ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k200_task1_organization

MayBashendy/ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k200_task1_organization

ArabicNewSplits3_FineTuningAraBERT_run3_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 4, 2024
Updated: Dec 5, 2024
SHA: 18c869c3

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits3_FineTuningAraBERT_run3_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: 1.1251
Qwk: 0.4194
Mse: 1.1251
Rmse: 1.0607

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	0.0022	2	4.8219	-0.0722	4.8219	2.1959
No log	0.0043	4	2.8110	0.0337	2.8110	1.6766
No log	0.0065	6	2.3253	-0.0012	2.3253	1.5249
No log	0.0086	8	1.9062	-0.0186	1.9062	1.3807
No log	0.0108	10	1.4446	0.1034	1.4446	1.2019
No log	0.0129	12	1.2839	-0.0161	1.2839	1.1331
No log	0.0151	14	1.2167	-0.0057	1.2167	1.1030
No log	0.0172	16	1.1794	0.1035	1.1794	1.0860
No log	0.0194	18	1.3630	0.0760	1.3630	1.1675
No log	0.0215	20	1.9338	0.0459	1.9338	1.3906
No log	0.0237	22	2.0415	0.0519	2.0415	1.4288
No log	0.0258	24	1.6990	0.0909	1.6990	1.3034
No log	0.0280	26	1.7479	0.0190	1.7479	1.3221
No log	0.0301	28	1.7154	0.0	1.7154	1.3097
No log	0.0323	30	1.5334	0.0	1.5334	1.2383
No log	0.0344	32	1.3259	0.1033	1.3259	1.1515
No log	0.0366	34	1.1946	0.1372	1.1946	1.0930
No log	0.0388	36	1.1681	0.1573	1.1681	1.0808
No log	0.0409	38	1.2096	0.1833	1.2096	1.0998
No log	0.0431	40	1.1831	0.2305	1.1831	1.0877
No log	0.0452	42	1.1702	0.2108	1.1701	1.0817
No log	0.0474	44	1.1270	0.2189	1.1270	1.0616
No log	0.0495	46	1.0904	0.2069	1.0904	1.0442
No log	0.0517	48	1.1386	0.2679	1.1386	1.0671
No log	0.0538	50	1.2133	0.1753	1.2133	1.1015
No log	0.0560	52	1.2971	0.125	1.2971	1.1389
No log	0.0581	54	1.3023	0.0395	1.3023	1.1412
No log	0.0603	56	1.2692	0.1660	1.2692	1.1266
No log	0.0624	58	1.2087	0.1607	1.2087	1.0994
No log	0.0646	60	1.2284	0.118	1.2284	1.1083
No log	0.0667	62	1.2392	0.1472	1.2392	1.1132
No log	0.0689	64	1.2203	0.1738	1.2203	1.1047
No log	0.0710	66	1.2233	0.2196	1.2233	1.1060
No log	0.0732	68	1.3280	0.1583	1.3280	1.1524
No log	0.0753	70	1.3221	0.1910	1.3221	1.1498
No log	0.0775	72	1.2694	0.1173	1.2694	1.1267
No log	0.0797	74	1.2024	0.25	1.2024	1.0965
No log	0.0818	76	1.2010	0.2885	1.2010	1.0959
No log	0.0840	78	1.2775	0.2090	1.2775	1.1303
No log	0.0861	80	1.3208	0.2090	1.3208	1.1493
No log	0.0883	82	1.2063	0.1900	1.2063	1.0983
No log	0.0904	84	1.1430	0.2048	1.1430	1.0691
No log	0.0926	86	1.1925	0.1402	1.1924	1.0920
No log	0.0947	88	1.2725	0.1850	1.2725	1.1280
No log	0.0969	90	1.4104	0.2306	1.4104	1.1876
No log	0.0990	92	1.5719	0.1845	1.5719	1.2538
No log	0.1012	94	1.7978	0.2185	1.7978	1.3408
No log	0.1033	96	1.8351	0.2279	1.8351	1.3547
No log	0.1055	98	1.6779	0.2297	1.6779	1.2954
No log	0.1076	100	1.5614	0.2192	1.5614	1.2496
No log	0.1098	102	1.5196	0.2136	1.5196	1.2327
No log	0.1119	104	1.5516	0.2597	1.5516	1.2456
No log	0.1141	106	1.6053	0.1179	1.6053	1.2670
No log	0.1163	108	1.6010	0.1262	1.6010	1.2653
No log	0.1184	110	1.4868	0.0810	1.4868	1.2193
No log	0.1206	112	1.4927	0.1672	1.4927	1.2217
No log	0.1227	114	1.4034	0.1777	1.4034	1.1846
No log	0.1249	116	1.3896	0.1632	1.3896	1.1788
No log	0.1270	118	1.4227	0.1399	1.4227	1.1928
No log	0.1292	120	1.5402	0.2241	1.5402	1.2410
No log	0.1313	122	1.5791	0.2279	1.5791	1.2566
No log	0.1335	124	1.5645	0.2520	1.5645	1.2508
No log	0.1356	126	1.6216	0.2828	1.6216	1.2734
No log	0.1378	128	1.7091	0.2828	1.7091	1.3073
No log	0.1399	130	1.8332	0.2393	1.8332	1.3539
No log	0.1421	132	1.9072	0.2393	1.9072	1.3810
No log	0.1442	134	1.8076	0.2859	1.8076	1.3445
No log	0.1464	136	1.6224	0.2828	1.6224	1.2737
No log	0.1485	138	1.5338	0.2479	1.5338	1.2385
No log	0.1507	140	1.6288	0.2795	1.6288	1.2762
No log	0.1529	142	1.7817	0.2859	1.7817	1.3348
No log	0.1550	144	1.7930	0.2889	1.7930	1.3390
No log	0.1572	146	1.6609	0.2346	1.6609	1.2888
No log	0.1593	148	1.6122	0.2027	1.6122	1.2697
No log	0.1615	150	1.5005	0.1777	1.5005	1.2250
No log	0.1636	152	1.5049	0.1553	1.5049	1.2267
No log	0.1658	154	1.6009	0.2346	1.6009	1.2653
No log	0.1679	156	1.6278	0.2437	1.6278	1.2759
No log	0.1701	158	1.6619	0.2135	1.6619	1.2892
No log	0.1722	160	1.5727	0.2027	1.5727	1.2541
No log	0.1744	162	1.4518	0.1656	1.4518	1.2049
No log	0.1765	164	1.4257	0.0684	1.4257	1.1940
No log	0.1787	166	1.4943	0.2321	1.4943	1.2224
No log	0.1808	168	1.5656	0.1554	1.5656	1.2512
No log	0.1830	170	1.6744	0.1740	1.6744	1.2940
No log	0.1851	172	1.7351	0.1986	1.7351	1.3172
No log	0.1873	174	1.7313	0.1493	1.7313	1.3158
No log	0.1895	176	1.7577	0.1555	1.7577	1.3258
No log	0.1916	178	1.8615	0.2264	1.8615	1.3644
No log	0.1938	180	1.7325	0.1072	1.7325	1.3163
No log	0.1959	182	1.7215	0.1378	1.7215	1.3121
No log	0.1981	184	1.7796	0.1952	1.7796	1.3340
No log	0.2002	186	1.7591	0.1850	1.7591	1.3263
No log	0.2024	188	1.6391	0.1247	1.6391	1.2803
No log	0.2045	190	1.6101	0.1429	1.6101	1.2689
No log	0.2067	192	1.7011	0.1247	1.7011	1.3043
No log	0.2088	194	1.8740	0.2000	1.8740	1.3689
No log	0.2110	196	2.1118	0.2132	2.1118	1.4532
No log	0.2131	198	2.0949	0.2289	2.0949	1.4474
No log	0.2153	200	1.9420	0.1671	1.9420	1.3935
No log	0.2174	202	1.7982	0.1314	1.7982	1.3410
No log	0.2196	204	1.6652	0.1026	1.6652	1.2904
No log	0.2217	206	1.5121	0.1358	1.5121	1.2297
No log	0.2239	208	1.5151	0.1777	1.5151	1.2309
No log	0.2260	210	1.6376	0.1103	1.6376	1.2797
No log	0.2282	212	1.8980	0.1902	1.8980	1.3777
No log	0.2304	214	2.1114	0.2450	2.1114	1.4531
No log	0.2325	216	2.1457	0.2450	2.1457	1.4648
No log	0.2347	218	2.2217	0.2289	2.2217	1.4905
No log	0.2368	220	2.1907	0.2252	2.1907	1.4801
No log	0.2390	222	1.9856	0.1440	1.9856	1.4091
No log	0.2411	224	1.7750	0.1555	1.7750	1.3323
No log	0.2433	226	1.6265	0.1304	1.6265	1.2753
No log	0.2454	228	1.5887	0.1028	1.5887	1.2604
No log	0.2476	230	1.7677	0.1176	1.7677	1.3296
No log	0.2497	232	2.1142	0.2046	2.1142	1.4540
No log	0.2519	234	2.4099	0.1681	2.4099	1.5524
No log	0.2540	236	2.5037	0.1402	2.5037	1.5823
No log	0.2562	238	2.6516	0.0965	2.6516	1.6284
No log	0.2583	240	2.6395	0.1090	2.6395	1.6246
No log	0.2605	242	2.4188	0.2132	2.4188	1.5553
No log	0.2626	244	1.9887	0.1796	1.9887	1.4102
No log	0.2648	246	1.6037	0.0559	1.6037	1.2664
No log	0.2670	248	1.5130	0.1103	1.5130	1.2300
No log	0.2691	250	1.5287	0.0051	1.5287	1.2364
No log	0.2713	252	1.5823	0.0585	1.5823	1.2579
No log	0.2734	254	1.5536	0.1138	1.5536	1.2464
No log	0.2756	256	1.6253	0.0946	1.6253	1.2749
No log	0.2777	258	1.8137	0.1933	1.8137	1.3467
No log	0.2799	260	2.0667	0.2343	2.0667	1.4376
No log	0.2820	262	2.0998	0.2343	2.0998	1.4491
No log	0.2842	264	1.9739	0.1499	1.9739	1.4050
No log	0.2863	266	1.8195	0.0388	1.8195	1.3489
No log	0.2885	268	1.8848	0.0946	1.8848	1.3729
No log	0.2906	270	1.8611	0.0868	1.8611	1.3642
No log	0.2928	272	1.7756	0.1207	1.7756	1.3325
No log	0.2949	274	1.6908	0.0868	1.6908	1.3003
No log	0.2971	276	1.6871	0.0948	1.6871	1.2989
No log	0.2992	278	1.7719	0.1895	1.7719	1.3311
No log	0.3014	280	1.9323	0.2354	1.9323	1.3901
No log	0.3036	282	1.9333	0.2466	1.9333	1.3904
No log	0.3057	284	1.8219	0.2045	1.8219	1.3498
No log	0.3079	286	1.6191	0.1397	1.6191	1.2725
No log	0.3100	288	1.4374	0.0581	1.4374	1.1989
No log	0.3122	290	1.3719	0.1613	1.3719	1.1713
No log	0.3143	292	1.3895	0.1092	1.3895	1.1788
No log	0.3165	294	1.5356	0.1662	1.5356	1.2392
