ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_k200_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_k200_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_k200_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 2, 2024
Updated: Dec 2, 2024
SHA: 80a77d5e

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run2_AugV5_k200_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: 0.9781
Qwk: 0.4957
Mse: 0.9781
Rmse: 0.9890

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	0.0025	2	4.9375	-0.0722	4.9375	2.2220
No log	0.0050	4	3.0218	0.0179	3.0218	1.7383
No log	0.0075	6	2.3960	0.0245	2.3960	1.5479
No log	0.0100	8	1.8746	0.1103	1.8746	1.3692
No log	0.0124	10	1.5411	0.0	1.5411	1.2414
No log	0.0149	12	1.6119	0.1117	1.6119	1.2696
No log	0.0174	14	1.5985	0.1117	1.5985	1.2643
No log	0.0199	16	1.4169	0.0502	1.4169	1.1903
No log	0.0224	18	1.2931	0.1632	1.2931	1.1372
No log	0.0249	20	1.2160	0.1833	1.2160	1.1027
No log	0.0274	22	1.2719	0.2555	1.2719	1.1278
No log	0.0299	24	1.4912	0.1227	1.4912	1.2211
No log	0.0323	26	1.5092	0.1227	1.5092	1.2285
No log	0.0348	28	1.4003	0.125	1.4003	1.1834
No log	0.0373	30	1.6008	0.0669	1.6008	1.2652
No log	0.0398	32	1.9950	0.0501	1.9950	1.4125
No log	0.0423	34	1.9210	0.0708	1.9210	1.3860
No log	0.0448	36	1.5079	0.0669	1.5079	1.2280
No log	0.0473	38	1.2651	0.1033	1.2651	1.1248
No log	0.0498	40	1.3421	0.2747	1.3421	1.1585
No log	0.0522	42	1.4118	0.2527	1.4118	1.1882
No log	0.0547	44	1.2092	0.2974	1.2092	1.0996
No log	0.0572	46	1.0754	0.3398	1.0754	1.0370
No log	0.0597	48	1.0586	0.3799	1.0586	1.0289
No log	0.0622	50	1.0697	0.3547	1.0697	1.0343
No log	0.0647	52	1.0939	0.1865	1.0939	1.0459
No log	0.0672	54	1.1299	0.3064	1.1299	1.0630
No log	0.0697	56	1.1600	0.3258	1.1600	1.0770
No log	0.0721	58	1.1013	0.3208	1.1013	1.0494
No log	0.0746	60	1.0695	0.2996	1.0695	1.0342
No log	0.0771	62	1.0622	0.2793	1.0622	1.0306
No log	0.0796	64	1.0656	0.2885	1.0656	1.0323
No log	0.0821	66	1.1140	0.1037	1.1140	1.0555
No log	0.0846	68	1.0411	0.2829	1.0411	1.0203
No log	0.0871	70	1.0030	0.2679	1.0030	1.0015
No log	0.0896	72	0.9519	0.3864	0.9519	0.9757
No log	0.0920	74	0.9263	0.4044	0.9263	0.9624
No log	0.0945	76	0.9483	0.4044	0.9483	0.9738
No log	0.0970	78	1.0662	0.3051	1.0662	1.0326
No log	0.0995	80	1.4090	0.0824	1.4090	1.1870
No log	0.1020	82	1.4703	0.0179	1.4703	1.2125
No log	0.1045	84	1.1991	0.1529	1.1991	1.0950
No log	0.1070	86	1.0236	0.3476	1.0236	1.0117
No log	0.1095	88	1.0522	0.3571	1.0522	1.0258
No log	0.1119	90	1.0113	0.3596	1.0113	1.0057
No log	0.1144	92	1.2168	0.125	1.2168	1.1031
No log	0.1169	94	1.6163	-0.0120	1.6163	1.2713
No log	0.1194	96	1.8267	-0.1870	1.8267	1.3515
No log	0.1219	98	1.7793	-0.0980	1.7793	1.3339
No log	0.1244	100	1.3453	0.0594	1.3453	1.1599
No log	0.1269	102	1.0035	0.2931	1.0035	1.0018
No log	0.1294	104	0.9407	0.4396	0.9407	0.9699
No log	0.1318	106	0.9810	0.2921	0.9810	0.9905
No log	0.1343	108	1.0142	0.2921	1.0142	1.0071
No log	0.1368	110	1.1945	0.2256	1.1945	1.0929
No log	0.1393	112	1.4069	0.2639	1.4069	1.1861
No log	0.1418	114	1.3908	0.3250	1.3908	1.1793
No log	0.1443	116	1.4831	0.3534	1.4831	1.2178
No log	0.1468	118	1.3009	0.2524	1.3009	1.1406
No log	0.1493	120	1.1465	0.3187	1.1465	1.0708
No log	0.1517	122	1.1000	0.3358	1.1000	1.0488
No log	0.1542	124	1.1316	0.2974	1.1316	1.0638
No log	0.1567	126	1.2275	0.2895	1.2275	1.1079
No log	0.1592	128	1.1840	0.3125	1.1840	1.0881
No log	0.1617	130	1.3009	0.2375	1.3009	1.1406
No log	0.1642	132	1.5661	0.3268	1.5661	1.2515
No log	0.1667	134	1.7153	0.2537	1.7153	1.3097
No log	0.1692	136	1.5859	0.3347	1.5859	1.2593
No log	0.1716	138	1.3489	0.3108	1.3489	1.1614
No log	0.1741	140	1.3136	0.3108	1.3136	1.1461
No log	0.1766	142	1.1570	0.2855	1.1570	1.0756
No log	0.1791	144	1.1207	0.4252	1.1207	1.0586
No log	0.1816	146	1.2893	0.3482	1.2893	1.1355
No log	0.1841	148	1.4136	0.3303	1.4136	1.1889
No log	0.1866	150	1.2118	0.3344	1.2118	1.1008
No log	0.1891	152	0.9908	0.3571	0.9908	0.9954
No log	0.1915	154	1.0616	0.3571	1.0616	1.0303
No log	0.1940	156	1.2681	0.2528	1.2680	1.1261
No log	0.1965	158	1.3300	0.0827	1.3300	1.1533
No log	0.1990	160	1.1778	0.1989	1.1778	1.0852
No log	0.2015	162	1.0131	0.3064	1.0131	1.0065
No log	0.2040	164	1.0145	0.3594	1.0145	1.0072
No log	0.2065	166	1.2574	0.2449	1.2574	1.1213
No log	0.2090	168	1.5704	0.3105	1.5704	1.2531
No log	0.2114	170	1.5962	0.3105	1.5962	1.2634
No log	0.2139	172	1.3215	0.1964	1.3215	1.1496
No log	0.2164	174	0.9718	0.4833	0.9718	0.9858
No log	0.2189	176	0.9244	0.3856	0.9244	0.9615
No log	0.2214	178	0.8888	0.4375	0.8888	0.9428
No log	0.2239	180	0.8793	0.5909	0.8793	0.9377
No log	0.2264	182	1.1955	0.2908	1.1955	1.0934
No log	0.2289	184	1.5708	0.3157	1.5708	1.2533
No log	0.2313	186	1.7572	0.2393	1.7572	1.3256
No log	0.2338	188	1.6950	0.2393	1.6950	1.3019
No log	0.2363	190	1.5769	0.2955	1.5769	1.2557
No log	0.2388	192	1.7347	0.2821	1.7347	1.3171
No log	0.2413	194	1.7489	0.2905	1.7489	1.3225
No log	0.2438	196	1.9031	0.2370	1.9031	1.3795
No log	0.2463	198	1.8448	0.2370	1.8448	1.3582
No log	0.2488	200	1.5294	0.2621	1.5294	1.2367
No log	0.2512	202	1.3882	0.1832	1.3882	1.1782
No log	0.2537	204	1.3361	0.1761	1.3361	1.1559
No log	0.2562	206	1.2047	0.1584	1.2047	1.0976
No log	0.2587	208	1.1890	0.2253	1.1890	1.0904
No log	0.2612	210	1.2674	0.1613	1.2674	1.1258
No log	0.2637	212	1.4805	0.2639	1.4805	1.2168
No log	0.2662	214	1.7500	0.2092	1.7500	1.3229
No log	0.2687	216	1.7947	0.2264	1.7947	1.3397
No log	0.2711	218	1.5789	0.1933	1.5789	1.2566
No log	0.2736	220	1.3407	0.1947	1.3407	1.1579
No log	0.2761	222	1.1689	0.1914	1.1689	1.0811
No log	0.2786	224	1.1432	0.3023	1.1432	1.0692
No log	0.2811	226	1.1622	0.1914	1.1622	1.0781
No log	0.2836	228	1.2759	0.1640	1.2759	1.1295
No log	0.2861	230	1.5610	0.2136	1.5610	1.2494
No log	0.2886	232	1.7523	0.2889	1.7523	1.3237
No log	0.2910	234	1.7420	0.2955	1.7420	1.3199
No log	0.2935	236	1.5088	0.1524	1.5088	1.2283
No log	0.2960	238	1.2315	0.1429	1.2315	1.1097
No log	0.2985	240	1.1454	0.1420	1.1454	1.0702
No log	0.3010	242	1.1405	0.2670	1.1405	1.0679
No log	0.3035	244	1.2898	0.1519	1.2898	1.1357
No log	0.3060	246	1.6295	0.25	1.6295	1.2765
No log	0.3085	248	1.8494	0.2220	1.8494	1.3599
No log	0.3109	250	1.8144	0.2220	1.8144	1.3470
No log	0.3134	252	1.6056	0.2559	1.6056	1.2671
No log	0.3159	254	1.4079	0.2760	1.4079	1.1865
No log	0.3184	256	1.3654	0.2076	1.3654	1.1685
No log	0.3209	258	1.3197	0.2579	1.3197	1.1488
No log	0.3234	260	1.4047	0.2136	1.4047	1.1852
No log	0.3259	262	1.6707	0.2621	1.6707	1.2925
No log	0.3284	264	1.7950	0.1917	1.7950	1.3398
No log	0.3308	266	1.7981	0.1917	1.7981	1.3409
No log	0.3333	268	1.7272	0.1902	1.7272	1.3142
No log	0.3358	270	1.7174	0.1952	1.7174	1.3105
No log	0.3383	272	1.7414	0.2000	1.7414	1.3196
No log	0.3408	274	1.5915	0.2941	1.5915	1.2615
No log	0.3433	276	1.4626	0.2610	1.4626	1.2094
No log	0.3458	278	1.4153	0.2191	1.4153	1.1897
No log	0.3483	280	1.4241	0.2721	1.4241	1.1933
No log	0.3507	282	1.6084	0.2925	1.6084	1.2682
No log	0.3532	284	2.0109	0.2370	2.0109	1.4181
No log	0.3557	286	2.2883	0.1725	2.2883	1.5127
No log	0.3582	288	2.1890	0.2059	2.1890	1.4795
No log	0.3607	290	1.7388	0.3036	1.7388	1.3186
No log	0.3632	292	1.4482	0.2795	1.4482	1.2034
No log	0.3657	294	1.2855	0.2841	1.2855	1.1338
