ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k100_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k100_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_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 4, 2024
Updated: Dec 4, 2024
SHA: 8ebd91b4

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_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: 0.8269
Qwk: 0.5650
Mse: 0.8269
Rmse: 0.9094

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	0.0024	2	4.6045	-0.0070	4.6045	2.1458
No log	0.0048	4	2.9492	0.0983	2.9492	1.7173
No log	0.0072	6	1.6170	0.1117	1.6170	1.2716
No log	0.0097	8	1.1794	0.0765	1.1794	1.0860
No log	0.0121	10	1.1138	0.2560	1.1138	1.0554
No log	0.0145	12	1.5210	0.2185	1.5210	1.2333
No log	0.0169	14	2.1962	0.1758	2.1962	1.4819
No log	0.0193	16	2.9093	0.1429	2.9093	1.7057
No log	0.0217	18	2.6267	0.0981	2.6267	1.6207
No log	0.0241	20	1.6584	0.0526	1.6584	1.2878
No log	0.0265	22	1.7718	0.1397	1.7718	1.3311
No log	0.0290	24	2.3957	0.0942	2.3957	1.5478
No log	0.0314	26	2.2919	0.0942	2.2919	1.5139
No log	0.0338	28	2.0018	0.0764	2.0018	1.4148
No log	0.0362	30	1.9534	0.1290	1.9534	1.3977
No log	0.0386	32	2.0704	0.1042	2.0704	1.4389
No log	0.0410	34	2.0217	0.1569	2.0217	1.4218
No log	0.0434	36	2.4430	0.1078	2.4430	1.5630
No log	0.0458	38	2.6221	0.1000	2.6221	1.6193
No log	0.0483	40	3.1090	0.0610	3.1090	1.7632
No log	0.0507	42	2.5537	0.1078	2.5537	1.5980
No log	0.0531	44	1.6968	0.2795	1.6968	1.3026
No log	0.0555	46	1.2569	0.3957	1.2569	1.1211
No log	0.0579	48	1.5021	0.3125	1.5021	1.2256
No log	0.0603	50	2.2913	0.2435	2.2913	1.5137
No log	0.0627	52	2.3496	0.2441	2.3496	1.5329
No log	0.0651	54	2.7570	0.2198	2.7570	1.6604
No log	0.0676	56	2.8734	0.1812	2.8734	1.6951
No log	0.0700	58	2.4705	0.1623	2.4705	1.5718
No log	0.0724	60	2.7266	0.1804	2.7266	1.6512
No log	0.0748	62	2.9555	0.1972	2.9555	1.7192
No log	0.0772	64	3.3598	0.1223	3.3598	1.8330
No log	0.0796	66	3.1020	0.1843	3.1020	1.7612
No log	0.0820	68	2.8049	0.2319	2.8049	1.6748
No log	0.0844	70	2.0950	0.2127	2.0950	1.4474
No log	0.0869	72	2.3089	0.2672	2.3089	1.5195
No log	0.0893	74	2.9002	0.2269	2.9002	1.7030
No log	0.0917	76	2.6572	0.2489	2.6572	1.6301
No log	0.0941	78	2.0760	0.2964	2.0760	1.4408
No log	0.0965	80	2.4437	0.2336	2.4437	1.5632
No log	0.0989	82	3.0800	0.2415	3.0800	1.7550
No log	0.1013	84	3.1752	0.2311	3.1752	1.7819
No log	0.1037	86	2.7844	0.2305	2.7844	1.6687
No log	0.1062	88	2.0085	0.2282	2.0085	1.4172
No log	0.1086	90	1.7407	0.1995	1.7407	1.3193
No log	0.1110	92	2.2055	0.2086	2.2055	1.4851
No log	0.1134	94	2.9467	0.2165	2.9467	1.7166
No log	0.1158	96	2.6185	0.2429	2.6185	1.6182
No log	0.1182	98	2.0216	0.2248	2.0216	1.4218
No log	0.1206	100	1.9189	0.2465	1.9189	1.3852
No log	0.1230	102	1.8429	0.3245	1.8429	1.3575
No log	0.1255	104	2.3882	0.2378	2.3882	1.5454
No log	0.1279	106	3.2106	0.2563	3.2106	1.7918
No log	0.1303	108	3.1341	0.2774	3.1341	1.7703
No log	0.1327	110	2.7214	0.2624	2.7214	1.6497
No log	0.1351	112	2.3866	0.2651	2.3866	1.5449
No log	0.1375	114	2.1813	0.2013	2.1813	1.4769
No log	0.1399	116	2.1644	0.2053	2.1644	1.4712
No log	0.1423	118	2.4317	0.2676	2.4317	1.5594
No log	0.1448	120	2.8337	0.2433	2.8337	1.6834
No log	0.1472	122	2.6530	0.2165	2.6530	1.6288
No log	0.1496	124	2.1155	0.1750	2.1155	1.4545
No log	0.1520	126	1.8265	0.2829	1.8265	1.3515
No log	0.1544	128	1.9710	0.1837	1.9710	1.4039
No log	0.1568	130	2.8243	0.2165	2.8243	1.6806
No log	0.1592	132	3.2440	0.2324	3.2440	1.8011
No log	0.1616	134	2.8675	0.2165	2.8675	1.6934
No log	0.1641	136	2.0834	0.1907	2.0834	1.4434
No log	0.1665	138	1.8315	0.2482	1.8315	1.3533
No log	0.1689	140	2.2608	0.2158	2.2608	1.5036
No log	0.1713	142	3.1327	0.2217	3.1327	1.7699
No log	0.1737	144	3.4714	0.2086	3.4714	1.8632
No log	0.1761	146	3.1770	0.2362	3.1770	1.7824
No log	0.1785	148	2.3291	0.1708	2.3291	1.5261
No log	0.1809	150	1.5383	0.3518	1.5383	1.2403
No log	0.1834	152	1.4231	0.3754	1.4231	1.1929
No log	0.1858	154	1.7354	0.2768	1.7354	1.3173
No log	0.1882	156	2.2491	0.3017	2.2491	1.4997
No log	0.1906	158	2.5957	0.2305	2.5957	1.6111
No log	0.1930	160	2.4499	0.2609	2.4499	1.5652
No log	0.1954	162	2.3785	0.2641	2.3785	1.5422
No log	0.1978	164	2.0203	0.3142	2.0203	1.4214
No log	0.2002	166	1.6441	0.3925	1.6441	1.2822
No log	0.2027	168	1.6989	0.3808	1.6989	1.3034
No log	0.2051	170	2.0206	0.2533	2.0206	1.4215
No log	0.2075	172	2.1237	0.2212	2.1237	1.4573
No log	0.2099	174	2.0394	0.2547	2.0394	1.4281
No log	0.2123	176	2.0883	0.2530	2.0883	1.4451
No log	0.2147	178	1.9459	0.3022	1.9459	1.3949
No log	0.2171	180	1.9795	0.2679	1.9795	1.4069
No log	0.2195	182	2.0547	0.2708	2.0547	1.4334
No log	0.2220	184	2.1699	0.2685	2.1699	1.4731
No log	0.2244	186	2.0317	0.3105	2.0317	1.4254
No log	0.2268	188	1.9320	0.3793	1.9320	1.3900
No log	0.2292	190	2.1692	0.2890	2.1692	1.4728
No log	0.2316	192	2.2952	0.2797	2.2952	1.5150
No log	0.2340	194	2.2126	0.3195	2.2126	1.4875
No log	0.2364	196	2.1032	0.3481	2.1032	1.4502
No log	0.2388	198	2.5302	0.2660	2.5302	1.5907
No log	0.2413	200	2.5616	0.2594	2.5616	1.6005
No log	0.2437	202	1.9861	0.3190	1.9861	1.4093
No log	0.2461	204	1.4272	0.4404	1.4272	1.1946
No log	0.2485	206	1.6259	0.4494	1.6259	1.2751
No log	0.2509	208	2.4669	0.2059	2.4669	1.5706
No log	0.2533	210	2.7965	0.2092	2.7965	1.6723
No log	0.2557	212	2.2897	0.2241	2.2897	1.5132
No log	0.2581	214	1.5633	0.3504	1.5633	1.2503
No log	0.2606	216	1.6358	0.3904	1.6358	1.2790
No log	0.2630	218	2.1302	0.3320	2.1302	1.4595
No log	0.2654	220	2.4752	0.3257	2.4752	1.5733
No log	0.2678	222	2.0718	0.3152	2.0718	1.4394
No log	0.2702	224	1.6069	0.3725	1.6069	1.2676
No log	0.2726	226	1.6817	0.3627	1.6817	1.2968
No log	0.2750	228	2.0702	0.3709	2.0702	1.4388
No log	0.2774	230	2.9355	0.3046	2.9355	1.7133
No log	0.2799	232	3.3493	0.2340	3.3493	1.8301
No log	0.2823	234	2.8498	0.2876	2.8498	1.6881
No log	0.2847	236	1.8866	0.3895	1.8866	1.3735
No log	0.2871	238	1.4577	0.4041	1.4577	1.2074
No log	0.2895	240	1.6506	0.3784	1.6506	1.2848
No log	0.2919	242	2.0043	0.3289	2.0043	1.4157
No log	0.2943	244	2.6687	0.3017	2.6687	1.6336
No log	0.2967	246	2.9138	0.2755	2.9138	1.7070
No log	0.2992	248	3.0744	0.2086	3.0744	1.7534
No log	0.3016	250	2.5778	0.3054	2.5778	1.6056
No log	0.3040	252	2.3621	0.2912	2.3621	1.5369
No log	0.3064	254	2.1628	0.3000	2.1628	1.4706
No log	0.3088	256	2.2364	0.2900	2.2364	1.4955
No log	0.3112	258	2.6283	0.2380	2.6283	1.6212
No log	0.3136	260	2.8609	0.2794	2.8609	1.6914
No log	0.3160	262	2.8902	0.3071	2.8902	1.7001
No log	0.3185	264	2.7517	0.2899	2.7517	1.6588
No log	0.3209	266	2.2253	0.3046	2.2253	1.4917
No log	0.3233	268	2.1931	0.3065	2.1931	1.4809
No log	0.3257	270	2.7164	0.2879	2.7164	1.6482
No log	0.3281	272	3.3483	0.1858	3.3483	1.8298
No log	0.3305	274	3.4103	0.1917	3.4103	1.8467
No log	0.3329	276	2.8336	0.2631	2.8336	1.6833
No log	0.3353	278	2.1758	0.3056	2.1758	1.4751
No log	0.3378	280	1.9991	0.2874	1.9991	1.4139
No log	0.3402	282	2.1905	0.2900	2.1905	1.4800
No log	0.3426	284	2.5470	0.2235	2.5470	1.5959
No log	0.3450	286	2.4801	0.2424	2.4801	1.5748
No log	0.3474	288	2.1055	0.2900	2.1055	1.4510
No log	0.3498	290	1.8728	0.25	1.8728	1.3685
No log	0.3522	292	1.6647	0.2983	1.6647	1.2902
No log	0.3546	294	1.5953	0.3738	1.5953	1.2630
No log	0.3571	296	1.8554	0.3711	1.8554	1.3621