No log	0.3186	296	1.7562	0.2092	1.7562	1.3252
No log	0.3208	298	1.9380	0.2850	1.9380	1.3921
No log	0.3229	300	2.0092	0.3036	2.0092	1.4175
No log	0.3251	302	1.7661	0.3447	1.7661	1.3289
No log	0.3272	304	1.7020	0.2925	1.7020	1.3046
No log	0.3294	306	1.9838	0.2136	1.9838	1.4085
No log	0.3315	308	2.2759	0.2174	2.2759	1.5086
No log	0.3337	310	2.2142	0.2095	2.2142	1.4880
No log	0.3358	312	1.9366	0.1169	1.9366	1.3916
No log	0.3380	314	1.6878	0.0603	1.6878	1.2991
No log	0.3402	316	1.5773	0.0100	1.5773	1.2559
No log	0.3423	318	1.6622	0.0795	1.6622	1.2893
No log	0.3445	320	1.8206	0.1474	1.8206	1.3493
No log	0.3466	322	1.8846	0.2136	1.8846	1.3728
No log	0.3488	324	1.9838	0.2430	1.9838	1.4085
No log	0.3509	326	1.9662	0.2179	1.9662	1.4022
No log	0.3531	328	1.8965	0.2273	1.8965	1.3772
No log	0.3552	330	1.8682	0.2273	1.8682	1.3668
No log	0.3574	332	2.0138	0.2136	2.0138	1.4191
No log	0.3595	334	2.1259	0.2174	2.1259	1.4580
No log	0.3617	336	2.1026	0.2174	2.1026	1.4500
No log	0.3638	338	2.1159	0.2174	2.1159	1.4546
No log	0.3660	340	1.9909	0.1917	1.9909	1.4110
No log	0.3681	342	1.8466	0.1917	1.8466	1.3589
No log	0.3703	344	1.7059	0.1841	1.7059	1.3061
No log	0.3724	346	1.7839	0.1997	1.7839	1.3356
No log	0.3746	348	1.9267	0.1964	1.9267	1.3881
No log	0.3767	350	2.0103	0.1964	2.0103	1.4179
No log	0.3789	352	1.9954	0.2220	1.9954	1.4126
No log	0.3811	354	1.9833	0.1818	1.9833	1.4083
No log	0.3832	356	1.8691	0.1346	1.8691	1.3671
No log	0.3854	358	1.7200	0.0512	1.7200	1.3115
No log	0.3875	360	1.6501	0.0512	1.6501	1.2846
No log	0.3897	362	1.6828	0.0948	1.6828	1.2972
No log	0.3918	364	1.7121	0.1765	1.7121	1.3085
No log	0.3940	366	1.8076	0.2136	1.8076	1.3445
No log	0.3961	368	1.7639	0.1869	1.7639	1.3281
No log	0.3983	370	1.6739	0.1411	1.6739	1.2938
No log	0.4004	372	1.5216	0.1724	1.5216	1.2335
No log	0.4026	374	1.5504	0.2037	1.5504	1.2451
No log	0.4047	376	1.7651	0.2092	1.7651	1.3286
No log	0.4069	378	1.9834	0.2466	1.9834	1.4083
No log	0.4090	380	2.1003	0.2297	2.1003	1.4492
No log	0.4112	382	2.1115	0.2297	2.1115	1.4531
No log	0.4133	384	2.0833	0.2466	2.0833	1.4434
No log	0.4155	386	1.8992	0.2573	1.8992	1.3781
No log	0.4177	388	1.8313	0.2573	1.8313	1.3533
No log	0.4198	390	1.8126	0.2314	1.8126	1.3463
No log	0.4220	392	1.8681	0.2607	1.8681	1.3668
No log	0.4241	394	1.7299	0.1765	1.7299	1.3152
No log	0.4263	396	1.4552	0.1397	1.4552	1.2063
No log	0.4284	398	1.2276	0.2241	1.2276	1.1080
No log	0.4306	400	1.1365	0.2826	1.1365	1.0661
No log	0.4327	402	1.1461	0.2812	1.1461	1.0705
No log	0.4349	404	1.3527	0.1856	1.3527	1.1631
No log	0.4370	406	1.5654	0.3111	1.5654	1.2511
No log	0.4392	408	1.6771	0.3111	1.6771	1.2950
No log	0.4413	410	1.5861	0.3312	1.5861	1.2594
No log	0.4435	412	1.7543	0.3010	1.7543	1.3245
No log	0.4456	414	1.8936	0.2607	1.8936	1.3761
No log	0.4478	416	1.9730	0.2640	1.9730	1.4046
No log	0.4499	418	1.6949	0.3157	1.6949	1.3019
No log	0.4521	420	1.6632	0.3132	1.6632	1.2896
No log	0.4543	422	1.8841	0.2821	1.8841	1.3726
No log	0.4564	424	2.2625	0.2324	2.2625	1.5042
No log	0.4586	426	2.2753	0.1936	2.2753	1.5084
No log	0.4607	428	2.0702	0.2466	2.0702	1.4388
No log	0.4629	430	1.6907	0.2693	1.6907	1.3003
No log	0.4650	432	1.4708	0.1662	1.4708	1.2128
No log	0.4672	434	1.4175	0.2025	1.4175	1.1906
No log	0.4693	436	1.5455	0.1662	1.5455	1.2432
No log	0.4715	438	1.8344	0.2573	1.8344	1.3544
No log	0.4736	440	2.1596	0.2334	2.1596	1.4696
No log	0.4758	442	2.1902	0.2334	2.1902	1.4799
No log	0.4779	444	1.9909	0.2466	1.9909	1.4110
No log	0.4801	446	1.7150	0.1947	1.7150	1.3096
No log	0.4822	448	1.4502	0.1325	1.4502	1.2042
No log	0.4844	450	1.3328	0.1909	1.3328	1.1545
No log	0.4865	452	1.3568	0.1456	1.3568	1.1648
No log	0.4887	454	1.4980	0.1466	1.4980	1.2239
No log	0.4909	456	1.7205	0.2045	1.7205	1.3117
No log	0.4930	458	1.8233	0.2640	1.8233	1.3503
No log	0.4952	460	1.8304	0.2466	1.8304	1.3529
No log	0.4973	462	1.6851	0.2573	1.6851	1.2981
No log	0.4995	464	1.4917	0.1724	1.4917	1.2214
No log	0.5016	466	1.3354	0.1867	1.3354	1.1556
No log	0.5038	468	1.2560	0.2027	1.2560	1.1207
No log	0.5059	470	1.3440	0.3087	1.3440	1.1593
No log	0.5081	472	1.6317	0.2607	1.6317	1.2774
No log	0.5102	474	1.7444	0.2607	1.7444	1.3207
No log	0.5124	476	1.6747	0.2607	1.6747	1.2941
No log	0.5145	478	1.7477	0.2607	1.7477	1.3220
No log	0.5167	480	1.7664	0.2640	1.7664	1.3290
No log	0.5188	482	1.6761	0.2314	1.6761	1.2947
No log	0.5210	484	1.5406	0.2795	1.5406	1.2412
No log	0.5231	486	1.4470	0.2795	1.4470	1.2029
No log	0.5253	488	1.5358	0.2795	1.5358	1.2393
No log	0.5274	490	1.8077	0.2393	1.8077	1.3445
No log	0.5296	492	2.1717	0.2019	2.1717	1.4737
No log	0.5318	494	2.2125	0.1978	2.2125	1.4875
No log	0.5339	496	2.0928	0.2297	2.0928	1.4467
No log	0.5361	498	1.9064	0.2297	1.9064	1.3807
0.4729	0.5382	500	1.7047	0.2573	1.7047	1.3056
0.4729	0.5404	502	1.5160	0.2828	1.5160	1.2313
0.4729	0.5425	504	1.4685	0.2233	1.4685	1.2118
0.4729	0.5447	506	1.5760	0.25	1.5760	1.2554
0.4729	0.5468	508	1.7317	0.2607	1.7317	1.3159
0.4729	0.5490	510	1.7201	0.2607	1.7201	1.3115
0.4729	0.5511	512	1.6734	0.2573	1.6734	1.2936
0.4729	0.5533	514	1.5878	0.25	1.5878	1.2601
0.4729	0.5554	516	1.5203	0.2830	1.5203	1.2330
0.4729	0.5576	518	1.4986	0.2689	1.4986	1.2242
0.4729	0.5597	520	1.4096	0.2393	1.4096	1.1873
0.4729	0.5619	522	1.3749	0.2393	1.3749	1.1725
0.4729	0.5640	524	1.4065	0.2393	1.4065	1.1860
0.4729	0.5662	526	1.5468	0.2925	1.5468	1.2437
0.4729	0.5684	528	1.6014	0.2727	1.6014	1.2655
0.4729	0.5705	530	1.5360	0.2925	1.5360	1.2393
0.4729	0.5727	532	1.3930	0.2689	1.3930	1.1803
0.4729	0.5748	534	1.2811	0.2346	1.2811	1.1319
0.4729	0.5770	536	1.3041	0.2393	1.3041	1.1420
0.4729	0.5791	538	1.3687	0.3504	1.3687	1.1699
0.4729	0.5813	540	1.3572	0.3522	1.3572	1.1650
0.4729	0.5834	542	1.2677	0.3501	1.2677	1.1259
0.4729	0.5856	544	1.2436	0.3501	1.2436	1.1152
0.4729	0.5877	546	1.2529	0.3501	1.2529	1.1193
0.4729	0.5899	548	1.2932	0.4141	1.2932	1.1372
0.4729	0.5920	550	1.3084	0.3916	1.3084	1.1439
0.4729	0.5942	552	1.2648	0.4171	1.2648	1.1246
0.4729	0.5963	554	1.2749	0.4179	1.2749	1.1291
0.4729	0.5985	556	1.3416	0.4179	1.3416	1.1583
0.4729	0.6006	558	1.4475	0.3934	1.4475	1.2031
0.4729	0.6028	560	1.5514	0.3942	1.5514	1.2455
0.4729	0.6050	562	1.5086	0.3587	1.5086	1.2282
0.4729	0.6071	564	1.2929	0.4032	1.2929	1.1370
0.4729	0.6093	566	1.0803	0.3292	1.0803	1.0394
0.4729	0.6114	568	0.9702	0.4964	0.9702	0.9850
0.4729	0.6136	570	0.9390	0.4540	0.9390	0.9690
0.4729	0.6157	572	0.9656	0.3451	0.9656	0.9827
0.4729	0.6179	574	1.0507	0.3171	1.0507	1.0250
0.4729	0.6200	576	1.2359	0.2903	1.2359	1.1117
0.4729	0.6222	578	1.4355	0.2595	1.4355	1.1981
0.4729	0.6243	580	1.5366	0.2830	1.5366	1.2396
0.4729	0.6265	582	1.5292	0.2830	1.5292	1.2366
0.4729	0.6286	584	1.4458	0.2500	1.4458	1.2024
0.4729	0.6308	586	1.3319	0.2569	1.3319	1.1541
0.4729	0.6329	588	1.2850	0.3343	1.2850	1.1336
0.4729	0.6351	590	1.3181	0.3909	1.3181	1.1481
0.4729	0.6372	592	1.4009	0.3268	1.4009	1.1836
0.4729	0.6394	594	1.4678	0.2983	1.4678	1.2115
0.4729	0.6416	596	1.4483	0.3182	1.4483	1.2034
0.4729	0.6437	598	1.4417	0.3389	1.4417	1.2007
0.4729	0.6459	600	1.3495	0.2795	1.3495	1.1617
0.4729	0.6480	602	1.2489	0.2681	1.2489	1.1176
0.4729	0.6502	604	1.2653	0.3048	1.2653	1.1249
0.4729	0.6523	606	1.3436	0.3389	1.3436	1.1592
0.4729	0.6545	608	1.3852	0.3522	1.3852	1.1770
0.4729	0.6566	610	1.3278	0.4015	1.3278	1.1523