No log	0.3682	296	1.1635	0.1865	1.1635	1.0786
No log	0.3706	298	1.1428	0.1865	1.1428	1.0690
No log	0.3731	300	1.2065	0.1359	1.2065	1.0984
No log	0.3756	302	1.3440	0.2880	1.3440	1.1593
No log	0.3781	304	1.5487	0.3105	1.5487	1.2445
No log	0.3806	306	1.5624	0.3105	1.5624	1.2499
No log	0.3831	308	1.5548	0.3105	1.5548	1.2469
No log	0.3856	310	1.5794	0.3105	1.5794	1.2567
No log	0.3881	312	1.6535	0.2727	1.6535	1.2859
No log	0.3905	314	1.7766	0.3061	1.7766	1.3329
No log	0.3930	316	1.7947	0.3061	1.7947	1.3397
No log	0.3955	318	1.7587	0.3228	1.7587	1.3262
No log	0.3980	320	1.5695	0.3347	1.5695	1.2528
No log	0.4005	322	1.3734	0.3400	1.3734	1.1719
No log	0.4030	324	1.3839	0.3400	1.3839	1.1764
No log	0.4055	326	1.4919	0.3301	1.4919	1.2214
No log	0.4080	328	1.5324	0.3324	1.5324	1.2379
No log	0.4104	330	1.6747	0.2727	1.6747	1.2941
No log	0.4129	332	1.7141	0.2537	1.7141	1.3092
No log	0.4154	334	1.5765	0.3077	1.5765	1.2556
No log	0.4179	336	1.5497	0.3250	1.5497	1.2449
No log	0.4204	338	1.5620	0.2952	1.5620	1.2498
No log	0.4229	340	1.5477	0.2639	1.5477	1.2441
No log	0.4254	342	1.4875	0.2310	1.4875	1.2196
No log	0.4279	344	1.4546	0.2310	1.4546	1.2061
No log	0.4303	346	1.4160	0.2310	1.4160	1.1900
No log	0.4328	348	1.3837	0.2310	1.3837	1.1763
No log	0.4353	350	1.3654	0.2310	1.3654	1.1685
No log	0.4378	352	1.3887	0.2310	1.3887	1.1784
No log	0.4403	354	1.4757	0.3301	1.4757	1.2148
No log	0.4428	356	1.3774	0.2310	1.3774	1.1736
No log	0.4453	358	1.2197	0.1865	1.2197	1.1044
No log	0.4478	360	1.1940	0.2414	1.1940	1.0927
No log	0.4502	362	1.2430	0.1685	1.2430	1.1149
No log	0.4527	364	1.4733	0.3077	1.4733	1.2138
No log	0.4552	366	1.8392	0.2135	1.8392	1.3562
No log	0.4577	368	1.9275	0.2135	1.9275	1.3884
No log	0.4602	370	1.6430	0.2760	1.6430	1.2818
No log	0.4627	372	1.4575	0.3077	1.4575	1.2073
No log	0.4652	374	1.3473	0.3077	1.3473	1.1607
No log	0.4677	376	1.2860	0.3553	1.2860	1.1340
No log	0.4701	378	1.3727	0.3105	1.3727	1.1716
No log	0.4726	380	1.4088	0.3105	1.4088	1.1869
No log	0.4751	382	1.5155	0.2895	1.5155	1.2311
No log	0.4776	384	1.5909	0.2955	1.5909	1.2613
No log	0.4801	386	1.5682	0.2955	1.5682	1.2523
No log	0.4826	388	1.6264	0.2760	1.6264	1.2753
No log	0.4851	390	1.6531	0.2791	1.6531	1.2857
No log	0.4876	392	1.7123	0.2791	1.7123	1.3086
No log	0.4900	394	1.5793	0.3182	1.5793	1.2567
No log	0.4925	396	1.3011	0.3194	1.3011	1.1406
No log	0.4950	398	1.1613	0.2337	1.1613	1.0776
No log	0.4975	400	1.2172	0.28	1.2172	1.1032
No log	0.5	402	1.2531	0.2595	1.2531	1.1194
No log	0.5025	404	1.4345	0.3589	1.4345	1.1977
No log	0.5050	406	1.6394	0.3182	1.6394	1.2804
No log	0.5075	408	1.6830	0.2430	1.6830	1.2973
No log	0.5100	410	1.4867	0.3182	1.4867	1.2193
No log	0.5124	412	1.3344	0.3589	1.3344	1.1552
No log	0.5149	414	1.2940	0.3589	1.2940	1.1375
No log	0.5174	416	1.2204	0.4595	1.2204	1.1047
No log	0.5199	418	1.1982	0.4631	1.1982	1.0946
No log	0.5224	420	1.3102	0.3589	1.3102	1.1446
No log	0.5249	422	1.5104	0.3205	1.5104	1.2290
No log	0.5274	424	1.4428	0.3621	1.4428	1.2012
No log	0.5299	426	1.2792	0.3727	1.2792	1.1310
No log	0.5323	428	1.1666	0.4375	1.1666	1.0801
No log	0.5348	430	1.0633	0.3798	1.0633	1.0312
No log	0.5373	432	1.0449	0.3798	1.0449	1.0222
No log	0.5398	434	1.0804	0.3798	1.0804	1.0394
No log	0.5423	436	1.1876	0.2925	1.1876	1.0898
No log	0.5448	438	1.4280	0.3740	1.4280	1.1950
No log	0.5473	440	1.6789	0.3010	1.6789	1.2957
No log	0.5498	442	1.8277	0.3022	1.8277	1.3519
No log	0.5522	444	1.7137	0.3136	1.7137	1.3091
No log	0.5547	446	1.4773	0.3539	1.4773	1.2155
No log	0.5572	448	1.3315	0.4145	1.3315	1.1539
No log	0.5597	450	1.3264	0.3539	1.3264	1.1517
No log	0.5622	452	1.3959	0.3522	1.3959	1.1815
No log	0.5647	454	1.3123	0.3044	1.3123	1.1456
No log	0.5672	456	1.2483	0.1445	1.2483	1.1173
No log	0.5697	458	1.1394	0.2721	1.1394	1.0674
No log	0.5721	460	1.0675	0.2721	1.0675	1.0332
No log	0.5746	462	1.0547	0.3438	1.0547	1.0270
No log	0.5771	464	1.1092	0.4040	1.1092	1.0532
No log	0.5796	466	1.2640	0.3682	1.2640	1.1243
No log	0.5821	468	1.3698	0.3466	1.3698	1.1704
No log	0.5846	470	1.4190	0.3268	1.4190	1.1912
No log	0.5871	472	1.2337	0.3718	1.2337	1.1107
No log	0.5896	474	1.1206	0.3798	1.1206	1.0586
No log	0.5920	476	1.1880	0.3955	1.1880	1.0899
No log	0.5945	478	1.3799	0.3003	1.3799	1.1747
No log	0.5970	480	1.5054	0.3157	1.5054	1.2269
No log	0.5995	482	1.4589	0.2895	1.4589	1.2079
No log	0.6020	484	1.3300	0.3402	1.3300	1.1533
No log	0.6045	486	1.2064	0.3272	1.2064	1.0983
No log	0.6070	488	1.3400	0.2973	1.3400	1.1576
No log	0.6095	490	1.5021	0.2955	1.5021	1.2256
No log	0.6119	492	1.6119	0.2821	1.6119	1.2696
No log	0.6144	494	1.4734	0.3182	1.4734	1.2138
No log	0.6169	496	1.3119	0.3276	1.3119	1.1454
No log	0.6194	498	1.2340	0.3402	1.2340	1.1109
0.4667	0.6219	500	1.1782	0.3328	1.1782	1.0855
0.4667	0.6244	502	1.2568	0.3424	1.2568	1.1211
0.4667	0.6269	504	1.3582	0.2973	1.3582	1.1654
0.4667	0.6294	506	1.2738	0.3193	1.2738	1.1286
0.4667	0.6318	508	1.0432	0.4094	1.0432	1.0214
0.4667	0.6343	510	1.0000	0.4836	1.0000	1.0000
0.4667	0.6368	512	1.0894	0.3652	1.0894	1.0438
0.4667	0.6393	514	1.3158	0.3959	1.3158	1.1471
0.4667	0.6418	516	1.5949	0.2983	1.5949	1.2629
0.4667	0.6443	518	1.8024	0.3061	1.8024	1.3425
0.4667	0.6468	520	1.6549	0.2955	1.6549	1.2864
0.4667	0.6493	522	1.3469	0.3166	1.3469	1.1606
0.4667	0.6517	524	1.2266	0.3077	1.2266	1.1075
0.4667	0.6542	526	1.2179	0.3077	1.2179	1.1036
0.4667	0.6567	528	1.2493	0.2917	1.2493	1.1177
0.4667	0.6592	530	1.1374	0.2375	1.1374	1.0665
0.4667	0.6617	532	1.0684	0.2528	1.0684	1.0336
0.4667	0.6642	534	1.0749	0.2528	1.0749	1.0368
0.4667	0.6667	536	1.1225	0.2321	1.1225	1.0595
0.4667	0.6692	538	1.2245	0.3515	1.2245	1.1066
0.4667	0.6716	540	1.3094	0.3534	1.3094	1.1443
0.4667	0.6741	542	1.4022	0.3819	1.4022	1.1841
0.4667	0.6766	544	1.5084	0.3368	1.5084	1.2282
0.4667	0.6791	546	1.5092	0.3368	1.5092	1.2285
0.4667	0.6816	548	1.3593	0.3324	1.3593	1.1659
0.4667	0.6841	550	1.2784	0.3697	1.2784	1.1307
0.4667	0.6866	552	1.2525	0.3697	1.2525	1.1191
0.4667	0.6891	554	1.3982	0.3095	1.3982	1.1824
0.4667	0.6915	556	1.4144	0.2895	1.4144	1.1893
0.4667	0.6940	558	1.4725	0.2703	1.4725	1.2134
0.4667	0.6965	560	1.4310	0.3025	1.4310	1.1963
0.4667	0.6990	562	1.2607	0.3657	1.2607	1.1228
0.4667	0.7015	564	1.1924	0.4655	1.1924	1.0920
0.4667	0.7040	566	1.1573	0.4661	1.1573	1.0758
0.4667	0.7065	568	1.1944	0.3816	1.1944	1.0929
0.4667	0.7090	570	1.1565	0.3666	1.1565	1.0754
0.4667	0.7114	572	1.1119	0.3666	1.1119	1.0545
0.4667	0.7139	574	1.0642	0.4649	1.0642	1.0316
0.4667	0.7164	576	1.0057	0.4618	1.0057	1.0029
0.4667	0.7189	578	0.9658	0.4000	0.9658	0.9828
0.4667	0.7214	580	0.9619	0.4137	0.9619	0.9808
0.4667	0.7239	582	1.0321	0.4571	1.0321	1.0159
0.4667	0.7264	584	1.1787	0.5088	1.1787	1.0857
0.4667	0.7289	586	1.2617	0.3537	1.2617	1.1233
0.4667	0.7313	588	1.2235	0.3929	1.2235	1.1061
0.4667	0.7338	590	1.0669	0.5072	1.0669	1.0329
0.4667	0.7363	592	1.0137	0.5088	1.0137	1.0068
0.4667	0.7388	594	1.0687	0.5072	1.0687	1.0338
0.4667	0.7413	596	1.1943	0.4125	1.1943	1.0928
0.4667	0.7438	598	1.2991	0.3522	1.2991	1.1398
0.4667	0.7463	600	1.3033	0.3389	1.3033	1.1416
0.4667	0.7488	602	1.2415	0.3753	1.2415	1.1142
0.4667	0.7512	604	1.1103	0.5	1.1103	1.0537
0.4667	0.7537	606	0.9742	0.5449	0.9742	0.9870
0.4667	0.7562	608	0.8542	0.5641	0.8542	0.9242