No log	0.3595	298	1.8684	0.3919	1.8684	1.3669
No log	0.3619	300	2.3263	0.3364	2.3263	1.5252
No log	0.3643	302	2.3275	0.3430	2.3275	1.5256
No log	0.3667	304	2.1339	0.3172	2.1339	1.4608
No log	0.3691	306	1.7445	0.3323	1.7445	1.3208
No log	0.3715	308	1.6368	0.3477	1.6368	1.2794
No log	0.3739	310	1.7774	0.3330	1.7774	1.3332
No log	0.3764	312	2.2573	0.3189	2.2573	1.5024
No log	0.3788	314	2.4305	0.3189	2.4305	1.5590
No log	0.3812	316	2.0339	0.2890	2.0339	1.4262
No log	0.3836	318	1.8451	0.3011	1.8451	1.3584
No log	0.3860	320	2.1548	0.3056	2.1548	1.4679
No log	0.3884	322	2.3866	0.3056	2.3866	1.5449
No log	0.3908	324	2.8601	0.2127	2.8601	1.6912
No log	0.3932	326	2.7031	0.2571	2.7031	1.6441
No log	0.3957	328	2.1141	0.2708	2.1141	1.4540
No log	0.3981	330	1.7107	0.2007	1.7107	1.3079
No log	0.4005	332	1.4514	0.3423	1.4514	1.2047
No log	0.4029	334	1.5816	0.4282	1.5816	1.2576
No log	0.4053	336	2.1535	0.3172	2.1535	1.4675
No log	0.4077	338	2.3343	0.3306	2.3343	1.5278
No log	0.4101	340	1.9845	0.3305	1.9845	1.4087
No log	0.4125	342	1.5169	0.3948	1.5169	1.2316
No log	0.4150	344	1.3056	0.4872	1.3056	1.1426
No log	0.4174	346	1.3867	0.4472	1.3867	1.1776
No log	0.4198	348	2.0158	0.3457	2.0158	1.4198
No log	0.4222	350	2.6975	0.3143	2.6975	1.6424
No log	0.4246	352	2.7228	0.3143	2.7228	1.6501
No log	0.4270	354	2.2067	0.3306	2.2067	1.4855
No log	0.4294	356	1.4537	0.4058	1.4537	1.2057
No log	0.4318	358	1.1926	0.4578	1.1926	1.0921
No log	0.4343	360	1.2819	0.4774	1.2819	1.1322
No log	0.4367	362	1.7956	0.4385	1.7956	1.3400
No log	0.4391	364	2.6666	0.3320	2.6666	1.6330
No log	0.4415	366	3.0062	0.25	3.0062	1.7338
No log	0.4439	368	2.6986	0.3320	2.6986	1.6427
No log	0.4463	370	2.1221	0.3172	2.1221	1.4567
No log	0.4487	372	2.0566	0.3077	2.0566	1.4341
No log	0.4511	374	1.9544	0.3058	1.9544	1.3980
No log	0.4536	376	1.7519	0.3597	1.7519	1.3236
No log	0.4560	378	1.4781	0.3934	1.4781	1.2158
No log	0.4584	380	1.1949	0.4637	1.1949	1.0931
No log	0.4608	382	1.2139	0.4637	1.2139	1.1018
No log	0.4632	384	1.5498	0.3993	1.5498	1.2449
No log	0.4656	386	2.1466	0.3096	2.1466	1.4651
No log	0.4680	388	2.1890	0.3096	2.1890	1.4795
No log	0.4704	390	1.9321	0.2516	1.9321	1.3900
No log	0.4729	392	1.6369	0.2326	1.6369	1.2794
No log	0.4753	394	1.6206	0.2722	1.6206	1.2730
No log	0.4777	396	1.8620	0.2096	1.8620	1.3645
No log	0.4801	398	2.4329	0.3065	2.4329	1.5598
No log	0.4825	400	2.7762	0.2917	2.7762	1.6662
No log	0.4849	402	2.5577	0.2664	2.5577	1.5993
No log	0.4873	404	2.0365	0.2533	2.0365	1.4271
No log	0.4897	406	1.7456	0.2445	1.7456	1.3212
No log	0.4922	408	1.7835	0.2636	1.7835	1.3355
No log	0.4946	410	2.1020	0.3096	2.1020	1.4498
No log	0.4970	412	2.5329	0.3205	2.5329	1.5915
No log	0.4994	414	2.7015	0.3188	2.7015	1.6436
No log	0.5018	416	2.7148	0.3071	2.7148	1.6477
No log	0.5042	418	2.3466	0.3065	2.3466	1.5319
No log	0.5066	420	1.8667	0.3139	1.8667	1.3663
No log	0.5090	422	1.7402	0.2945	1.7402	1.3192
No log	0.5115	424	1.6036	0.3602	1.6036	1.2663
No log	0.5139	426	1.6688	0.3912	1.6688	1.2918
No log	0.5163	428	2.1386	0.3669	2.1386	1.4624
No log	0.5187	430	2.3594	0.3488	2.3594	1.5360
No log	0.5211	432	2.3496	0.3307	2.3496	1.5329
No log	0.5235	434	2.0914	0.3457	2.0914	1.4462
No log	0.5259	436	1.6837	0.3658	1.6837	1.2976
No log	0.5283	438	1.3691	0.3303	1.3691	1.1701
No log	0.5308	440	1.4241	0.3031	1.4241	1.1934
No log	0.5332	442	1.7179	0.25	1.7179	1.3107
No log	0.5356	444	1.9643	0.3092	1.9643	1.4015
No log	0.5380	446	2.0612	0.3242	2.0612	1.4357
No log	0.5404	448	2.0927	0.3571	2.0927	1.4466
No log	0.5428	450	2.0487	0.3708	2.0487	1.4313
No log	0.5452	452	2.0077	0.3902	2.0077	1.4169
No log	0.5476	454	1.6673	0.4017	1.6673	1.2913
No log	0.5501	456	1.2736	0.5155	1.2736	1.1286
No log	0.5525	458	1.2839	0.5197	1.2839	1.1331
No log	0.5549	460	1.4971	0.3864	1.4971	1.2236
No log	0.5573	462	1.7171	0.3475	1.7171	1.3104
No log	0.5597	464	1.7368	0.3518	1.7368	1.3179
No log	0.5621	466	1.5257	0.3886	1.5257	1.2352
No log	0.5645	468	1.4740	0.4313	1.4740	1.2141
No log	0.5669	470	1.5731	0.4314	1.5731	1.2542
No log	0.5694	472	1.3178	0.4663	1.3178	1.1479
No log	0.5718	474	1.1651	0.5781	1.1651	1.0794
No log	0.5742	476	0.9543	0.556	0.9543	0.9769
No log	0.5766	478	1.0407	0.5929	1.0407	1.0201
No log	0.5790	480	1.3971	0.4952	1.3971	1.1820
No log	0.5814	482	2.0154	0.4081	2.0154	1.4196
No log	0.5838	484	2.1846	0.3765	2.1846	1.4780
No log	0.5862	486	1.8481	0.3973	1.8481	1.3594
No log	0.5887	488	1.4466	0.4363	1.4466	1.2027
No log	0.5911	490	1.4559	0.4363	1.4559	1.2066
No log	0.5935	492	1.5381	0.4074	1.5381	1.2402
No log	0.5959	494	1.5135	0.4748	1.5135	1.2302
No log	0.5983	496	1.4498	0.4857	1.4498	1.2041
No log	0.6007	498	1.7215	0.4795	1.7215	1.3121
0.4863	0.6031	500	2.1594	0.3864	2.1594	1.4695
0.4863	0.6055	502	2.0827	0.3679	2.0827	1.4431
0.4863	0.6080	504	1.8553	0.3739	1.8553	1.3621
0.4863	0.6104	506	1.8513	0.3790	1.8513	1.3606
0.4863	0.6128	508	1.6116	0.406	1.6116	1.2695
0.4863	0.6152	510	1.3086	0.4776	1.3086	1.1440
0.4863	0.6176	512	1.3814	0.4405	1.3814	1.1753
0.4863	0.6200	514	1.6216	0.4265	1.6216	1.2734
0.4863	0.6224	516	1.5453	0.4540	1.5453	1.2431
0.4863	0.6248	518	1.5776	0.4364	1.5776	1.2560
0.4863	0.6273	520	1.5709	0.4727	1.5709	1.2533
0.4863	0.6297	522	1.9355	0.3896	1.9355	1.3912
0.4863	0.6321	524	1.9738	0.3995	1.9738	1.4049
0.4863	0.6345	526	1.6325	0.4635	1.6325	1.2777
0.4863	0.6369	528	1.5522	0.4821	1.5522	1.2459
0.4863	0.6393	530	1.4661	0.4836	1.4661	1.2108
0.4863	0.6417	532	1.3616	0.4865	1.3616	1.1669
0.4863	0.6441	534	1.4413	0.4950	1.4413	1.2006
0.4863	0.6466	536	1.5071	0.4921	1.5071	1.2276
0.4863	0.6490	538	1.3221	0.4865	1.3221	1.1498
0.4863	0.6514	540	1.2472	0.4770	1.2472	1.1168
0.4863	0.6538	542	1.3719	0.4402	1.3719	1.1713
0.4863	0.6562	544	1.6550	0.4022	1.6550	1.2865
0.4863	0.6586	546	1.7019	0.4113	1.7019	1.3046
0.4863	0.6610	548	1.4099	0.4727	1.4099	1.1874
0.4863	0.6634	550	1.0850	0.6331	1.0850	1.0416
0.4863	0.6659	552	1.0977	0.6371	1.0977	1.0477
0.4863	0.6683	554	1.3332	0.5491	1.3332	1.1547
0.4863	0.6707	556	1.3515	0.5645	1.3515	1.1625
0.4863	0.6731	558	1.1246	0.6103	1.1246	1.0605
0.4863	0.6755	560	0.9092	0.6589	0.9092	0.9535
0.4863	0.6779	562	0.9318	0.6589	0.9318	0.9653
0.4863	0.6803	564	1.1864	0.5426	1.1864	1.0892
0.4863	0.6828	566	1.5184	0.4122	1.5184	1.2322
0.4863	0.6852	568	1.5790	0.3911	1.5790	1.2566
0.4863	0.6876	570	1.3754	0.4954	1.3754	1.1728
0.4863	0.6900	572	1.1005	0.4919	1.1005	1.0491
0.4863	0.6924	574	0.9398	0.5943	0.9398	0.9694
0.4863	0.6948	576	1.0302	0.6331	1.0302	1.0150
0.4863	0.6972	578	1.1099	0.6103	1.1099	1.0535
0.4863	0.6996	580	1.3818	0.4941	1.3818	1.1755
0.4863	0.7021	582	1.3674	0.4941	1.3674	1.1694
0.4863	0.7045	584	1.1069	0.6408	1.1069	1.0521
0.4863	0.7069	586	0.8392	0.5970	0.8392	0.9161
0.4863	0.7093	588	0.7858	0.5970	0.7858	0.8865
0.4863	0.7117	590	0.8933	0.5831	0.8933	0.9452
0.4863	0.7141	592	1.2077	0.5710	1.2077	1.0990
0.4863	0.7165	594	1.5318	0.4559	1.5318	1.2377
0.4863	0.7189	596	1.6405	0.4385	1.6405	1.2808
0.4863	0.7214	598	1.5336	0.4561	1.5336	1.2384
0.4863	0.7238	600	1.1742	0.5816	1.1742	1.0836
0.4863	0.7262	602	1.0756	0.6408	1.0756	1.0371
0.4863	0.7286	604	1.2343	0.541	1.2343	1.1110
0.4863	0.7310	606	1.2755	0.5636	1.2755	1.1294
0.4863	0.7334	608	1.2195	0.5480	1.2195	1.1043
0.4863	0.7358	610	1.1627	0.5816	1.1627	1.0783