0.4729	0.6588	612	1.1206	0.4268	1.1206	1.0586
0.4729	0.6609	614	1.0420	0.4162	1.0420	1.0208
0.4729	0.6631	616	1.0857	0.4162	1.0857	1.0420
0.4729	0.6652	618	1.2603	0.4504	1.2603	1.1226
0.4729	0.6674	620	1.5059	0.3587	1.5059	1.2272
0.4729	0.6695	622	1.5751	0.3191	1.5751	1.2550
0.4729	0.6717	624	1.4808	0.3587	1.4808	1.2169
0.4729	0.6738	626	1.3437	0.3499	1.3437	1.1592
0.4729	0.6760	628	1.2232	0.3361	1.2232	1.1060
0.4729	0.6781	630	1.1749	0.2954	1.1749	1.0839
0.4729	0.6803	632	1.1490	0.2954	1.1490	1.0719
0.4729	0.6825	634	1.1824	0.2855	1.1824	1.0874
0.4729	0.6846	636	1.2554	0.2723	1.2554	1.1204
0.4729	0.6868	638	1.3561	0.3361	1.3561	1.1645
0.4729	0.6889	640	1.4261	0.3312	1.4261	1.1942
0.4729	0.6911	642	1.4573	0.3312	1.4573	1.2072
0.4729	0.6932	644	1.5061	0.3333	1.5061	1.2272
0.4729	0.6954	646	1.4065	0.3522	1.4065	1.1860
0.4729	0.6975	648	1.3787	0.4145	1.3787	1.1742
0.4729	0.6997	650	1.5101	0.3261	1.5101	1.2289
0.4729	0.7018	652	1.6218	0.2732	1.6218	1.2735
0.4729	0.7040	654	1.7036	0.2732	1.7036	1.3052
0.4729	0.7061	656	1.6221	0.2607	1.6221	1.2736
0.4729	0.7083	658	1.4172	0.3571	1.4172	1.1905
0.4729	0.7104	660	1.3593	0.3538	1.3593	1.1659
0.4729	0.7126	662	1.3031	0.2692	1.3031	1.1415
0.4729	0.7147	664	1.3927	0.2759	1.3927	1.1801
0.4729	0.7169	666	1.4808	0.2863	1.4808	1.2169
0.4729	0.7191	668	1.6354	0.2573	1.6354	1.2788
0.4729	0.7212	670	1.6611	0.2573	1.6611	1.2888
0.4729	0.7234	672	1.6265	0.2045	1.6265	1.2754
0.4729	0.7255	674	1.5515	0.2863	1.5515	1.2456
0.4729	0.7277	676	1.5308	0.2863	1.5308	1.2373
0.4729	0.7298	678	1.4849	0.2863	1.4849	1.2186
0.4729	0.7320	680	1.3855	0.2246	1.3855	1.1771
0.4729	0.7341	682	1.2801	0.2306	1.2801	1.1314
0.4729	0.7363	684	1.2670	0.2358	1.2670	1.1256
0.4729	0.7384	686	1.3509	0.2192	1.3509	1.1623
0.4729	0.7406	688	1.6015	0.2314	1.6015	1.2655
0.4729	0.7427	690	1.7988	0.2573	1.7988	1.3412
0.4729	0.7449	692	2.0049	0.2095	2.0049	1.4159
0.4729	0.7470	694	2.0879	0.1737	2.0879	1.4449
0.4729	0.7492	696	1.9913	0.2095	1.9913	1.4111
0.4729	0.7513	698	1.7382	0.2573	1.7382	1.3184
0.4729	0.7535	700	1.4104	0.2582	1.4104	1.1876
0.4729	0.7557	702	1.2226	0.3758	1.2226	1.1057
0.4729	0.7578	704	1.2249	0.3208	1.2249	1.1068
0.4729	0.7600	706	1.3357	0.2393	1.3357	1.1557
0.4729	0.7621	708	1.4345	0.2863	1.4345	1.1977
0.4729	0.7643	710	1.5794	0.2760	1.5794	1.2567
0.4729	0.7664	712	1.6774	0.2760	1.6774	1.2952
0.4729	0.7686	714	1.7418	0.2760	1.7418	1.3198
0.4729	0.7707	716	1.6594	0.2760	1.6594	1.2882
0.4729	0.7729	718	1.6387	0.2760	1.6387	1.2801
0.4729	0.7750	720	1.5956	0.25	1.5956	1.2632
0.4729	0.7772	722	1.5898	0.25	1.5898	1.2609
0.4729	0.7793	724	1.6152	0.25	1.6152	1.2709
0.4729	0.7815	726	1.7059	0.2573	1.7059	1.3061
0.4729	0.7836	728	1.6759	0.2760	1.6759	1.2945
0.4729	0.7858	730	1.6521	0.25	1.6521	1.2853
0.4729	0.7879	732	1.5472	0.1841	1.5472	1.2439
0.4729	0.7901	734	1.5080	0.2289	1.5080	1.2280
0.4729	0.7922	736	1.4753	0.2289	1.4753	1.2146
0.4729	0.7944	738	1.4777	0.2437	1.4777	1.2156
0.4729	0.7966	740	1.4649	0.2437	1.4649	1.2103
0.4729	0.7987	742	1.4430	0.2437	1.4430	1.2012
0.4729	0.8009	744	1.4160	0.2241	1.4160	1.1900
0.4729	0.8030	746	1.3617	0.2241	1.3617	1.1669
0.4729	0.8052	748	1.3607	0.2241	1.3607	1.1665
0.4729	0.8073	750	1.4412	0.3132	1.4412	1.2005
0.4729	0.8095	752	1.4442	0.3389	1.4442	1.2018
0.4729	0.8116	754	1.3362	0.3142	1.3362	1.1559
0.4729	0.8138	756	1.1925	0.3003	1.1925	1.0920
0.4729	0.8159	758	1.1008	0.3487	1.1008	1.0492
0.4729	0.8181	760	1.1207	0.3487	1.1207	1.0587
0.4729	0.8202	762	1.1682	0.3020	1.1682	1.0809
0.4729	0.8224	764	1.2036	0.2806	1.2036	1.0971
0.4729	0.8245	766	1.2253	0.2960	1.2253	1.1069
0.4729	0.8267	768	1.2824	0.3338	1.2824	1.1324
0.4729	0.8288	770	1.2505	0.2973	1.2505	1.1183
0.4729	0.8310	772	1.2653	0.3403	1.2653	1.1249
0.4729	0.8332	774	1.4405	0.3059	1.4405	1.2002
0.4729	0.8353	776	1.6282	0.3182	1.6282	1.2760
0.4729	0.8375	778	1.6987	0.3205	1.6987	1.3033
0.4729	0.8396	780	1.6005	0.3182	1.6005	1.2651
0.4729	0.8418	782	1.4361	0.3268	1.4361	1.1984
0.4729	0.8439	784	1.2167	0.3057	1.2167	1.1030
0.4729	0.8461	786	1.1690	0.3055	1.1690	1.0812
0.4729	0.8482	788	1.2119	0.2806	1.2119	1.1009
0.4729	0.8504	790	1.2965	0.2689	1.2965	1.1386
0.4729	0.8525	792	1.4335	0.3132	1.4335	1.1973
0.4729	0.8547	794	1.5484	0.3389	1.5484	1.2444
0.4729	0.8568	796	1.5293	0.3132	1.5293	1.2367
0.4729	0.8590	798	1.4256	0.2410	1.4256	1.1940
0.4729	0.8611	800	1.3227	0.2848	1.3227	1.1501
0.4729	0.8633	802	1.1958	0.2721	1.1958	1.0935
0.4729	0.8654	804	1.1550	0.2721	1.1550	1.0747
0.4729	0.8676	806	1.1922	0.2721	1.1922	1.0919
0.4729	0.8698	808	1.2625	0.2716	1.2625	1.1236
0.4729	0.8719	810	1.2625	0.3112	1.2625	1.1236
0.4729	0.8741	812	1.3396	0.3166	1.3396	1.1574
0.4729	0.8762	814	1.5785	0.3010	1.5785	1.2564
0.4729	0.8784	816	1.8641	0.2259	1.8641	1.3653
0.4729	0.8805	818	1.9500	0.1737	1.9500	1.3964
0.4729	0.8827	820	1.8387	0.2259	1.8387	1.3560
0.4729	0.8848	822	1.6436	0.2889	1.6436	1.2820
0.4729	0.8870	824	1.4962	0.3239	1.4962	1.2232
0.4729	0.8891	826	1.4735	0.3239	1.4735	1.2139
0.4729	0.8913	828	1.5657	0.2918	1.5657	1.2513
0.4729	0.8934	830	1.7051	0.2791	1.7051	1.3058
0.4729	0.8956	832	1.7544	0.2607	1.7544	1.3245
0.4729	0.8977	834	1.6895	0.2791	1.6895	1.2998
0.4729	0.8999	836	1.5592	0.2918	1.5592	1.2487
0.4729	0.9020	838	1.4407	0.3239	1.4407	1.2003
0.4729	0.9042	840	1.3305	0.4145	1.3305	1.1535
0.4729	0.9064	842	1.3299	0.3493	1.3299	1.1532
0.4729	0.9085	844	1.3790	0.3366	1.3790	1.1743
0.4729	0.9107	846	1.3669	0.3571	1.3669	1.1692
0.4729	0.9128	848	1.4228	0.3366	1.4228	1.1928
0.4729	0.9150	850	1.6050	0.2821	1.6050	1.2669
0.4729	0.9171	852	1.8298	0.2821	1.8298	1.3527
0.4729	0.9193	854	1.8676	0.2640	1.8676	1.3666
0.4729	0.9214	856	1.8563	0.2821	1.8563	1.3625
0.4729	0.9236	858	1.7390	0.3010	1.7390	1.3187
0.4729	0.9257	860	1.5973	0.3010	1.5973	1.2639
0.4729	0.9279	862	1.4429	0.2955	1.4429	1.2012
0.4729	0.9300	864	1.3948	0.3059	1.3948	1.1810
0.4729	0.9322	866	1.4899	0.2955	1.4899	1.2206
0.4729	0.9343	868	1.5302	0.3111	1.5302	1.2370
0.4729	0.9365	870	1.5664	0.2983	1.5664	1.2516
0.4729	0.9386	872	1.6900	0.2791	1.6900	1.3000
0.4729	0.9408	874	1.8403	0.2821	1.8403	1.3566
0.4729	0.9429	876	1.8761	0.2640	1.8761	1.3697
0.4729	0.9451	878	1.7654	0.2791	1.7654	1.3287
0.4729	0.9473	880	1.6584	0.2791	1.6584	1.2878
0.4729	0.9494	882	1.5242	0.2955	1.5242	1.2346
0.4729	0.9516	884	1.4475	0.3423	1.4475	1.2031
0.4729	0.9537	886	1.4745	0.2889	1.4745	1.2143
0.4729	0.9559	888	1.5392	0.2889	1.5392	1.2407
0.4729	0.9580	890	1.5489	0.2760	1.5489	1.2446
0.4729	0.9602	892	1.5648	0.2760	1.5648	1.2509
0.4729	0.9623	894	1.5665	0.2760	1.5665	1.2516
0.4729	0.9645	896	1.4742	0.3389	1.4742	1.2142
0.4729	0.9666	898	1.3595	0.3105	1.3595	1.1660
0.4729	0.9688	900	1.2124	0.2848	1.2124	1.1011
0.4729	0.9709	902	1.1409	0.3226	1.1409	1.0681
0.4729	0.9731	904	1.1563	0.3226	1.1563	1.0753
0.4729	0.9752	906	1.1748	0.3159	1.1748	1.0839
0.4729	0.9774	908	1.2445	0.2765	1.2445	1.1156
0.4729	0.9795	910	1.3529	0.3231	1.3529	1.1632
0.4729	0.9817	912	1.5312	0.3017	1.5312	1.2374
0.4729	0.9839	914	1.6719	0.2791	1.6719	1.2930
0.4729	0.9860	916	1.7334	0.2791	1.7334	1.3166
0.4729	0.9882	918	1.6910	0.2791	1.6910	1.3004
0.4729	0.9903	920	1.5537	0.2955	1.5537	1.2465
0.4729	0.9925	922	1.3814	0.2241	1.3814	1.1753
0.4729	0.9946	924	1.3603	0.2241	1.3603	1.1663
0.4729	0.9968	926	1.4001	0.2542	1.4001	1.1833
