ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k70_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k70_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k70_task1_organization is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

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

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Dec 4, 2024
Updated: Dec 4, 2024
SHA: 275a4833

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k70_task1_organization

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

Loss: 0.9107
Qwk: 0.4931
Mse: 0.9107
Rmse: 0.9543

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	0.0034	2	4.9532	-0.0322	4.9532	2.2256
No log	0.0069	4	3.0359	0.0674	3.0359	1.7424
No log	0.0103	6	1.9072	0.0972	1.9072	1.3810
No log	0.0138	8	1.2139	0.1833	1.2139	1.1018
No log	0.0172	10	1.1173	0.2198	1.1173	1.0570
No log	0.0207	12	1.3641	0.1954	1.3641	1.1679
No log	0.0241	14	1.8158	0.2259	1.8158	1.3475
No log	0.0275	16	1.9003	-0.0289	1.9003	1.3785
No log	0.0310	18	2.2217	0.1674	2.2217	1.4905
No log	0.0344	20	2.3755	0.1056	2.3755	1.5413
No log	0.0379	22	2.5879	0.0982	2.5879	1.6087
No log	0.0413	24	2.6498	0.0982	2.6498	1.6278
No log	0.0448	26	2.5044	0.0680	2.5044	1.5825
No log	0.0482	28	2.6112	0.0680	2.6112	1.6159
No log	0.0516	30	2.2750	0.0749	2.2750	1.5083
No log	0.0551	32	1.9070	0.1694	1.9070	1.3810
No log	0.0585	34	1.9180	0.1052	1.9180	1.3849
No log	0.0620	36	2.0971	0.1290	2.0971	1.4482
No log	0.0654	38	2.6041	0.0503	2.6041	1.6137
No log	0.0688	40	2.8958	0.0277	2.8958	1.7017
No log	0.0723	42	2.8565	0.0277	2.8565	1.6901
No log	0.0757	44	2.4540	0.0942	2.4540	1.5665
No log	0.0792	46	2.5919	0.0621	2.5919	1.6099
No log	0.0826	48	3.1619	0.0780	3.1619	1.7782
No log	0.0861	50	3.3076	0.0780	3.3076	1.8187
No log	0.0895	52	3.2954	0.0984	3.2954	1.8153
No log	0.0929	54	2.7327	0.0503	2.7327	1.6531
No log	0.0964	56	2.3254	0.1520	2.3254	1.5249
No log	0.0998	58	2.3115	0.1379	2.3115	1.5204
No log	0.1033	60	2.1962	0.1471	2.1962	1.4820
No log	0.1067	62	2.5026	0.1056	2.5026	1.5820
No log	0.1102	64	2.9234	0.0277	2.9234	1.7098
No log	0.1136	66	2.7962	0.0277	2.7962	1.6722
No log	0.1170	68	2.6829	0.0802	2.6829	1.6380
No log	0.1205	70	2.1787	0.1619	2.1787	1.4760
No log	0.1239	72	1.8859	0.2139	1.8859	1.3733
No log	0.1274	74	1.9206	0.1737	1.9206	1.3859
No log	0.1308	76	2.3491	0.2424	2.3491	1.5327
No log	0.1343	78	2.4381	0.2275	2.4381	1.5614
No log	0.1377	80	1.9809	0.2792	1.9810	1.4075
No log	0.1411	82	1.6162	0.3623	1.6162	1.2713
No log	0.1446	84	1.4155	0.3641	1.4155	1.1897
No log	0.1480	86	1.7479	0.3235	1.7479	1.3221
No log	0.1515	88	2.6459	0.2235	2.6459	1.6266
No log	0.1549	90	3.0568	0.1496	3.0568	1.7484
No log	0.1583	92	2.8222	0.1242	2.8222	1.6800
No log	0.1618	94	2.2701	0.1827	2.2701	1.5067
No log	0.1652	96	1.8733	0.2537	1.8733	1.3687
No log	0.1687	98	1.7527	0.2727	1.7527	1.3239
No log	0.1721	100	1.6284	0.3157	1.6284	1.2761
No log	0.1756	102	1.4281	0.2973	1.4281	1.1950
No log	0.1790	104	1.3380	0.2246	1.3380	1.1567
No log	0.1824	106	1.3581	0.3268	1.3581	1.1654
No log	0.1859	108	1.6216	0.3539	1.6216	1.2734
No log	0.1893	110	1.7263	0.3539	1.7263	1.3139
No log	0.1928	112	2.2106	0.2713	2.2106	1.4868
No log	0.1962	114	2.3469	0.2867	2.3469	1.5320
No log	0.1997	116	2.3057	0.2867	2.3057	1.5185
No log	0.2031	118	2.1113	0.2817	2.1113	1.4530
No log	0.2065	120	2.2383	0.2817	2.2383	1.4961
No log	0.2100	122	2.2800	0.2843	2.2800	1.5100
No log	0.2134	124	1.9925	0.3304	1.9925	1.4116
No log	0.2169	126	1.5880	0.4159	1.5880	1.2601
No log	0.2203	128	1.7665	0.3698	1.7665	1.3291
No log	0.2238	130	1.8871	0.3374	1.8871	1.3737
No log	0.2272	132	2.0904	0.3110	2.0904	1.4458
No log	0.2306	134	2.1743	0.3077	2.1743	1.4746
No log	0.2341	136	2.0983	0.3406	2.0983	1.4485
No log	0.2375	138	2.6150	0.2206	2.6150	1.6171
No log	0.2410	140	2.9793	0.1873	2.9793	1.7261
No log	0.2444	142	2.9671	0.1873	2.9671	1.7225
No log	0.2478	144	2.8415	0.1868	2.8415	1.6857
No log	0.2513	146	2.7863	0.1719	2.7863	1.6692
No log	0.2547	148	2.6756	0.1994	2.6756	1.6357
No log	0.2582	150	2.1297	0.3410	2.1297	1.4594
No log	0.2616	152	1.7682	0.2889	1.7682	1.3297
No log	0.2651	154	1.8568	0.3557	1.8568	1.3627
No log	0.2685	156	2.0878	0.3571	2.0878	1.4449
No log	0.2719	158	2.5276	0.2588	2.5276	1.5899
No log	0.2754	160	2.7889	0.2414	2.7889	1.6700
No log	0.2788	162	3.0111	0.2429	3.0111	1.7352
No log	0.2823	164	2.4902	0.2400	2.4902	1.5780
No log	0.2857	166	2.4689	0.2206	2.4689	1.5713
No log	0.2892	168	2.7096	0.2446	2.7096	1.6461
No log	0.2926	170	2.6838	0.2696	2.6838	1.6382
No log	0.2960	172	2.3723	0.2841	2.3723	1.5402
No log	0.2995	174	1.9362	0.2987	1.9362	1.3915
No log	0.3029	176	1.7476	0.3440	1.7476	1.3220
No log	0.3064	178	1.7811	0.3150	1.7811	1.3346
No log	0.3098	180	2.2615	0.2793	2.2615	1.5038
No log	0.3133	182	2.3796	0.2771	2.3796	1.5426
No log	0.3167	184	2.0942	0.2745	2.0942	1.4471
No log	0.3201	186	2.2800	0.2723	2.2800	1.5100
No log	0.3236	188	2.0412	0.3294	2.0412	1.4287
No log	0.3270	190	1.6894	0.3105	1.6894	1.2998
No log	0.3305	192	1.7076	0.3105	1.7076	1.3067
No log	0.3339	194	2.0356	0.3312	2.0356	1.4267
No log	0.3373	196	2.1710	0.3070	2.1710	1.4734
No log	0.3408	198	2.4053	0.2794	2.4053	1.5509
No log	0.3442	200	2.1154	0.3070	2.1154	1.4545
No log	0.3477	202	1.7370	0.3527	1.7370	1.3180
No log	0.3511	204	1.9232	0.3359	1.9232	1.3868
No log	0.3546	206	2.0638	0.2987	2.0638	1.4366
No log	0.3580	208	2.2056	0.2870	2.2056	1.4851
No log	0.3614	210	2.0524	0.3359	2.0524	1.4326
No log	0.3649	212	2.0940	0.2708	2.0940	1.4471
No log	0.3683	214	2.2624	0.2870	2.2624	1.5041
No log	0.3718	216	2.4150	0.2093	2.4150	1.5540
No log	0.3752	218	2.2586	0.2644	2.2586	1.5029
No log	0.3787	220	1.8588	0.3359	1.8588	1.3634
No log	0.3821	222	2.0419	0.2969	2.0419	1.4289
No log	0.3855	224	2.7439	0.2256	2.7439	1.6565
No log	0.3890	226	2.8497	0.2410	2.8497	1.6881
No log	0.3924	228	2.2876	0.2817	2.2876	1.5125
No log	0.3959	230	1.7035	0.3859	1.7035	1.3052
No log	0.3993	232	1.6196	0.2823	1.6196	1.2726
No log	0.4028	234	1.9294	0.2664	1.9294	1.3890
No log	0.4062	236	2.3813	0.2224	2.3813	1.5431
No log	0.4096	238	2.8086	0.2395	2.8086	1.6759
No log	0.4131	240	2.6978	0.2398	2.6978	1.6425
No log	0.4165	242	2.1492	0.3347	2.1492	1.4660
No log	0.4200	244	1.6078	0.2795	1.6078	1.2680
No log	0.4234	246	1.5253	0.2795	1.5253	1.2350
No log	0.4269	248	1.7395	0.2983	1.7395	1.3189
No log	0.4303	250	2.0592	0.2307	2.0592	1.4350
No log	0.4337	252	2.1575	0.1931	2.1575	1.4689
No log	0.4372	254	2.1722	0.2345	2.1722	1.4738
No log	0.4406	256	2.1686	0.2817	2.1686	1.4726
No log	0.4441	258	2.2999	0.2817	2.2999	1.5165
No log	0.4475	260	2.6142	0.25	2.6142	1.6169
No log	0.4509	262	2.6809	0.2794	2.6809	1.6374
No log	0.4544	264	2.5426	0.2961	2.5426	1.5945
No log	0.4578	266	1.9857	0.2969	1.9857	1.4091
No log	0.4613	268	1.8400	0.2764	1.8400	1.3565
No log	0.4647	270	1.9456	0.3142	1.9456	1.3948
No log	0.4682	272	2.5192	0.3258	2.5192	1.5872
No log	0.4716	274	2.6759	0.2927	2.6759	1.6358
No log	0.4750	276	2.3693	0.3128	2.3693	1.5392
No log	0.4785	278	2.1770	0.2817	2.1770	1.4755
No log	0.4819	280	1.8499	0.3255	1.8499	1.3601
No log	0.4854	282	1.7655	0.3005	1.7655	1.3287
No log	0.4888	284	2.1795	0.2969	2.1795	1.4763
No log	0.4923	286	2.7589	0.2551	2.7589	1.6610
No log	0.4957	288	2.5904	0.2360	2.5904	1.6095
No log	0.4991	290	2.1812	0.2657	2.1812	1.4769