0.4863	0.7382	612	1.0857	0.61	1.0857	1.0420
0.4863	0.7407	614	1.2494	0.541	1.2494	1.1177
0.4863	0.7431	616	1.2641	0.541	1.2641	1.1243
0.4863	0.7455	618	1.2472	0.541	1.2472	1.1168
0.4863	0.7479	620	1.4201	0.4664	1.4201	1.1917
0.4863	0.7503	622	1.6024	0.4188	1.6024	1.2659
0.4863	0.7527	624	1.5445	0.4233	1.5445	1.2428
0.4863	0.7551	626	1.3957	0.3993	1.3957	1.1814
0.4863	0.7575	628	1.0794	0.5426	1.0794	1.0389
0.4863	0.7600	630	0.9475	0.6316	0.9475	0.9734
0.4863	0.7624	632	0.9773	0.6229	0.9773	0.9886
0.4863	0.7648	634	1.1069	0.6214	1.1069	1.0521
0.4863	0.7672	636	1.1481	0.5871	1.1481	1.0715
0.4863	0.7696	638	0.9720	0.6331	0.9720	0.9859
0.4863	0.7720	640	0.9571	0.6062	0.9571	0.9783
0.4863	0.7744	642	1.1537	0.5408	1.1537	1.0741
0.4863	0.7768	644	1.3091	0.4451	1.3091	1.1442
0.4863	0.7793	646	1.3205	0.4451	1.3205	1.1492
0.4863	0.7817	648	1.0519	0.6092	1.0519	1.0256
0.4863	0.7841	650	0.8699	0.6093	0.8699	0.9327
0.4863	0.7865	652	0.8700	0.6316	0.8700	0.9328
0.4863	0.7889	654	0.9291	0.6322	0.9291	0.9639
0.4863	0.7913	656	1.1495	0.5953	1.1495	1.0722
0.4863	0.7937	658	1.3662	0.5029	1.3662	1.1689
0.4863	0.7961	660	1.2851	0.5217	1.2851	1.1336
0.4863	0.7986	662	1.2028	0.5143	1.2028	1.0967
0.4863	0.8010	664	1.3304	0.4950	1.3304	1.1534
0.4863	0.8034	666	1.2954	0.5140	1.2954	1.1381
0.4863	0.8058	668	1.1040	0.625	1.1040	1.0507
0.4863	0.8082	670	1.0509	0.5972	1.0509	1.0251
0.4863	0.8106	672	1.2459	0.5056	1.2459	1.1162
0.4863	0.8130	674	1.2984	0.4520	1.2984	1.1395
0.4863	0.8154	676	1.3951	0.4082	1.3951	1.1811
0.4863	0.8179	678	1.5590	0.3732	1.5590	1.2486
0.4863	0.8203	680	1.4885	0.4092	1.4885	1.2201
0.4863	0.8227	682	1.2666	0.4860	1.2666	1.1254
0.4863	0.8251	684	1.1801	0.5337	1.1801	1.0863
0.4863	0.8275	686	1.2435	0.5286	1.2435	1.1151
0.4863	0.8299	688	1.4272	0.4442	1.4272	1.1946
0.4863	0.8323	690	1.3150	0.4630	1.3150	1.1468
0.4863	0.8347	692	1.2540	0.5318	1.2540	1.1198
0.4863	0.8372	694	1.2751	0.5389	1.2751	1.1292
0.4863	0.8396	696	1.2566	0.5389	1.2566	1.1210
0.4863	0.8420	698	1.3269	0.4626	1.3269	1.1519
0.4863	0.8444	700	1.3054	0.4401	1.3054	1.1425
0.4863	0.8468	702	1.2338	0.4864	1.2338	1.1108
0.4863	0.8492	704	1.1811	0.5263	1.1811	1.0868
0.4863	0.8516	706	1.1041	0.5748	1.1041	1.0507
0.4863	0.8540	708	1.2095	0.5322	1.2095	1.0998
0.4863	0.8565	710	1.5560	0.4535	1.5560	1.2474
0.4863	0.8589	712	1.8160	0.4271	1.8160	1.3476
0.4863	0.8613	714	1.6740	0.4270	1.6740	1.2938
0.4863	0.8637	716	1.4979	0.4801	1.4979	1.2239
0.4863	0.8661	718	1.4561	0.4512	1.4561	1.2067
0.4863	0.8685	720	1.3484	0.4499	1.3484	1.1612
0.4863	0.8709	722	1.1459	0.5401	1.1459	1.0705
0.4863	0.8733	724	1.0860	0.5424	1.0860	1.0421
0.4863	0.8758	726	1.2708	0.5075	1.2708	1.1273
0.4863	0.8782	728	1.6929	0.4006	1.6929	1.3011
0.4863	0.8806	730	1.7908	0.3717	1.7908	1.3382
0.4863	0.8830	732	1.6047	0.3855	1.6047	1.2668
0.4863	0.8854	734	1.2742	0.5089	1.2742	1.1288
0.4863	0.8878	736	1.0578	0.5276	1.0578	1.0285
0.4863	0.8902	738	1.0009	0.6133	1.0009	1.0005
0.4863	0.8926	740	1.1395	0.5638	1.1395	1.0675
0.4863	0.8951	742	1.2603	0.5148	1.2603	1.1226
0.4863	0.8975	744	1.1953	0.5705	1.1953	1.0933
0.4863	0.8999	746	1.0928	0.5777	1.0928	1.0454
0.4863	0.9023	748	1.1198	0.4955	1.1198	1.0582
0.4863	0.9047	750	1.1534	0.4924	1.1534	1.0740
0.4863	0.9071	752	1.1703	0.5160	1.1703	1.0818
0.4863	0.9095	754	1.2996	0.4962	1.2996	1.1400
0.4863	0.9119	756	1.4301	0.4711	1.4301	1.1959
0.4863	0.9144	758	1.3749	0.4815	1.3749	1.1726
0.4863	0.9168	760	1.1279	0.5239	1.1279	1.0620
0.4863	0.9192	762	0.8923	0.6520	0.8923	0.9446
0.4863	0.9216	764	0.8871	0.6520	0.8871	0.9419
0.4863	0.9240	766	1.1054	0.61	1.1054	1.0514
0.4863	0.9264	768	1.2675	0.4948	1.2675	1.1258
0.4863	0.9288	770	1.3100	0.5111	1.3100	1.1446
0.4863	0.9312	772	1.1380	0.5500	1.1380	1.0668
0.4863	0.9337	774	1.1668	0.5500	1.1668	1.0802
0.4863	0.9361	776	1.3824	0.4831	1.3824	1.1758
0.4863	0.9385	778	1.6297	0.4342	1.6297	1.2766
0.4863	0.9409	780	1.6856	0.3977	1.6856	1.2983
0.4863	0.9433	782	1.4478	0.4731	1.4478	1.2032
0.4863	0.9457	784	1.1368	0.5424	1.1368	1.0662
0.4863	0.9481	786	0.9988	0.5991	0.9988	0.9994
0.4863	0.9505	788	0.9852	0.5991	0.9852	0.9926
0.4863	0.9530	790	1.1637	0.5663	1.1637	1.0787
0.4863	0.9554	792	1.1931	0.5663	1.1931	1.0923
0.4863	0.9578	794	1.0651	0.6019	1.0651	1.0320
0.4863	0.9602	796	0.9561	0.5991	0.9561	0.9778
0.4863	0.9626	798	0.9255	0.5527	0.9255	0.9620
0.4863	0.9650	800	0.9742	0.5527	0.9742	0.9870
0.4863	0.9674	802	1.1126	0.5488	1.1126	1.0548
0.4863	0.9698	804	1.2678	0.5061	1.2678	1.1260
0.4863	0.9723	806	1.4011	0.5011	1.4011	1.1837
0.4863	0.9747	808	1.5790	0.4240	1.5790	1.2566
0.4863	0.9771	810	1.4650	0.5011	1.4650	1.2104
0.4863	0.9795	812	1.2560	0.4617	1.2560	1.1207
0.4863	0.9819	814	0.9837	0.5909	0.9837	0.9918
0.4863	0.9843	816	0.8848	0.6093	0.8848	0.9406
0.4863	0.9867	818	0.9224	0.6410	0.9224	0.9604
0.4863	0.9891	820	1.0309	0.6097	1.0309	1.0153
0.4863	0.9916	822	1.2352	0.5152	1.2352	1.1114
0.4863	0.9940	824	1.3203	0.4515	1.3203	1.1490
0.4863	0.9964	826	1.3312	0.4628	1.3312	1.1538
0.4863	0.9988	828	1.1671	0.6287	1.1671	1.0803
0.4863	1.0012	830	1.0027	0.604	1.0027	1.0014
0.4863	1.0036	832	0.9149	0.6014	0.9149	0.9565
0.4863	1.0060	834	0.9797	0.5726	0.9797	0.9898
0.4863	1.0084	836	1.1151	0.5426	1.1151	1.0560
0.4863	1.0109	838	1.1700	0.4649	1.1700	1.0817
0.4863	1.0133	840	1.1037	0.5748	1.1037	1.0505
0.4863	1.0157	842	1.0492	0.6240	1.0492	1.0243
0.4863	1.0181	844	0.9074	0.6322	0.9074	0.9526
0.4863	1.0205	846	0.8937	0.6322	0.8937	0.9454
0.4863	1.0229	848	0.9660	0.5986	0.9660	0.9828
0.4863	1.0253	850	1.0241	0.6164	1.0241	1.0120
0.4863	1.0277	852	1.0648	0.6062	1.0648	1.0319
0.4863	1.0302	854	1.0253	0.604	1.0253	1.0126
0.4863	1.0326	856	0.9971	0.6322	0.9971	0.9985
0.4863	1.0350	858	0.9956	0.6322	0.9956	0.9978
0.4863	1.0374	860	1.0359	0.604	1.0359	1.0178
0.4863	1.0398	862	1.0899	0.6115	1.0899	1.0440
0.4863	1.0422	864	0.9581	0.5929	0.9581	0.9788
0.4863	1.0446	866	0.9232	0.604	0.9232	0.9608
0.4863	1.0470	868	0.8819	0.604	0.8819	0.9391
0.4863	1.0495	870	0.7885	0.6293	0.7885	0.8880
0.4863	1.0519	872	0.7954	0.6293	0.7954	0.8918
0.4863	1.0543	874	0.8877	0.604	0.8877	0.9422
0.4863	1.0567	876	1.0710	0.5781	1.0710	1.0349
0.4863	1.0591	878	1.2834	0.5135	1.2834	1.1329
0.4863	1.0615	880	1.5476	0.4808	1.5476	1.2440
0.4863	1.0639	882	1.7326	0.4043	1.7326	1.3163
0.4863	1.0663	884	1.5445	0.4808	1.5445	1.2428
0.4863	1.0688	886	1.1932	0.5592	1.1932	1.0923
0.4863	1.0712	888	1.0200	0.5668	1.0200	1.0100
0.4863	1.0736	890	1.0130	0.5512	1.0130	1.0065
0.4863	1.0760	892	1.1747	0.5590	1.1747	1.0838
0.4863	1.0784	894	1.4344	0.4814	1.4344	1.1977
0.4863	1.0808	896	1.5402	0.4635	1.5402	1.2410
0.4863	1.0832	898	1.6126	0.4631	1.6126	1.2699
0.4863	1.0856	900	1.4110	0.4545	1.4110	1.1879
0.4863	1.0881	902	1.1884	0.5909	1.1884	1.0902
0.4863	1.0905	904	1.0705	0.5880	1.0705	1.0347
0.4863	1.0929	906	1.1878	0.5909	1.1878	1.0899
0.4863	1.0953	908	1.3142	0.4745	1.3142	1.1464
0.4863	1.0977	910	1.5460	0.4265	1.5460	1.2434
0.4863	1.1001	912	1.4788	0.4313	1.4788	1.2160
0.4863	1.1025	914	1.2087	0.5443	1.2087	1.0994
0.4863	1.1049	916	1.0877	0.5733	1.0877	1.0429
0.4863	1.1074	918	1.0832	0.5733	1.0832	1.0408
0.4863	1.1098	920	1.1760	0.5465	1.1760	1.0844
0.4863	1.1122	922	1.3424	0.4823	1.3424	1.1586
0.4863	1.1146	924	1.4379	0.4400	1.4379	1.1991
0.4863	1.1170	926	1.4092	0.4400	1.4092	1.1871