0.4729	0.9989	928	1.5115	0.2955	1.5115	1.2295
0.4729	1.0011	930	1.6635	0.2760	1.6635	1.2898
0.4729	1.0032	932	1.7067	0.2760	1.7067	1.3064
0.4729	1.0054	934	1.6997	0.2760	1.6997	1.3037
0.4729	1.0075	936	1.7122	0.2983	1.7122	1.3085
0.4729	1.0097	938	1.7082	0.2983	1.7082	1.3070
0.4729	1.0118	940	1.6795	0.2955	1.6795	1.2960
0.4729	1.0140	942	1.5886	0.2925	1.5886	1.2604
0.4729	1.0161	944	1.4733	0.2542	1.4733	1.2138
0.4729	1.0183	946	1.4656	0.2542	1.4656	1.2106
0.4729	1.0205	948	1.4810	0.2542	1.4810	1.2169
0.4729	1.0226	950	1.5170	0.2830	1.5170	1.2316
0.4729	1.0248	952	1.6026	0.2955	1.6026	1.2659
0.4729	1.0269	954	1.6909	0.2955	1.6909	1.3004
0.4729	1.0291	956	1.7541	0.2955	1.7541	1.3244
0.4729	1.0312	958	1.8666	0.2791	1.8666	1.3662
0.4729	1.0334	960	1.8781	0.2821	1.8781	1.3704
0.4729	1.0355	962	1.7325	0.2955	1.7325	1.3162
0.4729	1.0377	964	1.6317	0.2955	1.6317	1.2774
0.4729	1.0398	966	1.5448	0.2955	1.5448	1.2429
0.4729	1.0420	968	1.3691	0.2863	1.3691	1.1701
0.4729	1.0441	970	1.3035	0.2985	1.3035	1.1417
0.4729	1.0463	972	1.3438	0.2681	1.3438	1.1592
0.4729	1.0484	974	1.4820	0.2693	1.4820	1.2174
0.4729	1.0506	976	1.7165	0.2760	1.7165	1.3102
0.4729	1.0527	978	1.7967	0.2760	1.7967	1.3404
0.4729	1.0549	980	1.8036	0.2760	1.8036	1.3430
0.4729	1.0571	982	1.8170	0.2760	1.8170	1.3480
0.4729	1.0592	984	1.6881	0.2760	1.6881	1.2993
0.4729	1.0614	986	1.4798	0.1784	1.4798	1.2165
0.4729	1.0635	988	1.3581	0.2083	1.3581	1.1654
0.4729	1.0657	990	1.2696	0.2597	1.2696	1.1268
0.4729	1.0678	992	1.2878	0.2684	1.2878	1.1348
0.4729	1.0700	994	1.3437	0.2763	1.3437	1.1592
0.4729	1.0721	996	1.4008	0.3105	1.4008	1.1835
0.4729	1.0743	998	1.5019	0.3389	1.5019	1.2255
0.1045	1.0764	1000	1.5218	0.3389	1.5218	1.2336
0.1045	1.0786	1002	1.5243	0.3389	1.5243	1.2346
0.1045	1.0807	1004	1.4995	0.3389	1.4995	1.2245
0.1045	1.0829	1006	1.3972	0.3105	1.3972	1.1821
0.1045	1.0850	1008	1.2562	0.3057	1.2562	1.1208
0.1045	1.0872	1010	1.1209	0.2723	1.1209	1.0587
0.1045	1.0893	1012	1.0632	0.2819	1.0632	1.0311
0.1045	1.0915	1014	1.0639	0.2819	1.0639	1.0315
0.1045	1.0936	1016	1.1182	0.3235	1.1182	1.0575
0.1045	1.0958	1018	1.2323	0.2844	1.2323	1.1101
0.1045	1.0980	1020	1.3461	0.3115	1.3461	1.1602
0.1045	1.1001	1022	1.4764	0.3522	1.4764	1.2151
0.1045	1.1023	1024	1.6816	0.3182	1.6816	1.2968
0.1045	1.1044	1026	1.7922	0.2791	1.7922	1.3387
0.1045	1.1066	1028	1.7709	0.2791	1.7709	1.3307
0.1045	1.1087	1030	1.6208	0.3182	1.6208	1.2731
0.1045	1.1109	1032	1.3920	0.3077	1.3920	1.1798
0.1045	1.1130	1034	1.1835	0.2449	1.1835	1.0879
0.1045	1.1152	1036	1.1236	0.3177	1.1236	1.0600
0.1045	1.1173	1038	1.1673	0.2628	1.1673	1.0804
0.1045	1.1195	1040	1.2669	0.1909	1.2669	1.1256
0.1045	1.1216	1042	1.3902	0.2973	1.3902	1.1791
0.1045	1.1238	1044	1.4015	0.3244	1.4015	1.1838
0.1045	1.1259	1046	1.3045	0.2915	1.3045	1.1422
0.1045	1.1281	1048	1.2043	0.3036	1.2043	1.0974
0.1045	1.1302	1050	1.1303	0.2303	1.1303	1.0631
0.1045	1.1324	1052	1.1258	0.2855	1.1258	1.0610
0.1045	1.1346	1054	1.1679	0.3003	1.1679	1.0807
0.1045	1.1367	1056	1.2379	0.2725	1.2379	1.1126
0.1045	1.1389	1058	1.2972	0.3623	1.2972	1.1390
0.1045	1.1410	1060	1.2771	0.3623	1.2771	1.1301
0.1045	1.1432	1062	1.1807	0.3733	1.1807	1.0866
0.1045	1.1453	1064	1.0682	0.3687	1.0682	1.0335
0.1045	1.1475	1066	0.9980	0.4567	0.9980	0.9990
0.1045	1.1496	1068	0.9413	0.4150	0.9413	0.9702
0.1045	1.1518	1070	0.9339	0.4771	0.9339	0.9664
0.1045	1.1539	1072	0.9666	0.4450	0.9666	0.9832
0.1045	1.1561	1074	1.0179	0.3838	1.0179	1.0089
0.1045	1.1582	1076	1.0930	0.3178	1.0930	1.0455
0.1045	1.1604	1078	1.1361	0.3178	1.1361	1.0659
0.1045	1.1625	1080	1.1143	0.2569	1.1143	1.0556
0.1045	1.1647	1082	1.0651	0.3438	1.0651	1.0320
0.1045	1.1668	1084	1.0298	0.3945	1.0298	1.0148
0.1045	1.1690	1086	1.0429	0.3640	1.0429	1.0212
0.1045	1.1712	1088	1.0542	0.3250	1.0542	1.0267
0.1045	1.1733	1090	1.1090	0.3746	1.1090	1.0531
0.1045	1.1755	1092	1.1140	0.3798	1.1140	1.0554
0.1045	1.1776	1094	1.0592	0.3632	1.0592	1.0292
0.1045	1.1798	1096	1.0628	0.3650	1.0628	1.0309
0.1045	1.1819	1098	1.1440	0.3077	1.1440	1.0696
0.1045	1.1841	1100	1.1657	0.2656	1.1657	1.0797
0.1045	1.1862	1102	1.1208	0.2812	1.1208	1.0587
0.1045	1.1884	1104	1.1149	0.2933	1.1149	1.0559
0.1045	1.1905	1106	1.1957	0.3067	1.1957	1.0935
0.1045	1.1927	1108	1.2346	0.3067	1.2346	1.1111
0.1045	1.1948	1110	1.1940	0.3067	1.1940	1.0927
0.1045	1.1970	1112	1.1346	0.3292	1.1346	1.0652
0.1045	1.1991	1114	1.1072	0.3230	1.1072	1.0522
0.1045	1.2013	1116	1.1296	0.3952	1.1296	1.0628
0.1045	1.2034	1118	1.2717	0.4111	1.2717	1.1277
0.1045	1.2056	1120	1.4603	0.4214	1.4603	1.2084
0.1045	1.2078	1122	1.5354	0.4214	1.5354	1.2391
0.1045	1.2099	1124	1.4696	0.4121	1.4696	1.2123
0.1045	1.2121	1126	1.2877	0.4234	1.2877	1.1348
0.1045	1.2142	1128	1.1166	0.4214	1.1166	1.0567
0.1045	1.2164	1130	1.0466	0.3889	1.0466	1.0230
0.1045	1.2185	1132	1.0714	0.3404	1.0714	1.0351
0.1045	1.2207	1134	1.1031	0.3125	1.1031	1.0503
0.1045	1.2228	1136	1.1880	0.3250	1.1880	1.0899
0.1045	1.2250	1138	1.2490	0.2768	1.2490	1.1176
0.1045	1.2271	1140	1.2585	0.3067	1.2585	1.1218
0.1045	1.2293	1142	1.2501	0.3067	1.2501	1.1181
0.1045	1.2314	1144	1.2918	0.3067	1.2918	1.1366
0.1045	1.2336	1146	1.3895	0.3205	1.3895	1.1788
0.1045	1.2357	1148	1.4316	0.3501	1.4316	1.1965
0.1045	1.2379	1150	1.3841	0.3501	1.3841	1.1765
0.1045	1.2400	1152	1.2575	0.3405	1.2575	1.1214
0.1045	1.2422	1154	1.1320	0.3279	1.1320	1.0639
0.1045	1.2443	1156	1.1367	0.3307	1.1367	1.0662
0.1045	1.2465	1158	1.1809	0.3405	1.1809	1.0867
0.1045	1.2487	1160	1.3099	0.3875	1.3099	1.1445
0.1045	1.2508	1162	1.3877	0.352	1.3877	1.1780
0.1045	1.2530	1164	1.4385	0.352	1.4385	1.1994
0.1045	1.2551	1166	1.4181	0.2949	1.4181	1.1908
0.1045	1.2573	1168	1.3985	0.2612	1.3985	1.1826
0.1045	1.2594	1170	1.3574	0.2612	1.3574	1.1651
0.1045	1.2616	1172	1.3662	0.2612	1.3662	1.1688
0.1045	1.2637	1174	1.3708	0.2949	1.3708	1.1708
0.1045	1.2659	1176	1.4138	0.352	1.4138	1.1890
0.1045	1.2680	1178	1.5142	0.3587	1.5142	1.2305
0.1045	1.2702	1180	1.6179	0.3386	1.6179	1.2720
0.1045	1.2723	1182	1.5674	0.3587	1.5674	1.2519
0.1045	1.2745	1184	1.5336	0.3587	1.5336	1.2384
0.1045	1.2766	1186	1.5783	0.3587	1.5783	1.2563
0.1045	1.2788	1188	1.5703	0.3587	1.5703	1.2531
0.1045	1.2809	1190	1.6765	0.2732	1.6765	1.2948
0.1045	1.2831	1192	1.7527	0.2430	1.7527	1.3239
0.1045	1.2853	1194	1.6748	0.2573	1.6748	1.2941
0.1045	1.2874	1196	1.5236	0.3753	1.5236	1.2343
0.1045	1.2896	1198	1.3368	0.3219	1.3368	1.1562
0.1045	1.2917	1200	1.2545	0.3718	1.2545	1.1201
0.1045	1.2939	1202	1.2832	0.3983	1.2832	1.1328
0.1045	1.2960	1204	1.4273	0.4008	1.4273	1.1947
0.1045	1.2982	1206	1.4721	0.4015	1.4721	1.2133
0.1045	1.3003	1208	1.5785	0.4015	1.5785	1.2564
0.1045	1.3025	1210	1.6199	0.4015	1.6199	1.2727
0.1045	1.3046	1212	1.6443	0.4015	1.6443	1.2823
0.1045	1.3068	1214	1.6004	0.4015	1.6004	1.2651
0.1045	1.3089	1216	1.5592	0.4015	1.5592	1.2487
0.1045	1.3111	1218	1.5508	0.352	1.5508	1.2453
0.1045	1.3132	1220	1.6159	0.352	1.6159	1.2712
0.1045	1.3154	1222	1.5516	0.3501	1.5516	1.2456
0.1045	1.3175	1224	1.4405	0.2569	1.4405	1.2002
0.1045	1.3197	1226	1.4055	0.2569	1.4055	1.1855
0.1045	1.3219	1228	1.3393	0.2186	1.3393	1.1573
0.1045	1.3240	1230	1.3211	0.2524	1.3211	1.1494
0.1045	1.3262	1232	1.4120	0.2949	1.4120	1.1883
0.1045	1.3283	1234	1.4391	0.3501	1.4391	1.1996
0.1045	1.3305	1236	1.3314	0.3625	1.3314	1.1539
0.1045	1.3326	1238	1.1958	0.3230	1.1958	1.0935
