ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k90_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k90_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k90_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: 0b33b328

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k90_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: 0.6953
Qwk: 0.6384
Mse: 0.6953
Rmse: 0.8338

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	0.0027	2	4.5642	-0.0070	4.5642	2.1364
No log	0.0054	4	2.9637	0.0728	2.9637	1.7215
No log	0.0080	6	1.7108	0.1117	1.7108	1.3080
No log	0.0107	8	1.2953	0.0500	1.2953	1.1381
No log	0.0134	10	1.1255	0.2560	1.1255	1.0609
No log	0.0161	12	1.3688	0.1667	1.3688	1.1700
No log	0.0188	14	1.4020	0.1276	1.4020	1.1840
No log	0.0214	16	1.6058	0.1514	1.6058	1.2672
No log	0.0241	18	2.1313	0.1968	2.1313	1.4599
No log	0.0268	20	2.2293	0.1923	2.2293	1.4931
No log	0.0295	22	1.8908	0.2000	1.8908	1.3751
No log	0.0322	24	1.5734	0.1933	1.5734	1.2544
No log	0.0349	26	1.3040	0.2427	1.3040	1.1419
No log	0.0375	28	1.4529	0.2760	1.4529	1.2054
No log	0.0402	30	2.2296	0.1520	2.2296	1.4932
No log	0.0429	32	2.9989	0.0388	2.9989	1.7317
No log	0.0456	34	3.0146	0.0277	3.0146	1.7363
No log	0.0483	36	2.5455	0.0503	2.5455	1.5955
No log	0.0509	38	1.6877	0.3157	1.6877	1.2991
No log	0.0536	40	1.4204	0.2841	1.4204	1.1918
No log	0.0563	42	1.6555	0.3347	1.6555	1.2867
No log	0.0590	44	1.9116	0.3182	1.9116	1.3826
No log	0.0617	46	1.8714	0.3322	1.8714	1.3680
No log	0.0643	48	1.4026	0.4347	1.4026	1.1843
No log	0.0670	50	1.1821	0.4881	1.1821	1.0872
No log	0.0697	52	1.0536	0.4589	1.0536	1.0264
No log	0.0724	54	1.2631	0.4375	1.2631	1.1239
No log	0.0751	56	1.8046	0.4375	1.8046	1.3434
No log	0.0777	58	2.4424	0.2711	2.4424	1.5628
No log	0.0804	60	2.1285	0.3142	2.1285	1.4589
No log	0.0831	62	1.3289	0.3276	1.3289	1.1528
No log	0.0858	64	1.1220	0.3631	1.1220	1.0592
No log	0.0885	66	1.2901	0.3276	1.2901	1.1358
No log	0.0912	68	1.8579	0.2955	1.8579	1.3630
No log	0.0938	70	2.1692	0.3526	2.1692	1.4728
No log	0.0965	72	2.2985	0.3341	2.2985	1.5161
No log	0.0992	74	1.7588	0.3895	1.7588	1.3262
No log	0.1019	76	1.4669	0.3959	1.4669	1.2111
No log	0.1046	78	1.6734	0.3617	1.6734	1.2936
No log	0.1072	80	2.0575	0.2793	2.0575	1.4344
No log	0.1099	82	2.2547	0.1792	2.2547	1.5016
No log	0.1126	84	2.4985	0.1818	2.4985	1.5807
No log	0.1153	86	2.1550	0.1391	2.1550	1.4680
No log	0.1180	88	1.7341	0.2537	1.7341	1.3169
No log	0.1206	90	1.2989	0.3133	1.2989	1.1397
No log	0.1233	92	1.0506	0.2935	1.0506	1.0250
No log	0.1260	94	1.0782	0.3896	1.0782	1.0384
No log	0.1287	96	1.3948	0.4447	1.3948	1.1810
No log	0.1314	98	1.6951	0.3527	1.6951	1.3020
No log	0.1340	100	1.5967	0.5077	1.5967	1.2636
No log	0.1367	102	1.1139	0.4854	1.1139	1.0554
No log	0.1394	104	0.9233	0.5179	0.9233	0.9609
No log	0.1421	106	1.0388	0.4487	1.0388	1.0192
No log	0.1448	108	1.4871	0.4569	1.4871	1.2195
No log	0.1475	110	1.7714	0.4765	1.7714	1.3310
No log	0.1501	112	1.7856	0.4320	1.7856	1.3363
No log	0.1528	114	1.5054	0.4255	1.5054	1.2269
No log	0.1555	116	1.1929	0.3992	1.1929	1.0922
No log	0.1582	118	1.3026	0.4604	1.3026	1.1413
No log	0.1609	120	1.6041	0.5049	1.6041	1.2665
No log	0.1635	122	1.5923	0.4961	1.5923	1.2619
No log	0.1662	124	1.5778	0.4961	1.5778	1.2561
No log	0.1689	126	1.7059	0.4593	1.7059	1.3061
No log	0.1716	128	1.5492	0.4593	1.5492	1.2447
No log	0.1743	130	1.1994	0.4902	1.1994	1.0952
No log	0.1769	132	1.3479	0.4486	1.3479	1.1610
No log	0.1796	134	1.6400	0.4499	1.6400	1.2806
No log	0.1823	136	1.9533	0.3457	1.9533	1.3976
No log	0.1850	138	1.9381	0.3457	1.9381	1.3921
No log	0.1877	140	1.6317	0.4499	1.6317	1.2774
No log	0.1903	142	1.1764	0.3942	1.1764	1.0846
No log	0.1930	144	1.0502	0.5398	1.0502	1.0248
No log	0.1957	146	0.9924	0.5398	0.9924	0.9962
No log	0.1984	148	1.3334	0.4206	1.3334	1.1547
No log	0.2011	150	1.5420	0.4600	1.5420	1.2418
No log	0.2038	152	1.5580	0.4877	1.5580	1.2482
No log	0.2064	154	1.5097	0.4212	1.5097	1.2287
No log	0.2091	156	1.7222	0.3814	1.7222	1.3123
No log	0.2118	158	1.3391	0.3589	1.3391	1.1572
No log	0.2145	160	1.1740	0.4620	1.1740	1.0835
No log	0.2172	162	1.2485	0.4375	1.2485	1.1174
No log	0.2198	164	0.9550	0.5315	0.9550	0.9772
No log	0.2225	166	1.0176	0.5641	1.0176	1.0088
No log	0.2252	168	1.1873	0.5772	1.1873	1.0896
No log	0.2279	170	1.3196	0.5806	1.3196	1.1487
No log	0.2306	172	1.4483	0.5408	1.4483	1.2035
No log	0.2332	174	1.7939	0.4455	1.7939	1.3394
No log	0.2359	176	1.6372	0.4614	1.6372	1.2795
No log	0.2386	178	1.5759	0.3709	1.5759	1.2553
No log	0.2413	180	1.6122	0.3205	1.6122	1.2697
No log	0.2440	182	1.9439	0.2334	1.9439	1.3942
No log	0.2466	184	2.4716	0.2059	2.4716	1.5721
No log	0.2493	186	2.4734	0.1737	2.4734	1.5727
No log	0.2520	188	2.0567	0.1978	2.0568	1.4341
No log	0.2547	190	1.8504	0.2466	1.8504	1.3603
No log	0.2574	192	1.7249	0.3409	1.7249	1.3134
No log	0.2601	194	1.8117	0.2578	1.8117	1.3460
No log	0.2627	196	1.9591	0.3457	1.9591	1.3997
No log	0.2654	198	1.4250	0.4400	1.4250	1.1937
No log	0.2681	200	1.0933	0.5118	1.0933	1.0456
No log	0.2708	202	0.9648	0.5430	0.9648	0.9822
No log	0.2735	204	1.0121	0.5447	1.0121	1.0061
No log	0.2761	206	1.2924	0.5828	1.2924	1.1368
No log	0.2788	208	1.3219	0.5806	1.3219	1.1498
No log	0.2815	210	1.0909	0.5705	1.0909	1.0445
No log	0.2842	212	1.0830	0.6183	1.0830	1.0407
No log	0.2869	214	1.2205	0.5825	1.2205	1.1048
No log	0.2895	216	1.3898	0.5048	1.3898	1.1789
No log	0.2922	218	1.6186	0.3133	1.6186	1.2723
No log	0.2949	220	1.7211	0.3698	1.7211	1.3119
No log	0.2976	222	1.4857	0.4904	1.4857	1.2189
No log	0.3003	224	1.4673	0.4912	1.4673	1.2113
No log	0.3029	226	1.0032	0.5269	1.0032	1.0016
No log	0.3056	228	0.8189	0.5884	0.8189	0.9049
No log	0.3083	230	0.9489	0.5554	0.9489	0.9741
No log	0.3110	232	1.2416	0.5068	1.2416	1.1143
No log	0.3137	234	1.3863	0.4745	1.3863	1.1774
No log	0.3164	236	1.0960	0.5138	1.0960	1.0469
No log	0.3190	238	0.8448	0.5933	0.8448	0.9191
No log	0.3217	240	0.9717	0.5635	0.9717	0.9858
No log	0.3244	242	1.2936	0.6076	1.2936	1.1373
No log	0.3271	244	1.1498	0.6159	1.1498	1.0723
No log	0.3298	246	0.9550	0.5700	0.9550	0.9773
No log	0.3324	248	0.7834	0.5391	0.7834	0.8851
No log	0.3351	250	0.8608	0.5252	0.8608	0.9278
No log	0.3378	252	1.0672	0.5760	1.0672	1.0330
No log	0.3405	254	1.1420	0.5884	1.1420	1.0687
No log	0.3432	256	1.1349	0.55	1.1349	1.0653
No log	0.3458	258	1.0865	0.5755	1.0865	1.0424
No log	0.3485	260	1.0594	0.5755	1.0594	1.0293
No log	0.3512	262	1.1678	0.5778	1.1678	1.0806
No log	0.3539	264	1.1868	0.6043	1.1868	1.0894
No log	0.3566	266	0.9602	0.6020	0.9602	0.9799
No log	0.3592	268	0.9841	0.6258	0.9841	0.9920
No log	0.3619	270	1.2434	0.5690	1.2434	1.1151
No log	0.3646	272	1.1858	0.5784	1.1858	1.0890
No log	0.3673	274	0.8242	0.6567	0.8242	0.9078
No log	0.3700	276	0.6916	0.6261	0.6916	0.8316
No log	0.3727	278	0.6837	0.6261	0.6837	0.8269
No log	0.3753	280	0.7839	0.6499	0.7839	0.8854
No log	0.3780	282	0.8562	0.6663	0.8562	0.9253
No log	0.3807	284	0.8803	0.6445	0.8803	0.9382
No log	0.3834	286	0.8329	0.676	0.8329	0.9126
No log	0.3861	288	0.7257	0.6768	0.7257	0.8519
No log	0.3887	290	0.7708	0.6616	0.7708	0.8779
No log	0.3914	292	0.7737	0.6616	0.7737	0.8796
No log	0.3941	294	0.6938	0.6568	0.6938	0.8330
No log	0.3968	296	0.6616	0.6691	0.6616	0.8134