No log	0.5026	292	1.8935	0.2393	1.8935	1.3761
No log	0.5060	294	1.7355	0.2282	1.7355	1.3174
No log	0.5095	296	1.5363	0.2761	1.5363	1.2395
No log	0.5129	298	1.6008	0.3137	1.6008	1.2652
No log	0.5164	300	1.9595	0.3313	1.9595	1.3998
No log	0.5198	302	2.3996	0.3380	2.3996	1.5491
No log	0.5232	304	2.5672	0.3101	2.5672	1.6022
No log	0.5267	306	2.3328	0.2670	2.3328	1.5273
No log	0.5301	308	1.8711	0.2445	1.8711	1.3679
No log	0.5336	310	1.7083	0.2760	1.7083	1.3070
No log	0.5370	312	1.7169	0.2760	1.7169	1.3103
No log	0.5404	314	1.9480	0.2307	1.9480	1.3957
No log	0.5439	316	2.2159	0.2817	2.2159	1.4886
No log	0.5473	318	2.5236	0.2927	2.5236	1.5886
No log	0.5508	320	2.2190	0.3110	2.2190	1.4896
No log	0.5542	322	1.7829	0.3417	1.7829	1.3352
No log	0.5577	324	1.9497	0.3559	1.9497	1.3963
No log	0.5611	326	2.4383	0.3157	2.4383	1.5615
No log	0.5645	328	2.2803	0.3336	2.2803	1.5101
No log	0.5680	330	1.6275	0.3639	1.6275	1.2758
No log	0.5714	332	1.2882	0.3152	1.2882	1.1350
No log	0.5749	334	1.4237	0.3971	1.4237	1.1932
No log	0.5783	336	1.8259	0.3855	1.8259	1.3513
No log	0.5818	338	2.1515	0.3421	2.1515	1.4668
No log	0.5852	340	2.1293	0.3822	2.1293	1.4592
No log	0.5886	342	1.7096	0.3010	1.7096	1.3075
No log	0.5921	344	1.2817	0.3289	1.2817	1.1321
No log	0.5955	346	1.1801	0.2597	1.1801	1.0863
No log	0.5990	348	1.3485	0.2901	1.3485	1.1613
No log	0.6024	350	1.8704	0.3359	1.8704	1.3676
No log	0.6059	352	2.4414	0.3147	2.4414	1.5625
No log	0.6093	354	2.5878	0.3147	2.5878	1.6087
No log	0.6127	356	2.1855	0.3392	2.1855	1.4783
No log	0.6162	358	1.8918	0.3762	1.8918	1.3754
No log	0.6196	360	1.8358	0.3926	1.8358	1.3549
No log	0.6231	362	1.6891	0.2791	1.6891	1.2996
No log	0.6265	364	1.6238	0.2445	1.6238	1.2743
No log	0.6299	366	1.6275	0.2445	1.6275	1.2757
No log	0.6334	368	1.9186	0.3364	1.9186	1.3851
No log	0.6368	370	2.2531	0.3110	2.2531	1.5010
No log	0.6403	372	2.1360	0.3110	2.1360	1.4615
No log	0.6437	374	1.8123	0.3364	1.8123	1.3462
No log	0.6472	376	1.7528	0.2820	1.7528	1.3239
No log	0.6506	378	1.7675	0.3286	1.7675	1.3295
No log	0.6540	380	1.6564	0.2465	1.6564	1.2870
No log	0.6575	382	1.8730	0.3263	1.8730	1.3686
No log	0.6609	384	1.8322	0.3263	1.8322	1.3536
No log	0.6644	386	1.5849	0.3544	1.5849	1.2589
No log	0.6678	388	1.6607	0.3571	1.6607	1.2887
No log	0.6713	390	1.9503	0.3346	1.9503	1.3965
No log	0.6747	392	2.2303	0.3096	2.2303	1.4934
No log	0.6781	394	1.9927	0.3190	1.9927	1.4116
No log	0.6816	396	1.6455	0.3627	1.6455	1.2828
No log	0.6850	398	1.6255	0.3627	1.6255	1.2749
No log	0.6885	400	1.6347	0.3627	1.6347	1.2786
No log	0.6919	402	1.6287	0.3093	1.6287	1.2762
No log	0.6954	404	1.8661	0.3125	1.8661	1.3661
No log	0.6988	406	2.1142	0.3110	2.1142	1.4540
No log	0.7022	408	1.9534	0.3364	1.9534	1.3976
No log	0.7057	410	1.5844	0.2367	1.5844	1.2587
No log	0.7091	412	1.5245	0.2520	1.5245	1.2347
No log	0.7126	414	1.6325	0.2850	1.6325	1.2777
No log	0.7160	416	1.8600	0.3364	1.8600	1.3638
No log	0.7194	418	1.9904	0.2793	1.9904	1.4108
No log	0.7229	420	1.8127	0.3508	1.8127	1.3464
No log	0.7263	422	1.5302	0.36	1.5302	1.2370
No log	0.7298	424	1.4558	0.3969	1.4558	1.2066
No log	0.7332	426	1.5762	0.4084	1.5762	1.2555
No log	0.7367	428	1.5618	0.4842	1.5618	1.2497
No log	0.7401	430	1.5308	0.4842	1.5308	1.2373
No log	0.7435	432	1.2554	0.4989	1.2554	1.1204
No log	0.7470	434	1.1263	0.5897	1.1263	1.0613
No log	0.7504	436	1.2339	0.4405	1.2339	1.1108
No log	0.7539	438	1.5229	0.3346	1.5229	1.2340
No log	0.7573	440	1.8585	0.3209	1.8585	1.3633
No log	0.7608	442	2.0492	0.2769	2.0492	1.4315
No log	0.7642	444	2.0638	0.2769	2.0638	1.4366
No log	0.7676	446	1.7495	0.2573	1.7495	1.3227
No log	0.7711	448	1.3177	0.3852	1.3177	1.1479
No log	0.7745	450	1.0818	0.4087	1.0818	1.0401
No log	0.7780	452	1.0347	0.4249	1.0347	1.0172
No log	0.7814	454	1.0909	0.4928	1.0909	1.0445
No log	0.7849	456	1.1828	0.5099	1.1828	1.0875
No log	0.7883	458	1.2750	0.4758	1.2750	1.1292
No log	0.7917	460	1.2022	0.4663	1.2022	1.0964
No log	0.7952	462	1.1787	0.4988	1.1787	1.0857
No log	0.7986	464	1.2584	0.4964	1.2584	1.1218
No log	0.8021	466	1.4060	0.4604	1.4060	1.1858
No log	0.8055	468	1.5645	0.4398	1.5645	1.2508
No log	0.8090	470	1.4719	0.4290	1.4719	1.2132
No log	0.8124	472	1.3267	0.4737	1.3267	1.1518
No log	0.8158	474	1.3999	0.4921	1.3999	1.1832
No log	0.8193	476	1.6839	0.3964	1.6839	1.2977
No log	0.8227	478	1.8703	0.3609	1.8703	1.3676
No log	0.8262	480	1.9009	0.3621	1.9009	1.3787
No log	0.8296	482	1.7456	0.3758	1.7456	1.3212
No log	0.8330	484	1.4884	0.4154	1.4884	1.2200
No log	0.8365	486	1.4027	0.4015	1.4027	1.1844
No log	0.8399	488	1.2739	0.4403	1.2739	1.1287
No log	0.8434	490	1.2096	0.4302	1.2096	1.0998
No log	0.8468	492	1.2662	0.4520	1.2662	1.1252
No log	0.8503	494	1.4308	0.4528	1.4308	1.1961
No log	0.8537	496	1.8566	0.4342	1.8566	1.3626
No log	0.8571	498	2.1939	0.3517	2.1939	1.4812
0.4688	0.8606	500	1.9529	0.3417	1.9529	1.3975
0.4688	0.8640	502	1.5336	0.4808	1.5336	1.2384
0.4688	0.8675	504	1.1322	0.3625	1.1322	1.0641
0.4688	0.8709	506	1.0754	0.4261	1.0754	1.0370
0.4688	0.8744	508	1.2328	0.3886	1.2328	1.1103
0.4688	0.8778	510	1.5741	0.48	1.5741	1.2546
0.4688	0.8812	512	1.6813	0.4421	1.6813	1.2966
0.4688	0.8847	514	1.6334	0.4523	1.6334	1.2780
0.4688	0.8881	516	1.3132	0.4941	1.3132	1.1460
0.4688	0.8916	518	0.9364	0.5931	0.9364	0.9677
0.4688	0.8950	520	0.8444	0.5459	0.8444	0.9189
0.4688	0.8985	522	0.9431	0.5931	0.9431	0.9711
0.4688	0.9019	524	1.3420	0.4634	1.3420	1.1585
0.4688	0.9053	526	1.5949	0.4341	1.5949	1.2629
0.4688	0.9088	528	1.4213	0.4512	1.4213	1.1922
0.4688	0.9122	530	1.2847	0.4824	1.2847	1.1334
0.4688	0.9157	532	1.3513	0.4816	1.3513	1.1624
0.4688	0.9191	534	1.3507	0.4512	1.3507	1.1622
0.4688	0.9225	536	1.5477	0.4238	1.5477	1.2441
0.4688	0.9260	538	1.7203	0.3895	1.7203	1.3116
0.4688	0.9294	540	1.8990	0.3759	1.8990	1.3780
0.4688	0.9329	542	1.7199	0.3903	1.7199	1.3114
0.4688	0.9363	544	1.7159	0.3903	1.7159	1.3099
0.4688	0.9398	546	1.5639	0.4238	1.5639	1.2506
0.4688	0.9432	548	1.4740	0.3979	1.4740	1.2141
0.4688	0.9466	550	1.5753	0.4065	1.5753	1.2551
0.4688	0.9501	552	1.8731	0.375	1.8731	1.3686
0.4688	0.9535	554	2.1090	0.3457	2.1090	1.4522
0.4688	0.9570	556	2.1962	0.3206	2.1962	1.4820
0.4688	0.9604	558	2.1616	0.3206	2.1616	1.4702
0.4688	0.9639	560	1.8757	0.3417	1.8757	1.3695
0.4688	0.9673	562	1.7337	0.2969	1.7337	1.3167
0.4688	0.9707	564	1.6335	0.3386	1.6335	1.2781
0.4688	0.9742	566	1.5915	0.3726	1.5915	1.2615
0.4688	0.9776	568	1.6363	0.3810	1.6363	1.2792
0.4688	0.9811	570	1.5811	0.4050	1.5811	1.2574
0.4688	0.9845	572	1.8175	0.3837	1.8175	1.3482
0.4688	0.9880	574	1.7621	0.4000	1.7621	1.3274
0.4688	0.9914	576	1.9475	0.3837	1.9475	1.3955
0.4688	0.9948	578	1.9045	0.3837	1.9045	1.3801
0.4688	0.9983	580	1.5508	0.4206	1.5508	1.2453
0.4688	1.0017	582	1.2107	0.4136	1.2107	1.1003
0.4688	1.0052	584	0.9530	0.5733	0.9530	0.9762
0.4688	1.0086	586	0.8999	0.55	0.8999	0.9487
0.4688	1.0120	588	1.0234	0.5733	1.0234	1.0116
0.4688	1.0155	590	1.4276	0.48	1.4276	1.1948
0.4688	1.0189	592	2.0474	0.3286	2.0474	1.4309
0.4688	1.0224	594	2.1982	0.3058	2.1982	1.4826
0.4688	1.0258	596	1.9235	0.3346	1.9235	1.3869
0.4688	1.0293	598	1.3645	0.4952	1.3645	1.1681
0.4688	1.0327	600	1.1775	0.5013	1.1775	1.0851
0.4688	1.0361	602	1.1849	0.5123	1.1849	1.0885
0.4688	1.0396	604	1.2860	0.4964	1.2860	1.1340