0.4667	0.7587	610	0.8235	0.5435	0.8235	0.9075
0.4667	0.7612	612	0.8402	0.5552	0.8402	0.9166
0.4667	0.7637	614	0.9111	0.5336	0.9111	0.9545
0.4667	0.7662	616	0.9980	0.5645	0.9980	0.9990
0.4667	0.7687	618	1.1263	0.4637	1.1263	1.0613
0.4667	0.7711	620	1.2237	0.4637	1.2237	1.1062
0.4667	0.7736	622	1.2315	0.4632	1.2315	1.1097
0.4667	0.7761	624	1.1850	0.4876	1.1850	1.0886
0.4667	0.7786	626	1.0223	0.5026	1.0223	1.0111
0.4667	0.7811	628	0.9516	0.5451	0.9516	0.9755
0.4667	0.7836	630	0.9256	0.4986	0.9256	0.9621
0.4667	0.7861	632	0.8905	0.4198	0.8905	0.9436
0.4667	0.7886	634	0.9373	0.4198	0.9373	0.9681
0.4667	0.7910	636	1.0509	0.4822	1.0509	1.0251
0.4667	0.7935	638	1.1762	0.4759	1.1762	1.0845
0.4667	0.7960	640	1.1859	0.4659	1.1859	1.0890
0.4667	0.7985	642	1.0980	0.4822	1.0980	1.0478
0.4667	0.8010	644	1.0271	0.4713	1.0271	1.0134
0.4667	0.8035	646	0.9821	0.4479	0.9821	0.9910
0.4667	0.8060	648	1.0194	0.3947	1.0194	1.0096
0.4667	0.8085	650	1.1592	0.4435	1.1592	1.0767
0.4667	0.8109	652	1.2322	0.4167	1.2322	1.1100
0.4667	0.8134	654	1.1920	0.4405	1.1920	1.0918
0.4667	0.8159	656	1.0624	0.4329	1.0624	1.0307
0.4667	0.8184	658	0.9915	0.4476	0.9915	0.9957
0.4667	0.8209	660	1.0224	0.4721	1.0224	1.0112
0.4667	0.8234	662	1.1243	0.4542	1.1243	1.0603
0.4667	0.8259	664	1.2555	0.4532	1.2555	1.1205
0.4667	0.8284	666	1.3087	0.4752	1.3087	1.1440
0.4667	0.8308	668	1.2151	0.4752	1.2151	1.1023
0.4667	0.8333	670	1.1379	0.4532	1.1379	1.0667
0.4667	0.8358	672	1.0225	0.4947	1.0225	1.0112
0.4667	0.8383	674	0.9843	0.5243	0.9843	0.9921
0.4667	0.8408	676	1.0099	0.5243	1.0099	1.0050
0.4667	0.8433	678	1.0928	0.4538	1.0928	1.0454
0.4667	0.8458	680	1.1147	0.4535	1.1147	1.0558
0.4667	0.8483	682	1.1823	0.4532	1.1823	1.0873
0.4667	0.8507	684	1.2252	0.4752	1.2252	1.1069
0.4667	0.8532	686	1.1850	0.4532	1.1850	1.0886
0.4667	0.8557	688	1.2130	0.4752	1.2130	1.1013
0.4667	0.8582	690	1.1870	0.4532	1.1870	1.0895
0.4667	0.8607	692	1.2228	0.4752	1.2228	1.1058
0.4667	0.8632	694	1.2782	0.4526	1.2782	1.1306
0.4667	0.8657	696	1.3792	0.4190	1.3792	1.1744
0.4667	0.8682	698	1.3420	0.4154	1.3420	1.1584
0.4667	0.8706	700	1.1958	0.4609	1.1958	1.0935
0.4667	0.8731	702	1.0885	0.4637	1.0885	1.0433
0.4667	0.8756	704	1.0335	0.4375	1.0335	1.0166
0.4667	0.8781	706	1.0734	0.4375	1.0734	1.0361
0.4667	0.8806	708	1.1858	0.4220	1.1858	1.0890
0.4667	0.8831	710	1.3739	0.3333	1.3739	1.1721
0.4667	0.8856	712	1.5399	0.3205	1.5399	1.2409
0.4667	0.8881	714	1.5478	0.3333	1.5478	1.2441
0.4667	0.8905	716	1.4552	0.3333	1.4552	1.2063
0.4667	0.8930	718	1.4384	0.3682	1.4384	1.1993
0.4667	0.8955	720	1.4767	0.3333	1.4767	1.2152
0.4667	0.8980	722	1.3839	0.4029	1.3839	1.1764
0.4667	0.9005	724	1.1980	0.4501	1.1980	1.0945
0.4667	0.9030	726	1.1240	0.4860	1.1240	1.0602
0.4667	0.9055	728	1.1732	0.4851	1.1732	1.0832
0.4667	0.9080	730	1.0997	0.4870	1.0997	1.0487
0.4667	0.9104	732	1.0416	0.5357	1.0416	1.0206
0.4667	0.9129	734	1.0670	0.4870	1.0670	1.0330
0.4667	0.9154	736	1.0827	0.4860	1.0827	1.0405
0.4667	0.9179	738	1.1687	0.4851	1.1687	1.0811
0.4667	0.9204	740	1.2138	0.4726	1.2138	1.1017
0.4667	0.9229	742	1.2536	0.4248	1.2536	1.1196
0.4667	0.9254	744	1.2053	0.4375	1.2053	1.0978
0.4667	0.9279	746	1.1419	0.5104	1.1419	1.0686
0.4667	0.9303	748	1.1896	0.4243	1.1896	1.0907
0.4667	0.9328	750	1.2039	0.472	1.2039	1.0972
0.4667	0.9353	752	1.3030	0.3894	1.3030	1.1415
0.4667	0.9378	754	1.4476	0.3333	1.4476	1.2032
0.4667	0.9403	756	1.4336	0.3333	1.4336	1.1973
0.4667	0.9428	758	1.2791	0.4154	1.2791	1.1310
0.4667	0.9453	760	1.1569	0.5225	1.1569	1.0756
0.4667	0.9478	762	1.1281	0.5225	1.1281	1.0621
0.4667	0.9502	764	1.2259	0.4150	1.2259	1.1072
0.4667	0.9527	766	1.4583	0.3682	1.4583	1.2076
0.4667	0.9552	768	1.7569	0.2640	1.7569	1.3255
0.4667	0.9577	770	1.8198	0.2259	1.8198	1.3490
0.4667	0.9602	772	1.6586	0.2821	1.6586	1.2879
0.4667	0.9627	774	1.3521	0.4248	1.3521	1.1628
0.4667	0.9652	776	1.0357	0.5357	1.0357	1.0177
0.4667	0.9677	778	0.8818	0.5673	0.8818	0.9390
0.4667	0.9701	780	0.8739	0.5673	0.8739	0.9348
0.4667	0.9726	782	0.9484	0.5855	0.9484	0.9739
0.4667	0.9751	784	1.0465	0.5357	1.0465	1.0230
0.4667	0.9776	786	1.1277	0.4506	1.1277	1.0619
0.4667	0.9801	788	1.2210	0.4015	1.2210	1.1050
0.4667	0.9826	790	1.3542	0.3797	1.3542	1.1637
0.4667	0.9851	792	1.4016	0.3797	1.4016	1.1839
0.4667	0.9876	794	1.3511	0.3797	1.3511	1.1624
0.4667	0.9900	796	1.2820	0.4526	1.2820	1.1323
0.4667	0.9925	798	1.1589	0.4752	1.1589	1.0765
0.4667	0.9950	800	1.1664	0.4752	1.1664	1.0800
0.4667	0.9975	802	1.1932	0.4752	1.1932	1.0923
0.4667	1.0	804	1.0953	0.5099	1.0953	1.0465
0.4667	1.0025	806	1.0522	0.5341	1.0522	1.0258
0.4667	1.0050	808	1.0956	0.5099	1.0956	1.0467
0.4667	1.0075	810	1.0920	0.5099	1.0920	1.0450
0.4667	1.0100	812	1.0585	0.5099	1.0585	1.0288
0.4667	1.0124	814	0.9866	0.5239	0.9866	0.9933
0.4667	1.0149	816	0.9938	0.5239	0.9938	0.9969
0.4667	1.0174	818	1.0781	0.4860	1.0781	1.0383
0.4667	1.0199	820	1.1659	0.4860	1.1659	1.0798
0.4667	1.0224	822	1.1400	0.4860	1.1400	1.0677
0.4667	1.0249	824	1.1001	0.5104	1.1001	1.0489
0.4667	1.0274	826	1.1528	0.4860	1.1528	1.0737
0.4667	1.0299	828	1.1588	0.4860	1.1588	1.0765
0.4667	1.0323	830	1.1432	0.4886	1.1432	1.0692
0.4667	1.0348	832	1.1309	0.5129	1.1309	1.0634
0.4667	1.0373	834	1.1212	0.5129	1.1212	1.0588
0.4667	1.0398	836	1.2216	0.4273	1.2216	1.1053
0.4667	1.0423	838	1.3363	0.4150	1.3363	1.1560
0.4667	1.0448	840	1.3898	0.3539	1.3898	1.1789
0.4667	1.0473	842	1.3389	0.4015	1.3389	1.1571
0.4667	1.0498	844	1.2432	0.4273	1.2432	1.1150
0.4667	1.0522	846	1.0964	0.4915	1.0964	1.0471
0.4667	1.0547	848	1.0179	0.4957	1.0179	1.0089
0.4667	1.0572	850	0.9942	0.5197	0.9942	0.9971
0.4667	1.0597	852	1.0339	0.5197	1.0339	1.0168
0.4667	1.0622	854	1.0807	0.5099	1.0807	1.0396
0.4667	1.0647	856	1.0849	0.5099	1.0849	1.0416
0.4667	1.0672	858	1.0987	0.5099	1.0987	1.0482
0.4667	1.0697	860	1.1751	0.4752	1.1751	1.0840
0.4667	1.0721	862	1.1919	0.4752	1.1919	1.0917
0.4667	1.0746	864	1.0917	0.5	1.0917	1.0449
0.4667	1.0771	866	0.9560	0.5381	0.9560	0.9778
0.4667	1.0796	868	0.8921	0.5385	0.8921	0.9445
0.4667	1.0821	870	0.9134	0.5385	0.9134	0.9557
0.4667	1.0846	872	1.0257	0.5808	1.0257	1.0128
0.4667	1.0871	874	1.1175	0.4860	1.1175	1.0571
0.4667	1.0896	876	1.1133	0.4860	1.1133	1.0551
0.4667	1.0920	878	1.0596	0.5537	1.0596	1.0294
0.4667	1.0945	880	0.9759	0.5616	0.9759	0.9879
0.4667	1.0970	882	0.9321	0.5616	0.9321	0.9655
0.4667	1.0995	884	0.8878	0.5381	0.8878	0.9422
0.4667	1.1020	886	0.8276	0.5385	0.8276	0.9097
0.4667	1.1045	888	0.8156	0.5385	0.8156	0.9031
0.4667	1.1070	890	0.8554	0.5381	0.8554	0.9249
0.4667	1.1095	892	0.9504	0.5588	0.9504	0.9749
0.4667	1.1119	894	1.0538	0.5239	1.0538	1.0265
0.4667	1.1144	896	1.1803	0.4648	1.1803	1.0864
0.4667	1.1169	898	1.1493	0.4648	1.1493	1.0721
0.4667	1.1194	900	1.0130	0.5038	1.0130	1.0065
0.4667	1.1219	902	0.8865	0.5270	0.8865	0.9415
0.4667	1.1244	904	0.8171	0.5921	0.8171	0.9039
0.4667	1.1269	906	0.8065	0.5445	0.8065	0.8981
0.4667	1.1294	908	0.8179	0.5419	0.8179	0.9044
0.4667	1.1318	910	0.8755	0.5276	0.8755	0.9357
0.4667	1.1343	912	1.0358	0.5187	1.0358	1.0177
0.4667	1.1368	914	1.1683	0.4637	1.1683	1.0809
0.4667	1.1393	916	1.2872	0.4246	1.2872	1.1345
0.4667	1.1418	918	1.2601	0.4246	1.2601	1.1226
0.4667	1.1443	920	1.1416	0.4864	1.1416	1.0685