0.4863	1.1194	928	1.1689	0.5645	1.1689	1.0812
0.4863	1.1218	930	1.0534	0.5562	1.0534	1.0263
0.4863	1.1242	932	1.0275	0.5562	1.0275	1.0137
0.4863	1.1267	934	1.0907	0.5488	1.0907	1.0444
0.4863	1.1291	936	1.3080	0.4956	1.3080	1.1437
0.4863	1.1315	938	1.4574	0.4543	1.4574	1.2072
0.4863	1.1339	940	1.5520	0.4460	1.5520	1.2458
0.4863	1.1363	942	1.5347	0.4287	1.5347	1.2388
0.4863	1.1387	944	1.4032	0.4253	1.4032	1.1846
0.4863	1.1411	946	1.2227	0.4432	1.2227	1.1058
0.4863	1.1435	948	1.1727	0.4786	1.1727	1.0829
0.4863	1.1460	950	1.1508	0.5109	1.1508	1.0728
0.4863	1.1484	952	1.2134	0.5109	1.2134	1.1015
0.4863	1.1508	954	1.1770	0.5590	1.1770	1.0849
0.4863	1.1532	956	1.2184	0.5714	1.2184	1.1038
0.4863	1.1556	958	1.2021	0.5590	1.2021	1.0964
0.4863	1.1580	960	1.0927	0.5590	1.0927	1.0453
0.4863	1.1604	962	1.1016	0.5312	1.1016	1.0496
0.4863	1.1628	964	1.2659	0.5066	1.2659	1.1251
0.4863	1.1653	966	1.3618	0.5224	1.3618	1.1670
0.4863	1.1677	968	1.3094	0.4872	1.3094	1.1443
0.4863	1.1701	970	1.2163	0.5085	1.2163	1.1029
0.4863	1.1725	972	1.1642	0.5403	1.1642	1.0790
0.4863	1.1749	974	1.1006	0.6132	1.1006	1.0491
0.4863	1.1773	976	1.1896	0.5257	1.1896	1.0907
0.4863	1.1797	978	1.3950	0.4316	1.3950	1.1811
0.4863	1.1821	980	1.5149	0.4695	1.5149	1.2308
0.4863	1.1846	982	1.6334	0.4138	1.6334	1.2781
0.4863	1.1870	984	1.5588	0.375	1.5588	1.2485
0.4863	1.1894	986	1.3080	0.4609	1.3080	1.1437
0.4863	1.1918	988	1.0620	0.5565	1.0620	1.0305
0.4863	1.1942	990	1.0051	0.625	1.0051	1.0025
0.4863	1.1966	992	1.0503	0.6260	1.0503	1.0248
0.4863	1.1990	994	1.1720	0.4988	1.1720	1.0826
0.4863	1.2014	996	1.1622	0.5291	1.1622	1.0781
0.4863	1.2039	998	1.2621	0.4941	1.2621	1.1234
0.1413	1.2063	1000	1.1389	0.6269	1.1389	1.0672
0.1413	1.2087	1002	1.0642	0.6260	1.0642	1.0316
0.1413	1.2111	1004	1.1495	0.5667	1.1495	1.0721
0.1413	1.2135	1006	1.2532	0.5167	1.2532	1.1195
0.1413	1.2159	1008	1.2467	0.5286	1.2467	1.1165
0.1413	1.2183	1010	1.1567	0.5013	1.1567	1.0755
0.1413	1.2207	1012	1.0127	0.5562	1.0127	1.0063
0.1413	1.2232	1014	0.9622	0.5943	0.9622	0.9809
0.1413	1.2256	1016	1.0829	0.5489	1.0829	1.0406
0.1413	1.2280	1018	1.4095	0.5185	1.4095	1.1872
0.1413	1.2304	1020	1.6828	0.4177	1.6828	1.2972
0.1413	1.2328	1022	1.6391	0.4418	1.6391	1.2803
0.1413	1.2352	1024	1.5150	0.4600	1.5150	1.2309
0.1413	1.2376	1026	1.2516	0.4867	1.2516	1.1188
0.1413	1.2400	1028	1.1212	0.5027	1.1212	1.0589
0.1413	1.2425	1030	1.1917	0.4776	1.1917	1.0917
0.1413	1.2449	1032	1.4722	0.4209	1.4722	1.2134
0.1413	1.2473	1034	1.5958	0.4174	1.5958	1.2632
0.1413	1.2497	1036	1.5859	0.4174	1.5859	1.2593
0.1413	1.2521	1038	1.6239	0.4174	1.6239	1.2743
0.1413	1.2545	1040	1.5558	0.4440	1.5558	1.2473
0.1413	1.2569	1042	1.4857	0.4441	1.4857	1.2189
0.1413	1.2593	1044	1.4810	0.4801	1.4810	1.2170
0.1413	1.2618	1046	1.7006	0.4436	1.7006	1.3041
0.1413	1.2642	1048	1.6474	0.4437	1.6474	1.2835
0.1413	1.2666	1050	1.3175	0.5010	1.3175	1.1478
0.1413	1.2690	1052	0.9207	0.6520	0.9207	0.9596
0.1413	1.2714	1054	0.7162	0.6507	0.7162	0.8463
0.1413	1.2738	1056	0.7160	0.6507	0.7160	0.8462
0.1413	1.2762	1058	0.8644	0.6520	0.8644	0.9297
0.1413	1.2786	1060	1.2211	0.5355	1.2211	1.1050
0.1413	1.2811	1062	1.4764	0.4439	1.4764	1.2151
0.1413	1.2835	1064	1.5189	0.4342	1.5189	1.2324
0.1413	1.2859	1066	1.5033	0.4439	1.5033	1.2261
0.1413	1.2883	1068	1.2537	0.4748	1.2537	1.1197
0.1413	1.2907	1070	1.0005	0.6019	1.0005	1.0002
0.1413	1.2931	1072	0.8976	0.6529	0.8976	0.9474
0.1413	1.2955	1074	0.8997	0.6812	0.8997	0.9485
0.1413	1.2979	1076	0.9787	0.6150	0.9787	0.9893
0.1413	1.3004	1078	1.1896	0.5692	1.1896	1.0907
0.1413	1.3028	1080	1.3178	0.5211	1.3178	1.1480
0.1413	1.3052	1082	1.2276	0.5491	1.2276	1.1080
0.1413	1.3076	1084	1.1187	0.5692	1.1187	1.0577
0.1413	1.3100	1086	1.0366	0.5940	1.0366	1.0181
0.1413	1.3124	1088	0.9553	0.6327	0.9553	0.9774
0.1413	1.3148	1090	0.8351	0.6812	0.8351	0.9138
0.1413	1.3172	1092	0.8219	0.6812	0.8219	0.9066
0.1413	1.3197	1094	0.9396	0.6062	0.9396	0.9693
0.1413	1.3221	1096	1.1445	0.6075	1.1445	1.0698
0.1413	1.3245	1098	1.1596	0.5868	1.1596	1.0769
0.1413	1.3269	1100	0.9756	0.6371	0.9756	0.9877
0.1413	1.3293	1102	0.8498	0.6240	0.8498	0.9218
0.1413	1.3317	1104	0.6681	0.6355	0.6681	0.8174
0.1413	1.3341	1106	0.6231	0.6321	0.6231	0.7894
0.1413	1.3366	1108	0.6568	0.6814	0.6568	0.8104
0.1413	1.3390	1110	0.8430	0.6115	0.8430	0.9182
0.1413	1.3414	1112	1.3017	0.5868	1.3017	1.1409
0.1413	1.3438	1114	1.8588	0.4204	1.8588	1.3634
0.1413	1.3462	1116	2.0956	0.3867	2.0956	1.4476
0.1413	1.3486	1118	1.9996	0.3617	1.9996	1.4141
0.1413	1.3510	1120	1.7382	0.3612	1.7382	1.3184
0.1413	1.3534	1122	1.4690	0.3422	1.4690	1.2120
0.1413	1.3559	1124	1.2108	0.5013	1.2108	1.1004
0.1413	1.3583	1126	1.0339	0.5808	1.0339	1.0168
0.1413	1.3607	1128	0.9589	0.6240	0.9589	0.9793
0.1413	1.3631	1130	0.9177	0.6115	0.9177	0.9580
0.1413	1.3655	1132	1.0204	0.6075	1.0204	1.0101
0.1413	1.3679	1134	1.0990	0.6075	1.0990	1.0483
0.1413	1.3703	1136	1.1353	0.6075	1.1353	1.0655
0.1413	1.3727	1138	1.0632	0.6335	1.0632	1.0311
0.1413	1.3752	1140	1.0585	0.6113	1.0585	1.0288
0.1413	1.3776	1142	1.0517	0.6390	1.0517	1.0255
0.1413	1.3800	1144	0.9826	0.6189	0.9826	0.9913
0.1413	1.3824	1146	0.9818	0.6189	0.9818	0.9909
0.1413	1.3848	1148	0.9780	0.6322	0.9780	0.9889
0.1413	1.3872	1150	1.0636	0.6506	1.0636	1.0313
0.1413	1.3896	1152	1.2455	0.5355	1.2455	1.1160
0.1413	1.3920	1154	1.1561	0.6146	1.1561	1.0752
0.1413	1.3945	1156	1.2064	0.5338	1.2064	1.0984
0.1413	1.3969	1158	1.4188	0.5010	1.4188	1.1911
0.1413	1.3993	1160	1.4248	0.4821	1.4248	1.1936
0.1413	1.4017	1162	1.3320	0.5296	1.3320	1.1541
0.1413	1.4041	1164	1.2362	0.5737	1.2362	1.1118
0.1413	1.4065	1166	1.1541	0.5408	1.1541	1.0743
0.1413	1.4089	1168	1.0820	0.5742	1.0820	1.0402
0.1413	1.4113	1170	1.0972	0.5928	1.0972	1.0475
0.1413	1.4138	1172	1.1879	0.5063	1.1879	1.0899
0.1413	1.4162	1174	1.1798	0.5480	1.1798	1.0862
0.1413	1.4186	1176	1.1539	0.5928	1.1539	1.0742
0.1413	1.4210	1178	1.1054	0.5928	1.1054	1.0514
0.1413	1.4234	1180	1.0270	0.6029	1.0270	1.0134
0.1413	1.4258	1182	0.9704	0.6316	0.9704	0.9851
0.1413	1.4282	1184	0.9057	0.6316	0.9057	0.9517
0.1413	1.4306	1186	0.9841	0.6437	0.9841	0.9920
0.1413	1.4331	1188	1.1476	0.5594	1.1476	1.0713
0.1413	1.4355	1190	1.2462	0.4927	1.2462	1.1163
0.1413	1.4379	1192	1.1851	0.5424	1.1851	1.0886
0.1413	1.4403	1194	1.0732	0.6392	1.0732	1.0360
0.1413	1.4427	1196	0.9653	0.6520	0.9653	0.9825
0.1413	1.4451	1198	0.9784	0.6926	0.9784	0.9892
0.1413	1.4475	1200	1.0093	0.6057	1.0093	1.0046
0.1413	1.4499	1202	1.0048	0.6010	1.0048	1.0024
0.1413	1.4524	1204	1.0964	0.5549	1.0964	1.0471
0.1413	1.4548	1206	1.2418	0.5389	1.2418	1.1143
0.1413	1.4572	1208	1.2113	0.5594	1.2113	1.1006
0.1413	1.4596	1210	1.0670	0.5799	1.0670	1.0330
0.1413	1.4620	1212	0.9619	0.6179	0.9619	0.9808
0.1413	1.4644	1214	0.9937	0.5720	0.9937	0.9969
0.1413	1.4668	1216	0.9898	0.5678	0.9898	0.9949
0.1413	1.4692	1218	1.1266	0.5215	1.1266	1.0614
0.1413	1.4717	1220	1.3122	0.4906	1.3122	1.1455
0.1413	1.4741	1222	1.5147	0.4788	1.5147	1.2308
0.1413	1.4765	1224	1.4448	0.4794	1.4448	1.2020
0.1413	1.4789	1226	1.1927	0.5884	1.1927	1.0921
0.1413	1.4813	1228	0.9585	0.6130	0.9585	0.9790
0.1413	1.4837	1230	0.9363	0.6185	0.9363	0.9676
0.1413	1.4861	1232	0.9730	0.6445	0.9730	0.9864
0.1413	1.4885	1234	0.9969	0.6087	0.9969	0.9985