0.4688	1.0430	606	1.2395	0.4632	1.2395	1.1133
0.4688	1.0465	608	1.2580	0.4632	1.2580	1.1216
0.4688	1.0499	610	1.3838	0.4824	1.3838	1.1764
0.4688	1.0534	612	1.3487	0.5071	1.3487	1.1613
0.4688	1.0568	614	1.4260	0.5046	1.4260	1.1941
0.4688	1.0602	616	1.5603	0.4342	1.5603	1.2491
0.4688	1.0637	618	1.4399	0.5303	1.4399	1.2000
0.4688	1.0671	620	1.4308	0.5303	1.4308	1.1961
0.4688	1.0706	622	1.6467	0.4618	1.6467	1.2832
0.4688	1.0740	624	1.7846	0.3689	1.7846	1.3359
0.4688	1.0775	626	1.7537	0.3895	1.7537	1.3243
0.4688	1.0809	628	1.8000	0.3508	1.8000	1.3416
0.4688	1.0843	630	1.6521	0.4082	1.6521	1.2853
0.4688	1.0878	632	1.4026	0.4150	1.4026	1.1843
0.4688	1.0912	634	1.2383	0.4162	1.2383	1.1128
0.4688	1.0947	636	1.2379	0.4302	1.2379	1.1126
0.4688	1.0981	638	1.4804	0.4931	1.4804	1.2167
0.4688	1.1015	640	1.9837	0.3077	1.9837	1.4084
0.4688	1.1050	642	2.3142	0.3111	2.3142	1.5213
0.4688	1.1084	644	2.2089	0.3111	2.2089	1.4862
0.4688	1.1119	646	1.7429	0.4441	1.7429	1.3202
0.4688	1.1153	648	1.3058	0.4867	1.3058	1.1427
0.4688	1.1188	650	1.1453	0.4050	1.1453	1.0702
0.4688	1.1222	652	1.1783	0.3660	1.1783	1.0855
0.4688	1.1256	654	1.4268	0.4499	1.4268	1.1945
0.4688	1.1291	656	1.8679	0.3263	1.8679	1.3667
0.4688	1.1325	658	2.0844	0.3077	2.0844	1.4438
0.4688	1.1360	660	1.9268	0.3263	1.9268	1.3881
0.4688	1.1394	662	1.6032	0.4318	1.6032	1.2662
0.4688	1.1429	664	1.2319	0.4653	1.2319	1.1099
0.4688	1.1463	666	1.0912	0.4699	1.0912	1.0446
0.4688	1.1497	668	1.1504	0.4794	1.1504	1.0726
0.4688	1.1532	670	1.3568	0.4613	1.3568	1.1648
0.4688	1.1566	672	1.6972	0.3966	1.6972	1.3028
0.4688	1.1601	674	1.8359	0.3286	1.8359	1.3549
0.4688	1.1635	676	1.7075	0.3495	1.7075	1.3067
0.4688	1.1670	678	1.4275	0.3423	1.4275	1.1948
0.4688	1.1704	680	1.3039	0.3589	1.3039	1.1419
0.4688	1.1738	682	1.3535	0.3423	1.3535	1.1634
0.4688	1.1773	684	1.4162	0.3423	1.4162	1.1900
0.4688	1.1807	686	1.4481	0.3587	1.4481	1.2034
0.4688	1.1842	688	1.6275	0.3710	1.6275	1.2758
0.4688	1.1876	690	2.0199	0.3128	2.0199	1.4212
0.4688	1.1910	692	2.1541	0.2974	2.1541	1.4677
0.4688	1.1945	694	1.9390	0.3488	1.9390	1.3925
0.4688	1.1979	696	1.7317	0.3508	1.7317	1.3159
0.4688	1.2014	698	1.6720	0.3651	1.6720	1.2930
0.4688	1.2048	700	1.4833	0.4277	1.4833	1.2179
0.4688	1.2083	702	1.2812	0.3886	1.2812	1.1319
0.4688	1.2117	704	1.3087	0.3886	1.3087	1.1440
0.4688	1.2151	706	1.5113	0.4499	1.5113	1.2293
0.4688	1.2186	708	1.5872	0.4315	1.5872	1.2598
0.4688	1.2220	710	1.5091	0.4424	1.5091	1.2285
0.4688	1.2255	712	1.3816	0.4731	1.3816	1.1754
0.4688	1.2289	714	1.3766	0.4307	1.3766	1.1733
0.4688	1.2324	716	1.5279	0.4341	1.5279	1.2361
0.4688	1.2358	718	1.6499	0.3888	1.6499	1.2845
0.4688	1.2392	720	1.7388	0.3402	1.7388	1.3186
0.4688	1.2427	722	1.8172	0.3154	1.8172	1.3480
0.4688	1.2461	724	1.5898	0.3631	1.5898	1.2609
0.4688	1.2496	726	1.4515	0.3142	1.4515	1.2048
0.4688	1.2530	728	1.5786	0.2918	1.5786	1.2564
0.4688	1.2565	730	1.9029	0.2766	1.9029	1.3795
0.4688	1.2599	732	2.1169	0.2933	2.1169	1.4549
0.4688	1.2633	734	2.0363	0.3321	2.0363	1.4270
0.4688	1.2668	736	1.8432	0.3028	1.8432	1.3576
0.4688	1.2702	738	1.6426	0.3647	1.6426	1.2816
0.4688	1.2737	740	1.4735	0.4008	1.4735	1.2139
0.4688	1.2771	742	1.4606	0.4008	1.4606	1.2086
0.4688	1.2806	744	1.5299	0.4008	1.5299	1.2369
0.4688	1.2840	746	1.6040	0.3726	1.6040	1.2665
0.4688	1.2874	748	1.5435	0.4375	1.5435	1.2424
0.4688	1.2909	750	1.5961	0.3950	1.5961	1.2633
0.4688	1.2943	752	1.7206	0.37	1.7206	1.3117
0.4688	1.2978	754	1.7856	0.37	1.7856	1.3363
0.4688	1.3012	756	1.6573	0.4007	1.6573	1.2873
0.4688	1.3046	758	1.4766	0.3925	1.4766	1.2151
0.4688	1.3081	760	1.2982	0.3747	1.2982	1.1394
0.4688	1.3115	762	1.3676	0.3906	1.3676	1.1695
0.4688	1.3150	764	1.4551	0.3925	1.4551	1.2063
0.4688	1.3184	766	1.6262	0.3868	1.6262	1.2752
0.4688	1.3219	768	1.6860	0.4055	1.6860	1.2985
0.4688	1.3253	770	1.5930	0.4044	1.5930	1.2621
0.4688	1.3287	772	1.6544	0.4236	1.6544	1.2862
0.4688	1.3322	774	1.6105	0.3868	1.6105	1.2691
0.4688	1.3356	776	1.5908	0.3148	1.5908	1.2613
0.4688	1.3391	778	1.7170	0.3116	1.7170	1.3104
0.4688	1.3425	780	1.6077	0.3239	1.6077	1.2679
0.4688	1.3460	782	1.3641	0.4141	1.3641	1.1679
0.4688	1.3494	784	1.2339	0.4017	1.2339	1.1108
0.4688	1.3528	786	1.2820	0.4307	1.2820	1.1323
0.4688	1.3563	788	1.5548	0.4528	1.5548	1.2469
0.4688	1.3597	790	1.6727	0.4422	1.6727	1.2933
0.4688	1.3632	792	1.5600	0.4620	1.5600	1.2490
0.4688	1.3666	794	1.4885	0.4425	1.4885	1.2201
0.4688	1.3701	796	1.5612	0.4620	1.5612	1.2495
0.4688	1.3735	798	1.7740	0.406	1.7740	1.3319
0.4688	1.3769	800	1.7458	0.4165	1.7458	1.3213
0.4688	1.3804	802	1.5169	0.3971	1.5169	1.2316
0.4688	1.3838	804	1.2853	0.4271	1.2853	1.1337
0.4688	1.3873	806	1.2290	0.4017	1.2290	1.1086
0.4688	1.3907	808	1.3119	0.4046	1.3119	1.1454
0.4688	1.3941	810	1.5154	0.4071	1.5154	1.2310
0.4688	1.3976	812	1.4445	0.4190	1.4445	1.2019
0.4688	1.4010	814	1.3094	0.3947	1.3094	1.1443
0.4688	1.4045	816	1.2719	0.4167	1.2719	1.1278
0.4688	1.4079	818	1.3285	0.4755	1.3285	1.1526
0.4688	1.4114	820	1.4153	0.4014	1.4153	1.1897
0.4688	1.4148	822	1.4857	0.3962	1.4857	1.2189
0.4688	1.4182	824	1.6678	0.4162	1.6678	1.2914
0.4688	1.4217	826	1.6712	0.3864	1.6712	1.2928
0.4688	1.4251	828	1.5529	0.3962	1.5529	1.2462
0.4688	1.4286	830	1.3749	0.4523	1.3749	1.1726
0.4688	1.4320	832	1.3660	0.4039	1.3660	1.1688
0.4688	1.4355	834	1.4155	0.4046	1.4155	1.1897
0.4688	1.4389	836	1.4620	0.4520	1.4620	1.2091
0.4688	1.4423	838	1.5321	0.4261	1.5321	1.2378
0.4688	1.4458	840	1.3330	0.4762	1.3330	1.1546
0.4688	1.4492	842	1.3025	0.4661	1.3025	1.1413
0.4688	1.4527	844	1.5564	0.4722	1.5564	1.2476
0.4688	1.4561	846	2.0247	0.3698	2.0247	1.4229
0.4688	1.4596	848	2.1273	0.3708	2.1273	1.4585
0.4688	1.4630	850	1.9054	0.3689	1.9054	1.3804
0.4688	1.4664	852	1.5710	0.4261	1.5710	1.2534
0.4688	1.4699	854	1.4262	0.4402	1.4262	1.1943
0.4688	1.4733	856	1.2588	0.4404	1.2588	1.1220
0.4688	1.4768	858	1.2607	0.4404	1.2607	1.1228
0.4688	1.4802	860	1.3998	0.4183	1.3998	1.1831
0.4688	1.4836	862	1.5787	0.4543	1.5787	1.2565
0.4688	1.4871	864	1.5420	0.4543	1.5420	1.2418
0.4688	1.4905	866	1.3129	0.4836	1.3129	1.1458
0.4688	1.4940	868	1.2073	0.4762	1.2073	1.0988
0.4688	1.4974	870	1.2710	0.4431	1.2710	1.1274
0.4688	1.5009	872	1.5552	0.4424	1.5552	1.2471
0.4688	1.5043	874	1.6955	0.4214	1.6955	1.3021
0.4688	1.5077	876	1.7835	0.3482	1.7835	1.3355
0.4688	1.5112	878	1.7047	0.2792	1.7047	1.3056
0.4688	1.5146	880	1.5356	0.2482	1.5356	1.2392
0.4688	1.5181	882	1.3337	0.4268	1.3337	1.1549
0.4688	1.5215	884	1.3063	0.4268	1.3063	1.1429
0.4688	1.5250	886	1.2376	0.4665	1.2376	1.1125
0.4688	1.5284	888	1.3012	0.4302	1.3012	1.1407
0.4688	1.5318	890	1.2634	0.4302	1.2634	1.1240
0.4688	1.5353	892	1.2458	0.4302	1.2458	1.1162
0.4688	1.5387	894	1.2916	0.4404	1.2916	1.1365
0.4688	1.5422	896	1.3603	0.4273	1.3603	1.1663
0.4688	1.5456	898	1.4278	0.3095	1.4278	1.1949
0.4688	1.5491	900	1.4739	0.3738	1.4739	1.2140
0.4688	1.5525	902	1.5234	0.4314	1.5234	1.2343
0.4688	1.5559	904	1.5670	0.4084	1.5670	1.2518
0.4688	1.5594	906	1.5390	0.4364	1.5390	1.2406
0.4688	1.5628	908	1.4714	0.4545	1.4714	1.2130
0.4688	1.5663	910	1.2508	0.4302	1.2508	1.1184
0.4688	1.5697	912	1.1210	0.4677	1.1210	1.0588
0.4688	1.5731	914	1.1658	0.4302	1.1658	1.0797
0.4688	1.5766	916	1.2676	0.4627	1.2676	1.1259
0.4688	1.5800	918	1.3724	0.4183	1.3724	1.1715
0.4688	1.5835	920	1.6045	0.3371	1.6045	1.2667