0.1045	1.3348	1240	1.1183	0.3429	1.1183	1.0575
0.1045	1.3369	1242	1.1290	0.3553	1.1290	1.0625
0.1045	1.3391	1244	1.2230	0.3814	1.2230	1.1059
0.1045	1.3412	1246	1.3628	0.4024	1.3628	1.1674
0.1045	1.3434	1248	1.5810	0.3366	1.5810	1.2574
0.1045	1.3455	1250	1.6964	0.3366	1.6964	1.3025
0.1045	1.3477	1252	1.7917	0.3239	1.7917	1.3385
0.1045	1.3498	1254	1.7820	0.3239	1.7820	1.3349
0.1045	1.3520	1256	1.6889	0.3239	1.6889	1.2996
0.1045	1.3541	1258	1.5680	0.3239	1.5680	1.2522
0.1045	1.3563	1260	1.4597	0.3303	1.4597	1.2082
0.1045	1.3584	1262	1.4384	0.4237	1.4384	1.1993
0.1045	1.3606	1264	1.5281	0.3366	1.5281	1.2362
0.1045	1.3628	1266	1.7118	0.2855	1.7118	1.3084
0.1045	1.3649	1268	1.8458	0.2618	1.8458	1.3586
0.1045	1.3671	1270	1.9365	0.2618	1.9365	1.3916
0.1045	1.3692	1272	1.9527	0.2297	1.9527	1.3974
0.1045	1.3714	1274	1.8787	0.2297	1.8787	1.3706
0.1045	1.3735	1276	1.7404	0.2732	1.7404	1.3193
0.1045	1.3757	1278	1.6796	0.3111	1.6796	1.2960
0.1045	1.3778	1280	1.6279	0.3111	1.6279	1.2759
0.1045	1.3800	1282	1.5563	0.3192	1.5563	1.2475
0.1045	1.3821	1284	1.4756	0.3623	1.4756	1.2147
0.1045	1.3843	1286	1.4621	0.376	1.4621	1.2092
0.1045	1.3864	1288	1.4818	0.376	1.4818	1.2173
0.1045	1.3886	1290	1.5833	0.3366	1.5833	1.2583
0.1045	1.3907	1292	1.7406	0.3169	1.7406	1.3193
0.1045	1.3929	1294	1.8447	0.2979	1.8447	1.3582
0.1045	1.3950	1296	1.8965	0.2674	1.8965	1.3771
0.1045	1.3972	1298	1.8721	0.2343	1.8721	1.3682
0.1045	1.3994	1300	1.7914	0.2518	1.7914	1.3384
0.1045	1.4015	1302	1.6759	0.2990	1.6759	1.2946
0.1045	1.4037	1304	1.6643	0.2990	1.6643	1.2901
0.1045	1.4058	1306	1.6979	0.2632	1.6979	1.3030
0.1045	1.4080	1308	1.7253	0.25	1.7253	1.3135
0.1045	1.4101	1310	1.7734	0.25	1.7734	1.3317
0.1045	1.4123	1312	1.7091	0.25	1.7091	1.3073
0.1045	1.4144	1314	1.5850	0.2830	1.5850	1.2590
0.1045	1.4166	1316	1.5698	0.2830	1.5698	1.2529
0.1045	1.4187	1318	1.6801	0.2461	1.6801	1.2962
0.1045	1.4209	1320	1.8549	0.2136	1.8549	1.3620
0.1045	1.4230	1322	1.9431	0.2220	1.9431	1.3939
0.1045	1.4252	1324	1.9233	0.2220	1.9233	1.3868
0.1045	1.4273	1326	1.8228	0.2136	1.8228	1.3501
0.1045	1.4295	1328	1.7706	0.2136	1.7706	1.3306
0.1045	1.4316	1330	1.8072	0.2393	1.8072	1.3443
0.1045	1.4338	1332	1.8145	0.2220	1.8145	1.3470
0.1045	1.4360	1334	1.8517	0.2343	1.8517	1.3608
0.1045	1.4381	1336	1.7812	0.2855	1.7812	1.3346
0.1045	1.4403	1338	1.7391	0.3239	1.7391	1.3188
0.1045	1.4424	1340	1.7339	0.3111	1.7339	1.3168
0.1045	1.4446	1342	1.6706	0.2795	1.6706	1.2925
0.1045	1.4467	1344	1.5493	0.3219	1.5493	1.2447
0.1045	1.4489	1346	1.4684	0.3219	1.4684	1.2118
0.1045	1.4510	1348	1.4168	0.3219	1.4168	1.1903
0.1045	1.4532	1350	1.3640	0.3697	1.3640	1.1679
0.1045	1.4553	1352	1.3686	0.3697	1.3686	1.1699
0.1045	1.4575	1354	1.4883	0.3219	1.4883	1.2200
0.1045	1.4596	1356	1.5822	0.3219	1.5822	1.2579
0.1045	1.4618	1358	1.6290	0.3485	1.6290	1.2763
0.1045	1.4639	1360	1.6794	0.3753	1.6794	1.2959
0.1045	1.4661	1362	1.6685	0.3504	1.6685	1.2917
0.1045	1.4682	1364	1.5932	0.3361	1.5932	1.2622
0.1045	1.4704	1366	1.5453	0.3361	1.5453	1.2431
0.1045	1.4726	1368	1.5524	0.3219	1.5524	1.2460
0.1045	1.4747	1370	1.5171	0.3219	1.5171	1.2317
0.1045	1.4769	1372	1.4783	0.3219	1.4783	1.2159
0.1045	1.4790	1374	1.4729	0.3219	1.4729	1.2136
0.1045	1.4812	1376	1.5042	0.3219	1.5042	1.2264
0.1045	1.4833	1378	1.6099	0.2863	1.6099	1.2688
0.1045	1.4855	1380	1.6513	0.3389	1.6513	1.2850
0.1045	1.4876	1382	1.5764	0.3244	1.5764	1.2555
0.1045	1.4898	1384	1.4263	0.3361	1.4263	1.1943
0.1045	1.4919	1386	1.3630	0.3361	1.3630	1.1675
0.1045	1.4941	1388	1.3357	0.3501	1.3357	1.1557
0.1045	1.4962	1390	1.3426	0.3501	1.3426	1.1587
0.1045	1.4984	1392	1.3024	0.3482	1.3024	1.1412
0.1045	1.5005	1394	1.2214	0.3687	1.2214	1.1052
0.1045	1.5027	1396	1.2189	0.4119	1.2189	1.1040
0.1045	1.5048	1398	1.2873	0.3641	1.2873	1.1346
0.1045	1.5070	1400	1.4055	0.4145	1.4055	1.1855
0.1045	1.5091	1402	1.4945	0.4015	1.4945	1.2225
0.1045	1.5113	1404	1.4643	0.4145	1.4643	1.2101
0.1045	1.5135	1406	1.4979	0.4015	1.4979	1.2239
0.1045	1.5156	1408	1.4895	0.4015	1.4895	1.2204
0.1045	1.5178	1410	1.4173	0.3657	1.4173	1.1905
0.1045	1.5199	1412	1.4150	0.3657	1.4150	1.1895
0.1045	1.5221	1414	1.4685	0.3906	1.4685	1.2118
0.1045	1.5242	1416	1.5414	0.3797	1.5414	1.2415
0.1045	1.5264	1418	1.6129	0.3797	1.6129	1.2700
0.1045	1.5285	1420	1.5482	0.3925	1.5482	1.2442
0.1045	1.5307	1422	1.4748	0.4145	1.4748	1.2144
0.1045	1.5328	1424	1.3883	0.3906	1.3883	1.1783
0.1045	1.5350	1426	1.2391	0.3641	1.2391	1.1132
0.1045	1.5371	1428	1.1509	0.3625	1.1509	1.0728
0.1045	1.5393	1430	1.1318	0.4119	1.1318	1.0639
0.1045	1.5414	1432	1.1995	0.3625	1.1995	1.0952
0.1045	1.5436	1434	1.3129	0.3657	1.3129	1.1458
0.1045	1.5457	1436	1.4191	0.3657	1.4191	1.1912
0.1045	1.5479	1438	1.4558	0.3906	1.4558	1.2066
0.1045	1.5501	1440	1.3815	0.3657	1.3815	1.1754
0.1045	1.5522	1442	1.2498	0.4024	1.2498	1.1179
0.1045	1.5544	1444	1.1702	0.4298	1.1702	1.0818
0.1045	1.5565	1446	1.1425	0.4298	1.1425	1.0689
0.1045	1.5587	1448	1.1824	0.4298	1.1824	1.0874
0.1045	1.5608	1450	1.2354	0.4024	1.2354	1.1115
0.1045	1.5630	1452	1.2295	0.4017	1.2295	1.1088
0.1045	1.5651	1454	1.1907	0.4017	1.1907	1.0912
0.1045	1.5673	1456	1.2315	0.3625	1.2315	1.1097
0.1045	1.5694	1458	1.3601	0.3657	1.3601	1.1662
0.1045	1.5716	1460	1.4690	0.3773	1.4690	1.2120
0.1045	1.5737	1462	1.5338	0.3885	1.5338	1.2385
0.1045	1.5759	1464	1.5177	0.3382	1.5177	1.2320
0.1045	1.5780	1466	1.4576	0.3382	1.4576	1.2073
0.1045	1.5802	1468	1.3739	0.3338	1.3739	1.1721
0.1045	1.5823	1470	1.3151	0.3057	1.3151	1.1468
0.1045	1.5845	1472	1.3253	0.3057	1.3253	1.1512
0.1045	1.5867	1474	1.4152	0.3219	1.4152	1.1896
0.1045	1.5888	1476	1.5222	0.3504	1.5222	1.2338
0.1045	1.5910	1478	1.5840	0.3753	1.5840	1.2586
0.1045	1.5931	1480	1.5439	0.3753	1.5439	1.2426
0.1045	1.5953	1482	1.4472	0.3382	1.4472	1.2030
0.1045	1.5974	1484	1.3846	0.3382	1.3846	1.1767
0.1045	1.5996	1486	1.3959	0.3382	1.3959	1.1815
0.1045	1.6017	1488	1.3828	0.3773	1.3828	1.1759
0.1045	1.6039	1490	1.3867	0.3773	1.3867	1.1776
0.1045	1.6060	1492	1.4206	0.3773	1.4206	1.1919
0.1045	1.6082	1494	1.5390	0.3885	1.5390	1.2406
0.1045	1.6103	1496	1.6237	0.3043	1.6237	1.2742
0.1045	1.6125	1498	1.6584	0.3043	1.6584	1.2878
0.0688	1.6146	1500	1.7645	0.2732	1.7645	1.3283
0.0688	1.6168	1502	1.7812	0.2732	1.7812	1.3346
0.0688	1.6189	1504	1.6990	0.2918	1.6990	1.3035
0.0688	1.6211	1506	1.5709	0.3668	1.5709	1.2534
0.0688	1.6233	1508	1.4934	0.3423	1.4934	1.2220
0.0688	1.6254	1510	1.4975	0.3797	1.4975	1.2237
0.0688	1.6276	1512	1.5138	0.3797	1.5138	1.2304
0.0688	1.6297	1514	1.4687	0.3797	1.4687	1.2119
0.0688	1.6319	1516	1.4044	0.3555	1.4044	1.1851
0.0688	1.6340	1518	1.2798	0.3501	1.2798	1.1313
0.0688	1.6362	1520	1.1316	0.3304	1.1316	1.0638
0.0688	1.6383	1522	1.0560	0.3826	1.0560	1.0276
0.0688	1.6405	1524	1.0438	0.4094	1.0438	1.0217
0.0688	1.6426	1526	1.1045	0.3826	1.1045	1.0509
0.0688	1.6448	1528	1.2167	0.3482	1.2167	1.1030
0.0688	1.6469	1530	1.4070	0.4015	1.4070	1.1862
0.0688	1.6491	1532	1.5158	0.3797	1.5158	1.2312
0.0688	1.6512	1534	1.5803	0.3587	1.5803	1.2571
0.0688	1.6534	1536	1.5970	0.3587	1.5970	1.2637
0.0688	1.6555	1538	1.6050	0.3587	1.6050	1.2669
0.0688	1.6577	1540	1.6518	0.3587	1.6518	1.2852
0.0688	1.6598	1542	1.6157	0.3587	1.6157	1.2711
0.0688	1.6620	1544	1.6647	0.3587	1.6647	1.2902
0.0688	1.6642	1546	1.6244	0.3587	1.6244	1.2745