0.1413	1.4910	1236	1.0311	0.5784	1.0311	1.0154
0.1413	1.4934	1238	0.9692	0.6408	0.9692	0.9845
0.1413	1.4958	1240	0.9979	0.5615	0.9979	0.9989
0.1413	1.4982	1242	0.9760	0.6092	0.9760	0.9879
0.1413	1.5006	1244	0.9763	0.6092	0.9763	0.9881
0.1413	1.5030	1246	1.1039	0.5909	1.1039	1.0506
0.1413	1.5054	1248	1.1101	0.5797	1.1101	1.0536
0.1413	1.5078	1250	0.9689	0.6063	0.9689	0.9843
0.1413	1.5103	1252	0.8533	0.6410	0.8533	0.9237
0.1413	1.5127	1254	0.8208	0.6260	0.8208	0.9060
0.1413	1.5151	1256	0.8777	0.5679	0.8777	0.9369
0.1413	1.5175	1258	0.9182	0.6321	0.9182	0.9582
0.1413	1.5199	1260	0.9580	0.6103	0.9580	0.9788
0.1413	1.5223	1262	0.9319	0.6009	0.9319	0.9654
0.1413	1.5247	1264	0.8673	0.6369	0.8673	0.9313
0.1413	1.5271	1266	0.9370	0.6287	0.9370	0.9680
0.1413	1.5296	1268	1.0630	0.5967	1.0630	1.0310
0.1413	1.5320	1270	1.1896	0.5404	1.1896	1.0907
0.1413	1.5344	1272	1.1826	0.5521	1.1826	1.0875
0.1413	1.5368	1274	1.0762	0.6077	1.0762	1.0374
0.1413	1.5392	1276	0.8987	0.6322	0.8987	0.9480
0.1413	1.5416	1278	0.8504	0.6322	0.8504	0.9222
0.1413	1.5440	1280	0.7902	0.6410	0.7902	0.8889
0.1413	1.5464	1282	0.7655	0.6195	0.7655	0.8749
0.1413	1.5489	1284	0.8558	0.6322	0.8558	0.9251
0.1413	1.5513	1286	0.9412	0.6115	0.9412	0.9702
0.1413	1.5537	1288	0.9395	0.6115	0.9395	0.9693
0.1413	1.5561	1290	0.8410	0.6322	0.8410	0.9171
0.1413	1.5585	1292	0.8261	0.6616	0.8261	0.9089
0.1413	1.5609	1294	0.8026	0.6195	0.8026	0.8959
0.1413	1.5633	1296	0.9039	0.6189	0.9039	0.9508
0.1413	1.5657	1298	1.0249	0.6390	1.0249	1.0124
0.1413	1.5682	1300	1.0693	0.5512	1.0693	1.0341
0.1413	1.5706	1302	1.1292	0.5568	1.1292	1.0626
0.1413	1.5730	1304	1.0910	0.5424	1.0910	1.0445
0.1413	1.5754	1306	1.0191	0.5543	1.0191	1.0095
0.1413	1.5778	1308	0.9703	0.6331	0.9703	0.9851
0.1413	1.5802	1310	1.0338	0.5390	1.0338	1.0167
0.1413	1.5826	1312	1.1059	0.5443	1.1059	1.0516
0.1413	1.5850	1314	1.0724	0.5938	1.0724	1.0356
0.1413	1.5875	1316	0.9632	0.6113	0.9632	0.9814
0.1413	1.5899	1318	0.9784	0.5748	0.9784	0.9891
0.1413	1.5923	1320	0.9409	0.5702	0.9409	0.9700
0.1413	1.5947	1322	0.9769	0.6019	0.9769	0.9884
0.1413	1.5971	1324	1.1223	0.5860	1.1223	1.0594
0.1413	1.5995	1326	1.1688	0.55	1.1688	1.0811
0.1413	1.6019	1328	1.1979	0.5263	1.1979	1.0945
0.1413	1.6043	1330	1.1316	0.5649	1.1316	1.0638
0.1413	1.6068	1332	1.1080	0.5399	1.1080	1.0526
0.1413	1.6092	1334	1.1080	0.5399	1.1080	1.0526
0.1413	1.6116	1336	0.9960	0.6129	0.9960	0.9980
0.1413	1.6140	1338	0.9405	0.5920	0.9405	0.9698
0.1413	1.6164	1340	0.9069	0.5808	0.9069	0.9523
0.1413	1.6188	1342	0.8673	0.5808	0.8673	0.9313
0.1413	1.6212	1344	0.9260	0.5808	0.9260	0.9623
0.1413	1.6236	1346	0.9092	0.6189	0.9092	0.9535
0.1413	1.6261	1348	0.9083	0.6189	0.9083	0.9531
0.1413	1.6285	1350	0.9158	0.6189	0.9158	0.9569
0.1413	1.6309	1352	0.8707	0.6616	0.8707	0.9331
0.1413	1.6333	1354	0.8124	0.5859	0.8124	0.9014
0.1413	1.6357	1356	0.8527	0.6616	0.8527	0.9234
0.1413	1.6381	1358	0.9627	0.5846	0.9627	0.9812
0.1413	1.6405	1360	0.9994	0.5663	0.9994	0.9997
0.1413	1.6429	1362	0.9854	0.5663	0.9854	0.9926
0.1413	1.6454	1364	1.0858	0.5663	1.0858	1.0420
0.1413	1.6478	1366	1.3909	0.5185	1.3909	1.1794
0.1413	1.6502	1368	1.5581	0.4535	1.5581	1.2483
0.1413	1.6526	1370	1.5177	0.3929	1.5177	1.2320
0.1413	1.6550	1372	1.2774	0.4748	1.2774	1.1302
0.1413	1.6574	1374	0.9732	0.5310	0.9732	0.9865
0.1413	1.6598	1376	0.8274	0.5676	0.8274	0.9096
0.1413	1.6622	1378	0.8105	0.5676	0.8105	0.9003
0.1413	1.6647	1380	0.8877	0.5616	0.8877	0.9422
0.1413	1.6671	1382	1.1206	0.5337	1.1206	1.0586
0.1413	1.6695	1384	1.3722	0.5299	1.3722	1.1714
0.1413	1.6719	1386	1.4655	0.4523	1.4655	1.2106
0.1413	1.6743	1388	1.3326	0.5048	1.3326	1.1544
0.1413	1.6767	1390	1.1278	0.5	1.1278	1.0620
0.1413	1.6791	1392	1.0055	0.5043	1.0055	1.0027
0.1413	1.6815	1394	0.9971	0.5043	0.9971	0.9986
0.1413	1.6840	1396	1.1056	0.5014	1.1056	1.0515
0.1413	1.6864	1398	1.3441	0.4962	1.3441	1.1594
0.1413	1.6888	1400	1.4702	0.3950	1.4702	1.2125
0.1413	1.6912	1402	1.3836	0.4825	1.3836	1.1763
0.1413	1.6936	1404	1.1611	0.5	1.1611	1.0775
0.1413	1.6960	1406	1.0302	0.5041	1.0302	1.0150
0.1413	1.6984	1408	0.8701	0.5909	0.8701	0.9328
0.1413	1.7008	1410	0.8056	0.5431	0.8056	0.8976
0.1413	1.7033	1412	0.8360	0.5909	0.8360	0.9143
0.1413	1.7057	1414	0.9736	0.5846	0.9736	0.9867
0.1413	1.7081	1416	1.1069	0.5909	1.1069	1.0521
0.1413	1.7105	1418	1.1781	0.5479	1.1781	1.0854
0.1413	1.7129	1420	1.0572	0.5846	1.0572	1.0282
0.1413	1.7153	1422	0.9696	0.6150	0.9696	0.9847
0.1413	1.7177	1424	0.9554	0.5840	0.9554	0.9774
0.1413	1.7201	1426	0.9529	0.6132	0.9529	0.9762
0.1413	1.7226	1428	1.0487	0.5825	1.0487	1.0241
0.1413	1.7250	1430	1.1812	0.5337	1.1812	1.0868
0.1413	1.7274	1432	1.2125	0.5422	1.2125	1.1011
0.1413	1.7298	1434	1.0766	0.5825	1.0766	1.0376
0.1413	1.7322	1436	0.9291	0.6132	0.9291	0.9639
0.1413	1.7346	1438	0.8734	0.6132	0.8734	0.9346
0.1413	1.7370	1440	0.8962	0.6150	0.8962	0.9467
0.1413	1.7394	1442	1.0455	0.5846	1.0455	1.0225
0.1413	1.7419	1444	1.1370	0.5788	1.1370	1.0663
0.1413	1.7443	1446	1.2879	0.5352	1.2879	1.1349
0.1413	1.7467	1448	1.2762	0.5071	1.2762	1.1297
0.1413	1.7491	1450	1.2249	0.5443	1.2249	1.1068
0.1413	1.7515	1452	1.1246	0.5698	1.1246	1.0605
0.1413	1.7539	1454	0.9408	0.55	0.9408	0.9700
0.1413	1.7563	1456	0.8661	0.5676	0.8661	0.9306
0.1413	1.7587	1458	0.8436	0.5676	0.8436	0.9185
0.1413	1.7612	1460	0.8375	0.6014	0.8375	0.9152
0.1413	1.7636	1462	0.9542	0.5867	0.9542	0.9768
0.1413	1.7660	1464	1.1678	0.5781	1.1678	1.0806
0.1413	1.7684	1466	1.2763	0.5473	1.2763	1.1298
0.1413	1.7708	1468	1.2241	0.5724	1.2241	1.1064
0.1413	1.7732	1470	1.0914	0.6033	1.0914	1.0447
0.1413	1.7756	1472	0.9471	0.5378	0.9471	0.9732
0.1413	1.7780	1474	0.9132	0.5124	0.9132	0.9556
0.1413	1.7805	1476	0.9774	0.5378	0.9774	0.9887
0.1413	1.7829	1478	1.0763	0.5920	1.0763	1.0374
0.1413	1.7853	1480	1.0566	0.5920	1.0566	1.0279
0.1413	1.7877	1482	1.1449	0.5761	1.1449	1.0700
0.1413	1.7901	1484	1.2995	0.5227	1.2995	1.1400
0.1413	1.7925	1486	1.2824	0.5636	1.2824	1.1324
0.1413	1.7949	1488	1.1360	0.5521	1.1360	1.0659
0.1413	1.7973	1490	1.0561	0.6129	1.0561	1.0277
0.1413	1.7998	1492	1.0865	0.5855	1.0865	1.0423
0.1413	1.8022	1494	1.1052	0.5855	1.1052	1.0513
0.1413	1.8046	1496	1.0862	0.5887	1.0862	1.0422
0.1413	1.8070	1498	1.0315	0.6019	1.0315	1.0156
0.118	1.8094	1500	1.0534	0.6019	1.0534	1.0264
0.118	1.8118	1502	1.0251	0.5702	1.0251	1.0125
0.118	1.8142	1504	0.9475	0.5909	0.9475	0.9734
0.118	1.8166	1506	0.8859	0.5909	0.8859	0.9412
0.118	1.8191	1508	0.9494	0.5909	0.9494	0.9744
0.118	1.8215	1510	1.0803	0.5698	1.0803	1.0394
0.118	1.8239	1512	1.2022	0.5269	1.2022	1.0965
0.118	1.8263	1514	1.1921	0.5385	1.1921	1.0918
0.118	1.8287	1516	1.0719	0.6092	1.0719	1.0353
0.118	1.8311	1518	1.0662	0.5825	1.0662	1.0326
0.118	1.8335	1520	1.0302	0.5825	1.0302	1.0150
0.118	1.8359	1522	0.8895	0.6189	0.8895	0.9431
0.118	1.8384	1524	0.8440	0.6014	0.8440	0.9187
0.118	1.8408	1526	0.8995	0.6189	0.8995	0.9484
0.118	1.8432	1528	0.9681	0.6189	0.9681	0.9839
0.118	1.8456	1530	1.0090	0.5512	1.0090	1.0045
0.118	1.8480	1532	1.1078	0.5593	1.1078	1.0525
0.118	1.8504	1534	1.0935	0.5488	1.0935	1.0457
0.118	1.8528	1536	1.0015	0.5955	1.0015	1.0007
0.118	1.8552	1538	0.8721	0.5278	0.8721	0.9339
0.118	1.8577	1540	0.8034	0.5645	0.8034	0.8964
0.118	1.8601	1542	0.8079	0.5645	0.8079	0.8988
0.118	1.8625	1544	0.8722	0.5124	0.8722	0.9339