No log	0.3995	298	0.7424	0.6431	0.7424	0.8616
No log	0.4021	300	1.0062	0.6002	1.0062	1.0031
No log	0.4048	302	1.1601	0.5273	1.1601	1.0771
No log	0.4075	304	1.0192	0.5714	1.0192	1.0095
No log	0.4102	306	0.9624	0.6048	0.9624	0.9810
No log	0.4129	308	1.0667	0.5732	1.0667	1.0328
No log	0.4155	310	1.2478	0.4834	1.2478	1.1170
No log	0.4182	312	1.2070	0.4834	1.2070	1.0986
No log	0.4209	314	1.0171	0.6048	1.0171	1.0085
No log	0.4236	316	0.9694	0.6087	0.9694	0.9846
No log	0.4263	318	0.9212	0.6395	0.9212	0.9598
No log	0.4290	320	0.8554	0.6415	0.8554	0.9249
No log	0.4316	322	0.7745	0.6293	0.7745	0.8800
No log	0.4343	324	0.8115	0.5920	0.8115	0.9009
No log	0.4370	326	0.8561	0.6648	0.8561	0.9253
No log	0.4397	328	0.8313	0.6584	0.8313	0.9117
No log	0.4424	330	0.6650	0.6758	0.6650	0.8155
No log	0.4450	332	0.6185	0.7034	0.6185	0.7864
No log	0.4477	334	0.5973	0.7034	0.5973	0.7729
No log	0.4504	336	0.6420	0.7155	0.6420	0.8012
No log	0.4531	338	0.7728	0.6464	0.7728	0.8791
No log	0.4558	340	0.7863	0.6633	0.7863	0.8867
No log	0.4584	342	0.7174	0.6135	0.7174	0.8470
No log	0.4611	344	0.8342	0.6006	0.8342	0.9134
No log	0.4638	346	0.9208	0.5714	0.9208	0.9596
No log	0.4665	348	1.1241	0.5363	1.1241	1.0603
No log	0.4692	350	1.1896	0.5345	1.1896	1.0907
No log	0.4718	352	0.9640	0.6281	0.9640	0.9819
No log	0.4745	354	0.8188	0.6680	0.8188	0.9049
No log	0.4772	356	0.8448	0.6631	0.8448	0.9191
No log	0.4799	358	0.8865	0.6631	0.8865	0.9416
No log	0.4826	360	0.9108	0.6351	0.9108	0.9544
No log	0.4853	362	0.8624	0.6710	0.8624	0.9286
No log	0.4879	364	0.8901	0.6186	0.8901	0.9434
No log	0.4906	366	0.9859	0.5714	0.9859	0.9929
No log	0.4933	368	0.9900	0.5473	0.9900	0.9950
No log	0.4960	370	0.9192	0.4952	0.9192	0.9587
No log	0.4987	372	0.9461	0.5219	0.9461	0.9727
No log	0.5013	374	1.1362	0.5539	1.1362	1.0659
No log	0.5040	376	1.2081	0.5487	1.2081	1.0991
No log	0.5067	378	1.0727	0.5683	1.0727	1.0357
No log	0.5094	380	0.7852	0.5429	0.7852	0.8861
No log	0.5121	382	0.6968	0.6025	0.6968	0.8347
No log	0.5147	384	0.7181	0.5681	0.7181	0.8474
No log	0.5174	386	0.9305	0.6146	0.9305	0.9646
No log	0.5201	388	1.2074	0.5207	1.2074	1.0988
No log	0.5228	390	1.1919	0.5124	1.1919	1.0918
No log	0.5255	392	0.9469	0.6108	0.9469	0.9731
No log	0.5282	394	0.6532	0.6507	0.6532	0.8082
No log	0.5308	396	0.6080	0.6159	0.6080	0.7797
No log	0.5335	398	0.6126	0.6384	0.6126	0.7827
No log	0.5362	400	0.8202	0.6732	0.8202	0.9057
No log	0.5389	402	1.1457	0.5075	1.1457	1.0704
No log	0.5416	404	1.2095	0.4706	1.2095	1.0998
No log	0.5442	406	1.2119	0.4706	1.2119	1.1009
No log	0.5469	408	1.0635	0.5332	1.0635	1.0313
No log	0.5496	410	0.9798	0.5919	0.9798	0.9899
No log	0.5523	412	1.0528	0.5719	1.0528	1.0261
No log	0.5550	414	1.0485	0.5714	1.0485	1.0240
No log	0.5576	416	1.1926	0.5491	1.1926	1.0921
No log	0.5603	418	1.1816	0.5318	1.1816	1.0870
No log	0.5630	420	1.2216	0.5387	1.2216	1.1052
No log	0.5657	422	1.0270	0.5424	1.0270	1.0134
No log	0.5684	424	0.9620	0.5590	0.9620	0.9808
No log	0.5710	426	0.9004	0.6280	0.9004	0.9489
No log	0.5737	428	1.0043	0.5512	1.0043	1.0022
No log	0.5764	430	1.1676	0.5420	1.1676	1.0806
No log	0.5791	432	1.0766	0.5353	1.0766	1.0376
No log	0.5818	434	1.0699	0.5353	1.0699	1.0344
No log	0.5845	436	1.1296	0.5420	1.1296	1.0628
No log	0.5871	438	1.0409	0.6096	1.0409	1.0203
No log	0.5898	440	0.9361	0.5837	0.9361	0.9675
No log	0.5925	442	1.1656	0.5781	1.1656	1.0796
No log	0.5952	444	1.2300	0.5491	1.2300	1.1090
No log	0.5979	446	1.0275	0.5882	1.0275	1.0137
No log	0.6005	448	0.8500	0.5833	0.8500	0.9219
No log	0.6032	450	0.9061	0.5991	0.9061	0.9519
No log	0.6059	452	1.1335	0.5529	1.1335	1.0646
No log	0.6086	454	1.5579	0.3864	1.5579	1.2482
No log	0.6113	456	1.7459	0.3521	1.7459	1.3213
No log	0.6139	458	1.5000	0.4217	1.5000	1.2247
No log	0.6166	460	1.0651	0.5422	1.0651	1.0320
No log	0.6193	462	0.9122	0.5350	0.9122	0.9551
No log	0.6220	464	0.8386	0.5681	0.8386	0.9157
No log	0.6247	466	0.9595	0.5785	0.9595	0.9795
No log	0.6273	468	1.0202	0.5863	1.0202	1.0100
No log	0.6300	470	1.1102	0.5422	1.1102	1.0537
No log	0.6327	472	0.9199	0.6168	0.9199	0.9591
No log	0.6354	474	0.7483	0.6316	0.7483	0.8650
No log	0.6381	476	0.7967	0.6316	0.7967	0.8926
No log	0.6408	478	1.0010	0.5671	1.0010	1.0005
No log	0.6434	480	1.2747	0.5098	1.2747	1.1290
No log	0.6461	482	1.3407	0.4800	1.3407	1.1579
No log	0.6488	484	1.1268	0.5293	1.1268	1.0615
No log	0.6515	486	0.8903	0.55	0.8903	0.9436
No log	0.6542	488	0.8937	0.55	0.8937	0.9453
No log	0.6568	490	0.9949	0.5299	0.9949	0.9974
No log	0.6595	492	1.2379	0.5035	1.2379	1.1126
No log	0.6622	494	1.5453	0.3696	1.5453	1.2431
No log	0.6649	496	1.6638	0.3696	1.6638	1.2899
No log	0.6676	498	1.6281	0.3696	1.6281	1.2760
0.455	0.6702	500	1.3572	0.4216	1.3572	1.1650
0.455	0.6729	502	1.1660	0.4713	1.1660	1.0798
0.455	0.6756	504	0.9671	0.5046	0.9671	0.9834
0.455	0.6783	506	0.9588	0.5046	0.9588	0.9792
0.455	0.6810	508	1.0223	0.4881	1.0223	1.0111
0.455	0.6836	510	1.1275	0.5459	1.1275	1.0619
0.455	0.6863	512	1.1290	0.5404	1.1290	1.0626
0.455	0.6890	514	1.0382	0.5614	1.0382	1.0189
0.455	0.6917	516	1.1042	0.5404	1.1042	1.0508
0.455	0.6944	518	1.1043	0.5331	1.1043	1.0509
0.455	0.6971	520	1.0035	0.5622	1.0035	1.0017
0.455	0.6997	522	0.9344	0.5401	0.9344	0.9666
0.455	0.7024	524	0.9242	0.5198	0.9242	0.9614
0.455	0.7051	526	0.7704	0.6093	0.7704	0.8777
0.455	0.7078	528	0.7492	0.6093	0.7492	0.8656
0.455	0.7105	530	0.8896	0.5765	0.8896	0.9432
0.455	0.7131	532	1.3354	0.5082	1.3354	1.1556
0.455	0.7158	534	1.6889	0.4764	1.6889	1.2996
0.455	0.7185	536	1.6457	0.4764	1.6457	1.2828
0.455	0.7212	538	1.2690	0.5556	1.2690	1.1265
0.455	0.7239	540	0.8239	0.6053	0.8239	0.9077
0.455	0.7265	542	0.6848	0.6033	0.6848	0.8275
0.455	0.7292	544	0.7058	0.5884	0.7058	0.8401
0.455	0.7319	546	0.7805	0.6300	0.7805	0.8835
0.455	0.7346	548	1.0068	0.5963	1.0068	1.0034
0.455	0.7373	550	1.2381	0.5199	1.2381	1.1127
0.455	0.7399	552	1.2118	0.4824	1.2118	1.1008
0.455	0.7426	554	1.1633	0.5218	1.1633	1.0786
0.455	0.7453	556	1.1420	0.5353	1.1420	1.0687
0.455	0.7480	558	1.0693	0.5762	1.0693	1.0341
0.455	0.7507	560	1.1163	0.5551	1.1163	1.0566
0.455	0.7534	562	1.1054	0.5719	1.1054	1.0514
0.455	0.7560	564	0.8704	0.6101	0.8704	0.9330
0.455	0.7587	566	0.7230	0.6481	0.7230	0.8503
0.455	0.7614	568	0.7060	0.7060	0.7060	0.8402
0.455	0.7641	570	0.8160	0.6530	0.8160	0.9033
0.455	0.7668	572	1.1277	0.5574	1.1277	1.0619
0.455	0.7694	574	1.3352	0.5129	1.3352	1.1555
0.455	0.7721	576	1.2830	0.4586	1.2830	1.1327
0.455	0.7748	578	1.1343	0.5277	1.1343	1.0650
0.455	0.7775	580	0.9914	0.5299	0.9914	0.9957
0.455	0.7802	582	0.8443	0.5248	0.8443	0.9189
0.455	0.7828	584	0.8044	0.5248	0.8044	0.8969
0.455	0.7855	586	0.8817	0.6129	0.8817	0.9390
0.455	0.7882	588	0.9541	0.5788	0.9541	0.9768
0.455	0.7909	590	0.9379	0.5788	0.9379	0.9685
0.455	0.7936	592	0.9123	0.6538	0.9123	0.9551
0.455	0.7962	594	1.0109	0.5860	1.0109	1.0055
0.455	0.7989	596	1.1727	0.5129	1.1727	1.0829
0.455	0.8016	598	1.2254	0.4925	1.2254	1.1070
0.455	0.8043	600	1.2236	0.4581	1.2236	1.1062
0.455	0.8070	602	1.1231	0.4595	1.1231	1.0598
0.455	0.8097	604	1.0863	0.5015	1.0863	1.0422
0.455	0.8123	606	1.0527	0.5015	1.0527	1.0260
0.455	0.8150	608	1.0574	0.5015	1.0574	1.0283
0.455	0.8177	610	0.9803	0.5997	0.9803	0.9901
0.455	0.8204	612	0.9953	0.6057	0.9953	0.9977
0.455	0.8231	614	0.9494	0.6183	0.9494	0.9744