0.4688	1.5869	922	1.6333	0.3371	1.6333	1.2780
0.4688	1.5904	924	1.5342	0.3386	1.5342	1.2386
0.4688	1.5938	926	1.2998	0.3916	1.2998	1.1401
0.4688	1.5972	928	1.0874	0.4522	1.0874	1.0428
0.4688	1.6007	930	1.1251	0.4870	1.1251	1.0607
0.4688	1.6041	932	1.4330	0.4718	1.4330	1.1971
0.4688	1.6076	934	1.8385	0.3945	1.8385	1.3559
0.4688	1.6110	936	2.0176	0.3945	2.0176	1.4204
0.4688	1.6145	938	1.8903	0.3945	1.8903	1.3749
0.4688	1.6179	940	1.5940	0.3661	1.5940	1.2625
0.4688	1.6213	942	1.2513	0.4130	1.2513	1.1186
0.4688	1.6248	944	1.0603	0.4802	1.0603	1.0297
0.4688	1.6282	946	1.0268	0.5093	1.0268	1.0133
0.4688	1.6317	948	1.0309	0.5093	1.0309	1.0153
0.4688	1.6351	950	1.1086	0.4911	1.1086	1.0529
0.4688	1.6386	952	1.2897	0.4375	1.2897	1.1356
0.4688	1.6420	954	1.6755	0.3422	1.6755	1.2944
0.4688	1.6454	956	1.8763	0.3971	1.8763	1.3698
0.4688	1.6489	958	1.7734	0.3837	1.7734	1.3317
0.4688	1.6523	960	1.4072	0.4915	1.4072	1.1862
0.4688	1.6558	962	1.0570	0.4643	1.0570	1.0281
0.4688	1.6592	964	0.9462	0.55	0.9462	0.9727
0.4688	1.6627	966	0.9891	0.4941	0.9891	0.9945
0.4688	1.6661	968	1.2026	0.4632	1.2026	1.0967
0.4688	1.6695	970	1.4644	0.4065	1.4644	1.2101
0.4688	1.6730	972	1.5232	0.4071	1.5232	1.2342
0.4688	1.6764	974	1.3752	0.4504	1.3752	1.1727
0.4688	1.6799	976	1.2080	0.4515	1.2080	1.0991
0.4688	1.6833	978	1.2493	0.4756	1.2493	1.1177
0.4688	1.6867	980	1.3882	0.4627	1.3882	1.1782
0.4688	1.6902	982	1.5413	0.4071	1.5413	1.2415
0.4688	1.6936	984	1.5163	0.4071	1.5163	1.2314
0.4688	1.6971	986	1.5206	0.4496	1.5206	1.2331
0.4688	1.7005	988	1.4576	0.4617	1.4576	1.2073
0.4688	1.7040	990	1.3039	0.4860	1.3039	1.1419
0.4688	1.7074	992	1.3377	0.5182	1.3377	1.1566
0.4688	1.7108	994	1.5609	0.4716	1.5609	1.2494
0.4688	1.7143	996	1.7178	0.3939	1.7178	1.3106
0.4688	1.7177	998	1.7034	0.3939	1.7034	1.3051
0.149	1.7212	1000	1.4455	0.4931	1.4455	1.2023
0.149	1.7246	1002	1.1984	0.4405	1.1984	1.0947
0.149	1.7281	1004	1.0897	0.4147	1.0897	1.0439
0.149	1.7315	1006	1.1296	0.4263	1.1296	1.0628
0.149	1.7349	1008	1.1369	0.4263	1.1369	1.0663
0.149	1.7384	1010	1.2488	0.4405	1.2488	1.1175
0.149	1.7418	1012	1.3514	0.5182	1.3514	1.1625
0.149	1.7453	1014	1.2686	0.4767	1.2686	1.1263
0.149	1.7487	1016	1.2867	0.4405	1.2867	1.1343
0.149	1.7522	1018	1.4202	0.4824	1.4202	1.1917
0.149	1.7556	1020	1.4963	0.4494	1.4963	1.2233
0.149	1.7590	1022	1.4385	0.4499	1.4385	1.1994
0.149	1.7625	1024	1.2353	0.4017	1.2353	1.1114
0.149	1.7659	1026	1.0180	0.5248	1.0180	1.0090
0.149	1.7694	1028	0.9676	0.5124	0.9676	0.9836
0.149	1.7728	1030	1.0248	0.4955	1.0248	1.0123
0.149	1.7762	1032	1.2177	0.4632	1.2177	1.1035
0.149	1.7797	1034	1.5036	0.4400	1.5036	1.2262
0.149	1.7831	1036	1.5322	0.3737	1.5322	1.2378
0.149	1.7866	1038	1.3371	0.4964	1.3371	1.1563
0.149	1.7900	1040	1.0728	0.4435	1.0728	1.0358
0.149	1.7935	1042	0.9916	0.4691	0.9916	0.9958
0.149	1.7969	1044	0.9994	0.4691	0.9994	0.9997
0.149	1.8003	1046	1.0302	0.4296	1.0302	1.0150
0.149	1.8038	1048	1.0848	0.4671	1.0848	1.0415
0.149	1.8072	1050	1.2206	0.4632	1.2206	1.1048
0.149	1.8107	1052	1.1909	0.5	1.1909	1.0913
0.149	1.8141	1054	1.2360	0.4632	1.2360	1.1117
0.149	1.8176	1056	1.4200	0.4071	1.4200	1.1916
0.149	1.8210	1058	1.4350	0.4281	1.4350	1.1979
0.149	1.8244	1060	1.4023	0.4504	1.4023	1.1842
0.149	1.8279	1062	1.2843	0.4620	1.2843	1.1333
0.149	1.8313	1064	1.3306	0.4620	1.3306	1.1535
0.149	1.8348	1066	1.3281	0.4740	1.3281	1.1525
0.149	1.8382	1068	1.2999	0.4740	1.2999	1.1401
0.149	1.8417	1070	1.4658	0.4150	1.4658	1.2107
0.149	1.8451	1072	1.5228	0.3661	1.5228	1.2340
0.149	1.8485	1074	1.3926	0.4733	1.3926	1.1801
0.149	1.8520	1076	1.1624	0.4870	1.1624	1.0781
0.149	1.8554	1078	0.9644	0.5124	0.9644	0.9820
0.149	1.8589	1080	0.9331	0.5124	0.9331	0.9660
0.149	1.8623	1082	1.0385	0.5152	1.0385	1.0191
0.149	1.8657	1084	1.1443	0.4756	1.1443	1.0697
0.149	1.8692	1086	1.2724	0.4504	1.2724	1.1280
0.149	1.8726	1088	1.2321	0.4506	1.2321	1.1100
0.149	1.8761	1090	1.2764	0.4504	1.2764	1.1298
0.149	1.8795	1092	1.2129	0.4509	1.2129	1.1013
0.149	1.8830	1094	1.1622	0.4509	1.1622	1.0780
0.149	1.8864	1096	1.1102	0.4509	1.1102	1.0536
0.149	1.8898	1098	1.0626	0.4756	1.0626	1.0308
0.149	1.8933	1100	0.9408	0.5798	0.9408	0.9700
0.149	1.8967	1102	0.9134	0.5556	0.9134	0.9557
0.149	1.9002	1104	0.9998	0.5207	0.9998	0.9999
0.149	1.9036	1106	1.1679	0.4509	1.1679	1.0807
0.149	1.9071	1108	1.3642	0.4150	1.3642	1.1680
0.149	1.9105	1110	1.3913	0.4496	1.3913	1.1795
0.149	1.9139	1112	1.2435	0.4504	1.2435	1.1151
0.149	1.9174	1114	1.0253	0.4792	1.0253	1.0126
0.149	1.9208	1116	0.9623	0.5773	0.9623	0.9810
0.149	1.9243	1118	0.9784	0.5773	0.9784	0.9891
0.149	1.9277	1120	1.0394	0.4522	1.0394	1.0195
0.149	1.9312	1122	1.0517	0.4928	1.0517	1.0255
0.149	1.9346	1124	1.0337	0.4813	1.0337	1.0167
0.149	1.9380	1126	1.1180	0.4756	1.1180	1.0573
0.149	1.9415	1128	1.2006	0.5286	1.2006	1.0957
0.149	1.9449	1130	1.1814	0.5286	1.1814	1.0869
0.149	1.9484	1132	1.1420	0.4987	1.1420	1.0686
0.149	1.9518	1134	1.1066	0.4515	1.1066	1.0519
0.149	1.9552	1136	1.1037	0.4515	1.1037	1.0506
0.149	1.9587	1138	1.0419	0.4661	1.0419	1.0207
0.149	1.9621	1140	0.9225	0.5921	0.9225	0.9605
0.149	1.9656	1142	0.8651	0.5985	0.8651	0.9301
0.149	1.9690	1144	0.9150	0.6069	0.9150	0.9566
0.149	1.9725	1146	1.0752	0.4263	1.0752	1.0369
0.149	1.9759	1148	1.1912	0.5199	1.1912	1.0914
0.149	1.9793	1150	1.1552	0.5199	1.1552	1.0748
0.149	1.9828	1152	1.1442	0.5199	1.1442	1.0697
0.149	1.9862	1154	1.0659	0.5251	1.0659	1.0324
0.149	1.9897	1156	1.0146	0.5056	1.0146	1.0073
0.149	1.9931	1158	0.9603	0.5449	0.9603	0.9799
0.149	1.9966	1160	1.0351	0.5152	1.0351	1.0174
0.149	2.0	1162	1.1805	0.4748	1.1805	1.0865
0.149	2.0034	1164	1.1368	0.4748	1.1368	1.0662
0.149	2.0069	1166	1.1003	0.5014	1.1003	1.0489
0.149	2.0103	1168	1.1500	0.4620	1.1500	1.0724
0.149	2.0138	1170	1.3085	0.4501	1.3085	1.1439
0.149	2.0172	1172	1.4351	0.4494	1.4351	1.1980
0.149	2.0207	1174	1.4169	0.4824	1.4169	1.1903
0.149	2.0241	1176	1.2419	0.5075	1.2419	1.1144
0.149	2.0275	1178	1.2083	0.5075	1.2083	1.0992
0.149	2.0310	1180	1.2611	0.5075	1.2611	1.1230
0.149	2.0344	1182	1.2930	0.4964	1.2930	1.1371
0.149	2.0379	1184	1.2053	0.5199	1.2053	1.0979
0.149	2.0413	1186	1.0269	0.5100	1.0269	1.0133
0.149	2.0448	1188	0.9732	0.4986	0.9732	0.9865
0.149	2.0482	1190	1.0421	0.5197	1.0421	1.0208
0.149	2.0516	1192	1.0538	0.4931	1.0538	1.0265
0.149	2.0551	1194	1.1390	0.4756	1.1390	1.0672
0.149	2.0585	1196	1.2590	0.4375	1.2590	1.1221
0.149	2.0620	1198	1.4331	0.3916	1.4331	1.1971
0.149	2.0654	1200	1.3959	0.3916	1.3959	1.1815
0.149	2.0688	1202	1.2478	0.4620	1.2478	1.1171
0.149	2.0723	1204	1.0817	0.4522	1.0817	1.0401
0.149	2.0757	1206	1.0756	0.4522	1.0756	1.0371
0.149	2.0792	1208	1.2166	0.4375	1.2166	1.1030
0.149	2.0826	1210	1.3472	0.5236	1.3472	1.1607
0.149	2.0861	1212	1.3089	0.5331	1.3089	1.1441
0.149	2.0895	1214	1.2542	0.5269	1.2542	1.1199
0.149	2.0929	1216	1.1488	0.5385	1.1488	1.0718
0.149	2.0964	1218	1.2158	0.5269	1.2158	1.1026
0.149	2.0998	1220	1.4308	0.4815	1.4308	1.1961
0.149	2.1033	1222	1.5556	0.4421	1.5556	1.2472
0.149	2.1067	1224	1.4976	0.48	1.4976	1.2238
0.149	2.1102	1226	1.4120	0.4150	1.4120	1.1883
0.149	2.1136	1228	1.3182	0.4136	1.3182	1.1481
0.149	2.1170	1230	1.2598	0.4136	1.2598	1.1224
0.149	2.1205	1232	1.1900	0.4504	1.1900	1.0909
0.149	2.1239	1234	1.1444	0.4136	1.1444	1.0697