0.118	1.8649	1546	0.9984	0.5850	0.9984	0.9992
0.118	1.8673	1548	1.0356	0.5850	1.0356	1.0176
0.118	1.8697	1550	0.9581	0.5850	0.9581	0.9788
0.118	1.8721	1552	0.9498	0.5850	0.9498	0.9746
0.118	1.8745	1554	0.9145	0.5991	0.9145	0.9563
0.118	1.8770	1556	0.9501	0.5840	0.9501	0.9747
0.118	1.8794	1558	1.0168	0.5562	1.0168	1.0084
0.118	1.8818	1560	1.0808	0.5512	1.0808	1.0396
0.118	1.8842	1562	1.1542	0.5568	1.1542	1.0744
0.118	1.8866	1564	1.3417	0.4113	1.3417	1.1583
0.118	1.8890	1566	1.4929	0.3903	1.4929	1.2218
0.118	1.8914	1568	1.5161	0.3772	1.5161	1.2313
0.118	1.8938	1570	1.3681	0.3808	1.3681	1.1697
0.118	1.8963	1572	1.1565	0.3974	1.1565	1.0754
0.118	1.8987	1574	1.0098	0.55	1.0098	1.0049
0.118	1.9011	1576	0.9078	0.5798	0.9078	0.9528
0.118	1.9035	1578	0.9073	0.5798	0.9073	0.9525
0.118	1.9059	1580	0.9967	0.5650	0.9967	0.9984
0.118	1.9083	1582	1.1837	0.4870	1.1837	1.0880
0.118	1.9107	1584	1.3483	0.4911	1.3483	1.1612
0.118	1.9131	1586	1.3433	0.4911	1.3433	1.1590
0.118	1.9156	1588	1.2599	0.4941	1.2599	1.1224
0.118	1.9180	1590	1.0740	0.5645	1.0740	1.0364
0.118	1.9204	1592	0.8672	0.6216	0.8672	0.9312
0.118	1.9228	1594	0.7258	0.5613	0.7258	0.8519
0.118	1.9252	1596	0.7095	0.5613	0.7095	0.8423
0.118	1.9276	1598	0.7497	0.6093	0.7497	0.8659
0.118	1.9300	1600	0.8825	0.5798	0.8825	0.9394
0.118	1.9324	1602	1.1723	0.5443	1.1723	1.0827
0.118	1.9349	1604	1.3827	0.38	1.3827	1.1759
0.118	1.9373	1606	1.4151	0.3810	1.4151	1.1896
0.118	1.9397	1608	1.2939	0.4154	1.2939	1.1375
0.118	1.9421	1610	1.0727	0.5817	1.0727	1.0357
0.118	1.9445	1612	0.8844	0.5798	0.8844	0.9404
0.118	1.9469	1614	0.8403	0.6216	0.8403	0.9167
0.118	1.9493	1616	0.8305	0.6093	0.8305	0.9113
0.118	1.9517	1618	0.8673	0.6216	0.8673	0.9313
0.118	1.9542	1620	0.9891	0.5808	0.9891	0.9945
0.118	1.9566	1622	1.2147	0.5160	1.2147	1.1021
0.118	1.9590	1624	1.3542	0.4340	1.3542	1.1637
0.118	1.9614	1626	1.3354	0.4312	1.3354	1.1556
0.118	1.9638	1628	1.1774	0.5322	1.1774	1.0851
0.118	1.9662	1630	0.9707	0.5331	0.9707	0.9852
0.118	1.9686	1632	0.8302	0.6216	0.8302	0.9111
0.118	1.9710	1634	0.8044	0.6216	0.8044	0.8969
0.118	1.9735	1636	0.8394	0.6216	0.8394	0.9162
0.118	1.9759	1638	0.9343	0.6220	0.9343	0.9666
0.118	1.9783	1640	0.9877	0.5951	0.9877	0.9938
0.118	1.9807	1642	0.9747	0.5951	0.9747	0.9873
0.118	1.9831	1644	0.9701	0.5951	0.9701	0.9849
0.118	1.9855	1646	0.9437	0.5645	0.9437	0.9714
0.118	1.9879	1648	1.0324	0.5512	1.0324	1.0161
0.118	1.9903	1650	1.1418	0.4870	1.1418	1.0686
0.118	1.9928	1652	1.0768	0.5568	1.0768	1.0377
0.118	1.9952	1654	0.9086	0.5645	0.9086	0.9532
0.118	1.9976	1656	0.8338	0.6390	0.8338	0.9131
0.118	2.0	1658	0.8187	0.6567	0.8187	0.9048
0.118	2.0024	1660	0.7735	0.6316	0.7735	0.8795
0.118	2.0048	1662	0.7296	0.6337	0.7296	0.8542
0.118	2.0072	1664	0.7585	0.6093	0.7585	0.8709
0.118	2.0097	1666	0.8752	0.6301	0.8752	0.9355
0.118	2.0121	1668	1.0727	0.5951	1.0727	1.0357
0.118	2.0145	1670	1.1328	0.5322	1.1328	1.0643
0.118	2.0169	1672	1.0476	0.5645	1.0476	1.0235
0.118	2.0193	1674	0.8931	0.6301	0.8931	0.9451
0.118	2.0217	1676	0.8108	0.6053	0.8108	0.9005
0.118	2.0241	1678	0.8268	0.6053	0.8268	0.9093
0.118	2.0265	1680	0.8342	0.5757	0.8342	0.9133
0.118	2.0290	1682	0.8742	0.6076	0.8742	0.9350
0.118	2.0314	1684	0.8241	0.6114	0.8241	0.9078
0.118	2.0338	1686	0.7433	0.6410	0.7433	0.8622
0.118	2.0362	1688	0.7023	0.6410	0.7023	0.8380
0.118	2.0386	1690	0.6653	0.5957	0.6653	0.8157
0.118	2.0410	1692	0.6762	0.6195	0.6762	0.8223
0.118	2.0434	1694	0.7504	0.6410	0.7504	0.8663
0.118	2.0458	1696	0.9054	0.6390	0.9054	0.9515
0.118	2.0483	1698	1.0624	0.5889	1.0624	1.0307
0.118	2.0507	1700	1.1348	0.5317	1.1348	1.0653
0.118	2.0531	1702	1.0713	0.5570	1.0713	1.0350
0.118	2.0555	1704	0.9635	0.5808	0.9635	0.9816
0.118	2.0579	1706	0.8570	0.6093	0.8570	0.9257
0.118	2.0603	1708	0.8120	0.6093	0.8120	0.9011
0.118	2.0627	1710	0.7827	0.6093	0.7827	0.8847
0.118	2.0651	1712	0.8100	0.6410	0.8100	0.9000
0.118	2.0676	1714	0.7774	0.6410	0.7774	0.8817
0.118	2.0700	1716	0.7374	0.6293	0.7374	0.8587
0.118	2.0724	1718	0.7209	0.6293	0.7209	0.8491
0.118	2.0748	1720	0.7349	0.6410	0.7349	0.8573
0.118	2.0772	1722	0.8264	0.6410	0.8264	0.9091
0.118	2.0796	1724	0.9546	0.6410	0.9546	0.9770
0.118	2.0820	1726	0.9715	0.6150	0.9715	0.9857
0.118	2.0844	1728	0.8950	0.6271	0.8950	0.9460
0.118	2.0869	1730	0.8058	0.6093	0.8058	0.8977
0.118	2.0893	1732	0.7714	0.5859	0.7714	0.8783
0.118	2.0917	1734	0.7706	0.5859	0.7706	0.8778
0.118	2.0941	1736	0.7753	0.6410	0.7753	0.8805
0.118	2.0965	1738	0.8430	0.6365	0.8430	0.9182
0.118	2.0989	1740	0.9783	0.6392	0.9783	0.9891
0.118	2.1013	1742	1.0264	0.6160	1.0264	1.0131
0.118	2.1037	1744	0.9606	0.6647	0.9606	0.9801
0.118	2.1062	1746	0.8243	0.6365	0.8243	0.9079
0.118	2.1086	1748	0.7334	0.6410	0.7334	0.8564
0.118	2.1110	1750	0.6822	0.5859	0.6822	0.8260
0.118	2.1134	1752	0.6897	0.5859	0.6897	0.8305
0.118	2.1158	1754	0.7332	0.6093	0.7332	0.8563
0.118	2.1182	1756	0.8181	0.6365	0.8181	0.9045
0.118	2.1206	1758	0.9825	0.6391	0.9825	0.9912
0.118	2.1230	1760	1.0948	0.5788	1.0948	1.0463
0.118	2.1255	1762	1.0741	0.5889	1.0741	1.0364
0.118	2.1279	1764	0.9568	0.6475	0.9568	0.9782
0.118	2.1303	1766	0.7957	0.6365	0.7957	0.8920
0.118	2.1327	1768	0.6945	0.5859	0.6945	0.8334
0.118	2.1351	1770	0.6771	0.5486	0.6771	0.8228
0.118	2.1375	1772	0.6985	0.5859	0.6985	0.8358
0.118	2.1399	1774	0.7768	0.6365	0.7768	0.8813
0.118	2.1423	1776	0.9439	0.6512	0.9439	0.9715
0.118	2.1448	1778	1.0708	0.6146	1.0708	1.0348
0.118	2.1472	1780	1.0650	0.6413	1.0650	1.0320
0.118	2.1496	1782	0.9806	0.6269	0.9806	0.9902
0.118	2.1520	1784	0.9340	0.6301	0.9340	0.9664
0.118	2.1544	1786	0.8878	0.6301	0.8878	0.9422
0.118	2.1568	1788	0.8702	0.6092	0.8702	0.9329
0.118	2.1592	1790	0.9343	0.5160	0.9343	0.9666
0.118	2.1616	1792	1.0467	0.5015	1.0467	1.0231
0.118	2.1641	1794	1.0528	0.4868	1.0528	1.0260
0.118	2.1665	1796	1.0877	0.4868	1.0877	1.0429
0.118	2.1689	1798	1.0883	0.5237	1.0883	1.0432
0.118	2.1713	1800	1.0188	0.5237	1.0188	1.0094
0.118	2.1737	1802	0.9566	0.5678	0.9566	0.9780
0.118	2.1761	1804	0.8615	0.5757	0.8615	0.9281
0.118	2.1785	1806	0.8248	0.6209	0.8248	0.9082
0.118	2.1809	1808	0.8213	0.6410	0.8213	0.9063
0.118	2.1834	1810	0.8042	0.6410	0.8042	0.8968
0.118	2.1858	1812	0.8254	0.6410	0.8254	0.9085
0.118	2.1882	1814	0.8124	0.6410	0.8124	0.9013
0.118	2.1906	1816	0.8613	0.6567	0.8613	0.9280
0.118	2.1930	1818	0.8766	0.6567	0.8766	0.9363
0.118	2.1954	1820	0.8700	0.6271	0.8700	0.9327
0.118	2.1978	1822	0.8118	0.6093	0.8118	0.9010
0.118	2.2002	1824	0.8141	0.6093	0.8141	0.9023
0.118	2.2027	1826	0.8132	0.6093	0.8132	0.9018
0.118	2.2051	1828	0.8447	0.6093	0.8447	0.9191
0.118	2.2075	1830	0.9307	0.6189	0.9307	0.9647
0.118	2.2099	1832	1.0375	0.5919	1.0375	1.0186
0.118	2.2123	1834	1.0178	0.5919	1.0178	1.0089
0.118	2.2147	1836	0.9093	0.5978	0.9093	0.9536
0.118	2.2171	1838	0.8311	0.6014	0.8311	0.9116
0.118	2.2195	1840	0.8418	0.6014	0.8418	0.9175
0.118	2.2220	1842	0.9466	0.5920	0.9466	0.9729
0.118	2.2244	1844	1.0671	0.5545	1.0671	1.0330
0.118	2.2268	1846	1.0909	0.5545	1.0909	1.0445
0.118	2.2292	1848	1.0112	0.5593	1.0112	1.0056
0.118	2.2316	1850	0.8807	0.6345	0.8807	0.9385
0.118	2.2340	1852	0.8546	0.6271	0.8546	0.9244
0.118	2.2364	1854	0.9436	0.5403	0.9436	0.9714
0.118	2.2388	1856	1.0746	0.5465	1.0746	1.0366
0.118	2.2413	1858	1.1098	0.5337	1.1098	1.0535