0.455	0.8257	616	1.1367	0.5551	1.1367	1.0662
0.455	0.8284	618	1.1468	0.5689	1.1468	1.0709
0.455	0.8311	620	1.1284	0.5929	1.1284	1.0622
0.455	0.8338	622	1.0162	0.5762	1.0162	1.0081
0.455	0.8365	624	1.0935	0.5218	1.0935	1.0457
0.455	0.8391	626	1.2555	0.4586	1.2555	1.1205
0.455	0.8418	628	1.2328	0.4586	1.2328	1.1103
0.455	0.8445	630	1.0381	0.5375	1.0381	1.0189
0.455	0.8472	632	0.8120	0.55	0.8120	0.9011
0.455	0.8499	634	0.7169	0.5985	0.7169	0.8467
0.455	0.8525	636	0.7550	0.6294	0.7550	0.8689
0.455	0.8552	638	0.9863	0.6259	0.9863	0.9931
0.455	0.8579	640	1.0873	0.5929	1.0873	1.0427
0.455	0.8606	642	0.9810	0.5865	0.9810	0.9905
0.455	0.8633	644	0.7606	0.6410	0.7606	0.8721
0.455	0.8660	646	0.6375	0.6455	0.6375	0.7985
0.455	0.8686	648	0.6491	0.6307	0.6491	0.8057
0.455	0.8713	650	0.7451	0.6410	0.7451	0.8632
0.455	0.8740	652	0.9880	0.5353	0.9880	0.9940
0.455	0.8767	654	1.1610	0.4834	1.1610	1.0775
0.455	0.8794	656	1.0967	0.5694	1.0967	1.0472
0.455	0.8820	658	0.9353	0.6371	0.9353	0.9671
0.455	0.8847	660	0.7589	0.5833	0.7589	0.8711
0.455	0.8874	662	0.6761	0.6455	0.6761	0.8222
0.455	0.8901	664	0.6981	0.5896	0.6981	0.8355
0.455	0.8928	666	0.8236	0.6150	0.8236	0.9075
0.455	0.8954	668	0.8739	0.6260	0.8739	0.9348
0.455	0.8981	670	0.8392	0.5681	0.8392	0.9161
0.455	0.9008	672	0.9457	0.5740	0.9457	0.9725
0.455	0.9035	674	1.1187	0.5	1.1187	1.0577
0.455	0.9062	676	1.1864	0.5237	1.1864	1.0892
0.455	0.9088	678	1.1506	0.4911	1.1506	1.0727
0.455	0.9115	680	1.1487	0.4911	1.1487	1.0718
0.455	0.9142	682	1.1669	0.4911	1.1669	1.0802
0.455	0.9169	684	1.0557	0.4824	1.0557	1.0275
0.455	0.9196	686	0.9207	0.5714	0.9207	0.9595
0.455	0.9223	688	0.8217	0.5456	0.8217	0.9065
0.455	0.9249	690	0.8575	0.5714	0.8575	0.9260
0.455	0.9276	692	1.0673	0.5748	1.0673	1.0331
0.455	0.9303	694	1.4319	0.4815	1.4319	1.1966
0.455	0.9330	696	1.7177	0.3501	1.7177	1.3106
0.455	0.9357	698	1.6281	0.3521	1.6281	1.2760
0.455	0.9383	700	1.3777	0.4312	1.3777	1.1737
0.455	0.9410	702	1.1801	0.3425	1.1801	1.0863
0.455	0.9437	704	1.0532	0.4375	1.0532	1.0262
0.455	0.9464	706	0.9764	0.4824	0.9764	0.9881
0.455	0.9491	708	1.0496	0.4938	1.0496	1.0245
0.455	0.9517	710	1.1386	0.5512	1.1386	1.0670
0.455	0.9544	712	1.1929	0.5811	1.1929	1.0922
0.455	0.9571	714	1.0353	0.6414	1.0353	1.0175
0.455	0.9598	716	0.9651	0.6110	0.9651	0.9824
0.455	0.9625	718	0.9569	0.6070	0.9569	0.9782
0.455	0.9651	720	0.9736	0.6371	0.9736	0.9867
0.455	0.9678	722	0.8962	0.6371	0.8962	0.9467
0.455	0.9705	724	0.8297	0.6345	0.8297	0.9109
0.455	0.9732	726	0.8044	0.6345	0.8044	0.8969
0.455	0.9759	728	0.8842	0.6371	0.8842	0.9403
0.455	0.9786	730	1.0446	0.6333	1.0446	1.0221
0.455	0.9812	732	1.2246	0.6078	1.2246	1.1066
0.455	0.9839	734	1.2959	0.5811	1.2959	1.1384
0.455	0.9866	736	1.1414	0.5625	1.1414	1.0684
0.455	0.9893	738	1.0161	0.5198	1.0161	1.0080
0.455	0.9920	740	0.8771	0.55	0.8771	0.9365
0.455	0.9946	742	0.8403	0.5921	0.8403	0.9167
0.455	0.9973	744	0.8313	0.5681	0.8313	0.9118
0.455	1.0	746	0.8253	0.6029	0.8253	0.9084
0.455	1.0027	748	0.7723	0.6092	0.7723	0.8788
0.455	1.0054	750	0.8412	0.6165	0.8412	0.9172
0.455	1.0080	752	0.8986	0.6165	0.8986	0.9479
0.455	1.0107	754	0.8437	0.6092	0.8437	0.9185
0.455	1.0134	756	0.7585	0.5714	0.7585	0.8709
0.455	1.0161	758	0.7745	0.5714	0.7745	0.8801
0.455	1.0188	760	0.8696	0.5528	0.8696	0.9325
0.455	1.0214	762	1.0301	0.5865	1.0301	1.0149
0.455	1.0241	764	1.1281	0.5930	1.1281	1.0621
0.455	1.0268	766	1.3141	0.4600	1.3141	1.1463
0.455	1.0295	768	1.2815	0.4600	1.2815	1.1320
0.455	1.0322	770	1.2517	0.4590	1.2517	1.1188
0.455	1.0349	772	1.1381	0.4079	1.1381	1.0668
0.455	1.0375	774	1.0923	0.3802	1.0923	1.0451
0.455	1.0402	776	1.1376	0.4375	1.1376	1.0666
0.455	1.0429	778	1.3017	0.4628	1.3017	1.1409
0.455	1.0456	780	1.3708	0.4706	1.3708	1.1708
0.455	1.0483	782	1.3245	0.4712	1.3245	1.1509
0.455	1.0509	784	1.1364	0.3802	1.1364	1.0660
0.455	1.0536	786	1.0496	0.4212	1.0496	1.0245
0.455	1.0563	788	1.0568	0.4216	1.0568	1.0280
0.455	1.0590	790	1.1883	0.4231	1.1883	1.0901
0.455	1.0617	792	1.3587	0.4823	1.3587	1.1656
0.455	1.0643	794	1.5660	0.4593	1.5660	1.2514
0.455	1.0670	796	1.5310	0.4774	1.5310	1.2373
0.455	1.0697	798	1.2978	0.4823	1.2978	1.1392
0.455	1.0724	800	1.0024	0.5785	1.0024	1.0012
0.455	1.0751	802	0.8908	0.5557	0.8908	0.9438
0.455	1.0777	804	0.9031	0.5557	0.9031	0.9503
0.455	1.0804	806	0.9733	0.5207	0.9733	0.9866
0.455	1.0831	808	1.1103	0.5568	1.1103	1.0537
0.455	1.0858	810	1.2866	0.5138	1.2866	1.1343
0.455	1.0885	812	1.2649	0.4841	1.2649	1.1247
0.455	1.0912	814	1.1129	0.4490	1.1129	1.0550
0.455	1.0938	816	0.9675	0.5619	0.9675	0.9836
0.455	1.0965	818	0.9105	0.5650	0.9105	0.9542
0.455	1.0992	820	0.9945	0.5850	0.9945	0.9972
0.455	1.1019	822	1.1638	0.5215	1.1638	1.0788
0.455	1.1046	824	1.2355	0.4638	1.2355	1.1115
0.455	1.1072	826	1.2253	0.4504	1.2253	1.1069
0.455	1.1099	828	1.2632	0.4504	1.2632	1.1239
0.455	1.1126	830	1.3402	0.4345	1.3402	1.1577
0.455	1.1153	832	1.4710	0.4126	1.4710	1.2128
0.455	1.1180	834	1.6659	0.3812	1.6659	1.2907
0.455	1.1206	836	1.6209	0.4262	1.6209	1.2732
0.455	1.1233	838	1.4090	0.4066	1.4090	1.1870
0.455	1.1260	840	1.1918	0.4341	1.1918	1.0917
0.455	1.1287	842	1.0646	0.4771	1.0646	1.0318
0.455	1.1314	844	1.1042	0.6023	1.1042	1.0508
0.455	1.1340	846	1.0781	0.5935	1.0781	1.0383
0.455	1.1367	848	0.9581	0.6234	0.9581	0.9788
0.455	1.1394	850	0.8994	0.6348	0.8994	0.9483
0.455	1.1421	852	0.9586	0.6645	0.9586	0.9791
0.455	1.1448	854	1.0093	0.6599	1.0093	1.0046
0.455	1.1475	856	1.0505	0.6281	1.0505	1.0249
0.455	1.1501	858	1.2078	0.5093	1.2078	1.0990
0.455	1.1528	860	1.4144	0.3621	1.4144	1.1893
0.455	1.1555	862	1.4556	0.3621	1.4556	1.2065
0.455	1.1582	864	1.3614	0.4073	1.3614	1.1668
0.455	1.1609	866	1.2122	0.375	1.2122	1.1010
0.455	1.1635	868	1.1604	0.4185	1.1604	1.0772
0.455	1.1662	870	1.2115	0.5078	1.2115	1.1007
0.455	1.1689	872	1.2464	0.4950	1.2464	1.1164
0.455	1.1716	874	1.3274	0.5165	1.3274	1.1521
0.455	1.1743	876	1.3281	0.5165	1.3281	1.1524
0.455	1.1769	878	1.1377	0.5930	1.1377	1.0666
0.455	1.1796	880	0.9713	0.5817	0.9713	0.9855
0.455	1.1823	882	0.9160	0.5921	0.9160	0.9571
0.455	1.1850	884	0.9836	0.6129	0.9836	0.9918
0.455	1.1877	886	1.1068	0.6333	1.1068	1.0521
0.455	1.1903	888	1.2131	0.5034	1.2131	1.1014
0.455	1.1930	890	1.1541	0.5868	1.1541	1.0743
0.455	1.1957	892	1.0203	0.5350	1.0203	1.0101
0.455	1.1984	894	0.9722	0.5112	0.9722	0.9860
0.455	1.2011	896	1.0282	0.4663	1.0282	1.0140
0.455	1.2038	898	1.1117	0.3908	1.1117	1.0544
0.455	1.2064	900	1.2408	0.4044	1.2408	1.1139
0.455	1.2091	902	1.4776	0.3488	1.4776	1.2156
0.455	1.2118	904	1.6397	0.4076	1.6397	1.2805
0.455	1.2145	906	1.6202	0.4076	1.6202	1.2729
0.455	1.2172	908	1.4796	0.4014	1.4796	1.2164
0.455	1.2198	910	1.2482	0.4577	1.2482	1.1172
0.455	1.2225	912	1.0409	0.5350	1.0409	1.0202
0.455	1.2252	914	0.9698	0.5619	0.9698	0.9848
0.455	1.2279	916	1.0193	0.6146	1.0193	1.0096
0.455	1.2306	918	1.1280	0.6045	1.1280	1.0621
0.455	1.2332	920	1.2160	0.5900	1.2160	1.1027
0.455	1.2359	922	1.2169	0.5649	1.2169	1.1031
0.455	1.2386	924	1.2735	0.4808	1.2735	1.1285
0.455	1.2413	926	1.2244	0.4868	1.2244	1.1065
0.455	1.2440	928	1.1951	0.5277	1.1951	1.0932
0.455	1.2466	930	1.1131	0.5732	1.1131	1.0550
0.455	1.2493	932	0.8797	0.5093	0.8797	0.9379
0.455	1.2520	934	0.7842	0.5870	0.7842	0.8856