0.0688	1.6663	1548	1.4893	0.3797	1.4893	1.2204
0.0688	1.6685	1550	1.3695	0.4015	1.3695	1.1703
0.0688	1.6706	1552	1.3303	0.376	1.3303	1.1534
0.0688	1.6728	1554	1.2903	0.3501	1.2903	1.1359
0.0688	1.6749	1556	1.2480	0.3501	1.2480	1.1171
0.0688	1.6771	1558	1.2146	0.3462	1.2146	1.1021
0.0688	1.6792	1560	1.2796	0.3501	1.2796	1.1312
0.0688	1.6814	1562	1.4311	0.376	1.4311	1.1963
0.0688	1.6835	1564	1.6721	0.3169	1.6721	1.2931
0.0688	1.6857	1566	1.7983	0.2979	1.7983	1.3410
0.0688	1.6878	1568	1.7877	0.3169	1.7877	1.3370
0.0688	1.6900	1570	1.6687	0.3169	1.6687	1.2918
0.0688	1.6921	1572	1.5605	0.3120	1.5605	1.2492
0.0688	1.6943	1574	1.4603	0.3773	1.4603	1.2084
0.0688	1.6964	1576	1.4133	0.376	1.4133	1.1888
0.0688	1.6986	1578	1.4177	0.3773	1.4177	1.1907
0.0688	1.7008	1580	1.3625	0.376	1.3625	1.1673
0.0688	1.7029	1582	1.3842	0.376	1.3842	1.1765
0.0688	1.7051	1584	1.4060	0.4015	1.4060	1.1857
0.0688	1.7072	1586	1.3770	0.376	1.3770	1.1734
0.0688	1.7094	1588	1.3538	0.376	1.3538	1.1635
0.0688	1.7115	1590	1.3295	0.376	1.3295	1.1530
0.0688	1.7137	1592	1.4374	0.4008	1.4374	1.1989
0.0688	1.7158	1594	1.5425	0.4015	1.5425	1.2420
0.0688	1.7180	1596	1.5993	0.3366	1.5993	1.2646
0.0688	1.7201	1598	1.5694	0.4015	1.5694	1.2528
0.0688	1.7223	1600	1.4773	0.4015	1.4773	1.2154
0.0688	1.7244	1602	1.4834	0.4015	1.4834	1.2179
0.0688	1.7266	1604	1.4525	0.4015	1.4525	1.2052
0.0688	1.7287	1606	1.4600	0.4008	1.4600	1.2083
0.0688	1.7309	1608	1.5123	0.4015	1.5123	1.2298
0.0688	1.7330	1610	1.6086	0.3885	1.6086	1.2683
0.0688	1.7352	1612	1.5909	0.4015	1.5909	1.2613
0.0688	1.7374	1614	1.5407	0.4015	1.5407	1.2412
0.0688	1.7395	1616	1.4363	0.4008	1.4363	1.1984
0.0688	1.7417	1618	1.3816	0.4008	1.3816	1.1754
0.0688	1.7438	1620	1.3069	0.4008	1.3069	1.1432
0.0688	1.7460	1622	1.3225	0.4008	1.3225	1.1500
0.0688	1.7481	1624	1.3982	0.4015	1.3982	1.1825
0.0688	1.7503	1626	1.5020	0.4015	1.5020	1.2256
0.0688	1.7524	1628	1.5510	0.4023	1.5510	1.2454
0.0688	1.7546	1630	1.5760	0.3797	1.5760	1.2554
0.0688	1.7567	1632	1.5155	0.4015	1.5155	1.2311
0.0688	1.7589	1634	1.4033	0.4015	1.4033	1.1846
0.0688	1.7610	1636	1.3770	0.4008	1.3770	1.1735
0.0688	1.7632	1638	1.3595	0.4275	1.3595	1.1660
0.0688	1.7653	1640	1.2603	0.4268	1.2603	1.1226
0.0688	1.7675	1642	1.2571	0.4268	1.2571	1.1212
0.0688	1.7696	1644	1.3001	0.4268	1.3001	1.1402
0.0688	1.7718	1646	1.3285	0.3501	1.3285	1.1526
0.0688	1.7740	1648	1.2943	0.3983	1.2943	1.1377
0.0688	1.7761	1650	1.2406	0.3974	1.2406	1.1138
0.0688	1.7783	1652	1.2064	0.3965	1.2064	1.0984
0.0688	1.7804	1654	1.2102	0.3965	1.2102	1.1001
0.0688	1.7826	1656	1.2444	0.3482	1.2444	1.1155
0.0688	1.7847	1658	1.3983	0.3773	1.3983	1.1825
0.0688	1.7869	1660	1.5107	0.3797	1.5107	1.2291
0.0688	1.7890	1662	1.5556	0.4402	1.5556	1.2472
0.0688	1.7912	1664	1.5174	0.4402	1.5174	1.2318
0.0688	1.7933	1666	1.4545	0.4402	1.4545	1.2060
0.0688	1.7955	1668	1.3293	0.4404	1.3293	1.1530
0.0688	1.7976	1670	1.2259	0.4404	1.2259	1.1072
0.0688	1.7998	1672	1.1772	0.4892	1.1772	1.0850
0.0688	1.8019	1674	1.2108	0.4237	1.2108	1.1004
0.0688	1.8041	1676	1.3344	0.3885	1.3344	1.1551
0.0688	1.8062	1678	1.4729	0.3753	1.4729	1.2136
0.0688	1.8084	1680	1.5344	0.3753	1.5344	1.2387
0.0688	1.8105	1682	1.5005	0.3885	1.5005	1.2250
0.0688	1.8127	1684	1.4215	0.4015	1.4215	1.1923
0.0688	1.8149	1686	1.3157	0.4015	1.3157	1.1470
0.0688	1.8170	1688	1.2114	0.3747	1.2114	1.1006
0.0688	1.8192	1690	1.1833	0.3747	1.1833	1.0878
0.0688	1.8213	1692	1.2131	0.3747	1.2131	1.1014
0.0688	1.8235	1694	1.2925	0.3773	1.2925	1.1369
0.0688	1.8256	1696	1.4184	0.4015	1.4184	1.1910
0.0688	1.8278	1698	1.4363	0.4015	1.4363	1.1985
0.0688	1.8299	1700	1.3503	0.4175	1.3503	1.1620
0.0688	1.8321	1702	1.1859	0.3919	1.1859	1.0890
0.0688	1.8342	1704	1.0493	0.4407	1.0493	1.0244
0.0688	1.8364	1706	1.0230	0.4407	1.0230	1.0114
0.0688	1.8385	1708	1.0578	0.4407	1.0578	1.0285
0.0688	1.8407	1710	1.1637	0.3886	1.1637	1.0787
0.0688	1.8428	1712	1.2977	0.3906	1.2977	1.1392
0.0688	1.8450	1714	1.3437	0.3773	1.3437	1.1592
0.0688	1.8471	1716	1.3490	0.4145	1.3490	1.1615
0.0688	1.8493	1718	1.3586	0.4504	1.3586	1.1656
0.0688	1.8515	1720	1.3145	0.4273	1.3145	1.1465
0.0688	1.8536	1722	1.3036	0.4273	1.3036	1.1418
0.0688	1.8558	1724	1.3830	0.4273	1.3830	1.1760
0.0688	1.8579	1726	1.4251	0.4145	1.4251	1.1938
0.0688	1.8601	1728	1.4024	0.4504	1.4024	1.1842
0.0688	1.8622	1730	1.3553	0.4273	1.3553	1.1642
0.0688	1.8644	1732	1.3036	0.4273	1.3036	1.1418
0.0688	1.8665	1734	1.2700	0.4167	1.2700	1.1269
0.0688	1.8687	1736	1.1722	0.3919	1.1722	1.0827
0.0688	1.8708	1738	1.1011	0.4197	1.1011	1.0493
0.0688	1.8730	1740	1.0445	0.4571	1.0445	1.0220
0.0688	1.8751	1742	1.0099	0.5100	1.0099	1.0049
0.0688	1.8773	1744	1.0236	0.4823	1.0236	1.0117
0.0688	1.8794	1746	1.1482	0.3909	1.1482	1.0715
0.0688	1.8816	1748	1.3300	0.376	1.3300	1.1532
0.0688	1.8837	1750	1.4293	0.3773	1.4293	1.1955
0.0688	1.8859	1752	1.4003	0.376	1.4003	1.1834
0.0688	1.8881	1754	1.3029	0.3537	1.3029	1.1414
0.0688	1.8902	1756	1.1990	0.3909	1.1990	1.0950
0.0688	1.8924	1758	1.1295	0.3898	1.1295	1.0628
0.0688	1.8945	1760	1.1308	0.3887	1.1308	1.0634
0.0688	1.8967	1762	1.1727	0.3898	1.1727	1.0829
0.0688	1.8988	1764	1.1677	0.3898	1.1677	1.0806
0.0688	1.9010	1766	1.1893	0.3754	1.1893	1.0906
0.0688	1.9031	1768	1.2784	0.376	1.2784	1.1307
0.0688	1.9053	1770	1.3475	0.376	1.3475	1.1608
0.0688	1.9074	1772	1.4159	0.376	1.4159	1.1899
0.0688	1.9096	1774	1.4912	0.3773	1.4912	1.2211
0.0688	1.9117	1776	1.6043	0.3797	1.6043	1.2666
0.0688	1.9139	1778	1.5947	0.3797	1.5947	1.2628
0.0688	1.9160	1780	1.4909	0.3773	1.4909	1.2210
0.0688	1.9182	1782	1.4916	0.3773	1.4916	1.2213
0.0688	1.9203	1784	1.5352	0.4015	1.5352	1.2390
0.0688	1.9225	1786	1.5033	0.3773	1.5033	1.2261
0.0688	1.9247	1788	1.4089	0.3773	1.4089	1.1870
0.0688	1.9268	1790	1.3668	0.3773	1.3668	1.1691
0.0688	1.9290	1792	1.3952	0.3639	1.3952	1.1812
0.0688	1.9311	1794	1.3633	0.3773	1.3633	1.1676
0.0688	1.9333	1796	1.2999	0.376	1.2999	1.1401
0.0688	1.9354	1798	1.2768	0.376	1.2768	1.1300
0.0688	1.9376	1800	1.2520	0.376	1.2520	1.1189
0.0688	1.9397	1802	1.2859	0.3773	1.2859	1.1340
0.0688	1.9419	1804	1.3503	0.3773	1.3503	1.1620
0.0688	1.9440	1806	1.4212	0.3773	1.4212	1.1921
0.0688	1.9462	1808	1.4639	0.4015	1.4639	1.2099
0.0688	1.9483	1810	1.4207	0.3773	1.4207	1.1919
0.0688	1.9505	1812	1.2885	0.376	1.2885	1.1351
0.0688	1.9526	1814	1.1788	0.3462	1.1788	1.0857
0.0688	1.9548	1816	1.1727	0.3394	1.1727	1.0829
0.0688	1.9569	1818	1.2065	0.3462	1.2065	1.0984
0.0688	1.9591	1820	1.2589	0.3462	1.2589	1.1220
0.0688	1.9612	1822	1.3378	0.3482	1.3378	1.1566
0.0688	1.9634	1824	1.3973	0.376	1.3973	1.1821
0.0688	1.9656	1826	1.3862	0.376	1.3862	1.1774
0.0688	1.9677	1828	1.3632	0.3501	1.3632	1.1676
0.0688	1.9699	1830	1.3783	0.376	1.3783	1.1740
0.0688	1.9720	1832	1.3334	0.3793	1.3334	1.1547
0.0688	1.9742	1834	1.2689	0.3793	1.2689	1.1265
0.0688	1.9763	1836	1.3462	0.3793	1.3462	1.1603
0.0688	1.9785	1838	1.4653	0.352	1.4653	1.2105
0.0688	1.9806	1840	1.5516	0.3773	1.5516	1.2456
0.0688	1.9828	1842	1.6007	0.4015	1.6007	1.2652
0.0688	1.9849	1844	1.5668	0.3773	1.5668	1.2517
0.0688	1.9871	1846	1.4741	0.352	1.4741	1.2141
0.0688	1.9892	1848	1.4166	0.352	1.4166	1.1902
0.0688	1.9914	1850	1.3456	0.3482	1.3456	1.1600
0.0688	1.9935	1852	1.3122	0.3482	1.3122	1.1455
0.0688	1.9957	1854	1.3175	0.3482	1.3175	1.1478
0.0688	1.9978	1856	1.3406	0.3501	1.3406	1.1579