0.118	2.2437	1860	1.0696	0.5251	1.0696	1.0342
0.118	2.2461	1862	1.0026	0.5088	1.0026	1.0013
0.118	2.2485	1864	1.0427	0.5041	1.0427	1.0211
0.118	2.2509	1866	1.1361	0.5442	1.1361	1.0659
0.118	2.2533	1868	1.2219	0.5442	1.2219	1.1054
0.118	2.2557	1870	1.2071	0.5442	1.2071	1.0987
0.118	2.2581	1872	1.1474	0.5337	1.1474	1.0712
0.118	2.2606	1874	1.1035	0.4903	1.1035	1.0505
0.118	2.2630	1876	1.0772	0.5056	1.0772	1.0379
0.118	2.2654	1878	1.0965	0.5465	1.0965	1.0471
0.118	2.2678	1880	1.0101	0.4813	1.0101	1.0051
0.118	2.2702	1882	0.9122	0.55	0.9122	0.9551
0.118	2.2726	1884	0.8624	0.5946	0.8624	0.9286
0.118	2.2750	1886	0.9000	0.55	0.9000	0.9487
0.118	2.2774	1888	0.9867	0.5161	0.9867	0.9933
0.118	2.2799	1890	0.9836	0.5382	0.9836	0.9918
0.118	2.2823	1892	0.9993	0.5382	0.9993	0.9996
0.118	2.2847	1894	1.0094	0.5251	1.0094	1.0047
0.118	2.2871	1896	0.9661	0.5088	0.9661	0.9829
0.118	2.2895	1898	0.9065	0.5378	0.9065	0.9521
0.118	2.2919	1900	0.9226	0.5088	0.9226	0.9605
0.118	2.2943	1902	1.0210	0.5537	1.0210	1.0104
0.118	2.2967	1904	1.1250	0.5570	1.1250	1.0607
0.118	2.2992	1906	1.1302	0.5645	1.1302	1.0631
0.118	2.3016	1908	1.0280	0.5720	1.0280	1.0139
0.118	2.3040	1910	0.8828	0.5726	0.8828	0.9396
0.118	2.3064	1912	0.8417	0.6093	0.8417	0.9175
0.118	2.3088	1914	0.8823	0.5527	0.8823	0.9393
0.118	2.3112	1916	0.9813	0.5449	0.9813	0.9906
0.118	2.3136	1918	1.0319	0.5488	1.0319	1.0158
0.118	2.3160	1920	1.0597	0.5488	1.0597	1.0294
0.118	2.3185	1922	1.0507	0.5488	1.0507	1.0250
0.118	2.3209	1924	0.9484	0.5840	0.9484	0.9739
0.118	2.3233	1926	0.8103	0.5676	0.8103	0.9002
0.118	2.3257	1928	0.7332	0.5645	0.7332	0.8563
0.118	2.3281	1930	0.7290	0.5645	0.7290	0.8538
0.118	2.3305	1932	0.7699	0.5613	0.7699	0.8775
0.118	2.3329	1934	0.9063	0.5840	0.9063	0.9520
0.118	2.3353	1936	1.1183	0.5522	1.1183	1.0575
0.118	2.3378	1938	1.2425	0.5061	1.2425	1.1147
0.118	2.3402	1940	1.2034	0.5442	1.2034	1.0970
0.118	2.3426	1942	1.0730	0.5442	1.0730	1.0359
0.118	2.3450	1944	1.0163	0.5198	1.0163	1.0081
0.118	2.3474	1946	0.9837	0.5198	0.9837	0.9918
0.118	2.3498	1948	0.9823	0.5350	0.9823	0.9911
0.118	2.3522	1950	1.0053	0.5059	1.0053	1.0026
0.118	2.3546	1952	1.0136	0.5028	1.0136	1.0068
0.118	2.3571	1954	0.9883	0.5855	0.9883	0.9941
0.118	2.3595	1956	0.9690	0.6260	0.9690	0.9844
0.118	2.3619	1958	0.9792	0.5984	0.9792	0.9895
0.118	2.3643	1960	1.0225	0.5855	1.0225	1.0112
0.118	2.3667	1962	1.0741	0.5595	1.0741	1.0364
0.118	2.3691	1964	1.0715	0.5595	1.0715	1.0352
0.118	2.3715	1966	0.9794	0.6070	0.9794	0.9897
0.118	2.3739	1968	0.9300	0.5850	0.9300	0.9644
0.118	2.3764	1970	0.9170	0.5955	0.9170	0.9576
0.118	2.3788	1972	0.8950	0.5978	0.8950	0.9460
0.118	2.3812	1974	0.9430	0.6129	0.9430	0.9711
0.118	2.3836	1976	0.9531	0.6129	0.9531	0.9763
0.118	2.3860	1978	0.9290	0.6129	0.9290	0.9638
0.118	2.3884	1980	0.9391	0.6129	0.9391	0.9691
0.118	2.3908	1982	0.8800	0.5885	0.8800	0.9381
0.118	2.3932	1984	0.8777	0.5817	0.8777	0.9369
0.118	2.3957	1986	0.9471	0.5785	0.9471	0.9732
0.118	2.3981	1988	1.0600	0.5698	1.0600	1.0296
0.118	2.4005	1990	1.2441	0.4941	1.2441	1.1154
0.118	2.4029	1992	1.2999	0.4941	1.2999	1.1402
0.118	2.4053	1994	1.1990	0.5570	1.1990	1.0950
0.118	2.4077	1996	0.9957	0.5649	0.9957	0.9979
0.118	2.4101	1998	0.8814	0.5920	0.8814	0.9388
0.0961	2.4125	2000	0.8493	0.5808	0.8493	0.9216
0.0961	2.4150	2002	0.8366	0.5808	0.8366	0.9146
0.0961	2.4174	2004	0.8656	0.6113	0.8656	0.9304
0.0961	2.4198	2006	0.9088	0.6220	0.9088	0.9533
0.0961	2.4222	2008	0.8607	0.6150	0.8607	0.9278
0.0961	2.4246	2010	0.8371	0.5909	0.8371	0.9149
0.0961	2.4270	2012	0.8666	0.6029	0.8666	0.9309
0.0961	2.4294	2014	0.8872	0.5885	0.8872	0.9419
0.0961	2.4318	2016	0.8906	0.5885	0.8906	0.9437
0.0961	2.4343	2018	0.8689	0.6208	0.8689	0.9322
0.0961	2.4367	2020	0.8002	0.6410	0.8002	0.8946
0.0961	2.4391	2022	0.7440	0.6093	0.7440	0.8626
0.0961	2.4415	2024	0.7276	0.6410	0.7276	0.8530
0.0961	2.4439	2026	0.7606	0.6410	0.7606	0.8721
0.0961	2.4463	2028	0.8437	0.6616	0.8437	0.9185
0.0961	2.4487	2030	0.8838	0.6345	0.8838	0.9401
0.0961	2.4511	2032	0.8467	0.6345	0.8467	0.9201
0.0961	2.4536	2034	0.8303	0.5798	0.8303	0.9112
0.0961	2.4560	2036	0.8293	0.5798	0.8293	0.9107
0.0961	2.4584	2038	0.8377	0.6029	0.8377	0.9153
0.0961	2.4608	2040	0.8142	0.6029	0.8142	0.9024
0.0961	2.4632	2042	0.7994	0.6316	0.7994	0.8941
0.0961	2.4656	2044	0.8292	0.5909	0.8292	0.9106
0.0961	2.4680	2046	0.8011	0.5909	0.8011	0.8950
0.0961	2.4704	2048	0.7630	0.5676	0.7630	0.8735
0.0961	2.4729	2050	0.7479	0.6093	0.7479	0.8648
0.0961	2.4753	2052	0.7969	0.5676	0.7969	0.8927
0.0961	2.4777	2054	0.8803	0.5678	0.8803	0.9382
0.0961	2.4801	2056	0.9539	0.5538	0.9539	0.9767
0.0961	2.4825	2058	0.9245	0.5678	0.9245	0.9615
0.0961	2.4849	2060	0.8359	0.5650	0.8359	0.9143
0.0961	2.4873	2062	0.8011	0.5650	0.8011	0.8951
0.0961	2.4897	2064	0.8430	0.5650	0.8430	0.9182
0.0961	2.4922	2066	0.9241	0.5304	0.9241	0.9613
0.0961	2.4946	2068	0.9418	0.5538	0.9418	0.9705
0.0961	2.4970	2070	0.9454	0.5538	0.9454	0.9723
0.0961	2.4994	2072	0.8458	0.5474	0.8458	0.9197
0.0961	2.5018	2074	0.7838	0.6093	0.7838	0.8853
0.0961	2.5042	2076	0.7517	0.6093	0.7517	0.8670
0.0961	2.5066	2078	0.7389	0.6093	0.7389	0.8596
0.0961	2.5090	2080	0.7308	0.6093	0.7308	0.8549
0.0961	2.5115	2082	0.7872	0.6093	0.7872	0.8872
0.0961	2.5139	2084	0.9171	0.5331	0.9171	0.9577
0.0961	2.5163	2086	1.1755	0.5191	1.1755	1.0842
0.0961	2.5187	2088	1.3587	0.4596	1.3587	1.1656
0.0961	2.5211	2090	1.3624	0.4248	1.3624	1.1672
0.0961	2.5235	2092	1.2469	0.4478	1.2469	1.1166
0.0961	2.5259	2094	1.0607	0.5160	1.0607	1.0299
0.0961	2.5283	2096	0.9028	0.55	0.9028	0.9502
0.0961	2.5308	2098	0.8030	0.5124	0.8030	0.8961
0.0961	2.5332	2100	0.7675	0.5278	0.7675	0.8761
0.0961	2.5356	2102	0.7967	0.5527	0.7967	0.8926
0.0961	2.5380	2104	0.8978	0.5708	0.8978	0.9475
0.0961	2.5404	2106	0.9353	0.5963	0.9353	0.9671
0.0961	2.5428	2108	0.9161	0.5755	0.9161	0.9571
0.0961	2.5452	2110	0.9007	0.6033	0.9007	0.9491
0.0961	2.5476	2112	0.8648	0.5354	0.8648	0.9299
0.0961	2.5501	2114	0.8213	0.5527	0.8213	0.9063
0.0961	2.5525	2116	0.8264	0.5650	0.8264	0.9091
0.0961	2.5549	2118	0.8944	0.5473	0.8944	0.9457
0.0961	2.5573	2120	1.0248	0.5512	1.0248	1.0123
0.0961	2.5597	2122	1.0896	0.5244	1.0896	1.0439
0.0961	2.5621	2124	1.0557	0.5512	1.0557	1.0275
0.0961	2.5645	2126	0.9654	0.5473	0.9654	0.9825
0.0961	2.5669	2128	0.8253	0.5650	0.8253	0.9084
0.0961	2.5694	2130	0.7459	0.5556	0.7459	0.8636
0.0961	2.5718	2132	0.7418	0.5556	0.7418	0.8613
0.0961	2.5742	2134	0.8199	0.5765	0.8199	0.9055
0.0961	2.5766	2136	0.9530	0.6168	0.9530	0.9762
0.0961	2.5790	2138	1.0577	0.5570	1.0577	1.0284
0.0961	2.5814	2140	1.0663	0.5570	1.0663	1.0326
0.0961	2.5838	2142	0.9856	0.5825	0.9856	0.9928
0.0961	2.5862	2144	0.8740	0.5765	0.8740	0.9349
0.0961	2.5887	2146	0.8677	0.5798	0.8677	0.9315
0.0961	2.5911	2148	0.9558	0.5850	0.9558	0.9777
0.0961	2.5935	2150	0.9977	0.5244	0.9977	0.9988
0.0961	2.5959	2152	0.9531	0.5920	0.9531	0.9762
0.0961	2.5983	2154	0.8616	0.5991	0.8616	0.9282
0.0961	2.6007	2156	0.8092	0.5798	0.8092	0.8996
0.0961	2.6031	2158	0.8087	0.5991	0.8087	0.8993
0.0961	2.6055	2160	0.8253	0.5702	0.8253	0.9085
0.0961	2.6080	2162	0.9061	0.5951	0.9061	0.9519
0.0961	2.6104	2164	0.9464	0.5951	0.9464	0.9729
0.0961	2.6128	2166	0.9649	0.5951	0.9649	0.9823
0.0961	2.6152	2168	0.8827	0.5748	0.8827	0.9395