0.149	2.1274	1236	1.1452	0.4136	1.1452	1.0702
0.149	2.1308	1238	1.1691	0.4136	1.1691	1.0812
0.149	2.1343	1240	1.2096	0.4136	1.2096	1.0998
0.149	2.1377	1242	1.3218	0.4375	1.3218	1.1497
0.149	2.1411	1244	1.3846	0.4150	1.3846	1.1767
0.149	2.1446	1246	1.2854	0.4375	1.2854	1.1338
0.149	2.1480	1248	1.1384	0.4375	1.1384	1.0669
0.149	2.1515	1250	1.0218	0.5093	1.0218	1.0109
0.149	2.1549	1252	1.0397	0.5207	1.0397	1.0197
0.149	2.1583	1254	1.1637	0.4509	1.1637	1.0788
0.149	2.1618	1256	1.1589	0.4509	1.1589	1.0765
0.149	2.1652	1258	1.1203	0.4740	1.1203	1.0585
0.149	2.1687	1260	1.0749	0.4740	1.0749	1.0368
0.149	2.1721	1262	1.0416	0.5014	1.0416	1.0206
0.149	2.1756	1264	1.1115	0.4740	1.1115	1.0543
0.149	2.1790	1266	1.0534	0.5119	1.0534	1.0264
0.149	2.1824	1268	1.0073	0.5014	1.0073	1.0036
0.149	2.1859	1270	1.0242	0.4515	1.0242	1.0120
0.149	2.1893	1272	1.0694	0.4643	1.0694	1.0341
0.149	2.1928	1274	0.9595	0.5702	0.9595	0.9796
0.149	2.1962	1276	0.9567	0.5702	0.9567	0.9781
0.149	2.1997	1278	1.1036	0.5013	1.1036	1.0505
0.149	2.2031	1280	1.3413	0.5119	1.3413	1.1581
0.149	2.2065	1282	1.3669	0.4624	1.3669	1.1691
0.149	2.2100	1284	1.2167	0.4637	1.2167	1.1031
0.149	2.2134	1286	1.0361	0.5041	1.0361	1.0179
0.149	2.2169	1288	0.9313	0.5041	0.9313	0.9650
0.149	2.2203	1290	0.8948	0.5978	0.8948	0.9459
0.149	2.2238	1292	0.9036	0.5511	0.9036	0.9506
0.149	2.2272	1294	0.8373	0.6992	0.8373	0.9150
0.149	2.2306	1296	0.9096	0.5281	0.9096	0.9537
0.149	2.2341	1298	1.0759	0.5013	1.0759	1.0373
0.149	2.2375	1300	1.1805	0.5013	1.1805	1.0865
0.149	2.2410	1302	1.1570	0.4903	1.1570	1.0756
0.149	2.2444	1304	1.1094	0.5473	1.1094	1.0533
0.149	2.2478	1306	1.1955	0.4631	1.1955	1.0934
0.149	2.2513	1308	1.3248	0.3983	1.3248	1.1510
0.149	2.2547	1310	1.4355	0.4036	1.4355	1.1981
0.149	2.2582	1312	1.3694	0.4504	1.3694	1.1702
0.149	2.2616	1314	1.1692	0.5593	1.1692	1.0813
0.149	2.2651	1316	0.9831	0.5556	0.9831	0.9915
0.149	2.2685	1318	0.9315	0.5457	0.9315	0.9651
0.149	2.2719	1320	0.9895	0.5358	0.9895	0.9947
0.149	2.2754	1322	1.1380	0.5615	1.1380	1.0668
0.149	2.2788	1324	1.1908	0.5709	1.1908	1.0913
0.149	2.2823	1326	1.1373	0.4793	1.1373	1.0664
0.149	2.2857	1328	1.0282	0.4813	1.0282	1.0140
0.149	2.2892	1330	0.9061	0.5645	0.9061	0.9519
0.149	2.2926	1332	0.8910	0.5645	0.8910	0.9439
0.149	2.2960	1334	0.9668	0.4957	0.9668	0.9832
0.149	2.2995	1336	0.9913	0.4957	0.9913	0.9957
0.149	2.3029	1338	1.0946	0.4793	1.0946	1.0462
0.149	2.3064	1340	1.1141	0.4793	1.1141	1.0555
0.149	2.3098	1342	1.0485	0.4813	1.0485	1.0240
0.149	2.3133	1344	0.9811	0.5354	0.9811	0.9905
0.149	2.3167	1346	0.9735	0.5354	0.9735	0.9867
0.149	2.3201	1348	1.0722	0.4813	1.0722	1.0355
0.149	2.3236	1350	1.3163	0.4032	1.3163	1.1473
0.149	2.3270	1352	1.4526	0.3587	1.4526	1.2052
0.149	2.3305	1354	1.4107	0.4015	1.4107	1.1877
0.149	2.3339	1356	1.2559	0.4130	1.2559	1.1206
0.149	2.3373	1358	1.1665	0.4903	1.1665	1.0800
0.149	2.3408	1360	1.1948	0.4903	1.1948	1.0931
0.149	2.3442	1362	1.2402	0.4756	1.2402	1.1137
0.149	2.3477	1364	1.2458	0.4756	1.2458	1.1162
0.149	2.3511	1366	1.2275	0.4756	1.2275	1.1079
0.149	2.3546	1368	1.1474	0.4661	1.1474	1.0712
0.149	2.3580	1370	1.1309	0.4661	1.1309	1.0634
0.149	2.3614	1372	1.1953	0.4509	1.1953	1.0933
0.149	2.3649	1374	1.1891	0.4509	1.1891	1.0904
0.149	2.3683	1376	1.1519	0.4649	1.1519	1.0733
0.149	2.3718	1378	1.0600	0.4813	1.0600	1.0296
0.149	2.3752	1380	1.1344	0.4793	1.1344	1.0651
0.149	2.3787	1382	1.2631	0.4532	1.2631	1.1239
0.149	2.3821	1384	1.2033	0.4532	1.2033	1.0970
0.149	2.3855	1386	1.0814	0.5056	1.0814	1.0399
0.149	2.3890	1388	1.0148	0.4813	1.0148	1.0074
0.149	2.3924	1390	0.9861	0.4682	0.9861	0.9930
0.149	2.3959	1392	1.1018	0.4661	1.1018	1.0497
0.149	2.3993	1394	1.1972	0.4512	1.1972	1.0941
0.149	2.4028	1396	1.1890	0.4767	1.1890	1.0904
0.149	2.4062	1398	1.0322	0.4784	1.0322	1.0160
0.149	2.4096	1400	0.9195	0.5381	0.9195	0.9589
0.149	2.4131	1402	0.8438	0.5610	0.8438	0.9186
0.149	2.4165	1404	0.8181	0.6003	0.8181	0.9045
0.149	2.4200	1406	0.9022	0.5671	0.9022	0.9499
0.149	2.4234	1408	1.0799	0.4759	1.0799	1.0392
0.149	2.4269	1410	1.3504	0.4824	1.3504	1.1621
0.149	2.4303	1412	1.3621	0.4499	1.3621	1.1671
0.149	2.4337	1414	1.1990	0.4614	1.1990	1.0950
0.149	2.4372	1416	1.0188	0.4969	1.0188	1.0093
0.149	2.4406	1418	0.9338	0.4969	0.9338	0.9663
0.149	2.4441	1420	0.9690	0.4969	0.9690	0.9844
0.149	2.4475	1422	1.1163	0.4620	1.1163	1.0566
0.149	2.4509	1424	1.3678	0.4499	1.3678	1.1695
0.149	2.4544	1426	1.5025	0.4238	1.5025	1.2258
0.149	2.4578	1428	1.4254	0.4401	1.4254	1.1939
0.149	2.4613	1430	1.1857	0.4860	1.1857	1.0889
0.149	2.4647	1432	0.9534	0.4845	0.9534	0.9764
0.149	2.4682	1434	0.9188	0.5431	0.9188	0.9585
0.149	2.4716	1436	1.0109	0.4698	1.0109	1.0054
0.149	2.4750	1438	1.2010	0.5167	1.2010	1.0959
0.149	2.4785	1440	1.3560	0.5094	1.3560	1.1645
0.149	2.4819	1442	1.3984	0.4921	1.3984	1.1826
0.149	2.4854	1444	1.2735	0.4499	1.2735	1.1285
0.149	2.4888	1446	1.1865	0.4620	1.1865	1.0893
0.149	2.4923	1448	1.1769	0.4620	1.1769	1.0848
0.149	2.4957	1450	1.2425	0.4375	1.2425	1.1147
0.149	2.4991	1452	1.2798	0.4375	1.2798	1.1313
0.149	2.5026	1454	1.2077	0.4375	1.2077	1.0989
0.149	2.5060	1456	1.1211	0.4748	1.1211	1.0588
0.149	2.5095	1458	1.1909	0.4504	1.1909	1.0913
0.149	2.5129	1460	1.2451	0.4622	1.2451	1.1158
0.149	2.5164	1462	1.3794	0.4281	1.3794	1.1745
0.149	2.5198	1464	1.4526	0.3673	1.4526	1.2052
0.149	2.5232	1466	1.4332	0.3859	1.4332	1.1971
0.149	2.5267	1468	1.5134	0.3526	1.5134	1.2302
0.149	2.5301	1470	1.4810	0.3713	1.4810	1.2169
0.149	2.5336	1472	1.5012	0.3587	1.5012	1.2252
0.149	2.5370	1474	1.4480	0.3587	1.4480	1.2033
0.149	2.5404	1476	1.3743	0.3916	1.3743	1.1723
0.149	2.5439	1478	1.2327	0.4375	1.2327	1.1103
0.149	2.5473	1480	1.1515	0.4375	1.1515	1.0731
0.149	2.5508	1482	0.9774	0.4440	0.9774	0.9886
0.149	2.5542	1484	0.9198	0.5556	0.9198	0.9591
0.149	2.5577	1486	0.9935	0.4691	0.9935	0.9968
0.149	2.5611	1488	1.1181	0.4506	1.1181	1.0574
0.149	2.5645	1490	1.1978	0.4375	1.1978	1.0944
0.149	2.5680	1492	1.1113	0.4271	1.1113	1.0542
0.149	2.5714	1494	1.0902	0.4271	1.0902	1.0441
0.149	2.5749	1496	1.0674	0.4405	1.0674	1.0332
0.149	2.5783	1498	0.9632	0.5072	0.9632	0.9814
0.1033	2.5818	1500	0.8536	0.5734	0.8536	0.9239
0.1033	2.5852	1502	0.8437	0.5734	0.8437	0.9185
0.1033	2.5886	1504	0.9248	0.5124	0.9248	0.9617
0.1033	2.5921	1506	1.0186	0.4773	1.0186	1.0093
0.1033	2.5955	1508	1.1388	0.4130	1.1388	1.0671
0.1033	2.5990	1510	1.2539	0.4375	1.2539	1.1198
0.1033	2.6024	1512	1.2792	0.4375	1.2792	1.1310
0.1033	2.6059	1514	1.2226	0.4375	1.2226	1.1057
0.1033	2.6093	1516	1.2535	0.4375	1.2535	1.1196
0.1033	2.6127	1518	1.3668	0.4496	1.3668	1.1691
0.1033	2.6162	1520	1.3909	0.4282	1.3909	1.1794
0.1033	2.6196	1522	1.2536	0.4375	1.2536	1.1197
0.1033	2.6231	1524	1.0973	0.5014	1.0973	1.0475
0.1033	2.6265	1526	0.9922	0.4408	0.9922	0.9961
0.1033	2.6299	1528	1.0357	0.4408	1.0357	1.0177
0.1033	2.6334	1530	1.2147	0.4627	1.2147	1.1021
0.1033	2.6368	1532	1.3750	0.4076	1.3750	1.1726
0.1033	2.6403	1534	1.3758	0.4076	1.3758	1.1730
0.1033	2.6437	1536	1.3997	0.3942	1.3997	1.1831
0.1033	2.6472	1538	1.3109	0.4154	1.3109	1.1449
0.1033	2.6506	1540	1.2992	0.4154	1.2992	1.1398
0.1033	2.6540	1542	1.3161	0.4154	1.3161	1.1472
0.1033	2.6575	1544	1.2925	0.4154	1.2925	1.1369
0.1033	2.6609	1546	1.2469	0.4277	1.2469	1.1166
0.1033	2.6644	1548	1.2440	0.4499	1.2440	1.1153