0.4667	1.1468	922	1.0462	0.5289	1.0462	1.0228
0.4667	1.1493	924	0.9800	0.5474	0.9800	0.9899
0.4667	1.1517	926	0.9755	0.5358	0.9755	0.9877
0.4667	1.1542	928	1.0559	0.5129	1.0559	1.0276
0.4667	1.1567	930	1.2301	0.4752	1.2301	1.1091
0.4667	1.1592	932	1.2947	0.4526	1.2947	1.1379
0.4667	1.1617	934	1.2254	0.4752	1.2254	1.1070
0.4667	1.1642	936	1.1197	0.4752	1.1197	1.0582
0.4667	1.1667	938	1.0090	0.5401	1.0090	1.0045
0.4667	1.1692	940	0.8983	0.5448	0.8983	0.9478
0.4667	1.1716	942	0.8184	0.4697	0.8184	0.9046
0.4667	1.1741	944	0.8134	0.4697	0.8134	0.9019
0.4667	1.1766	946	0.8673	0.5448	0.8673	0.9313
0.4667	1.1791	948	0.8868	0.5424	0.8868	0.9417
0.4667	1.1816	950	0.8648	0.5331	0.8648	0.9300
0.4667	1.1841	952	0.8197	0.5216	0.8197	0.9054
0.4667	1.1866	954	0.8110	0.5613	0.8110	0.9006
0.4667	1.1891	956	0.7689	0.5944	0.7689	0.8769
0.4667	1.1915	958	0.7224	0.5862	0.7224	0.8499
0.4667	1.1940	960	0.7197	0.6003	0.7197	0.8483
0.4667	1.1965	962	0.7420	0.5720	0.7420	0.8614
0.4667	1.1990	964	0.7798	0.5886	0.7798	0.8831
0.4667	1.2015	966	0.8571	0.5475	0.8571	0.9258
0.4667	1.2040	968	0.8554	0.5668	0.8554	0.9249
0.4667	1.2065	970	0.8608	0.5668	0.8608	0.9278
0.4667	1.2090	972	0.8012	0.5584	0.8012	0.8951
0.4667	1.2114	974	0.7458	0.6157	0.7458	0.8636
0.4667	1.2139	976	0.7643	0.5388	0.7643	0.8743
0.4667	1.2164	978	0.8407	0.5726	0.8407	0.9169
0.4667	1.2189	980	0.9038	0.5777	0.9038	0.9507
0.4667	1.2214	982	0.9341	0.5777	0.9341	0.9665
0.4667	1.2239	984	0.9417	0.5887	0.9417	0.9704
0.4667	1.2264	986	0.9118	0.5840	0.9118	0.9549
0.4667	1.2289	988	0.8637	0.5840	0.8637	0.9294
0.4667	1.2313	990	0.8448	0.5840	0.8448	0.9191
0.4667	1.2338	992	0.8156	0.5616	0.8156	0.9031
0.4667	1.2363	994	0.8362	0.5616	0.8362	0.9144
0.4667	1.2388	996	0.8195	0.5381	0.8195	0.9053
0.4667	1.2413	998	0.8045	0.5135	0.8045	0.8970
0.1062	1.2438	1000	0.7860	0.4661	0.7860	0.8866
0.1062	1.2463	1002	0.8004	0.4796	0.8004	0.8946
0.1062	1.2488	1004	0.8404	0.4969	0.8404	0.9167
0.1062	1.2512	1006	0.8839	0.5227	0.8839	0.9402
0.1062	1.2537	1008	0.9900	0.5678	0.9900	0.9950
0.1062	1.2562	1010	1.0789	0.4870	1.0789	1.0387
0.1062	1.2587	1012	1.0898	0.5099	1.0898	1.0440
0.1062	1.2612	1014	1.0118	0.5013	1.0118	1.0059
0.1062	1.2637	1016	0.8795	0.5588	0.8795	0.9378
0.1062	1.2662	1018	0.8522	0.5613	0.8522	0.9231
0.1062	1.2687	1020	0.8796	0.5095	0.8796	0.9379
0.1062	1.2711	1022	0.9848	0.5257	0.9848	0.9924
0.1062	1.2736	1024	1.0307	0.5361	1.0307	1.0152
0.1062	1.2761	1026	1.0376	0.5382	1.0376	1.0186
0.1062	1.2786	1028	1.0057	0.4928	1.0057	1.0029
0.1062	1.2811	1030	0.9768	0.5473	0.9768	0.9883
0.1062	1.2836	1032	0.8915	0.55	0.8915	0.9442
0.1062	1.2861	1034	0.8047	0.5833	0.8047	0.8971
0.1062	1.2886	1036	0.7879	0.5263	0.7879	0.8876
0.1062	1.2910	1038	0.8094	0.55	0.8094	0.8997
0.1062	1.2935	1040	0.8796	0.5473	0.8796	0.9379
0.1062	1.2960	1042	0.9085	0.5473	0.9085	0.9532
0.1062	1.2985	1044	0.9063	0.5473	0.9063	0.9520
0.1062	1.3010	1046	0.9115	0.5448	0.9115	0.9547
0.1062	1.3035	1048	0.9431	0.5448	0.9431	0.9711
0.1062	1.3060	1050	0.9113	0.5673	0.9113	0.9546
0.1062	1.3085	1052	0.8799	0.5702	0.8799	0.9380
0.1062	1.3109	1054	0.8446	0.5474	0.8446	0.9190
0.1062	1.3134	1056	0.8807	0.5474	0.8807	0.9385
0.1062	1.3159	1058	0.9869	0.5449	0.9869	0.9934
0.1062	1.3184	1060	1.1676	0.4141	1.1676	1.0806
0.1062	1.3209	1062	1.3567	0.4141	1.3567	1.1648
0.1062	1.3234	1064	1.4970	0.3145	1.4970	1.2235
0.1062	1.3259	1066	1.4565	0.3192	1.4565	1.2068
0.1062	1.3284	1068	1.3119	0.4136	1.3119	1.1454
0.1062	1.3308	1070	1.1268	0.4637	1.1268	1.0615
0.1062	1.3333	1072	0.9886	0.4969	0.9886	0.9943
0.1062	1.3358	1074	0.9381	0.4111	0.9381	0.9685
0.1062	1.3383	1076	0.9528	0.4941	0.9528	0.9761
0.1062	1.3408	1078	1.0536	0.4915	1.0536	1.0264
0.1062	1.3433	1080	1.2495	0.4404	1.2495	1.1178
0.1062	1.3458	1082	1.3238	0.4404	1.3238	1.1506
0.1062	1.3483	1084	1.3481	0.4404	1.3481	1.1611
0.1062	1.3507	1086	1.2853	0.4404	1.2853	1.1337
0.1062	1.3532	1088	1.1586	0.4167	1.1586	1.0764
0.1062	1.3557	1090	1.1236	0.4405	1.1236	1.0600
0.1062	1.3582	1092	1.1639	0.4404	1.1639	1.0788
0.1062	1.3607	1094	1.1198	0.4643	1.1198	1.0582
0.1062	1.3632	1096	1.1410	0.4643	1.1410	1.0682
0.1062	1.3657	1098	1.1188	0.4886	1.1188	1.0577
0.1062	1.3682	1100	1.0513	0.5039	1.0513	1.0253
0.1062	1.3706	1102	1.0646	0.5039	1.0646	1.0318
0.1062	1.3731	1104	1.0364	0.5039	1.0364	1.0180
0.1062	1.3756	1106	0.9532	0.5536	0.9532	0.9763
0.1062	1.3781	1108	0.9202	0.5358	0.9202	0.9593
0.1062	1.3806	1110	0.9056	0.5358	0.9056	0.9516
0.1062	1.3831	1112	0.9219	0.5358	0.9219	0.9601
0.1062	1.3856	1114	0.9042	0.5381	0.9042	0.9509
0.1062	1.3881	1116	0.8714	0.5381	0.8714	0.9335
0.1062	1.3905	1118	0.8933	0.5381	0.8933	0.9451
0.1062	1.3930	1120	0.9495	0.5358	0.9495	0.9744
0.1062	1.3955	1122	1.0322	0.5039	1.0322	1.0159
0.1062	1.3980	1124	1.1230	0.5129	1.1230	1.0597
0.1062	1.4005	1126	1.1062	0.5129	1.1062	1.0517
0.1062	1.4030	1128	1.1292	0.5129	1.1292	1.0627
0.1062	1.4055	1130	1.0536	0.5026	1.0536	1.0264
0.1062	1.4080	1132	0.9162	0.5106	0.9162	0.9572
0.1062	1.4104	1134	0.8145	0.6059	0.8145	0.9025
0.1062	1.4129	1136	0.7885	0.6059	0.7885	0.8880
0.1062	1.4154	1138	0.8174	0.5671	0.8174	0.9041
0.1062	1.4179	1140	0.8741	0.5381	0.8741	0.9349
0.1062	1.4204	1142	0.9394	0.4802	0.9394	0.9692
0.1062	1.4229	1144	0.9779	0.4792	0.9779	0.9889
0.1062	1.4254	1146	1.0017	0.4898	1.0017	1.0009
0.1062	1.4279	1148	0.9989	0.5043	0.9989	0.9995
0.1062	1.4303	1150	0.9195	0.5207	0.9195	0.9589
0.1062	1.4328	1152	0.8705	0.5358	0.8705	0.9330
0.1062	1.4353	1154	0.8157	0.5666	0.8157	0.9032
0.1062	1.4378	1156	0.8048	0.5666	0.8048	0.8971
0.1062	1.4403	1158	0.8249	0.5106	0.8249	0.9083
0.1062	1.4428	1160	0.8789	0.5106	0.8789	0.9375
0.1062	1.4453	1162	0.9663	0.5038	0.9663	0.9830
0.1062	1.4478	1164	0.9749	0.5051	0.9749	0.9874
0.1062	1.4502	1166	0.9797	0.5051	0.9797	0.9898
0.1062	1.4527	1168	0.9881	0.4830	0.9881	0.9940
0.1062	1.4552	1170	0.9544	0.4734	0.9544	0.9770
0.1062	1.4577	1172	0.8842	0.525	0.8842	0.9403
0.1062	1.4602	1174	0.8681	0.525	0.8681	0.9317
0.1062	1.4627	1176	0.8977	0.4972	0.8977	0.9475
0.1062	1.4652	1178	0.9927	0.4549	0.9927	0.9963
0.1062	1.4677	1180	1.0896	0.4784	1.0896	1.0438
0.1062	1.4701	1182	1.0481	0.4784	1.0481	1.0238
0.1062	1.4726	1184	1.0263	0.4661	1.0263	1.0131
0.1062	1.4751	1186	1.0328	0.4931	1.0328	1.0163
0.1062	1.4776	1188	1.0664	0.4542	1.0664	1.0326
0.1062	1.4801	1190	1.0664	0.4542	1.0664	1.0327
0.1062	1.4826	1192	1.0193	0.4959	1.0193	1.0096
0.1062	1.4851	1194	1.0439	0.4783	1.0439	1.0217
0.1062	1.4876	1196	1.1307	0.4631	1.1307	1.0633
0.1062	1.4900	1198	1.1522	0.4631	1.1522	1.0734
0.1062	1.4925	1200	1.1380	0.4631	1.1380	1.0668
0.1062	1.4950	1202	1.0540	0.4643	1.0540	1.0266
0.1062	1.4975	1204	1.0005	0.4792	1.0005	1.0003
0.1062	1.5	1206	1.0142	0.4792	1.0142	1.0071
0.1062	1.5025	1208	1.0868	0.4864	1.0868	1.0425
0.1062	1.5050	1210	1.1358	0.4375	1.1358	1.0658
0.1062	1.5075	1212	1.1952	0.4375	1.1952	1.0933
0.1062	1.5100	1214	1.1617	0.4375	1.1617	1.0778
0.1062	1.5124	1216	1.0747	0.5093	1.0747	1.0367
0.1062	1.5149	1218	1.0147	0.4783	1.0147	1.0073
0.1062	1.5174	1220	0.9899	0.4792	0.9899	0.9949
0.1062	1.5199	1222	0.9314	0.5362	0.9314	0.9651
0.1062	1.5224	1224	0.9483	0.4972	0.9483	0.9738
0.1062	1.5249	1226	0.9613	0.5385	0.9613	0.9805
0.1062	1.5274	1228	1.0107	0.5244	1.0107	1.0054