0.455	1.2547	936	0.7877	0.5946	0.7877	0.8875
0.455	1.2574	938	0.8632	0.6584	0.8632	0.9291
0.455	1.2601	940	1.0154	0.6161	1.0154	1.0077
0.455	1.2627	942	1.1405	0.6047	1.1405	1.0679
0.455	1.2654	944	1.0379	0.5762	1.0379	1.0188
0.455	1.2681	946	0.9461	0.5593	0.9461	0.9727
0.455	1.2708	948	0.9266	0.5593	0.9266	0.9626
0.455	1.2735	950	0.9519	0.5826	0.9519	0.9756
0.455	1.2761	952	0.8818	0.6006	0.8818	0.9390
0.455	1.2788	954	0.8745	0.6006	0.8745	0.9352
0.455	1.2815	956	0.8894	0.6006	0.8894	0.9431
0.455	1.2842	958	0.9937	0.5826	0.9937	0.9969
0.455	1.2869	960	1.0583	0.5875	1.0583	1.0287
0.455	1.2895	962	1.1494	0.5811	1.1494	1.0721
0.455	1.2922	964	1.1205	0.5539	1.1205	1.0585
0.455	1.2949	966	1.0727	0.5299	1.0727	1.0357
0.455	1.2976	968	1.0934	0.5299	1.0934	1.0457
0.455	1.3003	970	1.0722	0.5046	1.0722	1.0355
0.455	1.3029	972	1.0385	0.5708	1.0385	1.0191
0.455	1.3056	974	1.0660	0.5618	1.0660	1.0325
0.455	1.3083	976	1.1779	0.55	1.1779	1.0853
0.455	1.3110	978	1.2442	0.5441	1.2442	1.1154
0.455	1.3137	980	1.1896	0.5357	1.1896	1.0907
0.455	1.3164	982	1.0691	0.5046	1.0691	1.0340
0.455	1.3190	984	0.9247	0.5093	0.9247	0.9616
0.455	1.3217	986	0.8840	0.5528	0.8840	0.9402
0.455	1.3244	988	0.9740	0.5673	0.9740	0.9869
0.455	1.3271	990	1.0870	0.5593	1.0870	1.0426
0.455	1.3298	992	1.1400	0.5740	1.1400	1.0677
0.455	1.3324	994	1.0769	0.5488	1.0769	1.0377
0.455	1.3351	996	0.9708	0.5773	0.9708	0.9853
0.455	1.3378	998	0.9352	0.5808	0.9352	0.9671
0.1389	1.3405	1000	0.9991	0.6183	0.9991	0.9996
0.1389	1.3432	1002	1.1837	0.6065	1.1837	1.0880
0.1389	1.3458	1004	1.2521	0.5728	1.2521	1.1190
0.1389	1.3485	1006	1.1216	0.6128	1.1216	1.0591
0.1389	1.3512	1008	1.0359	0.6562	1.0359	1.0178
0.1389	1.3539	1010	0.9691	0.6572	0.9691	0.9844
0.1389	1.3566	1012	1.0032	0.6633	1.0032	1.0016
0.1389	1.3592	1014	0.9907	0.6604	0.9907	0.9953
0.1389	1.3619	1016	0.9048	0.5808	0.9048	0.9512
0.1389	1.3646	1018	0.8444	0.5681	0.8444	0.9189
0.1389	1.3673	1020	0.8975	0.5681	0.8975	0.9474
0.1389	1.3700	1022	1.0782	0.5424	1.0782	1.0383
0.1389	1.3727	1024	1.3514	0.5011	1.3514	1.1625
0.1389	1.3753	1026	1.4290	0.4501	1.4290	1.1954
0.1389	1.3780	1028	1.2935	0.4104	1.2935	1.1373
0.1389	1.3807	1030	1.0929	0.5350	1.0929	1.0454
0.1389	1.3834	1032	1.0010	0.5248	1.0010	1.0005
0.1389	1.3861	1034	0.9907	0.5248	0.9907	0.9954
0.1389	1.3887	1036	1.0324	0.55	1.0324	1.0161
0.1389	1.3914	1038	1.0757	0.5512	1.0757	1.0371
0.1389	1.3941	1040	1.1084	0.5658	1.1084	1.0528
0.1389	1.3968	1042	1.0631	0.6064	1.0631	1.0311
0.1389	1.3995	1044	0.9505	0.5733	0.9505	0.9749
0.1389	1.4021	1046	0.8149	0.5714	0.8149	0.9027
0.1389	1.4048	1048	0.7913	0.5714	0.7913	0.8896
0.1389	1.4075	1050	0.8855	0.5681	0.8855	0.9410
0.1389	1.4102	1052	1.0775	0.5726	1.0775	1.0380
0.1389	1.4129	1054	1.3064	0.5530	1.3064	1.1430
0.1389	1.4155	1056	1.3521	0.4712	1.3521	1.1628
0.1389	1.4182	1058	1.3982	0.4036	1.3982	1.1825
0.1389	1.4209	1060	1.2347	0.5225	1.2347	1.1112
0.1389	1.4236	1062	1.1974	0.5538	1.1974	1.0943
0.1389	1.4263	1064	1.1857	0.5244	1.1857	1.0889
0.1389	1.4290	1066	1.1362	0.5473	1.1362	1.0659
0.1389	1.4316	1068	1.1855	0.5709	1.1855	1.0888
0.1389	1.4343	1070	1.3597	0.5154	1.3597	1.1660
0.1389	1.4370	1072	1.3801	0.5250	1.3801	1.1748
0.1389	1.4397	1074	1.3051	0.5634	1.3051	1.1424
0.1389	1.4424	1076	1.1369	0.5973	1.1369	1.0663
0.1389	1.4450	1078	1.1189	0.5398	1.1189	1.0578
0.1389	1.4477	1080	1.1950	0.5398	1.1950	1.0932
0.1389	1.4504	1082	1.1665	0.5422	1.1665	1.0801
0.1389	1.4531	1084	1.0562	0.5198	1.0562	1.0277
0.1389	1.4558	1086	0.8903	0.5681	0.8903	0.9436
0.1389	1.4584	1088	0.7657	0.5870	0.7657	0.8750
0.1389	1.4611	1090	0.7541	0.6409	0.7541	0.8684
0.1389	1.4638	1092	0.8437	0.6038	0.8437	0.9185
0.1389	1.4665	1094	0.9809	0.61	0.9809	0.9904
0.1389	1.4692	1096	1.0168	0.6266	1.0168	1.0083
0.1389	1.4718	1098	0.9834	0.6266	0.9834	0.9916
0.1389	1.4745	1100	0.8290	0.6214	0.8290	0.9105
0.1389	1.4772	1102	0.7004	0.5870	0.7004	0.8369
0.1389	1.4799	1104	0.6901	0.5870	0.6901	0.8307
0.1389	1.4826	1106	0.6991	0.6093	0.6991	0.8361
0.1389	1.4853	1108	0.7733	0.6202	0.7733	0.8793
0.1389	1.4879	1110	0.9194	0.6266	0.9194	0.9588
0.1389	1.4906	1112	0.9530	0.6041	0.9530	0.9762
0.1389	1.4933	1114	0.8431	0.6546	0.8431	0.9182
0.1389	1.4960	1116	0.6849	0.6820	0.6849	0.8276
0.1389	1.4987	1118	0.6052	0.6810	0.6052	0.7779
0.1389	1.5013	1120	0.5885	0.6658	0.5885	0.7671
0.1389	1.5040	1122	0.6154	0.6729	0.6154	0.7845
0.1389	1.5067	1124	0.7742	0.6276	0.7742	0.8799
0.1389	1.5094	1126	1.0664	0.5909	1.0664	1.0327
0.1389	1.5121	1128	1.1680	0.5693	1.1680	1.0807
0.1389	1.5147	1130	1.1060	0.6065	1.1060	1.0517
0.1389	1.5174	1132	0.9378	0.6110	0.9378	0.9684
0.1389	1.5201	1134	0.7791	0.5681	0.7791	0.8827
0.1389	1.5228	1136	0.7033	0.5833	0.7033	0.8387
0.1389	1.5255	1138	0.6872	0.5985	0.6872	0.8290
0.1389	1.5282	1140	0.7544	0.5909	0.7544	0.8685
0.1389	1.5308	1142	0.8592	0.6430	0.8592	0.9269
0.1389	1.5335	1144	0.9963	0.6392	0.9963	0.9981
0.1389	1.5362	1146	1.0275	0.6045	1.0275	1.0137
0.1389	1.5389	1148	0.9518	0.5955	0.9518	0.9756
0.1389	1.5416	1150	0.8113	0.5681	0.8113	0.9007
0.1389	1.5442	1152	0.7196	0.5985	0.7196	0.8483
0.1389	1.5469	1154	0.6830	0.5613	0.6830	0.8264
0.1389	1.5496	1156	0.7096	0.5985	0.7096	0.8424
0.1389	1.5523	1158	0.8061	0.5833	0.8061	0.8978
0.1389	1.5550	1160	0.9427	0.5650	0.9427	0.9709
0.1389	1.5576	1162	1.0977	0.6523	1.0977	1.0477
0.1389	1.5603	1164	1.0934	0.625	1.0934	1.0457
0.1389	1.5630	1166	0.9505	0.6523	0.9505	0.9750
0.1389	1.5657	1168	0.7611	0.6173	0.7611	0.8724
0.1389	1.5684	1170	0.6589	0.5970	0.6589	0.8117
0.1389	1.5710	1172	0.6678	0.6217	0.6678	0.8172
0.1389	1.5737	1174	0.7641	0.6271	0.7641	0.8742
0.1389	1.5764	1176	0.9688	0.6277	0.9688	0.9843
0.1389	1.5791	1178	1.0932	0.5918	1.0932	1.0456
0.1389	1.5818	1180	1.0804	0.55	1.0804	1.0394
0.1389	1.5845	1182	0.9414	0.6110	0.9414	0.9702
0.1389	1.5871	1184	0.8212	0.5527	0.8212	0.9062
0.1389	1.5898	1186	0.7506	0.5859	0.7506	0.8663
0.1389	1.5925	1188	0.7379	0.5859	0.7379	0.8590
0.1389	1.5952	1190	0.7498	0.6009	0.7498	0.8659
0.1389	1.5979	1192	0.7653	0.5676	0.7653	0.8748
0.1389	1.6005	1194	0.8641	0.5817	0.8641	0.9296
0.1389	1.6032	1196	1.0692	0.5830	1.0692	1.0340
0.1389	1.6059	1198	1.1940	0.5969	1.1940	1.0927
0.1389	1.6086	1200	1.1466	0.5724	1.1466	1.0708
0.1389	1.6113	1202	1.0206	0.5488	1.0206	1.0102
0.1389	1.6139	1204	0.8562	0.5861	0.8562	0.9253
0.1389	1.6166	1206	0.7710	0.5556	0.7710	0.8781
0.1389	1.6193	1208	0.7514	0.5708	0.7514	0.8669
0.1389	1.6220	1210	0.7982	0.5765	0.7982	0.8934
0.1389	1.6247	1212	0.8604	0.6269	0.8604	0.9276
0.1389	1.6273	1214	0.8431	0.625	0.8431	0.9182
0.1389	1.6300	1216	0.7593	0.5676	0.7593	0.8713
0.1389	1.6327	1218	0.6990	0.5859	0.6990	0.8361
0.1389	1.6354	1220	0.7152	0.5859	0.7152	0.8457
0.1389	1.6381	1222	0.7095	0.5859	0.7095	0.8423
0.1389	1.6408	1224	0.7462	0.6014	0.7462	0.8638
0.1389	1.6434	1226	0.8110	0.6327	0.8110	0.9006
0.1389	1.6461	1228	0.8062	0.5991	0.8062	0.8979
0.1389	1.6488	1230	0.8311	0.5991	0.8311	0.9117
0.1389	1.6515	1232	0.8571	0.5991	0.8571	0.9258
0.1389	1.6542	1234	0.8514	0.5991	0.8514	0.9227
0.1389	1.6568	1236	0.8851	0.5850	0.8851	0.9408
0.1389	1.6595	1238	0.9420	0.5708	0.9420	0.9706
0.1389	1.6622	1240	0.9976	0.5932	0.9976	0.9988
0.1389	1.6649	1242	1.0680	0.5932	1.0680	1.0334
0.1389	1.6676	1244	1.1018	0.6146	1.1018	1.0497