0.1033	2.6678	1550	1.2647	0.4499	1.2647	1.1246
0.1033	2.6713	1552	1.2186	0.4726	1.2186	1.1039
0.1033	2.6747	1554	1.1844	0.4748	1.1844	1.0883
0.1033	2.6781	1556	1.1706	0.5014	1.1706	1.0819
0.1033	2.6816	1558	1.1108	0.5014	1.1108	1.0540
0.1033	2.6850	1560	1.0942	0.4773	1.0942	1.0460
0.1033	2.6885	1562	1.0795	0.4773	1.0795	1.0390
0.1033	2.6919	1564	1.1301	0.5119	1.1301	1.0631
0.1033	2.6954	1566	1.1120	0.5014	1.1120	1.0545
0.1033	2.6988	1568	1.0804	0.4773	1.0804	1.0394
0.1033	2.7022	1570	1.0654	0.4773	1.0654	1.0322
0.1033	2.7057	1572	1.0473	0.5043	1.0473	1.0234
0.1033	2.7091	1574	1.0060	0.5350	1.0060	1.0030
0.1033	2.7126	1576	1.0276	0.4792	1.0276	1.0137
0.1033	2.7160	1578	1.0629	0.4515	1.0629	1.0310
0.1033	2.7194	1580	1.0477	0.4515	1.0477	1.0236
0.1033	2.7229	1582	1.1148	0.4870	1.1148	1.0559
0.1033	2.7263	1584	1.2411	0.4952	1.2411	1.1141
0.1033	2.7298	1586	1.2866	0.4729	1.2866	1.1343
0.1033	2.7332	1588	1.1827	0.5291	1.1827	1.0875
0.1033	2.7367	1590	0.9838	0.5742	0.9838	0.9919
0.1033	2.7401	1592	0.9113	0.5714	0.9113	0.9546
0.1033	2.7435	1594	0.9249	0.5535	0.9249	0.9617
0.1033	2.7470	1596	1.0001	0.5742	1.0001	1.0001
0.1033	2.7504	1598	1.1198	0.5543	1.1198	1.0582
0.1033	2.7539	1600	1.0556	0.5663	1.0556	1.0274
0.1033	2.7573	1602	0.9453	0.5742	0.9453	0.9723
0.1033	2.7608	1604	0.9663	0.5489	0.9663	0.9830
0.1033	2.7642	1606	0.9483	0.5535	0.9483	0.9738
0.1033	2.7676	1608	1.0421	0.5444	1.0421	1.0208
0.1033	2.7711	1610	1.0516	0.5372	1.0516	1.0255
0.1033	2.7745	1612	0.9964	0.5843	0.9964	0.9982
0.1033	2.7780	1614	0.9867	0.5843	0.9867	0.9933
0.1033	2.7814	1616	0.8813	0.6591	0.8813	0.9388
0.1033	2.7849	1618	0.8543	0.6319	0.8543	0.9243
0.1033	2.7883	1620	0.8288	0.6568	0.8288	0.9104
0.1033	2.7917	1622	0.8095	0.6568	0.8095	0.8997
0.1033	2.7952	1624	0.8573	0.6568	0.8573	0.9259
0.1033	2.7986	1626	1.0046	0.6058	1.0046	1.0023
0.1033	2.8021	1628	1.0539	0.5953	1.0539	1.0266
0.1033	2.8055	1630	1.0595	0.5953	1.0595	1.0293
0.1033	2.8090	1632	1.0165	0.5700	1.0165	1.0082
0.1033	2.8124	1634	0.9537	0.5641	0.9537	0.9766
0.1033	2.8158	1636	0.8282	0.6176	0.8282	0.9101
0.1033	2.8193	1638	0.7960	0.6358	0.7960	0.8922
0.1033	2.8227	1640	0.8002	0.6587	0.8002	0.8945
0.1033	2.8262	1642	0.8207	0.5957	0.8207	0.9059
0.1033	2.8296	1644	0.8362	0.5431	0.8362	0.9145
0.1033	2.8330	1646	0.8746	0.5381	0.8746	0.9352
0.1033	2.8365	1648	0.9888	0.5161	0.9888	0.9944
0.1033	2.8399	1650	1.0411	0.4759	1.0411	1.0203
0.1033	2.8434	1652	0.9762	0.5257	0.9762	0.9880
0.1033	2.8468	1654	0.9244	0.55	0.9244	0.9614
0.1033	2.8503	1656	0.8932	0.5381	0.8932	0.9451
0.1033	2.8537	1658	0.9756	0.5152	0.9756	0.9877
0.1033	2.8571	1660	1.0374	0.4509	1.0374	1.0185
0.1033	2.8606	1662	1.0318	0.4509	1.0318	1.0158
0.1033	2.8640	1664	1.1132	0.4509	1.1132	1.0551
0.1033	2.8675	1666	1.1972	0.4506	1.1972	1.0942
0.1033	2.8709	1668	1.3543	0.4402	1.3543	1.1637
0.1033	2.8744	1670	1.3665	0.4517	1.3665	1.1690
0.1033	2.8778	1672	1.2826	0.4627	1.2826	1.1325
0.1033	2.8812	1674	1.1555	0.4627	1.1555	1.0750
0.1033	2.8847	1676	1.0061	0.4515	1.0061	1.0030
0.1033	2.8881	1678	1.0126	0.4515	1.0126	1.0063
0.1033	2.8916	1680	1.0278	0.4515	1.0278	1.0138
0.1033	2.8950	1682	0.9842	0.4515	0.9842	0.9921
0.1033	2.8985	1684	0.9636	0.4522	0.9636	0.9816
0.1033	2.9019	1686	0.9177	0.55	0.9177	0.9580
0.1033	2.9053	1688	0.9345	0.4957	0.9345	0.9667
0.1033	2.9088	1690	0.9447	0.5068	0.9447	0.9720
0.1033	2.9122	1692	1.0556	0.4987	1.0556	1.0274
0.1033	2.9157	1694	1.3094	0.4545	1.3094	1.1443
0.1033	2.9191	1696	1.4154	0.4801	1.4154	1.1897
0.1033	2.9225	1698	1.3657	0.4808	1.3657	1.1686
0.1033	2.9260	1700	1.2180	0.4918	1.2180	1.1037
0.1033	2.9294	1702	1.0349	0.5085	1.0349	1.0173
0.1033	2.9329	1704	0.9360	0.4957	0.9360	0.9675
0.1033	2.9363	1706	0.9089	0.55	0.9089	0.9534
0.1033	2.9398	1708	0.9613	0.4668	0.9613	0.9805
0.1033	2.9432	1710	1.0693	0.4509	1.0693	1.0341
0.1033	2.9466	1712	1.1583	0.4964	1.1583	1.0763
0.1033	2.9501	1714	1.1347	0.4964	1.1347	1.0652
0.1033	2.9535	1716	1.1204	0.4964	1.1204	1.0585
0.1033	2.9570	1718	1.0022	0.4870	1.0022	1.0011
0.1033	2.9604	1720	0.8623	0.5985	0.8623	0.9286
0.1033	2.9639	1722	0.7352	0.6018	0.7352	0.8574
0.1033	2.9673	1724	0.6942	0.6184	0.6942	0.8332
0.1033	2.9707	1726	0.7069	0.6143	0.7069	0.8408
0.1033	2.9742	1728	0.7887	0.6702	0.7887	0.8881
0.1033	2.9776	1730	0.9490	0.6831	0.9490	0.9742
0.1033	2.9811	1732	1.1386	0.5132	1.1386	1.0671
0.1033	2.9845	1734	1.1797	0.5236	1.1797	1.0861
0.1033	2.9880	1736	1.0937	0.4632	1.0937	1.0458
0.1033	2.9914	1738	0.9621	0.5448	0.9621	0.9808
0.1033	2.9948	1740	0.8125	0.5765	0.8125	0.9014
0.1033	2.9983	1742	0.7603	0.5994	0.7603	0.8720
0.1033	3.0017	1744	0.7793	0.5823	0.7793	0.8828
0.1033	3.0052	1746	0.8640	0.55	0.8640	0.9295
0.1033	3.0086	1748	1.0199	0.5488	1.0199	1.0099
0.1033	3.0120	1750	1.1878	0.4941	1.1878	1.0898
0.1033	3.0155	1752	1.1880	0.5119	1.1880	1.0900
0.1033	3.0189	1754	1.0612	0.5168	1.0612	1.0301
0.1033	3.0224	1756	0.8860	0.6473	0.8860	0.9413
0.1033	3.0258	1758	0.7876	0.6358	0.7876	0.8875
0.1033	3.0293	1760	0.7671	0.6239	0.7671	0.8758
0.1033	3.0327	1762	0.8239	0.5970	0.8239	0.9077
0.1033	3.0361	1764	0.9766	0.5678	0.9766	0.9882
0.1033	3.0396	1766	1.1462	0.4851	1.1462	1.0706
0.1033	3.0430	1768	1.1778	0.4851	1.1778	1.0853
0.1033	3.0465	1770	1.0997	0.4851	1.0997	1.0487
0.1033	3.0499	1772	1.0087	0.5119	1.0087	1.0043
0.1033	3.0534	1774	0.8883	0.5885	0.8883	0.9425
0.1033	3.0568	1776	0.8288	0.5859	0.8288	0.9104
0.1033	3.0602	1778	0.8603	0.6585	0.8603	0.9275
0.1033	3.0637	1780	0.9329	0.5512	0.9329	0.9659
0.1033	3.0671	1782	0.9575	0.5512	0.9575	0.9785
0.1033	3.0706	1784	0.9556	0.5809	0.9556	0.9776
0.1033	3.0740	1786	0.9581	0.5257	0.9581	0.9788
0.1033	3.0775	1788	0.8838	0.628	0.8838	0.9401
0.1033	3.0809	1790	0.7836	0.5859	0.7836	0.8852
0.1033	3.0843	1792	0.7436	0.5613	0.7436	0.8623
0.1033	3.0878	1794	0.7580	0.5613	0.7580	0.8707
0.1033	3.0912	1796	0.8375	0.5708	0.8375	0.9151
0.1033	3.0947	1798	0.9788	0.5401	0.9788	0.9894
0.1033	3.0981	1800	1.0471	0.5014	1.0471	1.0233
0.1033	3.1015	1802	1.0298	0.5014	1.0298	1.0148
0.1033	3.1050	1804	1.0492	0.5014	1.0492	1.0243
0.1033	3.1084	1806	1.0353	0.5014	1.0353	1.0175
0.1033	3.1119	1808	0.9093	0.5227	0.9093	0.9536
0.1033	3.1153	1810	0.8580	0.5154	0.8580	0.9263
0.1033	3.1188	1812	0.8508	0.5405	0.8508	0.9224
0.1033	3.1222	1814	0.9009	0.5588	0.9009	0.9491
0.1033	3.1256	1816	0.9373	0.5512	0.9373	0.9681
0.1033	3.1291	1818	0.9255	0.5998	0.9255	0.9620
0.1033	3.1325	1820	0.8674	0.6170	0.8674	0.9313
0.1033	3.1360	1822	0.8533	0.5864	0.8533	0.9238
0.1033	3.1394	1824	0.7864	0.5307	0.7864	0.8868
0.1033	3.1429	1826	0.8076	0.5307	0.8076	0.8987
0.1033	3.1463	1828	0.8921	0.5354	0.8921	0.9445
0.1033	3.1497	1830	1.0775	0.5014	1.0775	1.0380
0.1033	3.1532	1832	1.3391	0.4015	1.3391	1.1572
0.1033	3.1566	1834	1.4934	0.3461	1.4934	1.2220
0.1033	3.1601	1836	1.4887	0.3461	1.4887	1.2201
0.1033	3.1635	1838	1.3744	0.4015	1.3744	1.1724
0.1033	3.1670	1840	1.1818	0.4773	1.1818	1.0871
0.1033	3.1704	1842	1.0167	0.5093	1.0167	1.0083
0.1033	3.1738	1844	0.9557	0.5528	0.9557	0.9776
0.1033	3.1773	1846	0.9550	0.5681	0.9550	0.9773
0.1033	3.1807	1848	1.0562	0.5310	1.0562	1.0277
0.1033	3.1842	1850	1.2543	0.4737	1.2543	1.1200
0.1033	3.1876	1852	1.3284	0.4727	1.3284	1.1525
0.1033	3.1910	1854	1.3672	0.4727	1.3672	1.1693
0.1033	3.1945	1856	1.2573	0.4737	1.2573	1.1213