0.1062	1.5299	1230	1.1292	0.4609	1.1292	1.0626
0.1062	1.5323	1232	1.1721	0.4609	1.1721	1.0826
0.1062	1.5348	1234	1.0849	0.5109	1.0849	1.0416
0.1062	1.5373	1236	1.0115	0.5142	1.0115	1.0057
0.1062	1.5398	1238	0.9910	0.5142	0.9910	0.9955
0.1062	1.5423	1240	0.9370	0.4792	0.9370	0.9680
0.1062	1.5448	1242	0.9294	0.4792	0.9294	0.9640
0.1062	1.5473	1244	0.9639	0.5283	0.9639	0.9818
0.1062	1.5498	1246	1.0563	0.5244	1.0563	1.0277
0.1062	1.5522	1248	1.0916	0.5244	1.0916	1.0448
0.1062	1.5547	1250	1.0079	0.5244	1.0079	1.0039
0.1062	1.5572	1252	0.9853	0.5135	0.9853	0.9926
0.1062	1.5597	1254	1.0210	0.5135	1.0210	1.0104
0.1062	1.5622	1256	1.0748	0.4748	1.0748	1.0367
0.1062	1.5647	1258	1.1237	0.4506	1.1237	1.0601
0.1062	1.5672	1260	1.1268	0.4375	1.1268	1.0615
0.1062	1.5697	1262	1.0545	0.4748	1.0545	1.0269
0.1062	1.5721	1264	0.9738	0.5283	0.9738	0.9868
0.1062	1.5746	1266	0.9424	0.5216	0.9424	0.9708
0.1062	1.5771	1268	0.9811	0.5028	0.9811	0.9905
0.1062	1.5796	1270	1.0595	0.5263	1.0595	1.0293
0.1062	1.5821	1272	1.1316	0.4614	1.1316	1.0638
0.1062	1.5846	1274	1.1982	0.4015	1.1982	1.0946
0.1062	1.5871	1276	1.1788	0.4008	1.1788	1.0857
0.1062	1.5896	1278	1.1109	0.4620	1.1109	1.0540
0.1062	1.5920	1280	1.0351	0.5263	1.0351	1.0174
0.1062	1.5945	1282	0.9649	0.4792	0.9649	0.9823
0.1062	1.5970	1284	0.9584	0.4792	0.9584	0.9790
0.1062	1.5995	1286	1.0195	0.5043	1.0195	1.0097
0.1062	1.6020	1288	1.0553	0.5043	1.0553	1.0273
0.1062	1.6045	1290	1.1036	0.5109	1.1036	1.0505
0.1062	1.6070	1292	1.0906	0.4898	1.0906	1.0443
0.1062	1.6095	1294	1.0494	0.4792	1.0494	1.0244
0.1062	1.6119	1296	1.0909	0.4792	1.0909	1.0444
0.1062	1.6144	1298	1.1922	0.4375	1.1922	1.0919
0.1062	1.6169	1300	1.2283	0.4130	1.2283	1.1083
0.1062	1.6194	1302	1.2104	0.4130	1.2104	1.1002
0.1062	1.6219	1304	1.1576	0.4637	1.1576	1.0759
0.1062	1.6244	1306	1.1203	0.4792	1.1203	1.0584
0.1062	1.6269	1308	1.1745	0.4119	1.1745	1.0838
0.1062	1.6294	1310	1.2290	0.4375	1.2290	1.1086
0.1062	1.6318	1312	1.2598	0.4375	1.2598	1.1224
0.1062	1.6343	1314	1.1769	0.4748	1.1769	1.0849
0.1062	1.6368	1316	1.0353	0.4957	1.0353	1.0175
0.1062	1.6393	1318	0.9474	0.4972	0.9474	0.9733
0.1062	1.6418	1320	0.9522	0.4972	0.9522	0.9758
0.1062	1.6443	1322	0.9902	0.4972	0.9902	0.9951
0.1062	1.6468	1324	1.0131	0.4972	1.0131	1.0066
0.1062	1.6493	1326	1.0813	0.5072	1.0813	1.0399
0.1062	1.6517	1328	1.1406	0.4892	1.1406	1.0680
0.1062	1.6542	1330	1.1777	0.4234	1.1777	1.0852
0.1062	1.6567	1332	1.1082	0.4898	1.1082	1.0527
0.1062	1.6592	1334	1.0406	0.4643	1.0406	1.0201
0.1062	1.6617	1336	0.9769	0.5072	0.9769	0.9884
0.1062	1.6642	1338	0.9078	0.5100	0.9078	0.9528
0.1062	1.6667	1340	0.9105	0.5100	0.9105	0.9542
0.1062	1.6692	1342	0.9676	0.5072	0.9676	0.9837
0.1062	1.6716	1344	1.0342	0.4792	1.0342	1.0170
0.1062	1.6741	1346	1.0723	0.5028	1.0723	1.0355
0.1062	1.6766	1348	1.0742	0.5028	1.0742	1.0364
0.1062	1.6791	1350	1.0719	0.5028	1.0719	1.0353
0.1062	1.6816	1352	1.0329	0.4792	1.0329	1.0163
0.1062	1.6841	1354	0.9887	0.4802	0.9887	0.9943
0.1062	1.6866	1356	0.9745	0.4802	0.9745	0.9872
0.1062	1.6891	1358	0.9884	0.4802	0.9884	0.9942
0.1062	1.6915	1360	0.9631	0.5207	0.9631	0.9814
0.1062	1.6940	1362	1.0066	0.4783	1.0066	1.0033
0.1062	1.6965	1364	1.1679	0.4506	1.1679	1.0807
0.1062	1.6990	1366	1.2982	0.4375	1.2982	1.1394
0.1062	1.7015	1368	1.3063	0.4375	1.3063	1.1429
0.1062	1.7040	1370	1.2153	0.4375	1.2153	1.1024
0.1062	1.7065	1372	1.0794	0.5473	1.0794	1.0389
0.1062	1.7090	1374	0.9843	0.5227	0.9843	0.9921
0.1062	1.7114	1376	0.9224	0.5271	0.9224	0.9604
0.1062	1.7139	1378	0.9197	0.5271	0.9197	0.9590
0.1062	1.7164	1380	0.9704	0.4969	0.9704	0.9851
0.1062	1.7189	1382	1.0778	0.4649	1.0778	1.0382
0.1062	1.7214	1384	1.1962	0.3703	1.1962	1.0937
0.1062	1.7239	1386	1.2819	0.3992	1.2819	1.1322
0.1062	1.7264	1388	1.2772	0.376	1.2772	1.1301
0.1062	1.7289	1390	1.2402	0.376	1.2402	1.1137
0.1062	1.7313	1392	1.1846	0.3992	1.1846	1.0884
0.1062	1.7338	1394	1.1729	0.3992	1.1729	1.0830
0.1062	1.7363	1396	1.2108	0.3992	1.2108	1.1004
0.1062	1.7388	1398	1.2570	0.376	1.2570	1.1212
0.1062	1.7413	1400	1.2372	0.376	1.2372	1.1123
0.1062	1.7438	1402	1.1198	0.4490	1.1198	1.0582
0.1062	1.7463	1404	1.0624	0.5059	1.0624	1.0307
0.1062	1.7488	1406	1.0516	0.5059	1.0516	1.0255
0.1062	1.7512	1408	1.0861	0.4898	1.0861	1.0421
0.1062	1.7537	1410	1.1233	0.4490	1.1233	1.0599
0.1062	1.7562	1412	1.1533	0.3983	1.1533	1.0739
0.1062	1.7587	1414	1.1579	0.4375	1.1579	1.0760
0.1062	1.7612	1416	1.0581	0.4886	1.0581	1.0286
0.1062	1.7637	1418	0.9830	0.4911	0.9830	0.9915
0.1062	1.7662	1420	0.9605	0.4649	0.9605	0.9801
0.1062	1.7687	1422	0.9401	0.5227	0.9401	0.9696
0.1062	1.7711	1424	0.9863	0.5304	0.9863	0.9931
0.1062	1.7736	1426	1.0352	0.5538	1.0352	1.0175
0.1062	1.7761	1428	1.0380	0.5152	1.0380	1.0188
0.1062	1.7786	1430	1.0272	0.5152	1.0272	1.0135
0.1062	1.7811	1432	0.9605	0.5448	0.9605	0.9801
0.1062	1.7836	1434	0.8954	0.5358	0.8954	0.9462
0.1062	1.7861	1436	0.8285	0.5385	0.8285	0.9102
0.1062	1.7886	1438	0.8122	0.5666	0.8122	0.9012
0.1062	1.7910	1440	0.8342	0.5781	0.8342	0.9133
0.1062	1.7935	1442	0.9005	0.4850	0.9005	0.9490
0.1062	1.7960	1444	1.0024	0.5187	1.0024	1.0012
0.1062	1.7985	1446	1.1015	0.4881	1.1015	1.0495
0.1062	1.8010	1448	1.0720	0.4892	1.0720	1.0354
0.1062	1.8035	1450	0.9895	0.4691	0.9895	0.9948
0.1062	1.8060	1452	0.8893	0.5385	0.8893	0.9430
0.1062	1.8085	1454	0.8181	0.6261	0.8181	0.9045
0.1062	1.8109	1456	0.8125	0.6261	0.8125	0.9014
0.1062	1.8134	1458	0.8601	0.5781	0.8601	0.9274
0.1062	1.8159	1460	0.9869	0.5084	0.9869	0.9934
0.1062	1.8184	1462	1.1630	0.4620	1.1630	1.0784
0.1062	1.8209	1464	1.2489	0.4375	1.2489	1.1175
0.1062	1.8234	1466	1.2311	0.4375	1.2311	1.1095
0.1062	1.8259	1468	1.1662	0.4375	1.1662	1.0799
0.1062	1.8284	1470	1.0799	0.4107	1.0799	1.0392
0.1062	1.8308	1472	0.9905	0.4533	0.9905	0.9952
0.1062	1.8333	1474	0.9593	0.4533	0.9593	0.9794
0.1062	1.8358	1476	0.9693	0.4533	0.9693	0.9845
0.1062	1.8383	1478	1.0006	0.4802	1.0006	1.0003
0.1062	1.8408	1480	0.9759	0.4533	0.9759	0.9879
0.1062	1.8433	1482	0.9824	0.4834	0.9824	0.9911
0.1062	1.8458	1484	1.0054	0.5088	1.0054	1.0027
0.1062	1.8483	1486	1.0491	0.5088	1.0491	1.0243
0.1062	1.8507	1488	1.0946	0.4941	1.0946	1.0462
0.1062	1.8532	1490	1.1593	0.4643	1.1593	1.0767
0.1062	1.8557	1492	1.2967	0.4240	1.2967	1.1387
0.1062	1.8582	1494	1.3830	0.3654	1.3830	1.1760
0.1062	1.8607	1496	1.3541	0.3654	1.3541	1.1637
0.1062	1.8632	1498	1.2441	0.4240	1.2441	1.1154
0.07	1.8657	1500	1.0876	0.4886	1.0876	1.0429
0.07	1.8682	1502	0.9754	0.5088	0.9754	0.9876
0.07	1.8706	1504	0.9257	0.5100	0.9257	0.9621
0.07	1.8731	1506	0.9084	0.5100	0.9084	0.9531
0.07	1.8756	1508	0.9331	0.4802	0.9331	0.9660
0.07	1.8781	1510	1.0116	0.4898	1.0116	1.0058
0.07	1.8806	1512	1.0716	0.4898	1.0716	1.0352
0.07	1.8831	1514	1.1165	0.4614	1.1165	1.0566
0.07	1.8856	1516	1.1192	0.4620	1.1192	1.0579
0.07	1.8881	1518	1.0808	0.4898	1.0808	1.0396
0.07	1.8905	1520	1.0430	0.4643	1.0430	1.0213
0.07	1.8930	1522	0.9715	0.4802	0.9715	0.9856
0.07	1.8955	1524	0.9469	0.5235	0.9469	0.9731
0.07	1.8980	1526	0.9752	0.4823	0.9752	0.9875
0.07	1.9005	1528	1.0150	0.4792	1.0150	1.0075
0.07	1.9030	1530	1.0900	0.4113	1.0900	1.0440
0.07	1.9055	1532	1.1254	0.4113	1.1254	1.0609
0.07	1.9080	1534	1.0918	0.4437	1.0918	1.0449
0.07	1.9104	1536	1.0087	0.5084	1.0087	1.0043