0.1389	1.6702	1246	1.0051	0.5932	1.0051	1.0025
0.1389	1.6729	1248	0.9260	0.5932	0.9260	0.9623
0.1389	1.6756	1250	0.7768	0.5645	0.7768	0.8813
0.1389	1.6783	1252	0.7343	0.5585	0.7343	0.8569
0.1389	1.6810	1254	0.7075	0.5741	0.7075	0.8411
0.1389	1.6836	1256	0.7581	0.5585	0.7581	0.8707
0.1389	1.6863	1258	0.8331	0.5808	0.8331	0.9127
0.1389	1.6890	1260	0.9457	0.6430	0.9457	0.9725
0.1389	1.6917	1262	0.9319	0.6430	0.9319	0.9653
0.1389	1.6944	1264	0.9431	0.6467	0.9431	0.9711
0.1389	1.6971	1266	1.0343	0.6412	1.0343	1.0170
0.1389	1.6997	1268	1.0424	0.6241	1.0424	1.0210
0.1389	1.7024	1270	1.0190	0.6064	1.0190	1.0095
0.1389	1.7051	1272	0.9674	0.5817	0.9674	0.9836
0.1389	1.7078	1274	0.8934	0.5921	0.8934	0.9452
0.1389	1.7105	1276	0.9497	0.5850	0.9497	0.9745
0.1389	1.7131	1278	1.0478	0.6096	1.0478	1.0236
0.1389	1.7158	1280	1.0021	0.6354	1.0021	1.0011
0.1389	1.7185	1282	1.0213	0.6354	1.0213	1.0106
0.1389	1.7212	1284	1.0567	0.5920	1.0567	1.0280
0.1389	1.7239	1286	1.0708	0.5623	1.0708	1.0348
0.1389	1.7265	1288	1.1629	0.5160	1.1629	1.0784
0.1389	1.7292	1290	1.2576	0.5398	1.2576	1.1214
0.1389	1.7319	1292	1.2023	0.5198	1.2023	1.0965
0.1389	1.7346	1294	1.1464	0.5198	1.1464	1.0707
0.1389	1.7373	1296	1.1040	0.4952	1.1040	1.0507
0.1389	1.7399	1298	1.0374	0.5399	1.0374	1.0185
0.1389	1.7426	1300	0.9566	0.5714	0.9566	0.9781
0.1389	1.7453	1302	0.9573	0.5921	0.9573	0.9784
0.1389	1.7480	1304	0.9344	0.6467	0.9344	0.9667
0.1389	1.7507	1306	0.8769	0.6214	0.8769	0.9364
0.1389	1.7534	1308	0.9277	0.6467	0.9277	0.9632
0.1389	1.7560	1310	1.1441	0.6484	1.1441	1.0696
0.1389	1.7587	1312	1.2748	0.6242	1.2748	1.1291
0.1389	1.7614	1314	1.2195	0.5671	1.2195	1.1043
0.1389	1.7641	1316	1.0446	0.5968	1.0446	1.0220
0.1389	1.7668	1318	0.9851	0.5740	0.9851	0.9925
0.1389	1.7694	1320	1.0433	0.5968	1.0433	1.0214
0.1389	1.7721	1322	1.2076	0.4744	1.2076	1.0989
0.1389	1.7748	1324	1.3080	0.4198	1.3080	1.1437
0.1389	1.7775	1326	1.2958	0.4600	1.2958	1.1383
0.1389	1.7802	1328	1.1543	0.5015	1.1543	1.0744
0.1389	1.7828	1330	1.0063	0.5198	1.0063	1.0031
0.1389	1.7855	1332	0.9868	0.5921	0.9868	0.9934
0.1389	1.7882	1334	1.0589	0.5198	1.0589	1.0290
0.1389	1.7909	1336	1.1030	0.5793	1.1030	1.0502
0.1389	1.7936	1338	1.1996	0.5382	1.1996	1.0953
0.1389	1.7962	1340	1.1883	0.5382	1.1883	1.0901
0.1389	1.7989	1342	1.0752	0.5446	1.0752	1.0369
0.1389	1.8016	1344	1.0112	0.5198	1.0112	1.0056
0.1389	1.8043	1346	0.9855	0.5198	0.9855	0.9927
0.1389	1.8070	1348	0.9739	0.4938	0.9739	0.9868
0.1389	1.8097	1350	1.0288	0.5198	1.0288	1.0143
0.1389	1.8123	1352	1.0348	0.5198	1.0348	1.0173
0.1389	1.8150	1354	0.9495	0.5350	0.9495	0.9744
0.1389	1.8177	1356	0.8922	0.5619	0.8922	0.9446
0.1389	1.8204	1358	0.8515	0.6029	0.8515	0.9228
0.1389	1.8231	1360	0.8205	0.6092	0.8205	0.9058
0.1389	1.8257	1362	0.8142	0.6232	0.8142	0.9023
0.1389	1.8284	1364	0.8457	0.6232	0.8457	0.9196
0.1389	1.8311	1366	0.8311	0.6408	0.8311	0.9116
0.1389	1.8338	1368	0.8476	0.6408	0.8476	0.9207
0.1389	1.8365	1370	0.8033	0.6327	0.8033	0.8963
0.1389	1.8391	1372	0.7084	0.5970	0.7084	0.8417
0.1389	1.8418	1374	0.6756	0.6116	0.6756	0.8220
0.1389	1.8445	1376	0.6994	0.5970	0.6994	0.8363
0.1389	1.8472	1378	0.7880	0.5798	0.7880	0.8877
0.1389	1.8499	1380	0.8440	0.6110	0.8440	0.9187
0.1389	1.8525	1382	0.8229	0.625	0.8229	0.9071
0.1389	1.8552	1384	0.7970	0.6040	0.7970	0.8928
0.1389	1.8579	1386	0.7996	0.6547	0.7996	0.8942
0.1389	1.8606	1388	0.8019	0.6578	0.8019	0.8955
0.1389	1.8633	1390	0.7663	0.6488	0.7663	0.8754
0.1389	1.8660	1392	0.7549	0.6488	0.7549	0.8689
0.1389	1.8686	1394	0.7296	0.6306	0.7296	0.8541
0.1389	1.8713	1396	0.7157	0.6093	0.7157	0.8460
0.1389	1.8740	1398	0.7464	0.6173	0.7464	0.8639
0.1389	1.8767	1400	0.8205	0.6055	0.8205	0.9058
0.1389	1.8794	1402	0.8596	0.6043	0.8596	0.9271
0.1389	1.8820	1404	0.8606	0.6043	0.8606	0.9277
0.1389	1.8847	1406	0.8254	0.6287	0.8254	0.9085
0.1389	1.8874	1408	0.7981	0.6173	0.7981	0.8933
0.1389	1.8901	1410	0.8596	0.5678	0.8596	0.9271
0.1389	1.8928	1412	0.9281	0.5465	0.9281	0.9634
0.1389	1.8954	1414	0.8907	0.5817	0.8907	0.9438
0.1389	1.8981	1416	0.7748	0.6390	0.7748	0.8803
0.1389	1.9008	1418	0.6724	0.6093	0.6724	0.8200
0.1389	1.9035	1420	0.6244	0.6116	0.6244	0.7902
0.1389	1.9062	1422	0.6130	0.6261	0.6130	0.7829
0.1389	1.9088	1424	0.6497	0.6195	0.6497	0.8060
0.1389	1.9115	1426	0.7453	0.6567	0.7453	0.8633
0.1389	1.9142	1428	0.9517	0.6077	0.9517	0.9756
0.1389	1.9169	1430	1.0903	0.5199	1.0903	1.0442
0.1389	1.9196	1432	1.0980	0.5199	1.0980	1.0479
0.1389	1.9223	1434	0.9639	0.5740	0.9639	0.9818
0.1389	1.9249	1436	0.8274	0.6390	0.8274	0.9096
0.1389	1.9276	1438	0.7168	0.6316	0.7168	0.8466
0.1389	1.9303	1440	0.6790	0.6093	0.6790	0.8240
0.1389	1.9330	1442	0.6941	0.6093	0.6941	0.8331
0.1389	1.9357	1444	0.7413	0.6173	0.7413	0.8610
0.1389	1.9383	1446	0.8539	0.6434	0.8539	0.9241
0.1389	1.9410	1448	1.0644	0.6313	1.0644	1.0317
0.1389	1.9437	1450	1.1783	0.6006	1.1783	1.0855
0.1389	1.9464	1452	1.1238	0.6128	1.1238	1.0601
0.1389	1.9491	1454	0.9423	0.6208	0.9423	0.9707
0.1389	1.9517	1456	0.8143	0.6390	0.8143	0.9024
0.1389	1.9544	1458	0.7749	0.6390	0.7749	0.8803
0.1389	1.9571	1460	0.8344	0.6390	0.8344	0.9134
0.1389	1.9598	1462	0.9360	0.6390	0.9360	0.9675
0.1389	1.9625	1464	0.9820	0.6168	0.9820	0.9910
0.1389	1.9651	1466	0.9883	0.5968	0.9883	0.9941
0.1389	1.9678	1468	1.0171	0.5860	1.0171	1.0085
0.1389	1.9705	1470	0.9450	0.5645	0.9450	0.9721
0.1389	1.9732	1472	0.7909	0.6390	0.7909	0.8894
0.1389	1.9759	1474	0.6774	0.6529	0.6774	0.8231
0.1389	1.9786	1476	0.6321	0.6093	0.6321	0.7950
0.1389	1.9812	1478	0.6054	0.6239	0.6054	0.7781
0.1389	1.9839	1480	0.6446	0.6316	0.6446	0.8029
0.1389	1.9866	1482	0.6981	0.6294	0.6981	0.8355
0.1389	1.9893	1484	0.7371	0.6294	0.7371	0.8586
0.1389	1.9920	1486	0.7041	0.6294	0.7041	0.8391
0.1389	1.9946	1488	0.6331	0.6239	0.6331	0.7957
0.1389	1.9973	1490	0.6165	0.6239	0.6165	0.7852
0.1389	2.0	1492	0.6515	0.6239	0.6515	0.8071
0.1389	2.0027	1494	0.6934	0.6239	0.6934	0.8327
0.1389	2.0054	1496	0.7507	0.6077	0.7507	0.8664
0.1389	2.0080	1498	0.7861	0.6006	0.7861	0.8866
0.1101	2.0107	1500	0.8457	0.6006	0.8457	0.9196
0.1101	2.0134	1502	0.8821	0.5593	0.8821	0.9392
0.1101	2.0161	1504	0.9447	0.5424	0.9447	0.9720
0.1101	2.0188	1506	0.8779	0.5593	0.8779	0.9370
0.1101	2.0214	1508	0.7363	0.5921	0.7363	0.8581
0.1101	2.0241	1510	0.6536	0.5870	0.6536	0.8085
0.1101	2.0268	1512	0.6558	0.6135	0.6558	0.8098
0.1101	2.0295	1514	0.7177	0.5681	0.7177	0.8472
0.1101	2.0322	1516	0.7468	0.5921	0.7468	0.8642
0.1101	2.0349	1518	0.7456	0.5681	0.7456	0.8635
0.1101	2.0375	1520	0.7252	0.5714	0.7252	0.8516
0.1101	2.0402	1522	0.7527	0.5714	0.7527	0.8676
0.1101	2.0429	1524	0.8068	0.55	0.8068	0.8982
0.1101	2.0456	1526	0.7917	0.5972	0.7917	0.8898
0.1101	2.0483	1528	0.7302	0.5588	0.7302	0.8545
0.1101	2.0509	1530	0.6466	0.6135	0.6466	0.8041
0.1101	2.0536	1532	0.6241	0.6135	0.6241	0.7900
0.1101	2.0563	1534	0.5892	0.6050	0.5892	0.7676
0.1101	2.0590	1536	0.6044	0.5896	0.6044	0.7774
0.1101	2.0617	1538	0.6738	0.5985	0.6738	0.8208
0.1101	2.0643	1540	0.8409	0.5877	0.8409	0.9170
0.1101	2.0670	1542	0.9579	0.5951	0.9579	0.9787
0.1101	2.0697	1544	0.9570	0.5951	0.9570	0.9783
0.1101	2.0724	1546	0.8587	0.6006	0.8587	0.9266
0.1101	2.0751	1548	0.7386	0.5681	0.7386	0.8594
0.1101	2.0777	1550	0.7203	0.5681	0.7203	0.8487
0.1101	2.0804	1552	0.7560	0.5681	0.7560	0.8695