0.0961	2.6176	2170	0.8345	0.5702	0.8345	0.9135
0.0961	2.6200	2172	0.8216	0.5991	0.8216	0.9064
0.0961	2.6224	2174	0.7813	0.5765	0.7813	0.8839
0.0961	2.6248	2176	0.8032	0.5765	0.8032	0.8962
0.0961	2.6273	2178	0.8077	0.5798	0.8077	0.8987
0.0961	2.6297	2180	0.8469	0.6132	0.8469	0.9203
0.0961	2.6321	2182	0.8679	0.6132	0.8679	0.9316
0.0961	2.6345	2184	0.9135	0.6345	0.9135	0.9558
0.0961	2.6369	2186	0.9703	0.5748	0.9703	0.9850
0.0961	2.6393	2188	1.0301	0.5698	1.0301	1.0150
0.0961	2.6417	2190	1.0202	0.5488	1.0202	1.0100
0.0961	2.6441	2192	0.9174	0.6029	0.9174	0.9578
0.0961	2.6466	2194	0.8221	0.5798	0.8221	0.9067
0.0961	2.6490	2196	0.7794	0.5798	0.7794	0.8828
0.0961	2.6514	2198	0.8040	0.5798	0.8040	0.8967
0.0961	2.6538	2200	0.8706	0.5765	0.8706	0.9330
0.0961	2.6562	2202	0.9623	0.6092	0.9623	0.9810
0.0961	2.6586	2204	0.9656	0.6220	0.9656	0.9827
0.0961	2.6610	2206	0.8983	0.6301	0.8983	0.9478
0.0961	2.6634	2208	0.8816	0.6301	0.8816	0.9390
0.0961	2.6659	2210	0.9400	0.6019	0.9400	0.9695
0.0961	2.6683	2212	0.9379	0.6019	0.9379	0.9685
0.0961	2.6707	2214	0.8401	0.5765	0.8401	0.9166
0.0961	2.6731	2216	0.7170	0.6116	0.7170	0.8468
0.0961	2.6755	2218	0.6608	0.5884	0.6608	0.8129
0.0961	2.6779	2220	0.6665	0.5884	0.6665	0.8164
0.0961	2.6803	2222	0.7296	0.6337	0.7296	0.8542
0.0961	2.6828	2224	0.8319	0.6240	0.8319	0.9121
0.0961	2.6852	2226	0.8372	0.6240	0.8372	0.9150
0.0961	2.6876	2228	0.7831	0.6322	0.7831	0.8849
0.0961	2.6900	2230	0.7148	0.6337	0.7148	0.8454
0.0961	2.6924	2232	0.6701	0.6116	0.6701	0.8186
0.0961	2.6948	2234	0.6851	0.6116	0.6851	0.8277
0.0961	2.6972	2236	0.7391	0.6458	0.7391	0.8597
0.0961	2.6996	2238	0.7575	0.6053	0.7575	0.8703
0.0961	2.7021	2240	0.7352	0.6216	0.7352	0.8574
0.0961	2.7045	2242	0.7603	0.5798	0.7603	0.8719
0.0961	2.7069	2244	0.7582	0.5798	0.7582	0.8708
0.0961	2.7093	2246	0.7876	0.5991	0.7876	0.8875
0.0961	2.7117	2248	0.8313	0.6168	0.8313	0.9117
0.0961	2.7141	2250	0.7976	0.652	0.7976	0.8931
0.0961	2.7165	2252	0.7396	0.6410	0.7396	0.8600
0.0961	2.7189	2254	0.7267	0.6616	0.7267	0.8525
0.0961	2.7214	2256	0.7034	0.6410	0.7034	0.8387
0.0961	2.7238	2258	0.6671	0.6337	0.6671	0.8167
0.0961	2.7262	2260	0.6827	0.6216	0.6827	0.8262
0.0961	2.7286	2262	0.7281	0.5798	0.7281	0.8533
0.0961	2.7310	2264	0.7349	0.6437	0.7349	0.8572
0.0961	2.7334	2266	0.7749	0.5991	0.7749	0.8803
0.0961	2.7358	2268	0.7990	0.5991	0.7990	0.8939
0.0961	2.7382	2270	0.8001	0.6437	0.8001	0.8945
0.0961	2.7407	2272	0.7955	0.6437	0.7955	0.8919
0.0961	2.7431	2274	0.7325	0.6216	0.7325	0.8559
0.0961	2.7455	2276	0.7113	0.6216	0.7113	0.8434
0.0961	2.7479	2278	0.7227	0.6216	0.7227	0.8501
0.0961	2.7503	2280	0.7591	0.6437	0.7591	0.8712
0.0961	2.7527	2282	0.7784	0.6092	0.7784	0.8823
0.0961	2.7551	2284	0.8029	0.6019	0.8029	0.8961
0.0961	2.7575	2286	0.8199	0.6019	0.8199	0.9055
0.0961	2.7600	2288	0.8523	0.5887	0.8523	0.9232
0.0961	2.7624	2290	0.8325	0.5563	0.8325	0.9124
0.0961	2.7648	2292	0.7616	0.6029	0.7616	0.8727
0.0961	2.7672	2294	0.6905	0.5798	0.6905	0.8310
0.0961	2.7696	2296	0.6616	0.6135	0.6616	0.8134
0.0961	2.7720	2298	0.6739	0.5985	0.6739	0.8209
0.0961	2.7744	2300	0.7292	0.6029	0.7292	0.8539
0.0961	2.7768	2302	0.8210	0.5850	0.8210	0.9061
0.0961	2.7793	2304	0.8566	0.6168	0.8566	0.9255
0.0961	2.7817	2306	0.8317	0.6168	0.8317	0.9120
0.0961	2.7841	2308	0.8313	0.6168	0.8313	0.9117
0.0961	2.7865	2310	0.8252	0.6168	0.8252	0.9084
0.0961	2.7889	2312	0.8409	0.6168	0.8409	0.9170
0.0961	2.7913	2314	0.7945	0.6345	0.7945	0.8914
0.0961	2.7937	2316	0.7096	0.5798	0.7096	0.8424
0.0961	2.7961	2318	0.6499	0.5859	0.6499	0.8061
0.0961	2.7986	2320	0.6226	0.5859	0.6226	0.7891
0.0961	2.8010	2322	0.6355	0.6116	0.6355	0.7972
0.0961	2.8034	2324	0.6851	0.6829	0.6851	0.8277
0.0961	2.8058	2326	0.7276	0.652	0.7276	0.8530
0.0961	2.8082	2328	0.7013	0.625	0.7013	0.8375
0.0961	2.8106	2330	0.6476	0.6116	0.6476	0.8048
0.0961	2.8130	2332	0.6005	0.5884	0.6005	0.7749
0.0961	2.8154	2334	0.6009	0.5884	0.6009	0.7752
0.0961	2.8179	2336	0.6349	0.6116	0.6349	0.7968
0.0961	2.8203	2338	0.6960	0.5798	0.6960	0.8343
0.0961	2.8227	2340	0.7504	0.5798	0.7504	0.8662
0.0961	2.8251	2342	0.7632	0.5798	0.7632	0.8736
0.0961	2.8275	2344	0.7557	0.5798	0.7557	0.8693
0.0961	2.8299	2346	0.7670	0.5798	0.7670	0.8758
0.0961	2.8323	2348	0.8112	0.5798	0.8112	0.9007
0.0961	2.8347	2350	0.7939	0.5798	0.7939	0.8910
0.0961	2.8372	2352	0.7837	0.5798	0.7837	0.8853
0.0961	2.8396	2354	0.7402	0.5676	0.7402	0.8603
0.0961	2.8420	2356	0.6895	0.6093	0.6895	0.8304
0.0961	2.8444	2358	0.6451	0.6116	0.6451	0.8032
0.0961	2.8468	2360	0.6113	0.6455	0.6113	0.7819
0.0961	2.8492	2362	0.5989	0.6329	0.5989	0.7739
0.0961	2.8516	2364	0.6217	0.6455	0.6217	0.7885
0.0961	2.8540	2366	0.7045	0.6337	0.7045	0.8393
0.0961	2.8565	2368	0.8066	0.6432	0.8066	0.8981
0.0961	2.8589	2370	0.8814	0.6430	0.8814	0.9388
0.0961	2.8613	2372	0.8605	0.6113	0.8605	0.9277
0.0961	2.8637	2374	0.7611	0.675	0.7611	0.8724
0.0961	2.8661	2376	0.6678	0.6337	0.6678	0.8172
0.0961	2.8685	2378	0.6163	0.6455	0.6163	0.7850
0.0961	2.8709	2380	0.6054	0.6205	0.6054	0.7781
0.0961	2.8733	2382	0.6183	0.6455	0.6183	0.7863
0.0961	2.8758	2384	0.6574	0.5613	0.6574	0.8108
0.0961	2.8782	2386	0.7383	0.6093	0.7383	0.8592
0.0961	2.8806	2388	0.8693	0.6132	0.8693	0.9323
0.0961	2.8830	2390	0.9591	0.6092	0.9591	0.9793
0.0961	2.8854	2392	0.9403	0.6019	0.9403	0.9697
0.0961	2.8878	2394	0.8640	0.5909	0.8640	0.9295
0.0961	2.8902	2396	0.7638	0.6093	0.7638	0.8740
0.0961	2.8926	2398	0.7351	0.5859	0.7351	0.8574
0.0961	2.8951	2400	0.7576	0.5859	0.7576	0.8704
0.0961	2.8975	2402	0.8172	0.5676	0.8172	0.9040
0.0961	2.8999	2404	0.8985	0.55	0.8985	0.9479
0.0961	2.9023	2406	0.9511	0.5649	0.9511	0.9752
0.0961	2.9047	2408	0.9012	0.6110	0.9012	0.9493
0.0961	2.9071	2410	0.8306	0.5676	0.8306	0.9114
0.0961	2.9095	2412	0.7659	0.6093	0.7659	0.8752
0.0961	2.9119	2414	0.6995	0.5613	0.6995	0.8364
0.0961	2.9144	2416	0.6724	0.5613	0.6724	0.8200
0.0961	2.9168	2418	0.6936	0.5613	0.6936	0.8328
0.0961	2.9192	2420	0.7549	0.6093	0.7549	0.8688
0.0961	2.9216	2422	0.8541	0.625	0.8541	0.9242
0.0961	2.9240	2424	0.9364	0.6371	0.9364	0.9677
0.0961	2.9264	2426	0.9397	0.6092	0.9397	0.9694
0.0961	2.9288	2428	0.8630	0.5991	0.8630	0.9290
0.0961	2.9312	2430	0.7535	0.5798	0.7535	0.8680
0.0961	2.9337	2432	0.7132	0.5859	0.7132	0.8445
0.0961	2.9361	2434	0.7397	0.5556	0.7397	0.8601
0.0961	2.9385	2436	0.8177	0.5650	0.8177	0.9043
0.0961	2.9409	2438	0.9276	0.5708	0.9276	0.9631
0.0961	2.9433	2440	0.9345	0.5708	0.9345	0.9667
0.0961	2.9457	2442	0.9487	0.5708	0.9487	0.9740
0.0961	2.9481	2444	0.9177	0.5708	0.9177	0.9580
0.0961	2.9505	2446	0.8803	0.5740	0.8803	0.9382
0.0961	2.9530	2448	0.8325	0.5740	0.8325	0.9124
0.0961	2.9554	2450	0.8215	0.5885	0.8215	0.9064
0.0961	2.9578	2452	0.8837	0.5488	0.8837	0.9401
0.0961	2.9602	2454	0.8928	0.5825	0.8928	0.9449
0.0961	2.9626	2456	0.8468	0.6308	0.8468	0.9202
0.0961	2.9650	2458	0.7507	0.6437	0.7507	0.8664
0.0961	2.9674	2460	0.7057	0.6316	0.7057	0.8401
0.0961	2.9698	2462	0.6722	0.6093	0.6722	0.8199
0.0961	2.9723	2464	0.6590	0.6093	0.6590	0.8118
0.0961	2.9747	2466	0.6667	0.6093	0.6667	0.8165
0.0961	2.9771	2468	0.6663	0.6093	0.6663	0.8163
0.0961	2.9795	2470	0.7271	0.6093	0.7271	0.8527

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

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 4, 2024
Updated: Dec 4, 2024