0.07	1.9129	1538	0.9239	0.4764	0.9239	0.9612
0.07	1.9154	1540	0.9048	0.4393	0.9048	0.9512
0.07	1.9179	1542	0.9254	0.4764	0.9254	0.9620
0.07	1.9204	1544	0.9737	0.5475	0.9737	0.9867
0.07	1.9229	1546	1.0221	0.5084	1.0221	1.0110
0.07	1.9254	1548	1.0464	0.4944	1.0464	1.0230
0.07	1.9279	1550	1.0375	0.4668	1.0375	1.0186
0.07	1.9303	1552	1.0101	0.4813	1.0101	1.0050
0.07	1.9328	1554	1.0323	0.4643	1.0323	1.0160
0.07	1.9353	1556	1.0381	0.4643	1.0381	1.0189
0.07	1.9378	1558	1.0057	0.4649	1.0057	1.0029
0.07	1.9403	1560	0.9758	0.4823	0.9758	0.9878
0.07	1.9428	1562	0.9491	0.4823	0.9491	0.9742
0.07	1.9453	1564	0.9486	0.4823	0.9486	0.9739
0.07	1.9478	1566	0.9765	0.5084	0.9765	0.9882
0.07	1.9502	1568	1.0722	0.5056	1.0722	1.0355
0.07	1.9527	1570	1.1282	0.4812	1.1282	1.0622
0.07	1.9552	1572	1.1311	0.4812	1.1311	1.0635
0.07	1.9577	1574	1.1016	0.4812	1.1016	1.0496
0.07	1.9602	1576	1.0851	0.4812	1.0851	1.0417
0.07	1.9627	1578	1.0772	0.4575	1.0772	1.0379
0.07	1.9652	1580	1.0691	0.4467	1.0691	1.0340
0.07	1.9677	1582	1.0806	0.4467	1.0806	1.0395
0.07	1.9701	1584	1.1166	0.4575	1.1166	1.0567
0.07	1.9726	1586	1.1156	0.4575	1.1156	1.0562
0.07	1.9751	1588	1.1401	0.4194	1.1401	1.0677
0.07	1.9776	1590	1.1700	0.4194	1.1700	1.0817
0.07	1.9801	1592	1.2203	0.4205	1.2203	1.1047
0.07	1.9826	1594	1.2993	0.3993	1.2993	1.1399
0.07	1.9851	1596	1.3446	0.4334	1.3446	1.1595
0.07	1.9876	1598	1.3463	0.4334	1.3463	1.1603
0.07	1.9900	1600	1.3384	0.4334	1.3384	1.1569
0.07	1.9925	1602	1.3868	0.4334	1.3868	1.1776
0.07	1.9950	1604	1.4115	0.4183	1.4115	1.1881
0.07	1.9975	1606	1.3820	0.4183	1.3820	1.1756
0.07	2.0	1608	1.2883	0.3955	1.2883	1.1350
0.07	2.0025	1610	1.2271	0.4334	1.2271	1.1078
0.07	2.0050	1612	1.1930	0.4563	1.1930	1.0922
0.07	2.0075	1614	1.1661	0.4563	1.1661	1.0799
0.07	2.0100	1616	1.1360	0.3919	1.1360	1.0658
0.07	2.0124	1618	1.1059	0.4668	1.1059	1.0516
0.07	2.0149	1620	1.0872	0.4668	1.0872	1.0427
0.07	2.0174	1622	1.0874	0.4668	1.0874	1.0428
0.07	2.0199	1624	1.0433	0.5072	1.0433	1.0214
0.07	2.0224	1626	1.0107	0.4972	1.0107	1.0053
0.07	2.0249	1628	1.0083	0.4972	1.0083	1.0042
0.07	2.0274	1630	1.0635	0.5043	1.0635	1.0313
0.07	2.0299	1632	1.1832	0.4234	1.1832	1.0877
0.07	2.0323	1634	1.2856	0.4015	1.2856	1.1339
0.07	2.0348	1636	1.2972	0.4015	1.2972	1.1389
0.07	2.0373	1638	1.2101	0.4234	1.2101	1.1000
0.07	2.0398	1640	1.1222	0.4490	1.1222	1.0593
0.07	2.0423	1642	1.0175	0.4802	1.0175	1.0087
0.07	2.0448	1644	0.9409	0.4853	0.9409	0.9700
0.07	2.0473	1646	0.9044	0.5015	0.9044	0.9510
0.07	2.0498	1648	0.9076	0.5015	0.9076	0.9527
0.07	2.0522	1650	0.9410	0.4834	0.9410	0.9700
0.07	2.0547	1652	0.9968	0.4802	0.9968	0.9984
0.07	2.0572	1654	1.0498	0.4802	1.0498	1.0246
0.07	2.0597	1656	1.1014	0.4898	1.1014	1.0495
0.07	2.0622	1658	1.1195	0.4898	1.1195	1.0581
0.07	2.0647	1660	1.1108	0.4792	1.1108	1.0540
0.07	2.0672	1662	1.0784	0.4802	1.0784	1.0385
0.07	2.0697	1664	1.0233	0.4682	1.0233	1.0116
0.07	2.0721	1666	0.9920	0.4682	0.9920	0.9960
0.07	2.0746	1668	1.0063	0.4682	1.0063	1.0031
0.07	2.0771	1670	1.0613	0.4407	1.0613	1.0302
0.07	2.0796	1672	1.1245	0.4643	1.1245	1.0604
0.07	2.0821	1674	1.1347	0.4404	1.1347	1.0652
0.07	2.0846	1676	1.1159	0.4659	1.1159	1.0564
0.07	2.0871	1678	1.0791	0.4680	1.0791	1.0388
0.07	2.0896	1680	0.9873	0.4706	0.9873	0.9936
0.07	2.0920	1682	0.9500	0.508	0.9500	0.9747
0.07	2.0945	1684	0.9753	0.4706	0.9753	0.9876
0.07	2.0970	1686	1.0088	0.4706	1.0088	1.0044
0.07	2.0995	1688	1.0199	0.4706	1.0199	1.0099
0.07	2.1020	1690	1.0405	0.4935	1.0405	1.0201
0.07	2.1045	1692	0.9978	0.4706	0.9978	0.9989
0.07	2.1070	1694	0.9064	0.575	0.9064	0.9521
0.07	2.1095	1696	0.8372	0.5720	0.8372	0.9150
0.07	2.1119	1698	0.8128	0.5542	0.8128	0.9016
0.07	2.1144	1700	0.8059	0.5542	0.8059	0.8977
0.07	2.1169	1702	0.8137	0.5542	0.8137	0.9021
0.07	2.1194	1704	0.8477	0.5921	0.8477	0.9207
0.07	2.1219	1706	0.9159	0.5362	0.9159	0.9570
0.07	2.1244	1708	1.0014	0.4972	1.0014	1.0007
0.07	2.1269	1710	1.0358	0.4919	1.0358	1.0178
0.07	2.1294	1712	1.0210	0.5426	1.0210	1.0104
0.07	2.1318	1714	0.9807	0.5205	0.9807	0.9903
0.07	2.1343	1716	0.9549	0.5205	0.9549	0.9772
0.07	2.1368	1718	0.8815	0.5362	0.8815	0.9389
0.07	2.1393	1720	0.8444	0.575	0.8444	0.9189
0.07	2.1418	1722	0.8249	0.575	0.8249	0.9083
0.07	2.1443	1724	0.8269	0.575	0.8269	0.9093
0.07	2.1468	1726	0.8441	0.575	0.8441	0.9187
0.07	2.1493	1728	0.8222	0.5781	0.8222	0.9068
0.07	2.1517	1730	0.8040	0.5781	0.8040	0.8967
0.07	2.1542	1732	0.7951	0.5848	0.7951	0.8917
0.07	2.1567	1734	0.8033	0.5848	0.8033	0.8963
0.07	2.1592	1736	0.8244	0.5433	0.8244	0.9079
0.07	2.1617	1738	0.8525	0.5385	0.8525	0.9233
0.07	2.1642	1740	0.8779	0.5385	0.8779	0.9370
0.07	2.1667	1742	0.8557	0.5385	0.8557	0.9250
0.07	2.1692	1744	0.8193	0.5781	0.8193	0.9051
0.07	2.1716	1746	0.7937	0.5781	0.7937	0.8909
0.07	2.1741	1748	0.7660	0.5921	0.7660	0.8752
0.07	2.1766	1750	0.7748	0.5886	0.7748	0.8802
0.07	2.1791	1752	0.7692	0.6271	0.7692	0.8770
0.07	2.1816	1754	0.7862	0.575	0.7862	0.8867
0.07	2.1841	1756	0.7917	0.575	0.7917	0.8898
0.07	2.1866	1758	0.8111	0.575	0.8111	0.9006
0.07	2.1891	1760	0.8577	0.5362	0.8577	0.9261
0.07	2.1915	1762	0.9310	0.5358	0.9310	0.9649
0.07	2.1940	1764	0.9469	0.5588	0.9469	0.9731
0.07	2.1965	1766	0.9261	0.5358	0.9261	0.9623
0.07	2.1990	1768	0.8743	0.5358	0.8743	0.9351
0.07	2.2015	1770	0.8454	0.5358	0.8454	0.9195
0.07	2.2040	1772	0.8284	0.575	0.8284	0.9102
0.07	2.2065	1774	0.8537	0.5362	0.8537	0.9239
0.07	2.2090	1776	0.9212	0.5068	0.9212	0.9598
0.07	2.2114	1778	1.0169	0.5276	1.0169	1.0084
0.07	2.2139	1780	1.0554	0.5276	1.0554	1.0273
0.07	2.2164	1782	1.0218	0.5276	1.0218	1.0108
0.07	2.2189	1784	1.0108	0.5276	1.0108	1.0054
0.07	2.2214	1786	0.9363	0.5808	0.9363	0.9676
0.07	2.2239	1788	0.8495	0.6341	0.8495	0.9217
0.07	2.2264	1790	0.8005	0.6604	0.8005	0.8947
0.07	2.2289	1792	0.7951	0.6473	0.7951	0.8917
0.07	2.2313	1794	0.8011	0.6271	0.8011	0.8950
0.07	2.2338	1796	0.8392	0.6341	0.8392	0.9161
0.07	2.2363	1798	0.8956	0.5586	0.8956	0.9464
0.07	2.2388	1800	0.9626	0.5426	0.9626	0.9811
0.07	2.2413	1802	1.0081	0.5169	1.0081	1.0041
0.07	2.2438	1804	1.0356	0.5169	1.0356	1.0177
0.07	2.2463	1806	1.0226	0.5169	1.0226	1.0112
0.07	2.2488	1808	0.9820	0.5169	0.9820	0.9910
0.07	2.2512	1810	0.9341	0.4675	0.9341	0.9665
0.07	2.2537	1812	0.9047	0.4207	0.9047	0.9512
0.07	2.2562	1814	0.9028	0.4207	0.9028	0.9502
0.07	2.2587	1816	0.9334	0.4207	0.9334	0.9661
0.07	2.2612	1818	0.9777	0.4682	0.9777	0.9888
0.07	2.2637	1820	1.0308	0.4224	1.0308	1.0153
0.07	2.2662	1822	1.0607	0.4490	1.0607	1.0299
0.07	2.2687	1824	1.0702	0.4490	1.0702	1.0345
0.07	2.2711	1826	1.0612	0.4490	1.0612	1.0302
0.07	2.2736	1828	1.0393	0.4375	1.0393	1.0195
0.07	2.2761	1830	1.0100	0.4972	1.0100	1.0050
0.07	2.2786	1832	0.9910	0.4972	0.9910	0.9955
0.07	2.2811	1834	0.9731	0.4972	0.9731	0.9865
0.07	2.2836	1836	0.9618	0.4972	0.9618	0.9807
0.07	2.2861	1838	0.9801	0.5205	0.9801	0.9900
0.07	2.2886	1840	0.9903	0.5205	0.9903	0.9952
0.07	2.2910	1842	0.9788	0.5205	0.9788	0.9893
0.07	2.2935	1844	0.9475	0.4972	0.9475	0.9734
0.07	2.2960	1846	0.9515	0.4972	0.9515	0.9755
0.07	2.2985	1848	0.9601	0.4675	0.9601	0.9799
0.07	2.3010	1850	0.9732	0.4957	0.9732	0.9865
0.07	2.3035	1852	0.9930	0.4675	0.9930	0.9965
0.07	2.3060	1854	1.0395	0.4928	1.0395	1.0196
0.07	2.3085	1856	1.0459	0.4928	1.0459	1.0227