0.1101	2.0831	1554	0.8229	0.5733	0.8229	0.9071
0.1101	2.0858	1556	0.8061	0.6077	0.8061	0.8978
0.1101	2.0885	1558	0.7458	0.6620	0.7458	0.8636
0.1101	2.0912	1560	0.6722	0.6097	0.6722	0.8199
0.1101	2.0938	1562	0.5784	0.7097	0.5784	0.7605
0.1101	2.0965	1564	0.5401	0.6991	0.5401	0.7349
0.1101	2.0992	1566	0.5461	0.6991	0.5461	0.7390
0.1101	2.1019	1568	0.5685	0.6777	0.5685	0.7540
0.1101	2.1046	1570	0.5729	0.6873	0.5729	0.7569
0.1101	2.1072	1572	0.5994	0.6098	0.5994	0.7742
0.1101	2.1099	1574	0.6743	0.6268	0.6743	0.8212
0.1101	2.1126	1576	0.7001	0.6327	0.7001	0.8367
0.1101	2.1153	1578	0.6603	0.5833	0.6603	0.8126
0.1101	2.1180	1580	0.6235	0.6159	0.6235	0.7896
0.1101	2.1206	1582	0.6230	0.6159	0.6230	0.7893
0.1101	2.1233	1584	0.6372	0.6009	0.6372	0.7982
0.1101	2.1260	1586	0.6682	0.6093	0.6682	0.8174
0.1101	2.1287	1588	0.6663	0.6547	0.6663	0.8162
0.1101	2.1314	1590	0.6353	0.6504	0.6353	0.7971
0.1101	2.1340	1592	0.6360	0.6382	0.6360	0.7975
0.1101	2.1367	1594	0.6066	0.6182	0.6066	0.7788
0.1101	2.1394	1596	0.6057	0.6182	0.6057	0.7783
0.1101	2.1421	1598	0.6399	0.6284	0.6399	0.7999
0.1101	2.1448	1600	0.7063	0.5985	0.7063	0.8404
0.1101	2.1475	1602	0.7399	0.6173	0.7399	0.8602
0.1101	2.1501	1604	0.7995	0.6029	0.7995	0.8942
0.1101	2.1528	1606	0.7728	0.6173	0.7728	0.8791
0.1101	2.1555	1608	0.7293	0.6316	0.7293	0.8540
0.1101	2.1582	1610	0.7376	0.6529	0.7376	0.8588
0.1101	2.1609	1612	0.7505	0.6367	0.7505	0.8663
0.1101	2.1635	1614	0.7212	0.6098	0.7212	0.8493
0.1101	2.1662	1616	0.6568	0.6451	0.6568	0.8104
0.1101	2.1689	1618	0.6783	0.6136	0.6783	0.8236
0.1101	2.1716	1620	0.7619	0.6026	0.7619	0.8729
0.1101	2.1743	1622	0.9071	0.6430	0.9071	0.9524
0.1101	2.1769	1624	0.9894	0.6700	0.9894	0.9947
0.1101	2.1796	1626	0.9637	0.5984	0.9637	0.9817
0.1101	2.1823	1628	0.8903	0.5798	0.8903	0.9435
0.1101	2.1850	1630	0.8903	0.5681	0.8903	0.9436
0.1101	2.1877	1632	0.9226	0.6019	0.9226	0.9605
0.1101	2.1903	1634	0.9019	0.6019	0.9019	0.9497
0.1101	2.1930	1636	0.8161	0.6040	0.8161	0.9034
0.1101	2.1957	1638	0.7487	0.5946	0.7487	0.8653
0.1101	2.1984	1640	0.7601	0.5946	0.7601	0.8719
0.1101	2.2011	1642	0.7876	0.6173	0.7876	0.8875
0.1101	2.2038	1644	0.7605	0.5681	0.7605	0.8721
0.1101	2.2064	1646	0.7248	0.5714	0.7248	0.8513
0.1101	2.2091	1648	0.7389	0.5714	0.7389	0.8596
0.1101	2.2118	1650	0.7618	0.5714	0.7618	0.8728
0.1101	2.2145	1652	0.7484	0.5714	0.7484	0.8651
0.1101	2.2172	1654	0.7847	0.5877	0.7847	0.8859
0.1101	2.2198	1656	0.7829	0.6165	0.7829	0.8848
0.1101	2.2225	1658	0.7170	0.5931	0.7170	0.8468
0.1101	2.2252	1660	0.6719	0.5985	0.6719	0.8197
0.1101	2.2279	1662	0.6897	0.5985	0.6897	0.8305
0.1101	2.2306	1664	0.7588	0.5112	0.7588	0.8711
0.1101	2.2332	1666	0.8736	0.5350	0.8736	0.9347
0.1101	2.2359	1668	1.0102	0.5378	1.0102	1.0051
0.1101	2.2386	1670	1.0362	0.5465	1.0362	1.0180
0.1101	2.2413	1672	0.9498	0.5512	0.9498	0.9746
0.1101	2.2440	1674	0.8163	0.5112	0.8163	0.9035
0.1101	2.2466	1676	0.7600	0.5271	0.7600	0.8718
0.1101	2.2493	1678	0.7804	0.5475	0.7804	0.8834
0.1101	2.2520	1680	0.8132	0.5940	0.8132	0.9018
0.1101	2.2547	1682	0.8334	0.6578	0.8334	0.9129
0.1101	2.2574	1684	0.9004	0.65	0.9004	0.9489
0.1101	2.2601	1686	0.9092	0.6807	0.9092	0.9535
0.1101	2.2627	1688	0.8492	0.6807	0.8492	0.9215
0.1101	2.2654	1690	0.7440	0.6331	0.7440	0.8626
0.1101	2.2681	1692	0.6888	0.6097	0.6888	0.8300
0.1101	2.2708	1694	0.7234	0.6280	0.7234	0.8505
0.1101	2.2735	1696	0.7779	0.6287	0.7779	0.8820
0.1101	2.2761	1698	0.8135	0.6260	0.8135	0.9020
0.1101	2.2788	1700	0.8196	0.6208	0.8196	0.9053
0.1101	2.2815	1702	0.8246	0.6208	0.8246	0.9081
0.1101	2.2842	1704	0.8361	0.6208	0.8361	0.9144
0.1101	2.2869	1706	0.8741	0.6260	0.8741	0.9349
0.1101	2.2895	1708	0.8536	0.6077	0.8536	0.9239
0.1101	2.2922	1710	0.7870	0.5840	0.7870	0.8871
0.1101	2.2949	1712	0.7732	0.5765	0.7732	0.8793
0.1101	2.2976	1714	0.7843	0.5840	0.7843	0.8856
0.1101	2.3003	1716	0.7904	0.5840	0.7904	0.8890
0.1101	2.3029	1718	0.8074	0.5668	0.8074	0.8986
0.1101	2.3056	1720	0.8414	0.5668	0.8414	0.9173
0.1101	2.3083	1722	0.7957	0.5840	0.7957	0.8920
0.1101	2.3110	1724	0.7835	0.5840	0.7835	0.8852
0.1101	2.3137	1726	0.7750	0.5681	0.7750	0.8804
0.1101	2.3164	1728	0.7523	0.5681	0.7523	0.8673
0.1101	2.3190	1730	0.7793	0.5681	0.7793	0.8828
0.1101	2.3217	1732	0.8848	0.5887	0.8848	0.9406
0.1101	2.3244	1734	1.0088	0.6318	1.0088	1.0044
0.1101	2.3271	1736	1.0548	0.6267	1.0548	1.0271
0.1101	2.3298	1738	0.9733	0.6111	0.9733	0.9866
0.1101	2.3324	1740	0.8993	0.55	0.8993	0.9483
0.1101	2.3351	1742	0.8286	0.5681	0.8286	0.9103
0.1101	2.3378	1744	0.8325	0.5681	0.8325	0.9124
0.1101	2.3405	1746	0.8226	0.5681	0.8226	0.9070
0.1101	2.3432	1748	0.8324	0.5681	0.8324	0.9124
0.1101	2.3458	1750	0.8528	0.5921	0.8528	0.9235
0.1101	2.3485	1752	0.8962	0.6150	0.8962	0.9467
0.1101	2.3512	1754	0.8773	0.5921	0.8773	0.9366
0.1101	2.3539	1756	0.8751	0.5921	0.8751	0.9355
0.1101	2.3566	1758	0.8715	0.5921	0.8715	0.9336
0.1101	2.3592	1760	0.7803	0.5946	0.7803	0.8834
0.1101	2.3619	1762	0.7330	0.6093	0.7330	0.8561
0.1101	2.3646	1764	0.7030	0.6478	0.7030	0.8385
0.1101	2.3673	1766	0.7161	0.6319	0.7161	0.8462
0.1101	2.3700	1768	0.7638	0.6793	0.7638	0.8740
0.1101	2.3727	1770	0.8350	0.6369	0.8350	0.9138
0.1101	2.3753	1772	0.8042	0.6369	0.8042	0.8968
0.1101	2.3780	1774	0.7297	0.6037	0.7297	0.8542
0.1101	2.3807	1776	0.6742	0.6478	0.6742	0.8211
0.1101	2.3834	1778	0.7013	0.6239	0.7013	0.8374
0.1101	2.3861	1780	0.7239	0.6239	0.7239	0.8508
0.1101	2.3887	1782	0.7061	0.6686	0.7061	0.8403
0.1101	2.3914	1784	0.7034	0.6473	0.7034	0.8387
0.1101	2.3941	1786	0.7464	0.6770	0.7464	0.8639
0.1101	2.3968	1788	0.7664	0.6770	0.7664	0.8755
0.1101	2.3995	1790	0.7070	0.6744	0.7070	0.8408
0.1101	2.4021	1792	0.6948	0.6686	0.6948	0.8336
0.1101	2.4048	1794	0.7084	0.6458	0.7084	0.8417
0.1101	2.4075	1796	0.7443	0.6173	0.7443	0.8627
0.1101	2.4102	1798	0.8017	0.5885	0.8017	0.8954
0.1101	2.4129	1800	0.8078	0.5885	0.8078	0.8988
0.1101	2.4155	1802	0.7918	0.5798	0.7918	0.8898
0.1101	2.4182	1804	0.8218	0.5623	0.8218	0.9065
0.1101	2.4209	1806	0.9110	0.5488	0.9110	0.9544
0.1101	2.4236	1808	0.9465	0.5488	0.9465	0.9729
0.1101	2.4263	1810	0.8780	0.5188	0.8780	0.9370
0.1101	2.4290	1812	0.8027	0.5093	0.8027	0.8960
0.1101	2.4316	1814	0.8050	0.5093	0.8050	0.8972
0.1101	2.4343	1816	0.8827	0.5618	0.8827	0.9395
0.1101	2.4370	1818	0.9281	0.5693	0.9281	0.9634
0.1101	2.4397	1820	0.9505	0.5693	0.9505	0.9749
0.1101	2.4424	1822	0.9776	0.5693	0.9776	0.9887
0.1101	2.4450	1824	0.9306	0.5817	0.9306	0.9647
0.1101	2.4477	1826	0.8924	0.5817	0.8924	0.9446
0.1101	2.4504	1828	0.9334	0.5880	0.9334	0.9661
0.1101	2.4531	1830	0.9636	0.5880	0.9636	0.9816
0.1101	2.4558	1832	0.9144	0.5880	0.9144	0.9562
0.1101	2.4584	1834	0.8476	0.5590	0.8476	0.9206
0.1101	2.4611	1836	0.8039	0.5877	0.8039	0.8966
0.1101	2.4638	1838	0.8031	0.5720	0.8031	0.8961
0.1101	2.4665	1840	0.8056	0.5720	0.8056	0.8975
0.1101	2.4692	1842	0.8080	0.5720	0.8080	0.8989
0.1101	2.4718	1844	0.7834	0.6165	0.7834	0.8851
0.1101	2.4745	1846	0.7950	0.6165	0.7950	0.8916
0.1101	2.4772	1848	0.8475	0.6010	0.8475	0.9206
0.1101	2.4799	1850	0.8922	0.6010	0.8922	0.9445
0.1101	2.4826	1852	0.8621	0.6010	0.8621	0.9285
0.1101	2.4853	1854	0.8724	0.5720	0.8724	0.9340
0.1101	2.4879	1856	0.8843	0.5593	0.8843	0.9404
0.1101	2.4906	1858	0.9364	0.5889	0.9364	0.9677