0.1033	3.1979	1858	1.0670	0.5673	1.0670	1.0330
0.1033	3.2014	1860	0.9530	0.5681	0.9530	0.9762
0.1033	3.2048	1862	0.9401	0.5681	0.9401	0.9696
0.1033	3.2083	1864	0.9856	0.5591	0.9856	0.9928
0.1033	3.2117	1866	1.1012	0.4756	1.1012	1.0494
0.1033	3.2151	1868	1.2482	0.4851	1.2482	1.1172
0.1033	3.2186	1870	1.2552	0.4851	1.2552	1.1203
0.1033	3.2220	1872	1.2275	0.4860	1.2275	1.1079
0.1033	3.2255	1874	1.1123	0.5233	1.1123	1.0547
0.1033	3.2289	1876	1.0033	0.5072	1.0033	1.0017
0.1033	3.2324	1878	0.9396	0.5708	0.9396	0.9693
0.1033	3.2358	1880	0.9812	0.5921	0.9812	0.9906
0.1033	3.2392	1882	1.1224	0.4756	1.1224	1.0594
0.1033	3.2427	1884	1.2533	0.4860	1.2533	1.1195
0.1033	3.2461	1886	1.2257	0.4860	1.2257	1.1071
0.1033	3.2496	1888	1.1951	0.4870	1.1951	1.0932
0.1033	3.2530	1890	1.0865	0.5538	1.0865	1.0424
0.1033	3.2565	1892	0.9763	0.5350	0.9763	0.9881
0.1033	3.2599	1894	0.9354	0.5528	0.9354	0.9672
0.1033	3.2633	1896	0.9705	0.5350	0.9705	0.9852
0.1033	3.2668	1898	1.0805	0.5826	1.0805	1.0395
0.1033	3.2702	1900	1.1661	0.4870	1.1661	1.0798
0.1033	3.2737	1902	1.1458	0.4870	1.1458	1.0704
0.1033	3.2771	1904	1.0881	0.5622	1.0881	1.0431
0.1033	3.2806	1906	0.9959	0.5850	0.9959	0.9980
0.1033	3.2840	1908	0.9474	0.5991	0.9474	0.9733
0.1033	3.2874	1910	0.9980	0.5850	0.9980	0.9990
0.1033	3.2909	1912	1.1159	0.4870	1.1159	1.0564
0.1033	3.2943	1914	1.1640	0.4870	1.1640	1.0789
0.1033	3.2978	1916	1.1581	0.4870	1.1581	1.0762
0.1033	3.3012	1918	1.0516	0.5593	1.0516	1.0255
0.1033	3.3046	1920	0.9218	0.5528	0.9218	0.9601
0.1033	3.3081	1922	0.8325	0.5585	0.8325	0.9124
0.1033	3.3115	1924	0.8145	0.5457	0.8145	0.9025
0.1033	3.3150	1926	0.8418	0.5457	0.8418	0.9175
0.1033	3.3184	1928	0.9170	0.5681	0.9170	0.9576
0.1033	3.3219	1930	1.0800	0.5357	1.0800	1.0392
0.1033	3.3253	1932	1.1683	0.4632	1.1683	1.0809
0.1033	3.3287	1934	1.1104	0.4632	1.1104	1.0537
0.1033	3.3322	1936	0.9774	0.5921	0.9774	0.9886
0.1033	3.3356	1938	0.9005	0.5798	0.9005	0.9490
0.1033	3.3391	1940	0.8885	0.5798	0.8885	0.9426
0.1033	3.3425	1942	0.9294	0.5921	0.9294	0.9641
0.1033	3.3460	1944	0.9460	0.5773	0.9460	0.9726
0.1033	3.3494	1946	0.9835	0.5773	0.9835	0.9917
0.1033	3.3528	1948	0.9877	0.5350	0.9877	0.9938
0.1033	3.3563	1950	0.9905	0.5350	0.9905	0.9953
0.1033	3.3597	1952	1.0221	0.5350	1.0221	1.0110
0.1033	3.3632	1954	1.0649	0.4522	1.0649	1.0319
0.1033	3.3666	1956	1.0021	0.5350	1.0021	1.0011
0.1033	3.3701	1958	0.9492	0.5921	0.9492	0.9742
0.1033	3.3735	1960	0.8821	0.5556	0.8821	0.9392
0.1033	3.3769	1962	0.8674	0.5457	0.8674	0.9313
0.1033	3.3804	1964	0.9063	0.5429	0.9063	0.9520
0.1033	3.3838	1966	1.0080	0.5207	1.0080	1.0040
0.1033	3.3873	1968	1.1308	0.4649	1.1308	1.0634
0.1033	3.3907	1970	1.1997	0.5104	1.1997	1.0953
0.1033	3.3941	1972	1.2196	0.4733	1.2196	1.1043
0.1033	3.3976	1974	1.1876	0.4974	1.1876	1.0898
0.1033	3.4010	1976	1.0766	0.4881	1.0766	1.0376
0.1033	3.4045	1978	0.9846	0.5350	0.9846	0.9923
0.1033	3.4079	1980	0.9002	0.5681	0.9002	0.9488
0.1033	3.4114	1982	0.9014	0.5528	0.9014	0.9494
0.1033	3.4148	1984	0.9379	0.5093	0.9379	0.9685
0.1033	3.4182	1986	1.0209	0.5448	1.0209	1.0104
0.1033	3.4217	1988	1.0931	0.5401	1.0931	1.0455
0.1033	3.4251	1990	1.1190	0.4892	1.1190	1.0578
0.1033	3.4286	1992	1.0829	0.5152	1.0829	1.0406
0.1033	3.4320	1994	1.0241	0.5448	1.0241	1.0120
0.1033	3.4355	1996	1.0594	0.4915	1.0594	1.0293
0.1033	3.4389	1998	1.0476	0.4792	1.0476	1.0235
0.0835	3.4423	2000	1.0039	0.5350	1.0039	1.0020
0.0835	3.4458	2002	1.0005	0.5350	1.0005	1.0002
0.0835	3.4492	2004	1.0611	0.4522	1.0611	1.0301
0.0835	3.4527	2006	1.0933	0.5014	1.0933	1.0456
0.0835	3.4561	2008	1.1978	0.4748	1.1978	1.0945
0.0835	3.4596	2010	1.2562	0.4627	1.2562	1.1208
0.0835	3.4630	2012	1.2355	0.4627	1.2355	1.1115
0.0835	3.4664	2014	1.1960	0.4627	1.1960	1.0936
0.0835	3.4699	2016	1.0791	0.4522	1.0791	1.0388
0.0835	3.4733	2018	0.9500	0.5773	0.9500	0.9747
0.0835	3.4768	2020	0.8877	0.5556	0.8877	0.9422
0.0835	3.4802	2022	0.9148	0.5773	0.9148	0.9565
0.0835	3.4836	2024	1.0088	0.5773	1.0088	1.0044
0.0835	3.4871	2026	1.0801	0.5059	1.0801	1.0393
0.0835	3.4905	2028	1.0829	0.5473	1.0829	1.0406
0.0835	3.4940	2030	1.0494	0.5473	1.0494	1.0244
0.0835	3.4974	2032	1.0224	0.5773	1.0224	1.0112
0.0835	3.5009	2034	0.9939	0.5921	0.9939	0.9970
0.0835	3.5043	2036	1.0531	0.5773	1.0531	1.0262
0.0835	3.5077	2038	1.1557	0.4404	1.1557	1.0750
0.0835	3.5112	2040	1.2240	0.4404	1.2240	1.1063
0.0835	3.5146	2042	1.2175	0.4404	1.2175	1.1034
0.0835	3.5181	2044	1.1529	0.4271	1.1529	1.0737
0.0835	3.5215	2046	1.0838	0.5169	1.0838	1.0410
0.0835	3.5250	2048	1.0693	0.5188	1.0693	1.0341
0.0835	3.5284	2050	1.0912	0.4643	1.0912	1.0446
0.0835	3.5318	2052	1.0848	0.4649	1.0848	1.0415
0.0835	3.5353	2054	1.1239	0.4881	1.1239	1.0601
0.0835	3.5387	2056	1.0968	0.4881	1.0968	1.0473
0.0835	3.5422	2058	1.0038	0.5188	1.0038	1.0019
0.0835	3.5456	2060	0.9637	0.55	0.9637	0.9817
0.0835	3.5491	2062	0.9897	0.5449	0.9897	0.9948
0.0835	3.5525	2064	1.0788	0.4881	1.0788	1.0387
0.0835	3.5559	2066	1.0904	0.4881	1.0904	1.0442
0.0835	3.5594	2068	1.0000	0.5068	1.0000	1.0000
0.0835	3.5628	2070	0.8781	0.5789	0.8781	0.9371
0.0835	3.5663	2072	0.7809	0.5859	0.7809	0.8837
0.0835	3.5697	2074	0.7714	0.5859	0.7714	0.8783
0.0835	3.5731	2076	0.8277	0.5859	0.8277	0.9098
0.0835	3.5766	2078	0.9665	0.5216	0.9665	0.9831
0.0835	3.5800	2080	1.1782	0.4627	1.1782	1.0854
0.0835	3.5835	2082	1.2832	0.4627	1.2832	1.1328
0.0835	3.5869	2084	1.2363	0.4627	1.2363	1.1119
0.0835	3.5904	2086	1.0860	0.5233	1.0860	1.0421
0.0835	3.5938	2088	0.9475	0.5765	0.9475	0.9734
0.0835	3.5972	2090	0.8900	0.6093	0.8900	0.9434
0.0835	3.6007	2092	0.9278	0.5789	0.9278	0.9632
0.0835	3.6041	2094	1.0722	0.5114	1.0722	1.0355
0.0835	3.6076	2096	1.1633	0.5286	1.1633	1.0785
0.0835	3.6110	2098	1.1976	0.4952	1.1976	1.0943
0.0835	3.6145	2100	1.1455	0.4767	1.1455	1.0703
0.0835	3.6179	2102	1.1570	0.4404	1.1570	1.0756
0.0835	3.6213	2104	1.1594	0.4506	1.1594	1.0768
0.0835	3.6248	2106	1.2098	0.4375	1.2098	1.0999
0.0835	3.6282	2108	1.2694	0.4145	1.2694	1.1267
0.0835	3.6317	2110	1.2617	0.4375	1.2617	1.1233
0.0835	3.6351	2112	1.2404	0.4375	1.2404	1.1137
0.0835	3.6386	2114	1.2185	0.4375	1.2185	1.1038
0.0835	3.6420	2116	1.1569	0.4870	1.1569	1.0756
0.0835	3.6454	2118	1.0989	0.4643	1.0989	1.0483
0.0835	3.6489	2120	1.0747	0.5341	1.0747	1.0367
0.0835	3.6523	2122	1.0564	0.5593	1.0564	1.0278
0.0835	3.6558	2124	1.0302	0.5855	1.0302	1.0150
0.0835	3.6592	2126	1.0387	0.5825	1.0387	1.0191
0.0835	3.6627	2128	1.0457	0.5512	1.0457	1.0226
0.0835	3.6661	2130	1.1013	0.4860	1.1013	1.0494
0.0835	3.6695	2132	1.1586	0.4860	1.1586	1.0764
0.0835	3.6730	2134	1.1460	0.4860	1.1460	1.0705
0.0835	3.6764	2136	1.0916	0.5028	1.0916	1.0448
0.0835	3.6799	2138	1.0107	0.5593	1.0107	1.0053
0.0835	3.6833	2140	0.9996	0.5593	0.9996	0.9998
0.0835	3.6867	2142	1.0597	0.5028	1.0597	1.0294
0.0835	3.6902	2144	1.1952	0.4627	1.1952	1.0933
0.0835	3.6936	2146	1.2942	0.4499	1.2942	1.1376
0.0835	3.6971	2148	1.3017	0.4402	1.3017	1.1409
0.0835	3.7005	2150	1.1981	0.4627	1.1981	1.0946
0.0835	3.7040	2152	1.0679	0.5119	1.0679	1.0334
0.0835	3.7074	2154	1.0266	0.4892	1.0266	1.0132
0.0835	3.7108	2156	1.0321	0.4892	1.0321	1.0159
0.0835	3.7143	2158	1.1014	0.5119	1.1014	1.0495
0.0835	3.7177	2160	1.1994	0.4627	1.1994	1.0952
0.0835	3.7212	2162	1.1897	0.4627	1.1897	1.0907
0.0835	3.7246	2164	1.1020	0.5014	1.1020	1.0497