0.07	2.3109	1858	0.9970	0.4675	0.9970	0.9985
0.07	2.3134	1860	0.9447	0.4698	0.9447	0.9720
0.07	2.3159	1862	0.9164	0.4972	0.9164	0.9573
0.07	2.3184	1864	0.9241	0.4972	0.9241	0.9613
0.07	2.3209	1866	0.9592	0.4972	0.9592	0.9794
0.07	2.3234	1868	1.0301	0.4928	1.0301	1.0149
0.07	2.3259	1870	1.1065	0.4407	1.1065	1.0519
0.07	2.3284	1872	1.1099	0.4407	1.1099	1.0535
0.07	2.3308	1874	1.0913	0.4928	1.0913	1.0447
0.07	2.3333	1876	1.0397	0.4675	1.0397	1.0196
0.07	2.3358	1878	1.0127	0.4972	1.0127	1.0063
0.07	2.3383	1880	1.0024	0.4675	1.0024	1.0012
0.07	2.3408	1882	0.9718	0.4136	0.9718	0.9858
0.07	2.3433	1884	0.9524	0.4130	0.9524	0.9759
0.07	2.3458	1886	0.9682	0.4136	0.9682	0.9840
0.07	2.3483	1888	0.9836	0.4136	0.9836	0.9917
0.07	2.3507	1890	0.9754	0.4136	0.9754	0.9876
0.07	2.3532	1892	0.9878	0.4675	0.9878	0.9939
0.07	2.3557	1894	0.9640	0.4957	0.9640	0.9818
0.07	2.3582	1896	0.9599	0.4957	0.9599	0.9797
0.07	2.3607	1898	0.9557	0.5362	0.9557	0.9776
0.07	2.3632	1900	0.9588	0.5358	0.9588	0.9792
0.07	2.3657	1902	0.9830	0.5088	0.9830	0.9915
0.07	2.3682	1904	1.0139	0.4147	1.0139	1.0069
0.07	2.3706	1906	1.0989	0.4655	1.0989	1.0483
0.07	2.3731	1908	1.2190	0.4271	1.2190	1.1041
0.07	2.3756	1910	1.2472	0.4271	1.2472	1.1168
0.07	2.3781	1912	1.1952	0.4266	1.1952	1.0933
0.07	2.3806	1914	1.0804	0.4655	1.0804	1.0394
0.07	2.3831	1916	0.9829	0.4147	0.9829	0.9914
0.07	2.3856	1918	0.8961	0.575	0.8961	0.9466
0.07	2.3881	1920	0.8814	0.575	0.8814	0.9388
0.07	2.3905	1922	0.8844	0.55	0.8844	0.9404
0.07	2.3930	1924	0.9176	0.5088	0.9176	0.9579
0.07	2.3955	1926	0.9789	0.4675	0.9789	0.9894
0.07	2.3980	1928	1.0783	0.4407	1.0783	1.0384
0.07	2.4005	1930	1.1457	0.4266	1.1457	1.0704
0.07	2.4030	1932	1.1856	0.4266	1.1856	1.0889
0.07	2.4055	1934	1.1686	0.4266	1.1686	1.0810
0.07	2.4080	1936	1.1305	0.4266	1.1305	1.0632
0.07	2.4104	1938	1.0522	0.4655	1.0522	1.0258
0.07	2.4129	1940	0.9409	0.5331	0.9409	0.9700
0.07	2.4154	1942	0.9130	0.5331	0.9130	0.9555
0.07	2.4179	1944	0.9473	0.5169	0.9473	0.9733
0.07	2.4204	1946	0.9987	0.4655	0.9987	0.9993
0.07	2.4229	1948	1.0126	0.4655	1.0126	1.0063
0.07	2.4254	1950	1.0147	0.4655	1.0147	1.0073
0.07	2.4279	1952	0.9905	0.5169	0.9905	0.9952
0.07	2.4303	1954	1.0120	0.4655	1.0120	1.0060
0.07	2.4328	1956	1.0003	0.4655	1.0003	1.0002
0.07	2.4353	1958	0.9685	0.5169	0.9685	0.9841
0.07	2.4378	1960	0.9836	0.4655	0.9836	0.9917
0.07	2.4403	1962	0.9849	0.4655	0.9849	0.9924
0.07	2.4428	1964	0.9728	0.5169	0.9728	0.9863
0.07	2.4453	1966	0.9447	0.5331	0.9447	0.9720
0.07	2.4478	1968	0.9142	0.5331	0.9142	0.9562
0.07	2.4502	1970	0.9101	0.5088	0.9101	0.9540
0.07	2.4527	1972	0.9426	0.5331	0.9426	0.9709
0.07	2.4552	1974	1.0301	0.5041	1.0301	1.0149
0.07	2.4577	1976	1.1645	0.4643	1.1645	1.0791
0.07	2.4602	1978	1.1781	0.4271	1.1781	1.0854
0.07	2.4627	1980	1.1595	0.4271	1.1595	1.0768
0.07	2.4652	1982	1.1266	0.4271	1.1266	1.0614
0.07	2.4677	1984	1.0696	0.4675	1.0696	1.0342
0.07	2.4701	1986	1.0770	0.4675	1.0770	1.0378
0.07	2.4726	1988	1.1202	0.4744	1.1202	1.0584
0.07	2.4751	1990	1.1740	0.4240	1.1740	1.0835
0.07	2.4776	1992	1.2580	0.4240	1.2580	1.1216
0.07	2.4801	1994	1.2955	0.4243	1.2955	1.1382
0.07	2.4826	1996	1.2457	0.4240	1.2457	1.1161
0.07	2.4851	1998	1.1498	0.4643	1.1498	1.0723
0.0571	2.4876	2000	1.0533	0.4649	1.0533	1.0263
0.0571	2.4900	2002	0.9976	0.4580	0.9976	0.9988
0.0571	2.4925	2004	1.0067	0.4580	1.0067	1.0033
0.0571	2.4950	2006	1.0549	0.4822	1.0549	1.0271
0.0571	2.4975	2008	1.0946	0.4435	1.0946	1.0462
0.0571	2.5	2010	1.1845	0.4637	1.1845	1.0883
0.0571	2.5025	2012	1.2416	0.4637	1.2416	1.1143
0.0571	2.5050	2014	1.1969	0.4649	1.1969	1.0940
0.0571	2.5075	2016	1.0821	0.4147	1.0821	1.0402
0.0571	2.5100	2018	0.9634	0.5088	0.9634	0.9815
0.0571	2.5124	2020	0.9027	0.5243	0.9027	0.9501
0.0571	2.5149	2022	0.8729	0.5128	0.8729	0.9343
0.0571	2.5174	2024	0.8739	0.5117	0.8739	0.9349
0.0571	2.5199	2026	0.9141	0.5088	0.9141	0.9561
0.0571	2.5224	2028	0.9618	0.5088	0.9618	0.9807
0.0571	2.5249	2030	1.0157	0.4675	1.0157	1.0078
0.0571	2.5274	2032	1.0403	0.4675	1.0403	1.0200
0.0571	2.5299	2034	0.9999	0.5088	0.9999	1.0000
0.0571	2.5323	2036	0.9434	0.5088	0.9434	0.9713
0.0571	2.5348	2038	0.8984	0.5088	0.8984	0.9478
0.0571	2.5373	2040	0.9141	0.5088	0.9141	0.9561
0.0571	2.5398	2042	0.9671	0.5088	0.9671	0.9834
0.0571	2.5423	2044	1.0079	0.4792	1.0079	1.0039
0.0571	2.5448	2046	1.0310	0.4792	1.0310	1.0154
0.0571	2.5473	2048	1.0348	0.4792	1.0348	1.0173
0.0571	2.5498	2050	1.0511	0.5043	1.0511	1.0252
0.0571	2.5522	2052	1.0825	0.5028	1.0825	1.0404
0.0571	2.5547	2054	1.0822	0.5043	1.0822	1.0403
0.0571	2.5572	2056	1.0464	0.4792	1.0464	1.0229
0.0571	2.5597	2058	1.0276	0.4792	1.0276	1.0137
0.0571	2.5622	2060	1.0465	0.4792	1.0465	1.0230
0.0571	2.5647	2062	1.0646	0.4792	1.0646	1.0318
0.0571	2.5672	2064	1.0810	0.5283	1.0810	1.0397
0.0571	2.5697	2066	1.0722	0.5043	1.0722	1.0355
0.0571	2.5721	2068	1.0862	0.5263	1.0862	1.0422
0.0571	2.5746	2070	1.1162	0.4756	1.1162	1.0565
0.0571	2.5771	2072	1.1333	0.4756	1.1333	1.0646
0.0571	2.5796	2074	1.0954	0.4756	1.0954	1.0466
0.0571	2.5821	2076	1.0231	0.5169	1.0231	1.0115
0.0571	2.5846	2078	0.9855	0.4675	0.9855	0.9927
0.0571	2.5871	2080	0.9633	0.4675	0.9633	0.9815
0.0571	2.5896	2082	0.9797	0.4675	0.9797	0.9898
0.0571	2.5920	2084	1.0266	0.4928	1.0266	1.0132
0.0571	2.5945	2086	1.1223	0.5263	1.1223	1.0594
0.0571	2.5970	2088	1.1975	0.4756	1.1975	1.0943
0.0571	2.5995	2090	1.2125	0.4748	1.2125	1.1011
0.0571	2.6020	2092	1.1646	0.4756	1.1646	1.0792
0.0571	2.6045	2094	1.0413	0.4928	1.0413	1.0205
0.0571	2.6070	2096	0.9437	0.4698	0.9437	0.9714
0.0571	2.6095	2098	0.9185	0.5100	0.9185	0.9584
0.0571	2.6119	2100	0.9202	0.4698	0.9202	0.9593
0.0571	2.6144	2102	0.9395	0.4675	0.9395	0.9693
0.0571	2.6169	2104	0.9956	0.4675	0.9956	0.9978
0.0571	2.6194	2106	1.0948	0.5283	1.0948	1.0463
0.0571	2.6219	2108	1.1737	0.4237	1.1737	1.0834
0.0571	2.6244	2110	1.1909	0.4375	1.1909	1.0913
0.0571	2.6269	2112	1.1423	0.4886	1.1423	1.0688
0.0571	2.6294	2114	1.0673	0.4928	1.0673	1.0331
0.0571	2.6318	2116	0.9962	0.4675	0.9962	0.9981
0.0571	2.6343	2118	0.9623	0.4698	0.9623	0.9810
0.0571	2.6368	2120	0.9910	0.4675	0.9910	0.9955
0.0571	2.6393	2122	1.0918	0.4928	1.0918	1.0449
0.0571	2.6418	2124	1.1775	0.4756	1.1775	1.0851
0.0571	2.6443	2126	1.1876	0.4756	1.1876	1.0898
0.0571	2.6468	2128	1.1564	0.4515	1.1564	1.0754
0.0571	2.6493	2130	1.1343	0.4518	1.1343	1.0650
0.0571	2.6517	2132	1.1229	0.4518	1.1229	1.0597
0.0571	2.6542	2134	1.1011	0.4675	1.1011	1.0493
0.0571	2.6567	2136	1.1109	0.4675	1.1109	1.0540
0.0571	2.6592	2138	1.1304	0.4406	1.1304	1.0632
0.0571	2.6617	2140	1.1476	0.4162	1.1476	1.0713
0.0571	2.6642	2142	1.1263	0.4162	1.1263	1.0613
0.0571	2.6667	2144	1.0966	0.4162	1.0966	1.0472
0.0571	2.6692	2146	1.0542	0.4928	1.0542	1.0267
0.0571	2.6716	2148	1.0131	0.4928	1.0131	1.0065
0.0571	2.6741	2150	0.9962	0.4675	0.9962	0.9981
0.0571	2.6766	2152	0.9708	0.4675	0.9708	0.9853
0.0571	2.6791	2154	0.9585	0.4682	0.9585	0.9790
0.0571	2.6816	2156	0.9520	0.4682	0.9520	0.9757
0.0571	2.6841	2158	0.9743	0.4682	0.9743	0.9871
0.0571	2.6866	2160	1.0232	0.4682	1.0232	1.0116
0.0571	2.6891	2162	1.0602	0.4957	1.0602	1.0297
0.0571	2.6915	2164	1.1010	0.5043	1.1010	1.0493
0.0571	2.6940	2166	1.1412	0.5043	1.1412	1.0683
0.0571	2.6965	2168	1.1405	0.5059	1.1405	1.0679
0.0571	2.6990	2170	1.1271	0.5059	1.1271	1.0616