0.1101	2.4933	1860	0.8716	0.6029	0.8716	0.9336
0.1101	2.4960	1862	0.7505	0.6306	0.7505	0.8663
0.1101	2.4987	1864	0.6836	0.6239	0.6836	0.8268
0.1101	2.5013	1866	0.6635	0.6384	0.6635	0.8145
0.1101	2.5040	1868	0.6675	0.6447	0.6675	0.8170
0.1101	2.5067	1870	0.6986	0.6739	0.6986	0.8358
0.1101	2.5094	1872	0.7571	0.6705	0.7571	0.8701
0.1101	2.5121	1874	0.7882	0.6927	0.7882	0.8878
0.1101	2.5147	1876	0.7440	0.6925	0.7440	0.8625
0.1101	2.5174	1878	0.7468	0.6763	0.7468	0.8642
0.1101	2.5201	1880	0.7870	0.6705	0.7870	0.8872
0.1101	2.5228	1882	0.8339	0.6561	0.8339	0.9132
0.1101	2.5255	1884	0.9247	0.5963	0.9247	0.9616
0.1101	2.5282	1886	0.9212	0.5705	0.9212	0.9598
0.1101	2.5308	1888	0.8410	0.5590	0.8410	0.9171
0.1101	2.5335	1890	0.8273	0.5512	0.8273	0.9095
0.1101	2.5362	1892	0.8246	0.5428	0.8246	0.9081
0.1101	2.5389	1894	0.8852	0.5590	0.8852	0.9409
0.1101	2.5416	1896	0.9855	0.5855	0.9855	0.9927
0.1101	2.5442	1898	0.9746	0.5855	0.9746	0.9872
0.1101	2.5469	1900	0.8498	0.6232	0.8498	0.9218
0.1101	2.5496	1902	0.7100	0.6364	0.7100	0.8426
0.1101	2.5523	1904	0.6877	0.6364	0.6877	0.8293
0.1101	2.5550	1906	0.6987	0.6364	0.6987	0.8359
0.1101	2.5576	1908	0.7620	0.6241	0.7620	0.8729
0.1101	2.5603	1910	0.8627	0.5817	0.8627	0.9288
0.1101	2.5630	1912	0.8549	0.5817	0.8549	0.9246
0.1101	2.5657	1914	0.7599	0.5535	0.7599	0.8717
0.1101	2.5684	1916	0.6692	0.6284	0.6692	0.8181
0.1101	2.5710	1918	0.6358	0.6528	0.6358	0.7974
0.1101	2.5737	1920	0.6641	0.6241	0.6641	0.8149
0.1101	2.5764	1922	0.7588	0.6369	0.7588	0.8711
0.1101	2.5791	1924	0.8704	0.6010	0.8704	0.9329
0.1101	2.5818	1926	0.8781	0.6010	0.8781	0.9371
0.1101	2.5845	1928	0.7936	0.6369	0.7936	0.8908
0.1101	2.5871	1930	0.6990	0.6306	0.6990	0.8361
0.1101	2.5898	1932	0.6885	0.6306	0.6885	0.8298
0.1101	2.5925	1934	0.7367	0.6488	0.7367	0.8583
0.1101	2.5952	1936	0.7483	0.6097	0.7483	0.8650
0.1101	2.5979	1938	0.7633	0.6097	0.7633	0.8737
0.1101	2.6005	1940	0.8183	0.6369	0.8183	0.9046
0.1101	2.6032	1942	0.9426	0.5767	0.9426	0.9709
0.1101	2.6059	1944	1.0056	0.5767	1.0056	1.0028
0.1101	2.6086	1946	1.0079	0.5767	1.0079	1.0039
0.1101	2.6113	1948	0.9493	0.5465	0.9493	0.9743
0.1101	2.6139	1950	0.8203	0.55	0.8203	0.9057
0.1101	2.6166	1952	0.7056	0.5985	0.7056	0.8400
0.1101	2.6193	1954	0.6173	0.6284	0.6173	0.7857
0.1101	2.6220	1956	0.5809	0.6549	0.5809	0.7622
0.1101	2.6247	1958	0.5725	0.6549	0.5725	0.7567
0.1101	2.6273	1960	0.6053	0.6568	0.6053	0.7780
0.1101	2.6300	1962	0.6815	0.6852	0.6815	0.8256
0.1101	2.6327	1964	0.7941	0.6547	0.7941	0.8911
0.1101	2.6354	1966	0.8184	0.6434	0.8184	0.9047
0.1101	2.6381	1968	0.7947	0.6390	0.7947	0.8915
0.1101	2.6408	1970	0.6974	0.6316	0.6974	0.8351
0.1101	2.6434	1972	0.6123	0.6478	0.6123	0.7825
0.1101	2.6461	1974	0.6017	0.6672	0.6017	0.7757
0.1101	2.6488	1976	0.6275	0.6528	0.6275	0.7921
0.1101	2.6515	1978	0.6578	0.6093	0.6578	0.8110
0.1101	2.6542	1980	0.6765	0.6093	0.6765	0.8225
0.1101	2.6568	1982	0.7175	0.6316	0.7175	0.8471
0.1101	2.6595	1984	0.7528	0.6390	0.7528	0.8676
0.1101	2.6622	1986	0.7610	0.6390	0.7610	0.8724
0.1101	2.6649	1988	0.6987	0.6548	0.6987	0.8359
0.1101	2.6676	1990	0.6210	0.6478	0.6210	0.7881
0.1101	2.6702	1992	0.6012	0.6528	0.6012	0.7753
0.1101	2.6729	1994	0.6391	0.6528	0.6391	0.7994
0.1101	2.6756	1996	0.7133	0.5833	0.7133	0.8446
0.1101	2.6783	1998	0.8194	0.5354	0.8194	0.9052
0.0849	2.6810	2000	0.8967	0.5693	0.8967	0.9469
0.0849	2.6836	2002	0.8697	0.5563	0.8697	0.9326
0.0849	2.6863	2004	0.7836	0.5798	0.7836	0.8852
0.0849	2.6890	2006	0.7246	0.5870	0.7246	0.8512
0.0849	2.6917	2008	0.7285	0.5870	0.7285	0.8535
0.0849	2.6944	2010	0.7336	0.5870	0.7336	0.8565
0.0849	2.6971	2012	0.7682	0.5798	0.7682	0.8764
0.0849	2.6997	2014	0.8086	0.5619	0.8086	0.8992
0.0849	2.7024	2016	0.8113	0.6327	0.8113	0.9007
0.0849	2.7051	2018	0.7798	0.6229	0.7798	0.8830
0.0849	2.7078	2020	0.7891	0.6173	0.7891	0.8883
0.0849	2.7105	2022	0.8062	0.6029	0.8062	0.8979
0.0849	2.7131	2024	0.7719	0.6410	0.7719	0.8786
0.0849	2.7158	2026	0.7321	0.6548	0.7321	0.8556
0.0849	2.7185	2028	0.6814	0.6478	0.6814	0.8255
0.0849	2.7212	2030	0.6629	0.6478	0.6629	0.8142
0.0849	2.7239	2032	0.6933	0.6478	0.6933	0.8326
0.0849	2.7265	2034	0.7587	0.6385	0.7587	0.8710
0.0849	2.7292	2036	0.8220	0.5536	0.8220	0.9066
0.0849	2.7319	2038	0.8717	0.5382	0.8717	0.9337
0.0849	2.7346	2040	0.8459	0.5382	0.8459	0.9197
0.0849	2.7373	2042	0.7843	0.6221	0.7843	0.8856
0.0849	2.7399	2044	0.7055	0.6519	0.7055	0.8399
0.0849	2.7426	2046	0.6435	0.6405	0.6435	0.8022
0.0849	2.7453	2048	0.6078	0.6426	0.6078	0.7796
0.0849	2.7480	2050	0.5978	0.6657	0.5978	0.7732
0.0849	2.7507	2052	0.6158	0.6723	0.6158	0.7847
0.0849	2.7534	2054	0.6656	0.6519	0.6656	0.8159
0.0849	2.7560	2056	0.7830	0.6427	0.7830	0.8849
0.0849	2.7587	2058	0.9394	0.6096	0.9394	0.9692
0.0849	2.7614	2060	1.0219	0.5889	1.0219	1.0109
0.0849	2.7641	2062	0.9763	0.5593	0.9763	0.9881
0.0849	2.7668	2064	0.8578	0.5350	0.8578	0.9262
0.0849	2.7694	2066	0.7868	0.5248	0.7868	0.8870
0.0849	2.7721	2068	0.7705	0.5833	0.7705	0.8778
0.0849	2.7748	2070	0.7806	0.5248	0.7806	0.8835
0.0849	2.7775	2072	0.8044	0.5093	0.8044	0.8969
0.0849	2.7802	2074	0.8512	0.5350	0.8512	0.9226
0.0849	2.7828	2076	0.9000	0.5350	0.9000	0.9487
0.0849	2.7855	2078	0.8688	0.5350	0.8688	0.9321
0.0849	2.7882	2080	0.8276	0.55	0.8276	0.9097
0.0849	2.7909	2082	0.8130	0.5733	0.8130	0.9017
0.0849	2.7936	2084	0.8797	0.5512	0.8797	0.9379
0.0849	2.7962	2086	0.9109	0.5817	0.9109	0.9544
0.0849	2.7989	2088	0.8740	0.5512	0.8740	0.9349
0.0849	2.8016	2090	0.7972	0.5429	0.7972	0.8929
0.0849	2.8043	2092	0.7326	0.5870	0.7326	0.8559
0.0849	2.8070	2094	0.7413	0.5429	0.7413	0.8610
0.0849	2.8097	2096	0.7871	0.5429	0.7871	0.8872
0.0849	2.8123	2098	0.8589	0.5271	0.8589	0.9268
0.0849	2.8150	2100	0.9418	0.5248	0.9418	0.9705
0.0849	2.8177	2102	1.0228	0.5382	1.0228	1.0114
0.0849	2.8204	2104	1.0403	0.6010	1.0403	1.0200
0.0849	2.8231	2106	0.9833	0.5512	0.9833	0.9916
0.0849	2.8257	2108	0.8833	0.5216	0.8833	0.9398
0.0849	2.8284	2110	0.7857	0.5613	0.7857	0.8864
0.0849	2.8311	2112	0.6961	0.6384	0.6961	0.8343
0.0849	2.8338	2114	0.6602	0.6261	0.6602	0.8125
0.0849	2.8365	2116	0.6353	0.6283	0.6353	0.7970
0.0849	2.8391	2118	0.6300	0.6283	0.6300	0.7937
0.0849	2.8418	2120	0.6692	0.6528	0.6692	0.8181
0.0849	2.8445	2122	0.7415	0.6230	0.7415	0.8611
0.0849	2.8472	2124	0.8399	0.6348	0.8399	0.9165
0.0849	2.8499	2126	0.8648	0.5940	0.8648	0.9299
0.0849	2.8525	2128	0.8068	0.5822	0.8068	0.8982
0.0849	2.8552	2130	0.7328	0.6176	0.7328	0.8560
0.0849	2.8579	2132	0.7039	0.6528	0.7039	0.8390
0.0849	2.8606	2134	0.6884	0.6528	0.6884	0.8297
0.0849	2.8633	2136	0.7180	0.6528	0.7180	0.8474
0.0849	2.8660	2138	0.7187	0.6361	0.7187	0.8477
0.0849	2.8686	2140	0.6908	0.6361	0.6908	0.8311
0.0849	2.8713	2142	0.7188	0.6405	0.7188	0.8478
0.0849	2.8740	2144	0.7622	0.6793	0.7622	0.8730
0.0849	2.8767	2146	0.7677	0.6488	0.7677	0.8762
0.0849	2.8794	2148	0.7337	0.6364	0.7337	0.8565
0.0849	2.8820	2150	0.7232	0.6319	0.7232	0.8504
0.0849	2.8847	2152	0.6959	0.6271	0.6959	0.8342
0.0849	2.8874	2154	0.7051	0.6239	0.7051	0.8397
0.0849	2.8901	2156	0.6956	0.6116	0.6956	0.8340
0.0849	2.8928	2158	0.6757	0.6159	0.6757	0.8220
0.0849	2.8954	2160	0.6830	0.6159	0.6830	0.8264
0.0849	2.8981	2162	0.6969	0.6159	0.6969	0.8348
0.0849	2.9008	2164	0.7111	0.6116	0.7111	0.8433
0.0849	2.9035	2166	0.7032	0.5957	0.7032	0.8386