0.0835	3.7281	2166	1.0087	0.5968	1.0087	1.0043
0.0835	3.7315	2168	1.0322	0.5968	1.0322	1.0160
0.0835	3.7349	2170	1.0322	0.5968	1.0322	1.0160
0.0835	3.7384	2172	1.1267	0.5244	1.1267	1.0614
0.0835	3.7418	2174	1.2347	0.4952	1.2347	1.1112
0.0835	3.7453	2176	1.2559	0.4952	1.2559	1.1207
0.0835	3.7487	2178	1.1403	0.4952	1.1403	1.0679
0.0835	3.7522	2180	0.9935	0.5968	0.9935	0.9968
0.0835	3.7556	2182	0.9836	0.5968	0.9836	0.9918
0.0835	3.7590	2184	1.0367	0.5565	1.0367	1.0182
0.0835	3.7625	2186	1.0575	0.5565	1.0575	1.0283
0.0835	3.7659	2188	1.0297	0.5326	1.0297	1.0147
0.0835	3.7694	2190	0.9819	0.5773	0.9819	0.9909
0.0835	3.7728	2192	0.9874	0.5773	0.9874	0.9937
0.0835	3.7762	2194	1.0117	0.5773	1.0117	1.0058
0.0835	3.7797	2196	1.1003	0.5565	1.1003	1.0489
0.0835	3.7831	2198	1.1140	0.5565	1.1140	1.0555
0.0835	3.7866	2200	1.0479	0.5350	1.0479	1.0237
0.0835	3.7900	2202	0.9418	0.5773	0.9418	0.9705
0.0835	3.7935	2204	0.9178	0.5921	0.9178	0.9580
0.0835	3.7969	2206	0.9461	0.5921	0.9461	0.9727
0.0835	3.8003	2208	1.0455	0.5424	1.0455	1.0225
0.0835	3.8038	2210	1.2017	0.4851	1.2017	1.0962
0.0835	3.8072	2212	1.3917	0.4613	1.3917	1.1797
0.0835	3.8107	2214	1.4334	0.4608	1.4334	1.1972
0.0835	3.8141	2216	1.3263	0.4726	1.3263	1.1517
0.0835	3.8176	2218	1.1287	0.4756	1.1287	1.0624
0.0835	3.8210	2220	0.9471	0.5528	0.9471	0.9732
0.0835	3.8244	2222	0.8806	0.5681	0.8806	0.9384
0.0835	3.8279	2224	0.8958	0.5681	0.8958	0.9465
0.0835	3.8313	2226	0.9822	0.6006	0.9822	0.9910
0.0835	3.8348	2228	1.1261	0.4637	1.1261	1.0612
0.0835	3.8382	2230	1.1817	0.4833	1.1817	1.0871
0.0835	3.8417	2232	1.1658	0.4833	1.1658	1.0797
0.0835	3.8451	2234	1.1156	0.5075	1.1156	1.0562
0.0835	3.8485	2236	1.0301	0.5593	1.0301	1.0150
0.0835	3.8520	2238	0.9287	0.6006	0.9287	0.9637
0.0835	3.8554	2240	0.9369	0.5593	0.9369	0.9679
0.0835	3.8589	2242	1.0231	0.5538	1.0231	1.0115
0.0835	3.8623	2244	1.0768	0.5595	1.0768	1.0377
0.0835	3.8657	2246	1.1918	0.4833	1.1918	1.0917
0.0835	3.8692	2248	1.2048	0.4833	1.2048	1.0976
0.0835	3.8726	2250	1.0950	0.5182	1.0950	1.0464
0.0835	3.8761	2252	0.9213	0.6461	0.9213	0.9598
0.0835	3.8795	2254	0.8136	0.5921	0.8136	0.9020
0.0835	3.8830	2256	0.7701	0.5681	0.7701	0.8776
0.0835	3.8864	2258	0.7751	0.5681	0.7751	0.8804
0.0835	3.8898	2260	0.8164	0.5921	0.8164	0.9035
0.0835	3.8933	2262	0.8409	0.5921	0.8409	0.9170
0.0835	3.8967	2264	0.8713	0.5921	0.8713	0.9335
0.0835	3.9002	2266	0.9234	0.5304	0.9234	0.9609
0.0835	3.9036	2268	0.9923	0.5283	0.9923	0.9961
0.0835	3.9071	2270	0.9865	0.5014	0.9865	0.9933
0.0835	3.9105	2272	0.9433	0.5708	0.9433	0.9713
0.0835	3.9139	2274	0.9364	0.5708	0.9364	0.9677
0.0835	3.9174	2276	0.9210	0.5708	0.9210	0.9597
0.0835	3.9208	2278	0.8608	0.5921	0.8608	0.9278
0.0835	3.9243	2280	0.7710	0.6173	0.7710	0.8781
0.0835	3.9277	2282	0.7554	0.6053	0.7554	0.8691
0.0835	3.9312	2284	0.7947	0.5921	0.7947	0.8915
0.0835	3.9346	2286	0.8855	0.6301	0.8855	0.9410
0.0835	3.9380	2288	1.0215	0.625	1.0215	1.0107
0.0835	3.9415	2290	1.0931	0.5182	1.0931	1.0455
0.0835	3.9449	2292	1.1286	0.5182	1.1286	1.0624
0.0835	3.9484	2294	1.0478	0.5059	1.0478	1.0236
0.0835	3.9518	2296	0.9320	0.5350	0.9320	0.9654
0.0835	3.9552	2298	0.8887	0.5773	0.8887	0.9427
0.0835	3.9587	2300	0.9165	0.5350	0.9165	0.9573
0.0835	3.9621	2302	0.9961	0.5350	0.9961	0.9981
0.0835	3.9656	2304	1.0647	0.5283	1.0647	1.0319
0.0835	3.9690	2306	1.1374	0.5422	1.1374	1.0665
0.0835	3.9725	2308	1.1635	0.4952	1.1635	1.0787
0.0835	3.9759	2310	1.0867	0.5215	1.0867	1.0424
0.0835	3.9793	2312	1.0136	0.5565	1.0136	1.0068
0.0835	3.9828	2314	1.0450	0.4765	1.0450	1.0223
0.0835	3.9862	2316	1.0277	0.5028	1.0277	1.0137
0.0835	3.9897	2318	1.0486	0.4765	1.0486	1.0240
0.0835	3.9931	2320	0.9906	0.5028	0.9906	0.9953
0.0835	3.9966	2322	0.8749	0.5921	0.8749	0.9354
0.0835	4.0	2324	0.8487	0.6069	0.8487	0.9212
0.0835	4.0034	2326	0.8828	0.6390	0.8828	0.9396
0.0835	4.0069	2328	0.9899	0.6023	0.9899	0.9950
0.0835	4.0103	2330	1.0489	0.5303	1.0489	1.0242
0.0835	4.0138	2332	1.1327	0.4848	1.1327	1.0643
0.0835	4.0172	2334	1.1297	0.4848	1.1297	1.0629
0.0835	4.0207	2336	1.0491	0.5898	1.0491	1.0242
0.0835	4.0241	2338	0.9764	0.5326	0.9764	0.9881
0.0835	4.0275	2340	0.9395	0.55	0.9395	0.9693
0.0835	4.0310	2342	0.9447	0.5473	0.9447	0.9720
0.0835	4.0344	2344	0.9451	0.5473	0.9451	0.9722
0.0835	4.0379	2346	0.8773	0.5921	0.8773	0.9366
0.0835	4.0413	2348	0.7700	0.6337	0.7700	0.8775
0.0835	4.0448	2350	0.7434	0.6451	0.7434	0.8622
0.0835	4.0482	2352	0.7969	0.7032	0.7969	0.8927
0.0835	4.0516	2354	0.9068	0.6897	0.9068	0.9522
0.0835	4.0551	2356	0.9512	0.6538	0.9512	0.9753
0.0835	4.0585	2358	0.9159	0.6836	0.9159	0.9570
0.0835	4.0620	2360	0.8380	0.6365	0.8380	0.9154
0.0835	4.0654	2362	0.7916	0.6410	0.7916	0.8897
0.0835	4.0688	2364	0.7905	0.6410	0.7905	0.8891
0.0835	4.0723	2366	0.8253	0.5921	0.8253	0.9084
0.0835	4.0757	2368	0.8654	0.5326	0.8654	0.9303
0.0835	4.0792	2370	0.8621	0.5773	0.8621	0.9285
0.0835	4.0826	2372	0.8771	0.5773	0.8771	0.9365
0.0835	4.0861	2374	0.8474	0.5773	0.8474	0.9206
0.0835	4.0895	2376	0.8528	0.5773	0.8528	0.9235
0.0835	4.0929	2378	0.8634	0.5773	0.8634	0.9292
0.0835	4.0964	2380	0.8403	0.6069	0.8403	0.9167
0.0835	4.0998	2382	0.8863	0.5773	0.8863	0.9415
0.0835	4.1033	2384	0.9427	0.5350	0.9427	0.9709
0.0835	4.1067	2386	0.8954	0.5921	0.8954	0.9463
0.0835	4.1102	2388	0.8755	0.5921	0.8755	0.9357
0.0835	4.1136	2390	0.7999	0.6093	0.7999	0.8944
0.0835	4.1170	2392	0.7173	0.6139	0.7173	0.8469
0.0835	4.1205	2394	0.7070	0.6139	0.7070	0.8408
0.0835	4.1239	2396	0.7549	0.6358	0.7549	0.8689
0.0835	4.1274	2398	0.8436	0.6316	0.8436	0.9185
0.0835	4.1308	2400	0.9263	0.5179	0.9263	0.9625
0.0835	4.1343	2402	0.9493	0.5170	0.9493	0.9743
0.0835	4.1377	2404	0.8904	0.5965	0.8904	0.9436
0.0835	4.1411	2406	0.7931	0.6568	0.7931	0.8905
0.0835	4.1446	2408	0.7510	0.6358	0.7510	0.8666
0.0835	4.1480	2410	0.7286	0.6587	0.7286	0.8536
0.0835	4.1515	2412	0.7238	0.6587	0.7238	0.8507
0.0835	4.1549	2414	0.7775	0.6568	0.7775	0.8818
0.0835	4.1583	2416	0.8240	0.6548	0.8240	0.9078
0.0835	4.1618	2418	0.8382	0.6316	0.8382	0.9155
0.0835	4.1652	2420	0.8273	0.6069	0.8273	0.9096
0.0835	4.1687	2422	0.8320	0.6069	0.8320	0.9121
0.0835	4.1721	2424	0.7981	0.6195	0.7981	0.8933
0.0835	4.1756	2426	0.7838	0.6337	0.7838	0.8853
0.0835	4.1790	2428	0.7640	0.6116	0.7640	0.8741
0.0835	4.1824	2430	0.7816	0.6116	0.7816	0.8841
0.0835	4.1859	2432	0.8442	0.6132	0.8442	0.9188
0.0835	4.1893	2434	0.9618	0.5013	0.9618	0.9807
0.0835	4.1928	2436	1.0488	0.4637	1.0488	1.0241
0.0835	4.1962	2438	1.0560	0.4512	1.0560	1.0276
0.0835	4.1997	2440	1.0378	0.4765	1.0378	1.0187
0.0835	4.2031	2442	1.0019	0.4765	1.0019	1.0010
0.0835	4.2065	2444	0.9573	0.5283	0.9573	0.9784
0.0835	4.2100	2446	0.9050	0.5740	0.9050	0.9513
0.0835	4.2134	2448	0.8869	0.5740	0.8869	0.9418
0.0835	4.2169	2450	0.8663	0.5921	0.8663	0.9307
0.0835	4.2203	2452	0.8314	0.5833	0.8314	0.9118
0.0835	4.2238	2454	0.8810	0.6150	0.8810	0.9386
0.0835	4.2272	2456	0.9827	0.5215	0.9827	0.9913
0.0835	4.2306	2458	1.0074	0.5215	1.0074	1.0037
0.0835	4.2341	2460	1.0557	0.5215	1.0557	1.0275
0.0835	4.2375	2462	1.0631	0.5119	1.0631	1.0311
0.0835	4.2410	2464	0.9937	0.4765	0.9937	0.9968
0.0835	4.2444	2466	0.9075	0.6006	0.9075	0.9526
0.0835	4.2478	2468	0.9055	0.6006	0.9055	0.9516
0.0835	4.2513	2470	0.9307	0.6006	0.9307	0.9647

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