0.0571	2.7015	2172	1.0804	0.5059	1.0804	1.0394
0.0571	2.7040	2174	1.0049	0.4682	1.0049	1.0025
0.0571	2.7065	2176	0.9658	0.4971	0.9658	0.9827
0.0571	2.7090	2178	0.9531	0.4971	0.9531	0.9763
0.0571	2.7114	2180	0.9480	0.4971	0.9480	0.9736
0.0571	2.7139	2182	0.9603	0.4957	0.9603	0.9799
0.0571	2.7164	2184	1.0281	0.5197	1.0281	1.0139
0.0571	2.7189	2186	1.0550	0.4792	1.0550	1.0271
0.0571	2.7214	2188	1.0511	0.4792	1.0511	1.0252
0.0571	2.7239	2190	1.0171	0.4802	1.0171	1.0085
0.0571	2.7264	2192	0.9541	0.4682	0.9541	0.9768
0.0571	2.7289	2194	0.9207	0.5106	0.9207	0.9595
0.0571	2.7313	2196	0.9192	0.5106	0.9192	0.9587
0.0571	2.7338	2198	0.9451	0.5106	0.9451	0.9722
0.0571	2.7363	2200	1.0006	0.4675	1.0006	1.0003
0.0571	2.7388	2202	1.0242	0.4928	1.0242	1.0120
0.0571	2.7413	2204	0.9871	0.5331	0.9871	0.9935
0.0571	2.7438	2206	0.9268	0.5588	0.9268	0.9627
0.0571	2.7463	2208	0.8937	0.5588	0.8937	0.9454
0.0571	2.7488	2210	0.8833	0.5362	0.8833	0.9398
0.0571	2.7512	2212	0.8865	0.5362	0.8865	0.9415
0.0571	2.7537	2214	0.8842	0.5362	0.8842	0.9403
0.0571	2.7562	2216	0.8927	0.5362	0.8927	0.9448
0.0571	2.7587	2218	0.8374	0.5633	0.8374	0.9151
0.0571	2.7612	2220	0.7976	0.6008	0.7976	0.8931
0.0571	2.7637	2222	0.7795	0.6178	0.7795	0.8829
0.0571	2.7662	2224	0.7673	0.6178	0.7673	0.8759
0.0571	2.7687	2226	0.7663	0.6178	0.7663	0.8754
0.0571	2.7711	2228	0.7897	0.6139	0.7897	0.8886
0.0571	2.7736	2230	0.8298	0.5633	0.8298	0.9109
0.0571	2.7761	2232	0.8500	0.5633	0.8500	0.9219
0.0571	2.7786	2234	0.8674	0.5633	0.8674	0.9313
0.0571	2.7811	2236	0.8625	0.5633	0.8625	0.9287
0.0571	2.7836	2238	0.8729	0.5633	0.8729	0.9343
0.0571	2.7861	2240	0.8833	0.5257	0.8833	0.9399
0.0571	2.7886	2242	0.8781	0.4986	0.8781	0.9371
0.0571	2.7910	2244	0.8592	0.4986	0.8592	0.9270
0.0571	2.7935	2246	0.8651	0.4698	0.8651	0.9301
0.0571	2.7960	2248	0.8998	0.4698	0.8998	0.9486
0.0571	2.7985	2250	0.9339	0.4698	0.9339	0.9664
0.0571	2.8010	2252	0.9473	0.4944	0.9473	0.9733
0.0571	2.8035	2254	0.9541	0.4944	0.9541	0.9768
0.0571	2.8060	2256	0.9030	0.4986	0.9030	0.9503
0.0571	2.8085	2258	0.8616	0.5633	0.8616	0.9282
0.0571	2.8109	2260	0.8454	0.6008	0.8454	0.9195
0.0571	2.8134	2262	0.8695	0.6022	0.8695	0.9325
0.0571	2.8159	2264	0.9309	0.4698	0.9309	0.9648
0.0571	2.8184	2266	0.9815	0.5179	0.9815	0.9907
0.0571	2.8209	2268	1.0299	0.5179	1.0299	1.0148
0.0571	2.8234	2270	1.0413	0.5169	1.0413	1.0204
0.0571	2.8259	2272	0.9899	0.4675	0.9899	0.9950
0.0571	2.8284	2274	0.9451	0.4675	0.9451	0.9721
0.0571	2.8308	2276	0.8969	0.4675	0.8969	0.9470
0.0571	2.8333	2278	0.8666	0.4706	0.8666	0.9309
0.0571	2.8358	2280	0.8682	0.4706	0.8682	0.9318
0.0571	2.8383	2282	0.8792	0.4682	0.8792	0.9377
0.0571	2.8408	2284	0.9186	0.4675	0.9186	0.9584
0.0571	2.8433	2286	0.9645	0.4675	0.9645	0.9821
0.0571	2.8458	2288	0.9935	0.4675	0.9935	0.9968
0.0571	2.8483	2290	1.0016	0.5043	1.0016	1.0008
0.0571	2.8507	2292	0.9736	0.4928	0.9736	0.9867
0.0571	2.8532	2294	0.9149	0.4675	0.9149	0.9565
0.0571	2.8557	2296	0.8659	0.5088	0.8659	0.9305
0.0571	2.8582	2298	0.8238	0.55	0.8238	0.9076
0.0571	2.8607	2300	0.7982	0.5284	0.7982	0.8934
0.0571	2.8632	2302	0.7956	0.5284	0.7956	0.8920
0.0571	2.8657	2304	0.8114	0.5284	0.8114	0.9008
0.0571	2.8682	2306	0.8321	0.5526	0.8321	0.9122
0.0571	2.8706	2308	0.8611	0.5100	0.8611	0.9280
0.0571	2.8731	2310	0.8845	0.4698	0.8845	0.9405
0.0571	2.8756	2312	0.9041	0.4698	0.9041	0.9508
0.0571	2.8781	2314	0.9220	0.4675	0.9220	0.9602
0.0571	2.8806	2316	0.9462	0.4675	0.9462	0.9727
0.0571	2.8831	2318	0.9744	0.4675	0.9744	0.9871
0.0571	2.8856	2320	1.0126	0.4675	1.0126	1.0063
0.0571	2.8881	2322	1.0473	0.4675	1.0473	1.0234
0.0571	2.8905	2324	1.1216	0.5043	1.1216	1.0591
0.0571	2.8930	2326	1.1842	0.5283	1.1842	1.0882
0.0571	2.8955	2328	1.1840	0.5283	1.1840	1.0881
0.0571	2.8980	2330	1.1444	0.5283	1.1444	1.0698
0.0571	2.9005	2332	1.0724	0.4928	1.0724	1.0355
0.0571	2.9030	2334	0.9947	0.4675	0.9947	0.9974
0.0571	2.9055	2336	0.9769	0.4682	0.9769	0.9884
0.0571	2.9080	2338	0.9577	0.4124	0.9577	0.9786
0.0571	2.9104	2340	0.9598	0.4124	0.9598	0.9797
0.0571	2.9129	2342	0.9932	0.4124	0.9932	0.9966
0.0571	2.9154	2344	1.0385	0.4249	1.0385	1.0191
0.0571	2.9179	2346	1.1006	0.4375	1.1006	1.0491
0.0571	2.9204	2348	1.1917	0.4649	1.1917	1.0917
0.0571	2.9229	2350	1.2527	0.4220	1.2527	1.1193
0.0571	2.9254	2352	1.2586	0.4649	1.2586	1.1219
0.0571	2.9279	2354	1.2157	0.4649	1.2157	1.1026
0.0571	2.9303	2356	1.1477	0.4802	1.1477	1.0713
0.0571	2.9328	2358	1.0530	0.4802	1.0530	1.0262
0.0571	2.9353	2360	1.0092	0.4823	1.0092	1.0046
0.0571	2.9378	2362	1.0121	0.4823	1.0121	1.0060
0.0571	2.9403	2364	1.0629	0.4792	1.0629	1.0310
0.0571	2.9428	2366	1.1284	0.4792	1.1284	1.0622
0.0571	2.9453	2368	1.2071	0.4765	1.2071	1.0987
0.0571	2.9478	2370	1.2851	0.4271	1.2851	1.1336
0.0571	2.9502	2372	1.2941	0.4271	1.2941	1.1376
0.0571	2.9527	2374	1.2649	0.4271	1.2649	1.1247
0.0571	2.9552	2376	1.1849	0.5028	1.1849	1.0885
0.0571	2.9577	2378	1.1166	0.5028	1.1166	1.0567
0.0571	2.9602	2380	1.0445	0.4803	1.0445	1.0220
0.0571	2.9627	2382	1.0047	0.4813	1.0047	1.0023
0.0571	2.9652	2384	1.0027	0.5100	1.0027	1.0013
0.0571	2.9677	2386	1.0337	0.4691	1.0337	1.0167
0.0571	2.9701	2388	1.0970	0.5028	1.0970	1.0474
0.0571	2.9726	2390	1.1360	0.5028	1.1360	1.0658
0.0571	2.9751	2392	1.1155	0.5028	1.1155	1.0562
0.0571	2.9776	2394	1.1205	0.5028	1.1205	1.0585
0.0571	2.9801	2396	1.1099	0.5028	1.1099	1.0535
0.0571	2.9826	2398	1.0904	0.4783	1.0904	1.0442
0.0571	2.9851	2400	1.0766	0.4783	1.0766	1.0376
0.0571	2.9876	2402	1.1068	0.4783	1.1068	1.0521
0.0571	2.9900	2404	1.1444	0.5014	1.1444	1.0698
0.0571	2.9925	2406	1.1731	0.4512	1.1731	1.0831
0.0571	2.9950	2408	1.1619	0.5014	1.1619	1.0779
0.0571	2.9975	2410	1.1608	0.4512	1.1608	1.0774
0.0571	3.0	2412	1.1940	0.4271	1.1940	1.0927
0.0571	3.0025	2414	1.1572	0.4512	1.1572	1.0758
0.0571	3.0050	2416	1.1498	0.4512	1.1498	1.0723
0.0571	3.0075	2418	1.1302	0.4567	1.1302	1.0631
0.0571	3.0100	2420	1.1235	0.4567	1.1235	1.0600
0.0571	3.0124	2422	1.1120	0.4567	1.1120	1.0545
0.0571	3.0149	2424	1.0995	0.4830	1.0995	1.0486
0.0571	3.0174	2426	1.0878	0.4935	1.0878	1.0430
0.0571	3.0199	2428	1.1203	0.4567	1.1203	1.0584
0.0571	3.0224	2430	1.1126	0.4935	1.1126	1.0548
0.0571	3.0249	2432	1.1192	0.4935	1.1192	1.0579
0.0571	3.0274	2434	1.0839	0.4850	1.0839	1.0411
0.0571	3.0299	2436	1.0868	0.4959	1.0868	1.0425
0.0571	3.0323	2438	1.1130	0.4296	1.1130	1.0550
0.0571	3.0348	2440	1.1126	0.4296	1.1126	1.0548
0.0571	3.0373	2442	1.0783	0.4813	1.0783	1.0384
0.0571	3.0398	2444	1.0254	0.4813	1.0254	1.0126
0.0571	3.0423	2446	0.9894	0.4972	0.9894	0.9947
0.0571	3.0448	2448	0.9762	0.5362	0.9762	0.9880
0.0571	3.0473	2450	0.9645	0.5362	0.9645	0.9821
0.0571	3.0498	2452	0.9677	0.5362	0.9677	0.9837
0.0571	3.0522	2454	0.9696	0.5366	0.9696	0.9847
0.0571	3.0547	2456	0.9592	0.5584	0.9592	0.9794
0.0571	3.0572	2458	0.9588	0.5687	0.9588	0.9792
0.0571	3.0597	2460	0.9448	0.5792	0.9448	0.9720
0.0571	3.0622	2462	0.9482	0.5792	0.9482	0.9738
0.0571	3.0647	2464	0.9818	0.5536	0.9818	0.9909
0.0571	3.0672	2466	0.9746	0.5536	0.9746	0.9872
0.0571	3.0697	2468	0.9384	0.5475	0.9384	0.9687
0.0571	3.0721	2470	0.8977	0.5388	0.8977	0.9475

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

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 2, 2024
Updated: Dec 2, 2024