0.0849	2.9062	2168	0.6744	0.6549	0.6744	0.8212
0.0849	2.9088	2170	0.6481	0.6426	0.6481	0.8051
0.0849	2.9115	2172	0.6179	0.6974	0.6179	0.7861
0.0849	2.9142	2174	0.6128	0.6974	0.6128	0.7828
0.0849	2.9169	2176	0.6123	0.6974	0.6123	0.7825
0.0849	2.9196	2178	0.6024	0.6974	0.6024	0.7762
0.0849	2.9223	2180	0.5967	0.6974	0.5967	0.7725
0.0849	2.9249	2182	0.6215	0.6329	0.6215	0.7884
0.0849	2.9276	2184	0.6668	0.6050	0.6668	0.8166
0.0849	2.9303	2186	0.6702	0.6050	0.6702	0.8187
0.0849	2.9330	2188	0.7088	0.5896	0.7088	0.8419
0.0849	2.9357	2190	0.7613	0.5885	0.7613	0.8725
0.0849	2.9383	2192	0.7780	0.6006	0.7780	0.8820
0.0849	2.9410	2194	0.7768	0.6006	0.7768	0.8814
0.0849	2.9437	2196	0.7144	0.6116	0.7144	0.8452
0.0849	2.9464	2198	0.6298	0.6549	0.6298	0.7936
0.0849	2.9491	2200	0.5756	0.6974	0.5756	0.7587
0.0849	2.9517	2202	0.5691	0.6974	0.5691	0.7544
0.0849	2.9544	2204	0.5910	0.6569	0.5910	0.7688
0.0849	2.9571	2206	0.6777	0.6768	0.6777	0.8232
0.0849	2.9598	2208	0.7587	0.6574	0.7587	0.8710
0.0849	2.9625	2210	0.8459	0.6733	0.8459	0.9197
0.0849	2.9651	2212	0.9581	0.6392	0.9581	0.9788
0.0849	2.9678	2214	0.9674	0.5488	0.9674	0.9835
0.0849	2.9705	2216	0.8880	0.6006	0.8880	0.9423
0.0849	2.9732	2218	0.8342	0.5528	0.8342	0.9134
0.0849	2.9759	2220	0.7692	0.5681	0.7692	0.8770
0.0849	2.9786	2222	0.7584	0.5946	0.7584	0.8709
0.0849	2.9812	2224	0.7853	0.5681	0.7853	0.8862
0.0849	2.9839	2226	0.7837	0.6093	0.7837	0.8852
0.0849	2.9866	2228	0.8088	0.5965	0.8088	0.8993
0.0849	2.9893	2230	0.8233	0.6221	0.8233	0.9073
0.0849	2.9920	2232	0.8131	0.6488	0.8131	0.9017
0.0849	2.9946	2234	0.7891	0.6306	0.7891	0.8883
0.0849	2.9973	2236	0.7406	0.6026	0.7406	0.8606
0.0849	3.0	2238	0.7132	0.5965	0.7132	0.8445
0.0849	3.0027	2240	0.6903	0.6195	0.6903	0.8308
0.0849	3.0054	2242	0.7173	0.5833	0.7173	0.8469
0.0849	3.0080	2244	0.7820	0.5833	0.7820	0.8843
0.0849	3.0107	2246	0.8261	0.5833	0.8261	0.9089
0.0849	3.0134	2248	0.8463	0.5681	0.8463	0.9199
0.0849	3.0161	2250	0.8814	0.55	0.8814	0.9388
0.0849	3.0188	2252	0.8523	0.5248	0.8523	0.9232
0.0849	3.0214	2254	0.7683	0.5870	0.7683	0.8765
0.0849	3.0241	2256	0.6982	0.5870	0.6982	0.8356
0.0849	3.0268	2258	0.6791	0.5870	0.6791	0.8240
0.0849	3.0295	2260	0.6746	0.6195	0.6746	0.8213
0.0849	3.0322	2262	0.6988	0.5965	0.6988	0.8360
0.0849	3.0349	2264	0.6754	0.5965	0.6754	0.8218
0.0849	3.0375	2266	0.6288	0.6190	0.6288	0.7930
0.0849	3.0402	2268	0.6115	0.6337	0.6115	0.7820
0.0849	3.0429	2270	0.6096	0.6337	0.6096	0.7808
0.0849	3.0456	2272	0.6456	0.6316	0.6456	0.8035
0.0849	3.0483	2274	0.6960	0.6316	0.6960	0.8343
0.0849	3.0509	2276	0.7289	0.6316	0.7289	0.8538
0.0849	3.0536	2278	0.7085	0.6316	0.7085	0.8417
0.0849	3.0563	2280	0.6305	0.6548	0.6305	0.7940
0.0849	3.0590	2282	0.5947	0.6384	0.5947	0.7711
0.0849	3.0617	2284	0.6149	0.6337	0.6149	0.7842
0.0849	3.0643	2286	0.6351	0.6431	0.6351	0.7969
0.0849	3.0670	2288	0.6533	0.6431	0.6533	0.8082
0.0849	3.0697	2290	0.6381	0.6431	0.6381	0.7988
0.0849	3.0724	2292	0.6041	0.6691	0.6041	0.7772
0.0849	3.0751	2294	0.6228	0.6405	0.6228	0.7892
0.0849	3.0777	2296	0.6588	0.5870	0.6588	0.8117
0.0849	3.0804	2298	0.7354	0.5870	0.7354	0.8576
0.0849	3.0831	2300	0.8144	0.5528	0.8144	0.9024
0.0849	3.0858	2302	0.8799	0.5161	0.8799	0.9380
0.0849	3.0885	2304	0.8981	0.5382	0.8981	0.9477
0.0849	3.0912	2306	0.8440	0.5748	0.8440	0.9187
0.0849	3.0938	2308	0.7485	0.5645	0.7485	0.8651
0.0849	3.0965	2310	0.6739	0.6176	0.6739	0.8209
0.0849	3.0992	2312	0.6431	0.6672	0.6431	0.8020
0.0849	3.1019	2314	0.6373	0.6451	0.6373	0.7983
0.0849	3.1046	2316	0.6521	0.6492	0.6521	0.8075
0.0849	3.1072	2318	0.7090	0.6705	0.7090	0.8420
0.0849	3.1099	2320	0.8078	0.6914	0.8078	0.8988
0.0849	3.1126	2322	0.8747	0.6463	0.8747	0.9353
0.0849	3.1153	2324	0.8449	0.6538	0.8449	0.9192
0.0849	3.1180	2326	0.7911	0.6040	0.7911	0.8894
0.0849	3.1206	2328	0.7408	0.6316	0.7408	0.8607
0.0849	3.1233	2330	0.7178	0.6093	0.7178	0.8472
0.0849	3.1260	2332	0.7430	0.5833	0.7430	0.8620
0.0849	3.1287	2334	0.7870	0.5331	0.7870	0.8871
0.0849	3.1314	2336	0.8483	0.5488	0.8483	0.9210
0.0849	3.1340	2338	0.8494	0.5488	0.8494	0.9216
0.0849	3.1367	2340	0.8730	0.5361	0.8730	0.9343
0.0849	3.1394	2342	0.8475	0.5331	0.8475	0.9206
0.0849	3.1421	2344	0.7865	0.5271	0.7865	0.8868
0.0849	3.1448	2346	0.7593	0.5271	0.7593	0.8714
0.0849	3.1475	2348	0.7396	0.5271	0.7396	0.8600
0.0849	3.1501	2350	0.7701	0.5248	0.7701	0.8775
0.0849	3.1528	2352	0.8058	0.5591	0.8058	0.8977
0.0849	3.1555	2354	0.7756	0.5449	0.7756	0.8807
0.0849	3.1582	2356	0.7134	0.5765	0.7134	0.8447
0.0849	3.1609	2358	0.6543	0.6025	0.6543	0.8089
0.0849	3.1635	2360	0.6354	0.6025	0.6354	0.7971
0.0849	3.1662	2362	0.6248	0.6025	0.6248	0.7905
0.0849	3.1689	2364	0.6557	0.6053	0.6557	0.8098
0.0849	3.1716	2366	0.7204	0.6077	0.7204	0.8488
0.0849	3.1743	2368	0.7607	0.6077	0.7607	0.8722
0.0849	3.1769	2370	0.7641	0.6260	0.7641	0.8741
0.0849	3.1796	2372	0.6971	0.6294	0.6971	0.8349
0.0849	3.1823	2374	0.6672	0.6294	0.6672	0.8168
0.0849	3.1850	2376	0.6753	0.6294	0.6753	0.8218
0.0849	3.1877	2378	0.7152	0.6294	0.7152	0.8457
0.0849	3.1903	2380	0.7255	0.6345	0.7255	0.8518
0.0849	3.1930	2382	0.7462	0.6202	0.7462	0.8638
0.0849	3.1957	2384	0.7554	0.6202	0.7554	0.8691
0.0849	3.1984	2386	0.7130	0.6345	0.7130	0.8444
0.0849	3.2011	2388	0.6833	0.6365	0.6833	0.8266
0.0849	3.2038	2390	0.6927	0.5870	0.6927	0.8323
0.0849	3.2064	2392	0.7047	0.5870	0.7047	0.8394
0.0849	3.2091	2394	0.7503	0.5714	0.7503	0.8662
0.0849	3.2118	2396	0.8279	0.6006	0.8279	0.9099
0.0849	3.2145	2398	0.8450	0.6006	0.8450	0.9192
0.0849	3.2172	2400	0.8115	0.6045	0.8115	0.9008
0.0849	3.2198	2402	0.8338	0.6006	0.8338	0.9131
0.0849	3.2225	2404	0.8513	0.6070	0.8513	0.9226
0.0849	3.2252	2406	0.8176	0.5887	0.8176	0.9042
0.0849	3.2279	2408	0.7625	0.5885	0.7625	0.8732
0.0849	3.2306	2410	0.7377	0.6111	0.7377	0.8589
0.0849	3.2332	2412	0.7260	0.5714	0.7260	0.8520
0.0849	3.2359	2414	0.7269	0.5557	0.7269	0.8526
0.0849	3.2386	2416	0.7561	0.5557	0.7561	0.8695
0.0849	3.2413	2418	0.8040	0.5112	0.8040	0.8966
0.0849	3.2440	2420	0.7825	0.5557	0.7825	0.8846
0.0849	3.2466	2422	0.7531	0.5557	0.7531	0.8678
0.0849	3.2493	2424	0.7102	0.5714	0.7102	0.8428
0.0849	3.2520	2426	0.6460	0.5870	0.6460	0.8037
0.0849	3.2547	2428	0.6240	0.5870	0.6240	0.7899
0.0849	3.2574	2430	0.6393	0.5870	0.6393	0.7996
0.0849	3.2601	2432	0.6772	0.5870	0.6772	0.8229
0.0849	3.2627	2434	0.7581	0.5714	0.7581	0.8707
0.0849	3.2654	2436	0.8511	0.5678	0.8511	0.9226
0.0849	3.2681	2438	0.9621	0.5593	0.9621	0.9809
0.0849	3.2708	2440	0.9718	0.5593	0.9718	0.9858
0.0849	3.2735	2442	0.9245	0.5593	0.9245	0.9615
0.0849	3.2761	2444	0.8912	0.5593	0.8912	0.9440
0.0849	3.2788	2446	0.8207	0.5350	0.8207	0.9059
0.0849	3.2815	2448	0.7644	0.5714	0.7644	0.8743
0.0849	3.2842	2450	0.7477	0.5714	0.7477	0.8647
0.0849	3.2869	2452	0.7520	0.5714	0.7520	0.8672
0.0849	3.2895	2454	0.7753	0.5714	0.7753	0.8805
0.0849	3.2922	2456	0.8241	0.5921	0.8241	0.9078
0.0849	3.2949	2458	0.8005	0.5921	0.8005	0.8947
0.0849	3.2976	2460	0.7373	0.5714	0.7373	0.8586
0.0849	3.3003	2462	0.7155	0.5714	0.7155	0.8459
0.0849	3.3029	2464	0.6987	0.5714	0.6987	0.8359
0.0849	3.3056	2466	0.7007	0.5714	0.7007	0.8371
0.0849	3.3083	2468	0.6941	0.6111	0.6941	0.8332
0.0849	3.3110	2470	0.6905	0.6599	0.6905	0.8310

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