9637	0.5512	0.9637	0.9817
0.0534	5.1803	2414	0.9187	0.5864	0.9187	0.9585
0.0534	5.1845	2416	0.8931	0.5408	0.8931	0.9450
0.0534	5.1888	2418	0.8907	0.5408	0.8907	0.9437
0.0534	5.1931	2420	0.8995	0.5411	0.8995	0.9484
0.0534	5.1974	2422	0.9400	0.5687	0.9400	0.9696
0.0534	5.2017	2424	0.9600	0.5850	0.9600	0.9798
0.0534	5.2060	2426	0.9665	0.5850	0.9665	0.9831
0.0534	5.2103	2428	0.9683	0.5850	0.9683	0.9840
0.0534	5.2146	2430	0.9629	0.5879	0.9629	0.9813
0.0534	5.2189	2432	0.9518	0.5879	0.9518	0.9756
0.0534	5.2232	2434	0.9287	0.55	0.9287	0.9637
0.0534	5.2275	2436	0.8952	0.5576	0.8952	0.9461
0.0534	5.2318	2438	0.8494	0.5966	0.8494	0.9216
0.0534	5.2361	2440	0.8095	0.6103	0.8095	0.8997
0.0534	5.2403	2442	0.7972	0.64	0.7972	0.8929
0.0534	5.2446	2444	0.8033	0.64	0.8033	0.8963
0.0534	5.2489	2446	0.8204	0.5966	0.8204	0.9058
0.0534	5.2532	2448	0.8539	0.5576	0.8539	0.9241
0.0534	5.2575	2450	0.8917	0.5578	0.8917	0.9443
0.0534	5.2618	2452	0.9117	0.5276	0.9117	0.9548
0.0534	5.2661	2454	0.9202	0.5276	0.9202	0.9593
0.0534	5.2704	2456	0.9195	0.5042	0.9195	0.9589
0.0534	5.2747	2458	0.8997	0.5578	0.8997	0.9485
0.0534	5.2790	2460	0.8842	0.5578	0.8842	0.9403
0.0534	5.2833	2462	0.8868	0.5578	0.8868	0.9417
0.0534	5.2876	2464	0.8749	0.5578	0.8749	0.9353
0.0534	5.2918	2466	0.8768	0.5578	0.8768	0.9364
0.0534	5.2961	2468	0.8717	0.5578	0.8717	0.9336
0.0534	5.3004	2470	0.8937	0.5578	0.8937	0.9454

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