0.0688	2.0	1858	1.3660	0.352	1.3660	1.1688
0.0688	2.0022	1860	1.3469	0.3805	1.3469	1.1606
0.0688	2.0043	1862	1.3133	0.3793	1.3133	1.1460
0.0688	2.0065	1864	1.3041	0.3780	1.3041	1.1420
0.0688	2.0086	1866	1.3158	0.3780	1.3158	1.1471
0.0688	2.0108	1868	1.2826	0.3780	1.2826	1.1325
0.0688	2.0129	1870	1.2647	0.3482	1.2647	1.1246
0.0688	2.0151	1872	1.2752	0.3482	1.2752	1.1293
0.0688	2.0172	1874	1.2807	0.3482	1.2807	1.1317
0.0688	2.0194	1876	1.2585	0.3482	1.2585	1.1218
0.0688	2.0215	1878	1.2452	0.3482	1.2452	1.1159
0.0688	2.0237	1880	1.1838	0.3482	1.1838	1.0880
0.0688	2.0258	1882	1.1093	0.3608	1.1093	1.0532
0.0688	2.0280	1884	1.0841	0.3608	1.0841	1.0412
0.0688	2.0301	1886	0.9930	0.4533	0.9930	0.9965
0.0688	2.0323	1888	0.9785	0.5227	0.9785	0.9892
0.0688	2.0344	1890	1.0188	0.4407	1.0188	1.0094
0.0688	2.0366	1892	1.1294	0.4017	1.1294	1.0627
0.0688	2.0388	1894	1.2778	0.376	1.2778	1.1304
0.0688	2.0409	1896	1.3481	0.4008	1.3481	1.1611
0.0688	2.0431	1898	1.3871	0.3785	1.3871	1.1778
0.0688	2.0452	1900	1.3635	0.4008	1.3635	1.1677
0.0688	2.0474	1902	1.3229	0.376	1.3229	1.1502
0.0688	2.0495	1904	1.2535	0.3482	1.2535	1.1196
0.0688	2.0517	1906	1.1805	0.3462	1.1805	1.0865
0.0688	2.0538	1908	1.1630	0.3462	1.1630	1.0784
0.0688	2.0560	1910	1.1310	0.3462	1.1310	1.0635
0.0688	2.0581	1912	1.1644	0.3462	1.1644	1.0791
0.0688	2.0603	1914	1.2485	0.3462	1.2485	1.1173
0.0688	2.0624	1916	1.2833	0.3501	1.2833	1.1328
0.0688	2.0646	1918	1.2246	0.3499	1.2246	1.1066
0.0688	2.0667	1920	1.1612	0.3898	1.1612	1.0776
0.0688	2.0689	1922	1.0625	0.4553	1.0625	1.0308
0.0688	2.0710	1924	0.9784	0.4444	0.9784	0.9891
0.0688	2.0732	1926	0.9869	0.3404	0.9869	0.9934
0.0688	2.0753	1928	1.0444	0.4290	1.0444	1.0219
0.0688	2.0775	1930	1.1607	0.3898	1.1607	1.0774
0.0688	2.0797	1932	1.3141	0.3641	1.3141	1.1464
0.0688	2.0818	1934	1.4073	0.3501	1.4073	1.1863
0.0688	2.0840	1936	1.3993	0.3501	1.3993	1.1829
0.0688	2.0861	1938	1.3781	0.3501	1.3781	1.1739
0.0688	2.0883	1940	1.3173	0.3501	1.3173	1.1477
0.0688	2.0904	1942	1.2384	0.3482	1.2384	1.1128
0.0688	2.0926	1944	1.2445	0.3482	1.2445	1.1156
0.0688	2.0947	1946	1.2840	0.3482	1.2840	1.1331
0.0688	2.0969	1948	1.3338	0.3501	1.3338	1.1549
0.0688	2.0990	1950	1.4068	0.3361	1.4068	1.1861
0.0688	2.1012	1952	1.4636	0.3623	1.4636	1.2098
0.0688	2.1033	1954	1.5069	0.3874	1.5069	1.2275
0.0688	2.1055	1956	1.5209	0.3874	1.5209	1.2332
0.0688	2.1076	1958	1.4963	0.3874	1.4963	1.2232
0.0688	2.1098	1960	1.4611	0.3874	1.4611	1.2088
0.0688	2.1119	1962	1.4273	0.376	1.4273	1.1947
0.0688	2.1141	1964	1.4058	0.3501	1.4058	1.1857
0.0688	2.1163	1966	1.3887	0.376	1.3887	1.1784
0.0688	2.1184	1968	1.4065	0.4015	1.4065	1.1860
0.0688	2.1206	1970	1.3715	0.4277	1.3715	1.1711
0.0688	2.1227	1972	1.2531	0.4167	1.2531	1.1194
0.0688	2.1249	1974	1.1916	0.4167	1.1916	1.0916
0.0688	2.1270	1976	1.1677	0.4167	1.1677	1.0806
0.0688	2.1292	1978	1.1893	0.4167	1.1893	1.0905
0.0688	2.1313	1980	1.2633	0.3793	1.2633	1.1240
0.0688	2.1335	1982	1.3642	0.3501	1.3642	1.1680
0.0688	2.1356	1984	1.4121	0.376	1.4121	1.1883
0.0688	2.1378	1986	1.3909	0.376	1.3909	1.1794
0.0688	2.1399	1988	1.3542	0.3361	1.3542	1.1637
0.0688	2.1421	1990	1.3588	0.3623	1.3588	1.1657
0.0688	2.1442	1992	1.3971	0.3623	1.3971	1.1820
0.0688	2.1464	1994	1.4524	0.3740	1.4524	1.2051
0.0688	2.1485	1996	1.4927	0.3885	1.4927	1.2218
0.0688	2.1507	1998	1.5082	0.3753	1.5082	1.2281
0.0585	2.1529	2000	1.4478	0.3874	1.4478	1.2032
0.0585	2.1550	2002	1.3580	0.4098	1.3580	1.1653
0.0585	2.1572	2004	1.2829	0.3829	1.2829	1.1327
0.0585	2.1593	2006	1.2458	0.3829	1.2458	1.1162
0.0585	2.1615	2008	1.2494	0.3841	1.2494	1.1178
0.0585	2.1636	2010	1.2974	0.3841	1.2974	1.1390
0.0585	2.1658	2012	1.4355	0.3874	1.4355	1.1981
0.0585	2.1679	2014	1.5925	0.3239	1.5925	1.2620
0.0585	2.1701	2016	1.6899	0.3239	1.6899	1.2999
0.0585	2.1722	2018	1.6868	0.3366	1.6868	1.2988
0.0585	2.1744	2020	1.5754	0.3797	1.5754	1.2552
0.0585	2.1765	2022	1.4744	0.4015	1.4744	1.2143
0.0585	2.1787	2024	1.3339	0.376	1.3339	1.1550
0.0585	2.1808	2026	1.2498	0.3983	1.2498	1.1179
0.0585	2.1830	2028	1.2449	0.3983	1.2449	1.1158
0.0585	2.1851	2030	1.2754	0.3501	1.2754	1.1293
0.0585	2.1873	2032	1.2776	0.376	1.2776	1.1303
0.0585	2.1895	2034	1.3348	0.376	1.3348	1.1553
0.0585	2.1916	2036	1.4206	0.4015	1.4206	1.1919
0.0585	2.1938	2038	1.4641	0.3885	1.4641	1.2100
0.0585	2.1959	2040	1.5276	0.3885	1.5276	1.2360
0.0585	2.1981	2042	1.5052	0.3753	1.5052	1.2269
0.0585	2.2002	2044	1.4109	0.3885	1.4109	1.1878
0.0585	2.2024	2046	1.3063	0.3623	1.3063	1.1430
0.0585	2.2045	2048	1.2094	0.3816	1.2094	1.0997
0.0585	2.2067	2050	1.1454	0.3670	1.1454	1.0702
0.0585	2.2088	2052	1.1443	0.3512	1.1443	1.0697
0.0585	2.2110	2054	1.1862	0.3816	1.1862	1.0891
0.0585	2.2131	2056	1.2536	0.3816	1.2536	1.1197
0.0585	2.2153	2058	1.3222	0.3841	1.3222	1.1499
0.0585	2.2174	2060	1.3314	0.4098	1.3314	1.1539
0.0585	2.2196	2062	1.3291	0.4098	1.3291	1.1529
0.0585	2.2217	2064	1.3419	0.4098	1.3419	1.1584
0.0585	2.2239	2066	1.3784	0.4209	1.3784	1.1740
0.0585	2.2260	2068	1.3555	0.3959	1.3555	1.1643
0.0585	2.2282	2070	1.3571	0.3959	1.3571	1.1650
0.0585	2.2304	2072	1.2968	0.4098	1.2968	1.1388
0.0585	2.2325	2074	1.1909	0.3816	1.1909	1.0913
0.0585	2.2347	2076	1.1174	0.4113	1.1174	1.0571
0.0585	2.2368	2078	1.0970	0.4113	1.0970	1.0474
0.0585	2.2390	2080	1.0733	0.4113	1.0733	1.0360
0.0585	2.2411	2082	1.1308	0.4407	1.1308	1.0634
0.0585	2.2433	2084	1.2047	0.3625	1.2047	1.0976
0.0585	2.2454	2086	1.3187	0.3896	1.3187	1.1484
0.0585	2.2476	2088	1.3998	0.4015	1.3998	1.1831
0.0585	2.2497	2090	1.3944	0.4015	1.3944	1.1808
0.0585	2.2519	2092	1.2932	0.3501	1.2932	1.1372
0.0585	2.2540	2094	1.1699	0.3839	1.1699	1.0816
0.0585	2.2562	2096	1.0763	0.4094	1.0763	1.0375
0.0585	2.2583	2098	1.0522	0.3767	1.0522	1.0258
0.0585	2.2605	2100	1.0601	0.3438	1.0601	1.0296
0.0585	2.2626	2102	1.0911	0.3809	1.0911	1.0445
0.0585	2.2648	2104	1.1457	0.3972	1.1457	1.0704
0.0585	2.2670	2106	1.2401	0.3512	1.2401	1.1136
0.0585	2.2691	2108	1.3653	0.3057	1.3653	1.1685
0.0585	2.2713	2110	1.4202	0.3244	1.4202	1.1917
0.0585	2.2734	2112	1.4626	0.3244	1.4626	1.2094
0.0585	2.2756	2114	1.5212	0.3244	1.5212	1.2334
0.0585	2.2777	2116	1.4992	0.3382	1.4992	1.2244
0.0585	2.2799	2118	1.4375	0.3382	1.4375	1.1989
0.0585	2.2820	2120	1.3914	0.3382	1.3914	1.1796
0.0585	2.2842	2122	1.3952	0.3382	1.3952	1.1812
0.0585	2.2863	2124	1.3702	0.3361	1.3702	1.1705
0.0585	2.2885	2126	1.3544	0.3501	1.3544	1.1638
0.0585	2.2906	2128	1.3649	0.352	1.3649	1.1683
0.0585	2.2928	2130	1.3828	0.352	1.3828	1.1759
0.0585	2.2949	2132	1.3738	0.352	1.3738	1.1721
0.0585	2.2971	2134	1.3510	0.352	1.3510	1.1623
0.0585	2.2992	2136	1.3737	0.352	1.3737	1.1721
0.0585	2.3014	2138	1.3834	0.352	1.3834	1.1762
0.0585	2.3036	2140	1.3752	0.3773	1.3752	1.1727
0.0585	2.3057	2142	1.3344	0.3657	1.3344	1.1551
0.0585	2.3079	2144	1.2566	0.4032	1.2566	1.1210
0.0585	2.3100	2146	1.1560	0.3724	1.1560	1.0752
0.0585	2.3122	2148	1.0808	0.4255	1.0808	1.0396
0.0585	2.3143	2150	1.0767	0.3851	1.0767	1.0376
0.0585	2.3165	2152	1.0644	0.3851	1.0644	1.0317
0.0585	2.3186	2154	1.0933	0.3972	1.0933	1.0456
0.0585	2.3208	2156	1.1539	0.4101	1.1539	1.0742
0.0585	2.3229	2158	1.2151	0.3178	1.2151	1.1023
0.0585	2.3251	2160	1.1962	0.3670	1.1962	1.0937
0.0585	2.3272	2162	1.1498	0.3633	1.1498	1.0723
0.0585	2.3294	2164	1.1290	0.3911	1.1290	1.0625
0.0585	2.3315	2166	1.1269	0.3633	1.1269	1.0616
0.0585	2.3337	2168	1.1579	0.3687	1.1579	1.0761
0.0585	2.3358	2170	1.2113	0.3205	1.2113	1.1006
0.0585	2.3380	2172	1.2592	0.3482	1.2592	1.1221
0.0585	2.3402	2174	1.2603	0.3482	1.2603	1.1226
0.0585	2.3423	2176	1.2721	0.3482	1.2721	1.1279
0.0585	2.3445	2178	1.3361	0.376	1.3361	1.1559
0.0585	2.3466	2180	1.4036	0.4015	1.4036	1.1847
0.0585	2.3488	2182	1.3751	0.376	1.3751	1.1727
0.0585	2.3509	2184	1.3027	0.3482	1.3027	1.1414
0.0585	2.3531	2186	1.2110	0.3687	1.2110	1.1004
0.0585	2.3552	2188	1.1373	0.3687	1.1373	1.0664
0.0585	2.3574	2190	1.0866	0.3670	1.0866	1.0424
0.0585	2.3595	2192	1.0580	0.3798	1.0580	1.0286
0.0585	2.3617	2194	1.0914	0.4094	1.0914	1.0447
0.0585	2.3638	2196	1.1730	0.3974	1.1730	1.0830
0.0585	2.3660	2198	1.2392	0.3747	1.2392	1.1132
0.0585	2.3681	2200	1.2732	0.4008	1.2732	1.1284
0.0585	2.3703	2202	1.2494	0.4275	1.2494	1.1178
0.0585	2.3724	2204	1.2127	0.3919	1.2127	1.1012
0.0585	2.3746	2206	1.1415	0.4406	1.1415	1.0684
0.0585	2.3767	2208	1.1078	0.4147	1.1078	1.0525
0.0585	2.3789	2210	1.0845	0.4136	1.0845	1.0414
0.0585	2.3811	2212	1.0859	0.4130	1.0859	1.0421
0.0585	2.3832	2214	1.1393	0.3812	1.1393	1.0674
0.0585	2.3854	2216	1.2056	0.4224	1.2056	1.0980
0.0585	2.3875	2218	1.2679	0.3983	1.2679	1.1260
0.0585	2.3897	2220	1.3608	0.376	1.3608	1.1665
0.0585	2.3918	2222	1.4212	0.4008	1.4212	1.1921
0.0585	2.3940	2224	1.3895	0.4015	1.3895	1.1788
0.0585	2.3961	2226	1.2803	0.3896	1.2803	1.1315
0.0585	2.3983	2228	1.2124	0.4125	1.2124	1.1011
0.0585	2.4004	2230	1.1598	0.4125	1.1598	1.0769
0.0585	2.4026	2232	1.0746	0.4375	1.0746	1.0367
0.0585	2.4047	2234	1.0684	0.4375	1.0684	1.0336
0.0585	2.4069	2236	1.1449	0.4119	1.1449	1.0700
0.0585	2.4090	2238	1.1855	0.4125	1.1855	1.0888
0.0585	2.4112	2240	1.1848	0.3641	1.1848	1.0885
0.0585	2.4133	2242	1.1767	0.3641	1.1767	1.0847
0.0585	2.4155	2244	1.1312	0.3929	1.1312	1.0636
0.0585	2.4177	2246	1.1351	0.4786	1.1351	1.0654
0.0585	2.4198	2248	1.1287	0.5147	1.1287	1.0624
0.0585	2.4220	2250	1.1188	0.4838	1.1188	1.0578
0.0585	2.4241	2252	1.0757	0.4854	1.0757	1.0372
0.0585	2.4263	2254	1.0351	0.4854	1.0351	1.0174
0.0585	2.4284	2256	1.0600	0.4854	1.0600	1.0296
0.0585	2.4306	2258	1.0758	0.4938	1.0758	1.0372
0.0585	2.4327	2260	1.0525	0.4938	1.0525	1.0259
0.0585	2.4349	2262	1.0981	0.4692	1.0981	1.0479
0.0585	2.4370	2264	1.1217	0.4692	1.1217	1.0591
0.0585	2.4392	2266	1.1736	0.3969	1.1736	1.0833
0.0585	2.4413	2268	1.1812	0.3969	1.1812	1.0868
0.0585	2.4435	2270	1.2261	0.3969	1.2261	1.1073
0.0585	2.4456	2272	1.2936	0.4404	1.2936	1.1374
0.0585	2.4478	2274	1.3344	0.4404	1.3344	1.1552
0.0585	2.4499	2276	1.4037	0.4145	1.4037	1.1848
0.0585	2.4521	2278	1.4337	0.4145	1.4337	1.1974
0.0585	2.4543	2280	1.4674	0.4145	1.4674	1.2114
0.0585	2.4564	2282	1.5775	0.37	1.5775	1.2560
0.0585	2.4586	2284	1.5327	0.3571	1.5327	1.2380
0.0585	2.4607	2286	1.4872	0.3303	1.4872	1.2195
0.0585	2.4629	2288	1.3719	0.3983	1.3719	1.1713
0.0585	2.4650	2290	1.2955	0.3983	1.2955	1.1382
0.0585	2.4672	2292	1.3013	0.3983	1.3013	1.1407
0.0585	2.4693	2294	1.3502	0.3983	1.3502	1.1620
0.0585	2.4715	2296	1.4091	0.3501	1.4091	1.1871
0.0585	2.4736	2298	1.5122	0.3303	1.5122	1.2297
0.0585	2.4758	2300	1.5659	0.3571	1.5659	1.2514
0.0585	2.4779	2302	1.5731	0.3571	1.5731	1.2542
0.0585	2.4801	2304	1.5122	0.3555	1.5122	1.2297
0.0585	2.4822	2306	1.3788	0.3641	1.3788	1.1742
0.0585	2.4844	2308	1.2371	0.4125	1.2371	1.1123
0.0585	2.4865	2310	1.1715	0.4119	1.1715	1.0823
0.0585	2.4887	2312	1.1490	0.4119	1.1490	1.0719
0.0585	2.4909	2314	1.1799	0.4119	1.1799	1.0862
0.0585	2.4930	2316	1.2556	0.3641	1.2556	1.1205
0.0585	2.4952	2318	1.3401	0.3623	1.3401	1.1576
0.0585	2.4973	2320	1.3298	0.3361	1.3298	1.1532
0.0585	2.4995	2322	1.2927	0.4125	1.2927	1.1370
0.0585	2.5016	2324	1.2504	0.4119	1.2504	1.1182
0.0585	2.5038	2326	1.1965	0.4375	1.1965	1.0939
0.0585	2.5059	2328	1.1411	0.4375	1.1411	1.0682
0.0585	2.5081	2330	1.1296	0.4522	1.1296	1.0628
0.0585	2.5102	2332	1.2159	0.4125	1.2159	1.1027
0.0585	2.5124	2334	1.3131	0.4125	1.3131	1.1459
0.0585	2.5145	2336	1.4094	0.4125	1.4094	1.1872
0.0585	2.5167	2338	1.5103	0.3303	1.5103	1.2289
0.0585	2.5188	2340	1.5386	0.3303	1.5386	1.2404
0.0585	2.5210	2342	1.5266	0.3303	1.5266	1.2355
0.0585	2.5231	2344	1.5524	0.3168	1.5524	1.2459
0.0585	2.5253	2346	1.5433	0.3168	1.5433	1.2423
0.0585	2.5274	2348	1.4926	0.3361	1.4926	1.2217
0.0585	2.5296	2350	1.4010	0.3841	1.4010	1.1836
0.0585	2.5318	2352	1.3129	0.3829	1.3129	1.1458
0.0585	2.5339	2354	1.2400	0.3703	1.2400	1.1136
0.0585	2.5361	2356	1.1940	0.3852	1.1940	1.0927
0.0585	2.5382	2358	1.2027	0.4119	1.2027	1.0967
0.0585	2.5404	2360	1.2350	0.4119	1.2350	1.1113
0.0585	2.5425	2362	1.3016	0.3983	1.3016	1.1409
0.0585	2.5447	2364	1.3738	0.376	1.3738	1.1721
0.0585	2.5468	2366	1.3710	0.376	1.3710	1.1709
0.0585	2.5490	2368	1.3773	0.376	1.3773	1.1736
0.0585	2.5511	2370	1.3449	0.3896	1.3449	1.1597
0.0585	2.5533	2372	1.3048	0.3641	1.3048	1.1423
0.0585	2.5554	2374	1.3071	0.3641	1.3071	1.1433
0.0585	2.5576	2376	1.2984	0.3641	1.2984	1.1395
0.0585	2.5597	2378	1.2750	0.4515	1.2750	1.1292
0.0585	2.5619	2380	1.2345	0.4515	1.2345	1.1111
0.0585	2.5640	2382	1.2467	0.4515	1.2467	1.1166
0.0585	2.5662	2384	1.2996	0.4515	1.2996	1.1400
0.0585	2.5684	2386	1.3286	0.4271	1.3286	1.1527
0.0585	2.5705	2388	1.3570	0.3896	1.3570	1.1649
0.0585	2.5727	2390	1.4201	0.3906	1.4201	1.1917
0.0585	2.5748	2392	1.4377	0.3906	1.4377	1.1991
0.0585	2.5770	2394	1.4249	0.3906	1.4249	1.1937
0.0585	2.5791	2396	1.3763	0.3896	1.3763	1.1731
0.0585	2.5813	2398	1.3495	0.3896	1.3495	1.1617
0.0585	2.5834	2400	1.2789	0.4756	1.2789	1.1309
0.0585	2.5856	2402	1.1762	0.4515	1.1762	1.0845
0.0585	2.5877	2404	1.1394	0.4515	1.1394	1.0674
0.0585	2.5899	2406	1.1407	0.4935	1.1407	1.0680
0.0585	2.5920	2408	1.1157	0.4935	1.1157	1.0563
0.0585	2.5942	2410	1.1192	0.4935	1.1192	1.0579
0.0585	2.5963	2412	1.1563	0.4462	1.1563	1.0753
0.0585	2.5985	2414	1.1233	0.4462	1.1233	1.0598
0.0585	2.6006	2416	1.1626	0.4197	1.1626	1.0782
0.0585	2.6028	2418	1.3262	0.4175	1.3262	1.1516
0.0585	2.6050	2420	1.6395	0.4023	1.6395	1.2804
0.0585	2.6071	2422	1.8904	0.3005	1.8904	1.3749
0.0585	2.6093	2424	1.9694	0.2762	1.9694	1.4033
0.0585	2.6114	2426	1.9232	0.2762	1.9232	1.3868
0.0585	2.6136	2428	1.7753	0.3069	1.7753	1.3324
0.0585	2.6157	2430	1.5546	0.4023	1.5546	1.2468
0.0585	2.6179	2432	1.3361	0.3773	1.3361	1.1559
0.0585	2.6200	2434	1.1420	0.4375	1.1420	1.0687
0.0585	2.6222	2436	1.0804	0.4119	1.0804	1.0394
0.0585	2.6243	2438	1.0705	0.4119	1.0705	1.0347
0.0585	2.6265	2440	1.1154	0.4119	1.1154	1.0561
0.0585	2.6286	2442	1.2262	0.4375	1.2262	1.1073
0.0585	2.6308	2444	1.3817	0.3773	1.3817	1.1755
0.0585	2.6329	2446	1.5749	0.3442	1.5749	1.2550
0.0585	2.6351	2448	1.7091	0.3261	1.7091	1.3073
0.0585	2.6372	2450	1.7547	0.3136	1.7547	1.3247
0.0585	2.6394	2452	1.7641	0.3136	1.7641	1.3282
0.0585	2.6416	2454	1.6989	0.3261	1.6989	1.3034
0.0585	2.6437	2456	1.6305	0.3442	1.6305	1.2769
0.0585	2.6459	2458	1.5068	0.3639	1.5068	1.2275
0.0585	2.6480	2460	1.3787	0.4237	1.3787	1.1742
0.0585	2.6502	2462	1.2640	0.4237	1.2640	1.1243
0.0585	2.6523	2464	1.2259	0.3974	1.2259	1.1072
0.0585	2.6545	2466	1.2644	0.3829	1.2644	1.1244
0.0585	2.6566	2468	1.3742	0.3959	1.3742	1.1723
0.0585	2.6588	2470	1.4974	0.3959	1.4974	1.2237

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

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 4, 2024
Updated: Dec 5, 2024